============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 08 INDEPENDENT REGION ISOLATION ============================================================ Date/Time: 2026-07-16 10:39:36 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 1 Scenario seed: 7216130499227313205 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.39% Blocker-prone seat share (topology component): 66.79% Aisle-assignment balance: 98.54% OUTCOME ------- Status: SUCCESS Completed ticks: 990 Passengers seated: 274/274 Average waiting ticks: 450.42 Longest waiting passenger: P233->32A(LEFT) Longest waiting ticks: 921 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2125 Maximum occupied tiles: 12 Seat events: 139 Single-blocker events: 45 Multiple-blocker events: 13 Temporary aisle reoccupations: 71 RIGHT AISLE ----------- Total moves: 2075 Maximum occupied tiles: 11 Seat events: 135 Single-blocker events: 41 Multiple-blocker events: 8 Temporary aisle reoccupations: 57 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 98 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5198 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6411 Total stationary ticks: 127724 Seat-event requests: 284 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 632 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 632 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 289\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 08 INDEPENDENT REGION ISOLATION ============================================================ Date/Time: 2026-07-16 10:39:36 Experiment mode: INDEPENDENT_REGION_ISOLATION_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 1 Scenario seed: 7216130499227313205 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: INDEPENDENT_REGION_ISOLATION_DATASET Row-zone concentration (diagnostic control): 30.66% Blocker-prone seat share (topology component): 70.07% Aisle-assignment balance: 93.43% OUTCOME ------- Status: SUCCESS Completed ticks: 1036 Passengers seated: 274/274 Average waiting ticks: 451.47 Longest waiting passenger: P131->14E(LEFT) Longest waiting ticks: 1002 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2208 Maximum occupied tiles: 13 Seat events: 146 Single-blocker events: 30 Multiple-blocker events: 5 Temporary aisle reoccupations: 40 RIGHT AISLE ----------- Total moves: 1984 Maximum occupied tiles: 14 Seat events: 128 Single-blocker events: 5 Multiple-blocker events: 5 Temporary aisle reoccupations: 15 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 94 Reservations granted: 89 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6230 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7144 Total stationary ticks: 129168 Seat-event requests: 276 Failed seat-event starts: 2 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 409 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 2 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 409 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_REGION_ISOLATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 281\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 4\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 01 | standardDataset=274/274 (100.00%) | isolationDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | isolationWorse=false | standardFamily=COMPLETE_CABIN | isolationFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 08 INDEPENDENT REGION ISOLATION ============================================================ Date/Time: 2026-07-16 10:39:36 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 2 Scenario seed: -5145057424286824451 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.48% Blocker-prone seat share (topology component): 73.61% Aisle-assignment balance: 94.44% OUTCOME ------- Status: SUCCESS Completed ticks: 799 Passengers seated: 216/216 Average waiting ticks: 351.06 Longest waiting passenger: P90->5C(LEFT) Longest waiting ticks: 749 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 31 Regions dissolved: 2 Repeated reconstructions avoided: 31 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1607 Maximum occupied tiles: 12 Seat events: 114 Single-blocker events: 32 Multiple-blocker events: 9 Temporary aisle reoccupations: 52 RIGHT AISLE ----------- Total moves: 1517 Maximum occupied tiles: 11 Seat events: 102 Single-blocker events: 19 Multiple-blocker events: 9 Temporary aisle reoccupations: 38 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 125 Reservations granted: 121 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3653 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4671 Total stationary ticks: 78797 Seat-event requests: 225 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 557 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 557 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 229\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 08 INDEPENDENT REGION ISOLATION ============================================================ Date/Time: 2026-07-16 10:39:36 Experiment mode: INDEPENDENT_REGION_ISOLATION_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 2 Scenario seed: -5145057424286824451 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: INDEPENDENT_REGION_ISOLATION_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 83.33% Aisle-assignment balance: 97.22% OUTCOME ------- Status: SUCCESS Completed ticks: 790 Passengers seated: 216/216 Average waiting ticks: 347.35 Longest waiting passenger: P102->23E(RIGHT) Longest waiting ticks: 730 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1455 Maximum occupied tiles: 13 Seat events: 105 Single-blocker events: 20 Multiple-blocker events: 0 Temporary aisle reoccupations: 20 RIGHT AISLE ----------- Total moves: 1659 Maximum occupied tiles: 13 Seat events: 111 Single-blocker events: 26 Multiple-blocker events: 0 Temporary aisle reoccupations: 26 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 104 Reservations granted: 96 Reservations denied/waited: 8 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4667 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5536 Total stationary ticks: 79104 Seat-event requests: 216 Failed seat-event starts: 0 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 433 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 0 Rear-boundary failures: 0 Middle-bank reservation failures: 8 Active-event deferrals: 433 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_REGION_ISOLATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 224\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 02 | standardDataset=216/216 (100.00%) | isolationDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | isolationWorse=false | standardFamily=COMPLETE_CABIN | isolationFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 08 INDEPENDENT REGION ISOLATION ============================================================ Date/Time: 2026-07-16 10:39:36 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 3 Scenario seed: 3757159740356003327 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.65% Blocker-prone seat share (topology component): 60.53% Aisle-assignment balance: 98.83% OUTCOME ------- Status: SUCCESS Completed ticks: 1266 Passengers seated: 342/342 Average waiting ticks: 588.90 Longest waiting passenger: P156->23B(LEFT) Longest waiting ticks: 1212 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3072 Maximum occupied tiles: 14 Seat events: 173 Single-blocker events: 56 Multiple-blocker events: 25 Temporary aisle reoccupations: 111 RIGHT AISLE ----------- Total moves: 2968 Maximum occupied tiles: 12 Seat events: 169 Single-blocker events: 49 Multiple-blocker events: 22 Temporary aisle reoccupations: 96 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 147 Reservations granted: 143 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6815 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8177 Total stationary ticks: 206919 Seat-event requests: 351 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 758 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 758 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 355\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 7\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 08 INDEPENDENT REGION ISOLATION ============================================================ Date/Time: 2026-07-16 10:39:36 Experiment mode: INDEPENDENT_REGION_ISOLATION_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 3 Scenario seed: 3757159740356003327 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: INDEPENDENT_REGION_ISOLATION_DATASET Row-zone concentration (diagnostic control): 27.49% Blocker-prone seat share (topology component): 63.16% Aisle-assignment balance: 94.74% OUTCOME ------- Status: SUCCESS Completed ticks: 1302 Passengers seated: 342/342 Average waiting ticks: 582.20 Longest waiting passenger: P121->23F(RIGHT) Longest waiting ticks: 1242 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2708 Maximum occupied tiles: 14 Seat events: 162 Single-blocker events: 29 Multiple-blocker events: 5 Temporary aisle reoccupations: 39 RIGHT AISLE ----------- Total moves: 3150 Maximum occupied tiles: 15 Seat events: 180 Single-blocker events: 41 Multiple-blocker events: 5 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 140 Reservations granted: 133 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7704 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8872 Total stationary ticks: 205780 Seat-event requests: 345 Failed seat-event starts: 3 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 566 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 3 Rear-boundary failures: 0 Middle-bank reservation failures: 7 Active-event deferrals: 566 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_REGION_ISOLATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 352\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 03 | standardDataset=342/342 (100.00%) | isolationDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | isolationWorse=false | standardFamily=COMPLETE_CABIN | isolationFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 08 INDEPENDENT REGION ISOLATION ============================================================ Date/Time: 2026-07-16 10:39:36 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 4 Scenario seed: 4505242574357131631 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 75.49% Aisle-assignment balance: 91.18% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2255 Passengers seated: 200/204 Average waiting ticks: 339.50 Longest waiting passenger: P88->29C(RIGHT) Longest waiting ticks: 2194 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 4 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1498 Regions dissolved: 0 Repeated reconstructions avoided: 1498 Largest region lifetime: 1499 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1499:occupied=4 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1496 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1348 Maximum occupied tiles: 11 Seat events: 93 Single-blocker events: 18 Multiple-blocker events: 4 Temporary aisle reoccupations: 26 RIGHT AISLE ----------- Total moves: 1644 Maximum occupied tiles: 13 Seat events: 107 Single-blocker events: 25 Multiple-blocker events: 11 Temporary aisle reoccupations: 49 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1613 Reservations granted: 1609 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 4973 Longest unresolved passenger ID: 201 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P147(28E/RIGHT) -> P139(29G/RIGHT) -> P201(30D/RIGHT) -> P88(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 147 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 11024 Total stationary ticks: 77119 Seat-event requests: 1709 Failed seat-event starts: 1509 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 88 Critical blocker identity: P88->29C(RIGHT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 4 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P88(29C/RIGHT/WAITING_FOR_SEAT_EVENT) P201(30D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P139(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P147(28E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1505 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 4 Rear-boundary failures: 1505 Middle-bank reservation failures: 4 Active-event deferrals: 595 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1714\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 08 INDEPENDENT REGION ISOLATION ============================================================ Date/Time: 2026-07-16 10:39:36 Experiment mode: INDEPENDENT_REGION_ISOLATION_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 4 Scenario seed: 4505242574357131631 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: INDEPENDENT_REGION_ISOLATION_DATASET Row-zone concentration (diagnostic control): 34.31% Blocker-prone seat share (topology component): 88.24% Aisle-assignment balance: 99.02% OUTCOME ------- Status: SUCCESS Completed ticks: 729 Passengers seated: 204/204 Average waiting ticks: 326.21 Longest waiting passenger: P65->12D(LEFT) Longest waiting ticks: 676 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1415 Maximum occupied tiles: 13 Seat events: 101 Single-blocker events: 16 Multiple-blocker events: 0 Temporary aisle reoccupations: 16 RIGHT AISLE ----------- Total moves: 1565 Maximum occupied tiles: 13 Seat events: 103 Single-blocker events: 18 Multiple-blocker events: 0 Temporary aisle reoccupations: 18 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 87 Reservations granted: 84 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4701 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5379 Total stationary ticks: 70657 Seat-event requests: 204 Failed seat-event starts: 0 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 331 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 0 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 331 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_REGION_ISOLATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 207\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 04 | standardDataset=200/204 (98.04%) | isolationDataset=204/204 (100.00%) | seatedDelta=+4 | completionDelta=+1.96% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=true | isolationWorse=false | standardFamily=REAR_BOUNDARY_LOCK | isolationFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 08 INDEPENDENT REGION ISOLATION ============================================================ Date/Time: 2026-07-16 10:39:36 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 5 Scenario seed: -6826745434564669881 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 96.17% OUTCOME ------- Status: SUCCESS Completed ticks: 870 Passengers seated: 235/235 Average waiting ticks: 386.29 Longest waiting passenger: P138->20E(RIGHT) Longest waiting ticks: 843 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 22 Regions dissolved: 2 Repeated reconstructions avoided: 22 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1722 Maximum occupied tiles: 12 Seat events: 113 Single-blocker events: 30 Multiple-blocker events: 8 Temporary aisle reoccupations: 48 RIGHT AISLE ----------- Total moves: 1667 Maximum occupied tiles: 10 Seat events: 122 Single-blocker events: 34 Multiple-blocker events: 13 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 127 Reservations granted: 127 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4517 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5593 Total stationary ticks: 94540 Seat-event requests: 245 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 566 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 566 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 08 INDEPENDENT REGION ISOLATION ============================================================ Date/Time: 2026-07-16 10:39:36 Experiment mode: INDEPENDENT_REGION_ISOLATION_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 5 Scenario seed: -6826745434564669881 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: INDEPENDENT_REGION_ISOLATION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 76.60% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 852 Passengers seated: 235/235 Average waiting ticks: 384.29 Longest waiting passenger: P103->23E(RIGHT) Longest waiting ticks: 802 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles11-13:occupied=3:anchor=P215:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 10 Regions dissolved: 1 Repeated reconstructions avoided: 10 Largest region lifetime: 11 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=11 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1610 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 30 Multiple-blocker events: 0 Temporary aisle reoccupations: 30 RIGHT AISLE ----------- Total moves: 1740 Maximum occupied tiles: 13 Seat events: 120 Single-blocker events: 35 Multiple-blocker events: 0 Temporary aisle reoccupations: 35 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 119 Reservations granted: 119 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4747 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5595 Total stationary ticks: 94353 Seat-event requests: 239 Failed seat-event starts: 4 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 414 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 4 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 414 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_REGION_ISOLATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 238\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 05 | standardDataset=235/235 (100.00%) | isolationDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | isolationWorse=false | standardFamily=COMPLETE_CABIN | isolationFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 08 INDEPENDENT REGION ISOLATION ============================================================ Date/Time: 2026-07-16 10:39:36 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 6 Scenario seed: 2513822240434754174 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.82% Blocker-prone seat share (topology component): 77.94% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 731 Passengers seated: 204/204 Average waiting ticks: 331.67 Longest waiting passenger: P8->20F(RIGHT) Longest waiting ticks: 685 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1499 Maximum occupied tiles: 14 Seat events: 102 Single-blocker events: 24 Multiple-blocker events: 8 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1479 Maximum occupied tiles: 12 Seat events: 102 Single-blocker events: 30 Multiple-blocker events: 6 Temporary aisle reoccupations: 44 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 103 Reservations granted: 103 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3601 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4643 Total stationary ticks: 70621 Seat-event requests: 210 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 585 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 585 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 210\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 08 INDEPENDENT REGION ISOLATION ============================================================ Date/Time: 2026-07-16 10:39:36 Experiment mode: INDEPENDENT_REGION_ISOLATION_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 6 Scenario seed: 2513822240434754174 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: INDEPENDENT_REGION_ISOLATION_DATASET Row-zone concentration (diagnostic control): 34.31% Blocker-prone seat share (topology component): 88.24% Aisle-assignment balance: 99.02% OUTCOME ------- Status: SUCCESS Completed ticks: 734 Passengers seated: 204/204 Average waiting ticks: 328.96 Longest waiting passenger: P200->16D(LEFT) Longest waiting ticks: 677 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1415 Maximum occupied tiles: 12 Seat events: 101 Single-blocker events: 16 Multiple-blocker events: 0 Temporary aisle reoccupations: 16 RIGHT AISLE ----------- Total moves: 1565 Maximum occupied tiles: 13 Seat events: 103 Single-blocker events: 18 Multiple-blocker events: 0 Temporary aisle reoccupations: 18 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 84 Reservations granted: 84 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4466 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5119 Total stationary ticks: 70997 Seat-event requests: 204 Failed seat-event starts: 0 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 305 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 0 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 305 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_REGION_ISOLATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 204\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 06 | standardDataset=204/204 (100.00%) | isolationDataset=204/204 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | isolationWorse=false | standardFamily=COMPLETE_CABIN | isolationFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 08 INDEPENDENT REGION ISOLATION ============================================================ Date/Time: 2026-07-16 10:39:36 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 7 Scenario seed: -4676738862831661214 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.80% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 98.15% OUTCOME ------- Status: SUCCESS Completed ticks: 772 Passengers seated: 216/216 Average waiting ticks: 349.32 Longest waiting passenger: P213->4C(LEFT) Longest waiting ticks: 721 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 24 Regions dissolved: 2 Repeated reconstructions avoided: 24 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1563 Maximum occupied tiles: 12 Seat events: 110 Single-blocker events: 21 Multiple-blocker events: 10 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1500 Maximum occupied tiles: 12 Seat events: 106 Single-blocker events: 24 Multiple-blocker events: 10 Temporary aisle reoccupations: 48 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 119 Reservations granted: 119 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3938 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5006 Total stationary ticks: 78770 Seat-event requests: 227 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 538 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 538 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 227\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 08 INDEPENDENT REGION ISOLATION ============================================================ Date/Time: 2026-07-16 10:39:36 Experiment mode: INDEPENDENT_REGION_ISOLATION_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 7 Scenario seed: -4676738862831661214 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: INDEPENDENT_REGION_ISOLATION_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 83.33% Aisle-assignment balance: 97.22% OUTCOME ------- Status: SUCCESS Completed ticks: 789 Passengers seated: 216/216 Average waiting ticks: 348.50 Longest waiting passenger: P203->27E(RIGHT) Longest waiting ticks: 721 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1455 Maximum occupied tiles: 13 Seat events: 105 Single-blocker events: 20 Multiple-blocker events: 0 Temporary aisle reoccupations: 20 RIGHT AISLE ----------- Total moves: 1669 Maximum occupied tiles: 13 Seat events: 111 Single-blocker events: 26 Multiple-blocker events: 0 Temporary aisle reoccupations: 26 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 105 Reservations granted: 96 Reservations denied/waited: 9 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4566 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5383 Total stationary ticks: 79264 Seat-event requests: 216 Failed seat-event starts: 0 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 369 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 0 Rear-boundary failures: 0 Middle-bank reservation failures: 9 Active-event deferrals: 369 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_REGION_ISOLATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 225\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 1\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 07 | standardDataset=216/216 (100.00%) | isolationDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | isolationWorse=false | standardFamily=COMPLETE_CABIN | isolationFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 08 INDEPENDENT REGION ISOLATION ============================================================ Date/Time: 2026-07-16 10:39:36 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 8 Scenario seed: 2451708163553084058 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.05% Blocker-prone seat share (topology component): 64.86% Aisle-assignment balance: 95.75% OUTCOME ------- Status: SUCCESS Completed ticks: 943 Passengers seated: 259/259 Average waiting ticks: 421.84 Longest waiting passenger: P256->9F(LEFT) Longest waiting ticks: 901 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles10-13:occupied=3:anchor=P12:selected=P71:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2017 Maximum occupied tiles: 12 Seat events: 135 Single-blocker events: 41 Multiple-blocker events: 16 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 1933 Maximum occupied tiles: 14 Seat events: 124 Single-blocker events: 35 Multiple-blocker events: 9 Temporary aisle reoccupations: 53 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 90 Reservations granted: 90 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5174 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6489 Total stationary ticks: 113674 Seat-event requests: 273 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 652 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 652 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 272\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 08 INDEPENDENT REGION ISOLATION ============================================================ Date/Time: 2026-07-16 10:39:36 Experiment mode: INDEPENDENT_REGION_ISOLATION_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 8 Scenario seed: 2451708163553084058 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: INDEPENDENT_REGION_ISOLATION_DATASET Row-zone concentration (diagnostic control): 32.05% Blocker-prone seat share (topology component): 74.13% Aisle-assignment balance: 98.84% OUTCOME ------- Status: SUCCESS Completed ticks: 921 Passengers seated: 259/259 Average waiting ticks: 421.90 Longest waiting passenger: P224->16E(LEFT) Longest waiting ticks: 888 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1881 Maximum occupied tiles: 12 Seat events: 131 Single-blocker events: 22 Multiple-blocker events: 5 Temporary aisle reoccupations: 32 RIGHT AISLE ----------- Total moves: 1984 Maximum occupied tiles: 14 Seat events: 128 Single-blocker events: 5 Multiple-blocker events: 5 Temporary aisle reoccupations: 15 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 83 Reservations granted: 81 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5777 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6618 Total stationary ticks: 114313 Seat-event requests: 260 Failed seat-event starts: 1 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 391 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 391 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_REGION_ISOLATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 262\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 3\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 08 | standardDataset=259/259 (100.00%) | isolationDataset=259/259 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | isolationWorse=false | standardFamily=COMPLETE_CABIN | isolationFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 08 INDEPENDENT REGION ISOLATION ============================================================ Date/Time: 2026-07-16 10:39:36 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 9 Scenario seed: 7260830704529197968 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 35.42% Blocker-prone seat share (topology component): 75.52% Aisle-assignment balance: 89.58% OUTCOME ------- Status: SUCCESS Completed ticks: 754 Passengers seated: 192/192 Average waiting ticks: 315.99 Longest waiting passenger: P145->3H(RIGHT) Longest waiting ticks: 702 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P60:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 10 Regions dissolved: 1 Repeated reconstructions avoided: 10 Largest region lifetime: 11 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=11 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1277 Maximum occupied tiles: 12 Seat events: 86 Single-blocker events: 13 Multiple-blocker events: 6 Temporary aisle reoccupations: 26 RIGHT AISLE ----------- Total moves: 1496 Maximum occupied tiles: 11 Seat events: 106 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 105 Reservations granted: 102 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3411 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4220 Total stationary ticks: 63467 Seat-event requests: 203 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 413 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 413 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 205\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 08 INDEPENDENT REGION ISOLATION ============================================================ Date/Time: 2026-07-16 10:39:36 Experiment mode: INDEPENDENT_REGION_ISOLATION_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 9 Scenario seed: 7260830704529197968 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: INDEPENDENT_REGION_ISOLATION_DATASET Row-zone concentration (diagnostic control): 35.94% Blocker-prone seat share (topology component): 90.63% Aisle-assignment balance: 96.88% OUTCOME ------- Status: SUCCESS Completed ticks: 711 Passengers seated: 192/192 Average waiting ticks: 311.86 Longest waiting passenger: P56->22E(RIGHT) Longest waiting ticks: 648 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1236 Maximum occupied tiles: 12 Seat events: 93 Single-blocker events: 14 Multiple-blocker events: 0 Temporary aisle reoccupations: 14 RIGHT AISLE ----------- Total moves: 1485 Maximum occupied tiles: 12 Seat events: 99 Single-blocker events: 14 Multiple-blocker events: 0 Temporary aisle reoccupations: 14 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 76 Reservations granted: 76 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3870 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4468 Total stationary ticks: 63202 Seat-event requests: 192 Failed seat-event starts: 0 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 280 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 0 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 280 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_REGION_ISOLATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 192\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 2\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 09 | standardDataset=192/192 (100.00%) | isolationDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | isolationWorse=false | standardFamily=COMPLETE_CABIN | isolationFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 08 INDEPENDENT REGION ISOLATION ============================================================ Date/Time: 2026-07-16 10:39:36 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 10 Scenario seed: -447105676847956095 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.36% Blocker-prone seat share (topology component): 59.65% Aisle-assignment balance: 96.49% OUTCOME ------- Status: SUCCESS Completed ticks: 1251 Passengers seated: 342/342 Average waiting ticks: 564.00 Longest waiting passenger: P179->11J(RIGHT) Longest waiting ticks: 1169 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 5 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 6 Selected release potential total: 9 Last cluster decision: RIGHT:tiles10-14:occupied=4:anchor=P314:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 91 Regions dissolved: 4 Repeated reconstructions avoided: 91 Largest region lifetime: 46 Maximum simultaneous active regions: 2 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=46 Confirmation deferral ticks: 5 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 4 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2926 Maximum occupied tiles: 12 Seat events: 165 Single-blocker events: 39 Multiple-blocker events: 30 Temporary aisle reoccupations: 103 RIGHT AISLE ----------- Total moves: 3031 Maximum occupied tiles: 15 Seat events: 177 Single-blocker events: 40 Multiple-blocker events: 31 Temporary aisle reoccupations: 107 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 163 Reservations granted: 162 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7775 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9654 Total stationary ticks: 199662 Seat-event requests: 376 Failed seat-event starts: 34 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 889 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 34 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 889 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 10\nOccupied-space rejections: 41\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 08 INDEPENDENT REGION ISOLATION ============================================================ Date/Time: 2026-07-16 10:39:36 Experiment mode: INDEPENDENT_REGION_ISOLATION_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 10 Scenario seed: -447105676847956095 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: INDEPENDENT_REGION_ISOLATION_DATASET Row-zone concentration (diagnostic control): 27.49% Blocker-prone seat share (topology component): 63.16% Aisle-assignment balance: 94.74% OUTCOME ------- Status: SUCCESS Completed ticks: 1264 Passengers seated: 342/342 Average waiting ticks: 564.51 Longest waiting passenger: P301->15F(RIGHT) Longest waiting ticks: 1216 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2747 Maximum occupied tiles: 15 Seat events: 162 Single-blocker events: 32 Multiple-blocker events: 5 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 3150 Maximum occupied tiles: 16 Seat events: 180 Single-blocker events: 41 Multiple-blocker events: 5 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 138 Reservations granted: 136 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8453 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9647 Total stationary ticks: 200489 Seat-event requests: 344 Failed seat-event starts: 2 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 581 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 2 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 581 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_REGION_ISOLATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 346\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 3\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 10 | standardDataset=342/342 (100.00%) | isolationDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | isolationWorse=false | standardFamily=COMPLETE_CABIN | isolationFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 08 INDEPENDENT REGION ISOLATION ============================================================ Date/Time: 2026-07-16 10:39:36 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 11 Scenario seed: 3638877016897499986 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 29.57% Blocker-prone seat share (topology component): 66.96% Aisle-assignment balance: 99.13% OUTCOME ------- Status: SUCCESS Completed ticks: 804 Passengers seated: 230/230 Average waiting ticks: 370.66 Longest waiting passenger: P111->9B(LEFT) Longest waiting ticks: 763 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1700 Maximum occupied tiles: 11 Seat events: 116 Single-blocker events: 28 Multiple-blocker events: 8 Temporary aisle reoccupations: 44 RIGHT AISLE ----------- Total moves: 1814 Maximum occupied tiles: 13 Seat events: 114 Single-blocker events: 38 Multiple-blocker events: 7 Temporary aisle reoccupations: 52 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 78 Reservations granted: 78 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4669 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5600 Total stationary ticks: 89203 Seat-event requests: 235 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 461 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 461 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 235\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 08 INDEPENDENT REGION ISOLATION ============================================================ Date/Time: 2026-07-16 10:39:36 Experiment mode: INDEPENDENT_REGION_ISOLATION_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 11 Scenario seed: 3638877016897499986 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: INDEPENDENT_REGION_ISOLATION_DATASET Row-zone concentration (diagnostic control): 32.61% Blocker-prone seat share (topology component): 83.48% Aisle-assignment balance: 94.78% OUTCOME ------- Status: SUCCESS Completed ticks: 851 Passengers seated: 230/230 Average waiting ticks: 371.12 Longest waiting passenger: P221->16E(LEFT) Longest waiting ticks: 818 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1744 Maximum occupied tiles: 12 Seat events: 121 Single-blocker events: 18 Multiple-blocker events: 5 Temporary aisle reoccupations: 28 RIGHT AISLE ----------- Total moves: 1761 Maximum occupied tiles: 14 Seat events: 109 Single-blocker events: 5 Multiple-blocker events: 5 Temporary aisle reoccupations: 15 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 81 Reservations granted: 77 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5386 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6285 Total stationary ticks: 90217 Seat-event requests: 232 Failed seat-event starts: 2 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 367 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 2 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 367 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_REGION_ISOLATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 236\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 3\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 11 | standardDataset=230/230 (100.00%) | isolationDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | isolationWorse=false | standardFamily=COMPLETE_CABIN | isolationFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 08 INDEPENDENT REGION ISOLATION ============================================================ Date/Time: 2026-07-16 10:39:36 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 12 Scenario seed: -8976697486543855838 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 36.46% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 705 Passengers seated: 192/192 Average waiting ticks: 319.16 Longest waiting passenger: P84->11G(RIGHT) Longest waiting ticks: 676 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: LEFT:tiles9-11:occupied=3:anchor=P136:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 40 Regions dissolved: 2 Repeated reconstructions avoided: 40 Largest region lifetime: 31 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=11 Confirmation deferral ticks: 3 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1421 Maximum occupied tiles: 12 Seat events: 96 Single-blocker events: 23 Multiple-blocker events: 7 Temporary aisle reoccupations: 40 RIGHT AISLE ----------- Total moves: 1396 Maximum occupied tiles: 11 Seat events: 96 Single-blocker events: 19 Multiple-blocker events: 6 Temporary aisle reoccupations: 31 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 100 Reservations granted: 100 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3355 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4022 Total stationary ticks: 63983 Seat-event requests: 201 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 348 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 348 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 199\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 5\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 08 INDEPENDENT REGION ISOLATION ============================================================ Date/Time: 2026-07-16 10:39:36 Experiment mode: INDEPENDENT_REGION_ISOLATION_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 12 Scenario seed: -8976697486543855838 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: INDEPENDENT_REGION_ISOLATION_DATASET Row-zone concentration (diagnostic control): 36.46% Blocker-prone seat share (topology component): 90.63% Aisle-assignment balance: 96.88% OUTCOME ------- Status: SUCCESS Completed ticks: 729 Passengers seated: 192/192 Average waiting ticks: 318.56 Longest waiting passenger: P57->22E(RIGHT) Longest waiting ticks: 671 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1310 Maximum occupied tiles: 12 Seat events: 93 Single-blocker events: 14 Multiple-blocker events: 0 Temporary aisle reoccupations: 14 RIGHT AISLE ----------- Total moves: 1485 Maximum occupied tiles: 11 Seat events: 99 Single-blocker events: 14 Multiple-blocker events: 0 Temporary aisle reoccupations: 14 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 79 Reservations granted: 75 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3897 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4546 Total stationary ticks: 64526 Seat-event requests: 192 Failed seat-event starts: 0 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 314 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 0 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 314 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_REGION_ISOLATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 197\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 12 | standardDataset=192/192 (100.00%) | isolationDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | isolationWorse=false | standardFamily=COMPLETE_CABIN | isolationFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 08 INDEPENDENT REGION ISOLATION ============================================================ Date/Time: 2026-07-16 10:39:36 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 13 Scenario seed: 1058713798284952297 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.12% Blocker-prone seat share (topology component): 61.11% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 1097 Passengers seated: 306/306 Average waiting ticks: 507.68 Longest waiting passenger: P240->4A(LEFT) Longest waiting ticks: 1037 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2758 Maximum occupied tiles: 12 Seat events: 153 Single-blocker events: 44 Multiple-blocker events: 15 Temporary aisle reoccupations: 74 RIGHT AISLE ----------- Total moves: 2622 Maximum occupied tiles: 14 Seat events: 153 Single-blocker events: 37 Multiple-blocker events: 23 Temporary aisle reoccupations: 87 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 132 Reservations granted: 132 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6586 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7836 Total stationary ticks: 160799 Seat-event requests: 318 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 715 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 715 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 318\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 08 INDEPENDENT REGION ISOLATION ============================================================ Date/Time: 2026-07-16 10:39:36 Experiment mode: INDEPENDENT_REGION_ISOLATION_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 13 Scenario seed: 1058713798284952297 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: INDEPENDENT_REGION_ISOLATION_DATASET Row-zone concentration (diagnostic control): 28.76% Blocker-prone seat share (topology component): 70.59% Aisle-assignment balance: 90.20% OUTCOME ------- Status: SUCCESS Completed ticks: 1202 Passengers seated: 306/306 Average waiting ticks: 511.94 Longest waiting passenger: P280->16F(RIGHT) Longest waiting ticks: 1129 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2250 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 20 Multiple-blocker events: 5 Temporary aisle reoccupations: 30 RIGHT AISLE ----------- Total moves: 2997 Maximum occupied tiles: 16 Seat events: 168 Single-blocker events: 36 Multiple-blocker events: 5 Temporary aisle reoccupations: 46 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 122 Reservations granted: 118 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7455 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8552 Total stationary ticks: 163228 Seat-event requests: 307 Failed seat-event starts: 1 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 521 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 521 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_REGION_ISOLATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 311\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 4\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 13 | standardDataset=306/306 (100.00%) | isolationDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | isolationWorse=false | standardFamily=COMPLETE_CABIN | isolationFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 08 INDEPENDENT REGION ISOLATION ============================================================ Date/Time: 2026-07-16 10:39:36 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 14 Scenario seed: -2382699513390452918 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 824 Passengers seated: 235/235 Average waiting ticks: 380.83 Longest waiting passenger: P179->6D(RIGHT) Longest waiting ticks: 806 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 7 Selected release potential total: 6 Last cluster decision: LEFT:tiles9-14:occupied=6:anchor=P163:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 31 Regions dissolved: 1 Repeated reconstructions avoided: 31 Largest region lifetime: 32 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=32 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1734 Maximum occupied tiles: 13 Seat events: 116 Single-blocker events: 33 Multiple-blocker events: 9 Temporary aisle reoccupations: 53 RIGHT AISLE ----------- Total moves: 1702 Maximum occupied tiles: 14 Seat events: 119 Single-blocker events: 32 Multiple-blocker events: 13 Temporary aisle reoccupations: 60 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 130 Reservations granted: 130 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4717 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5966 Total stationary ticks: 93608 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 576 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 576 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 08 INDEPENDENT REGION ISOLATION ============================================================ Date/Time: 2026-07-16 10:39:36 Experiment mode: INDEPENDENT_REGION_ISOLATION_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 14 Scenario seed: -2382699513390452918 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: INDEPENDENT_REGION_ISOLATION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 76.60% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 852 Passengers seated: 235/235 Average waiting ticks: 380.99 Longest waiting passenger: P203->27E(RIGHT) Longest waiting ticks: 788 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 2 Cluster candidates evaluated: 5 Executable cluster candidates: 3 Rejected cluster candidates: 2 Cluster selections: 3 Cluster-selected events started: 3 Largest detected cluster: 4 Selected release potential total: 7 Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P108:selected=P120:directReleases=1:releasePotential=1 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 20 Regions dissolved: 2 Repeated reconstructions avoided: 20 Largest region lifetime: 11 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=11 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1632 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 30 Multiple-blocker events: 0 Temporary aisle reoccupations: 30 RIGHT AISLE ----------- Total moves: 1740 Maximum occupied tiles: 13 Seat events: 120 Single-blocker events: 35 Multiple-blocker events: 0 Temporary aisle reoccupations: 35 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 129 Reservations granted: 125 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4888 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5842 Total stationary ticks: 93678 Seat-event requests: 245 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 513 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 513 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_REGION_ISOLATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 246\nPrecedence substitutions made: 1\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 4\nOccupied-space rejections: 27\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 14 | standardDataset=235/235 (100.00%) | isolationDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=3 | clusterStarts=3 | convertedToSuccess=false | isolationWorse=false | standardFamily=COMPLETE_CABIN | isolationFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 08 INDEPENDENT REGION ISOLATION ============================================================ Date/Time: 2026-07-16 10:39:36 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 15 Scenario seed: 7910158282638001386 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.66% Blocker-prone seat share (topology component): 66.41% Aisle-assignment balance: 94.98% OUTCOME ------- Status: SUCCESS Completed ticks: 956 Passengers seated: 259/259 Average waiting ticks: 429.30 Longest waiting passenger: P57->12B(LEFT) Longest waiting ticks: 922 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2045 Maximum occupied tiles: 13 Seat events: 136 Single-blocker events: 37 Multiple-blocker events: 14 Temporary aisle reoccupations: 65 RIGHT AISLE ----------- Total moves: 1932 Maximum occupied tiles: 12 Seat events: 123 Single-blocker events: 32 Multiple-blocker events: 10 Temporary aisle reoccupations: 52 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 88 Reservations granted: 86 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5119 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6204 Total stationary ticks: 115474 Seat-event requests: 266 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 557 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 557 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 268\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 08 INDEPENDENT REGION ISOLATION ============================================================ Date/Time: 2026-07-16 10:39:36 Experiment mode: INDEPENDENT_REGION_ISOLATION_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 15 Scenario seed: 7910158282638001386 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: INDEPENDENT_REGION_ISOLATION_DATASET Row-zone concentration (diagnostic control): 31.66% Blocker-prone seat share (topology component): 74.13% Aisle-assignment balance: 98.84% OUTCOME ------- Status: SUCCESS Completed ticks: 936 Passengers seated: 259/259 Average waiting ticks: 427.51 Longest waiting passenger: P234->18E(LEFT) Longest waiting ticks: 896 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1881 Maximum occupied tiles: 13 Seat events: 131 Single-blocker events: 23 Multiple-blocker events: 5 Temporary aisle reoccupations: 33 RIGHT AISLE ----------- Total moves: 1984 Maximum occupied tiles: 14 Seat events: 128 Single-blocker events: 5 Multiple-blocker events: 5 Temporary aisle reoccupations: 15 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 86 Reservations granted: 82 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5549 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6481 Total stationary ticks: 115579 Seat-event requests: 261 Failed seat-event starts: 2 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 424 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 2 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 424 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_REGION_ISOLATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 266\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 15 | standardDataset=259/259 (100.00%) | isolationDataset=259/259 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | isolationWorse=false | standardFamily=COMPLETE_CABIN | isolationFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 08 INDEPENDENT REGION ISOLATION ============================================================ Date/Time: 2026-07-16 10:39:36 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 16 Scenario seed: 7835976452476775241 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.04% Blocker-prone seat share (topology component): 66.52% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 837 Passengers seated: 230/230 Average waiting ticks: 384.82 Longest waiting passenger: P49->16A(LEFT) Longest waiting ticks: 780 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles16-18:occupied=3:anchor=P49:selected=P151:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1782 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 28 Multiple-blocker events: 8 Temporary aisle reoccupations: 44 RIGHT AISLE ----------- Total moves: 1724 Maximum occupied tiles: 10 Seat events: 115 Single-blocker events: 33 Multiple-blocker events: 9 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 79 Reservations granted: 79 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4064 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4973 Total stationary ticks: 91828 Seat-event requests: 239 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 468 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 468 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 238\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 08 INDEPENDENT REGION ISOLATION ============================================================ Date/Time: 2026-07-16 10:39:36 Experiment mode: INDEPENDENT_REGION_ISOLATION_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 16 Scenario seed: 7835976452476775241 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: INDEPENDENT_REGION_ISOLATION_DATASET Row-zone concentration (diagnostic control): 32.61% Blocker-prone seat share (topology component): 83.48% Aisle-assignment balance: 94.78% OUTCOME ------- Status: SUCCESS Completed ticks: 863 Passengers seated: 230/230 Average waiting ticks: 382.35 Longest waiting passenger: P49->11E(LEFT) Longest waiting ticks: 841 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles11-13:occupied=3:anchor=P49:selected=P115:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1732 Maximum occupied tiles: 11 Seat events: 121 Single-blocker events: 17 Multiple-blocker events: 5 Temporary aisle reoccupations: 27 RIGHT AISLE ----------- Total moves: 1761 Maximum occupied tiles: 14 Seat events: 109 Single-blocker events: 5 Multiple-blocker events: 5 Temporary aisle reoccupations: 15 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 82 Reservations granted: 80 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4946 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5687 Total stationary ticks: 92206 Seat-event requests: 235 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 355 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 355 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_REGION_ISOLATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 236\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 16 | standardDataset=230/230 (100.00%) | isolationDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | isolationWorse=false | standardFamily=COMPLETE_CABIN | isolationFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 08 INDEPENDENT REGION ISOLATION ============================================================ Date/Time: 2026-07-16 10:39:36 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 17 Scenario seed: -5603982636816805098 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.77% Blocker-prone seat share (topology component): 74.12% Aisle-assignment balance: 96.49% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2329 Passengers seated: 226/228 Average waiting ticks: 384.43 Longest waiting passenger: P22->29F(LEFT) Longest waiting ticks: 2256 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 24 Regions dissolved: 2 Repeated reconstructions avoided: 24 Largest region lifetime: 17 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=17 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1590 Maximum occupied tiles: 12 Seat events: 116 Single-blocker events: 23 Multiple-blocker events: 10 Temporary aisle reoccupations: 46 RIGHT AISLE ----------- Total moves: 1694 Maximum occupied tiles: 13 Seat events: 110 Single-blocker events: 28 Multiple-blocker events: 7 Temporary aisle reoccupations: 44 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1648 Reservations granted: 1639 Reservations denied/waited: 9 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3986 Longest unresolved passenger ID: 47 Longest unresolved row: 29 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P47(29B/LEFT) -> P22(29F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 47 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 8174 Total stationary ticks: 92549 Seat-event requests: 1757 Failed seat-event starts: 1531 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 22 Critical blocker identity: P22->29F(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P22(29F/LEFT/WAITING_FOR_SEAT_EVENT) P47(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1519 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 3 Critical blocker required yield tiles: 30|31|32 Critical blocker unavailable yield tiles: 31|32 Critical blocker yield-tile occupants: -1|-1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 12 Rear-boundary failures: 1519 Middle-bank reservation failures: 9 Active-event deferrals: 553 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 30|31|32 Current unavailable yield tiles: 31|32 Current yield-tile occupants: -1|-1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 7\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 08 INDEPENDENT REGION ISOLATION ============================================================ Date/Time: 2026-07-16 10:39:36 Experiment mode: INDEPENDENT_REGION_ISOLATION_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 17 Scenario seed: -5603982636816805098 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: INDEPENDENT_REGION_ISOLATION_DATASET Row-zone concentration (diagnostic control): 33.77% Blocker-prone seat share (topology component): 78.95% Aisle-assignment balance: 94.74% OUTCOME ------- Status: SUCCESS Completed ticks: 857 Passengers seated: 228/228 Average waiting ticks: 375.38 Longest waiting passenger: P115->18E(RIGHT) Longest waiting ticks: 813 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1522 Maximum occupied tiles: 12 Seat events: 108 Single-blocker events: 23 Multiple-blocker events: 0 Temporary aisle reoccupations: 23 RIGHT AISLE ----------- Total moves: 1740 Maximum occupied tiles: 12 Seat events: 120 Single-blocker events: 35 Multiple-blocker events: 0 Temporary aisle reoccupations: 35 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 115 Reservations granted: 109 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4668 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5581 Total stationary ticks: 89646 Seat-event requests: 229 Failed seat-event starts: 1 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 425 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 425 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_REGION_ISOLATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 235\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 1\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 17 | standardDataset=226/228 (99.12%) | isolationDataset=228/228 (100.00%) | seatedDelta=+2 | completionDelta=+0.88% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=true | isolationWorse=false | standardFamily=REAR_BOUNDARY_LOCK | isolationFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 08 INDEPENDENT REGION ISOLATION ============================================================ Date/Time: 2026-07-16 10:39:36 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 18 Scenario seed: -29016899169270240 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1018 Passengers seated: 282/282 Average waiting ticks: 460.86 Longest waiting passenger: P39->31A(LEFT) Longest waiting ticks: 950 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2171 Maximum occupied tiles: 11 Seat events: 144 Single-blocker events: 41 Multiple-blocker events: 12 Temporary aisle reoccupations: 65 RIGHT AISLE ----------- Total moves: 2188 Maximum occupied tiles: 11 Seat events: 138 Single-blocker events: 39 Multiple-blocker events: 20 Temporary aisle reoccupations: 79 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 101 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5629 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7092 Total stationary ticks: 134758 Seat-event requests: 293 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 749 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 749 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 293\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 08 INDEPENDENT REGION ISOLATION ============================================================ Date/Time: 2026-07-16 10:39:36 Experiment mode: INDEPENDENT_REGION_ISOLATION_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 18 Scenario seed: -29016899169270240 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: INDEPENDENT_REGION_ISOLATION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 68.09% Aisle-assignment balance: 90.78% OUTCOME ------- Status: SUCCESS Completed ticks: 1075 Passengers seated: 282/282 Average waiting ticks: 464.94 Longest waiting passenger: P146->15E(LEFT) Longest waiting ticks: 1033 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2343 Maximum occupied tiles: 13 Seat events: 154 Single-blocker events: 33 Multiple-blocker events: 5 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1984 Maximum occupied tiles: 14 Seat events: 128 Single-blocker events: 5 Multiple-blocker events: 5 Temporary aisle reoccupations: 15 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 95 Reservations granted: 92 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6324 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7310 Total stationary ticks: 136634 Seat-event requests: 284 Failed seat-event starts: 2 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 476 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 2 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 476 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_REGION_ISOLATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 287\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 2\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 18 | standardDataset=282/282 (100.00%) | isolationDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | isolationWorse=false | standardFamily=COMPLETE_CABIN | isolationFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 08 INDEPENDENT REGION ISOLATION ============================================================ Date/Time: 2026-07-16 10:39:36 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 19 Scenario seed: -1022932693840430131 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.20% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 99.72% OUTCOME ------- Status: SUCCESS Completed ticks: 1270 Passengers seated: 353/353 Average waiting ticks: 595.20 Longest waiting passenger: P228->31D(RIGHT) Longest waiting ticks: 1217 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 5 Clusters detected: 5 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: RIGHT:region=R5:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 5 Region updates: 107 Regions dissolved: 5 Repeated reconstructions avoided: 107 Largest region lifetime: 32 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R5:lifetime=8 Confirmation deferral ticks: 7 Regions reaching confirmation: 2 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3031 Maximum occupied tiles: 15 Seat events: 176 Single-blocker events: 50 Multiple-blocker events: 27 Temporary aisle reoccupations: 110 RIGHT AISLE ----------- Total moves: 3177 Maximum occupied tiles: 13 Seat events: 177 Single-blocker events: 51 Multiple-blocker events: 34 Temporary aisle reoccupations: 129 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 160 Reservations granted: 158 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7492 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9457 Total stationary ticks: 216460 Seat-event requests: 384 Failed seat-event starts: 31 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 994 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 31 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 994 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 11\nOccupied-space rejections: 37\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 08 INDEPENDENT REGION ISOLATION ============================================================ Date/Time: 2026-07-16 10:39:36 Experiment mode: INDEPENDENT_REGION_ISOLATION_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 19 Scenario seed: -1022932693840430131 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: INDEPENDENT_REGION_ISOLATION_DATASET Row-zone concentration (diagnostic control): 28.33% Blocker-prone seat share (topology component): 61.19% Aisle-assignment balance: 98.02% OUTCOME ------- Status: SUCCESS Completed ticks: 1273 Passengers seated: 353/353 Average waiting ticks: 586.90 Longest waiting passenger: P285->1F(RIGHT) Longest waiting ticks: 1217 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2964 Maximum occupied tiles: 13 Seat events: 173 Single-blocker events: 38 Multiple-blocker events: 5 Temporary aisle reoccupations: 48 RIGHT AISLE ----------- Total moves: 3150 Maximum occupied tiles: 16 Seat events: 180 Single-blocker events: 41 Multiple-blocker events: 5 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 160 Reservations granted: 142 Reservations denied/waited: 18 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8402 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9859 Total stationary ticks: 214580 Seat-event requests: 356 Failed seat-event starts: 3 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 709 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 3 Rear-boundary failures: 0 Middle-bank reservation failures: 18 Active-event deferrals: 709 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_REGION_ISOLATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 4\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 19 | standardDataset=353/353 (100.00%) | isolationDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | isolationWorse=false | standardFamily=COMPLETE_CABIN | isolationFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 08 INDEPENDENT REGION ISOLATION ============================================================ Date/Time: 2026-07-16 10:39:36 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 20 Scenario seed: 7778104721219760133 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.66% Blocker-prone seat share (topology component): 65.69% Aisle-assignment balance: 98.54% OUTCOME ------- Status: SUCCESS Completed ticks: 989 Passengers seated: 274/274 Average waiting ticks: 448.40 Longest waiting passenger: P182->28I(RIGHT) Longest waiting ticks: 944 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2133 Maximum occupied tiles: 13 Seat events: 135 Single-blocker events: 28 Multiple-blocker events: 11 Temporary aisle reoccupations: 50 RIGHT AISLE ----------- Total moves: 2076 Maximum occupied tiles: 12 Seat events: 139 Single-blocker events: 35 Multiple-blocker events: 18 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 92 Reservations granted: 92 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5548 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6972 Total stationary ticks: 127697 Seat-event requests: 284 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 677 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 677 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 284\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 08 INDEPENDENT REGION ISOLATION ============================================================ Date/Time: 2026-07-16 10:39:36 Experiment mode: INDEPENDENT_REGION_ISOLATION_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 20 Scenario seed: 7778104721219760133 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: INDEPENDENT_REGION_ISOLATION_DATASET Row-zone concentration (diagnostic control): 32.48% Blocker-prone seat share (topology component): 70.07% Aisle-assignment balance: 93.43% OUTCOME ------- Status: SUCCESS Completed ticks: 1016 Passengers seated: 274/274 Average waiting ticks: 448.70 Longest waiting passenger: P273->1E(LEFT) Longest waiting ticks: 971 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2212 Maximum occupied tiles: 14 Seat events: 146 Single-blocker events: 30 Multiple-blocker events: 5 Temporary aisle reoccupations: 40 RIGHT AISLE ----------- Total moves: 1984 Maximum occupied tiles: 14 Seat events: 128 Single-blocker events: 5 Multiple-blocker events: 5 Temporary aisle reoccupations: 15 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 90 Reservations granted: 90 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6293 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7194 Total stationary ticks: 128453 Seat-event requests: 276 Failed seat-event starts: 2 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 416 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 2 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 416 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_REGION_ISOLATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 276\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 4\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 20 | standardDataset=274/274 (100.00%) | isolationDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | isolationWorse=false | standardFamily=COMPLETE_CABIN | isolationFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 08 INDEPENDENT REGION ISOLATION ============================================================ Date/Time: 2026-07-16 10:39:36 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 21 Scenario seed: -6050252773158139437 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.90% Blocker-prone seat share (topology component): 75.52% Aisle-assignment balance: 98.96% OUTCOME ------- Status: SUCCESS Completed ticks: 686 Passengers seated: 192/192 Average waiting ticks: 311.75 Longest waiting passenger: P131->5H(RIGHT) Longest waiting ticks: 644 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1430 Maximum occupied tiles: 11 Seat events: 95 Single-blocker events: 26 Multiple-blocker events: 4 Temporary aisle reoccupations: 34 RIGHT AISLE ----------- Total moves: 1368 Maximum occupied tiles: 11 Seat events: 97 Single-blocker events: 22 Multiple-blocker events: 5 Temporary aisle reoccupations: 32 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 97 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3532 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4379 Total stationary ticks: 62831 Seat-event requests: 195 Failed seat-event starts: 3 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 442 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 3 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 442 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 195\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 08 INDEPENDENT REGION ISOLATION ============================================================ Date/Time: 2026-07-16 10:39:36 Experiment mode: INDEPENDENT_REGION_ISOLATION_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 21 Scenario seed: -6050252773158139437 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: INDEPENDENT_REGION_ISOLATION_DATASET Row-zone concentration (diagnostic control): 35.94% Blocker-prone seat share (topology component): 90.63% Aisle-assignment balance: 96.88% OUTCOME ------- Status: SUCCESS Completed ticks: 714 Passengers seated: 192/192 Average waiting ticks: 310.30 Longest waiting passenger: P115->24E(RIGHT) Longest waiting ticks: 648 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1270 Maximum occupied tiles: 11 Seat events: 93 Single-blocker events: 14 Multiple-blocker events: 0 Temporary aisle reoccupations: 14 RIGHT AISLE ----------- Total moves: 1485 Maximum occupied tiles: 13 Seat events: 99 Single-blocker events: 14 Multiple-blocker events: 0 Temporary aisle reoccupations: 14 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 79 Reservations granted: 75 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4142 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4731 Total stationary ticks: 63171 Seat-event requests: 192 Failed seat-event starts: 0 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 278 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 0 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 278 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_REGION_ISOLATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 196\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 21 | standardDataset=192/192 (100.00%) | isolationDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | isolationWorse=false | standardFamily=COMPLETE_CABIN | isolationFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 08 INDEPENDENT REGION ISOLATION ============================================================ Date/Time: 2026-07-16 10:39:37 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 22 Scenario seed: -7549248447377455043 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.43% Blocker-prone seat share (topology component): 60.46% Aisle-assignment balance: 98.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1115 Passengers seated: 306/306 Average waiting ticks: 511.00 Longest waiting passenger: P126->23H(RIGHT) Longest waiting ticks: 1059 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: LEFT:tiles22-26:occupied=4:anchor=P169:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 16 Regions dissolved: 1 Repeated reconstructions avoided: 16 Largest region lifetime: 17 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=17 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2720 Maximum occupied tiles: 13 Seat events: 150 Single-blocker events: 49 Multiple-blocker events: 12 Temporary aisle reoccupations: 74 RIGHT AISLE ----------- Total moves: 2575 Maximum occupied tiles: 12 Seat events: 156 Single-blocker events: 35 Multiple-blocker events: 19 Temporary aisle reoccupations: 77 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 128 Reservations granted: 128 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6519 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8050 Total stationary ticks: 161843 Seat-event requests: 321 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 882 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 882 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 320\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 08 INDEPENDENT REGION ISOLATION ============================================================ Date/Time: 2026-07-16 10:39:37 Experiment mode: INDEPENDENT_REGION_ISOLATION_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 22 Scenario seed: -7549248447377455043 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: INDEPENDENT_REGION_ISOLATION_DATASET Row-zone concentration (diagnostic control): 28.10% Blocker-prone seat share (topology component): 70.59% Aisle-assignment balance: 90.20% OUTCOME ------- Status: SUCCESS Completed ticks: 1185 Passengers seated: 306/306 Average waiting ticks: 510.15 Longest waiting passenger: P293->7F(RIGHT) Longest waiting ticks: 1135 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2250 Maximum occupied tiles: 12 Seat events: 138 Single-blocker events: 20 Multiple-blocker events: 5 Temporary aisle reoccupations: 30 RIGHT AISLE ----------- Total moves: 2935 Maximum occupied tiles: 16 Seat events: 168 Single-blocker events: 33 Multiple-blocker events: 5 Temporary aisle reoccupations: 43 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 115 Reservations granted: 115 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7377 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8218 Total stationary ticks: 162445 Seat-event requests: 307 Failed seat-event starts: 1 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 449 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 449 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_REGION_ISOLATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 307\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 3\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 22 | standardDataset=306/306 (100.00%) | isolationDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | isolationWorse=false | standardFamily=COMPLETE_CABIN | isolationFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 08 INDEPENDENT REGION ISOLATION ============================================================ Date/Time: 2026-07-16 10:39:37 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 23 Scenario seed: 4519082988640820556 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.77% Blocker-prone seat share (topology component): 75.44% Aisle-assignment balance: 96.49% OUTCOME ------- Status: SUCCESS Completed ticks: 825 Passengers seated: 228/228 Average waiting ticks: 367.85 Longest waiting passenger: P154->11C(RIGHT) Longest waiting ticks: 787 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1559 Maximum occupied tiles: 14 Seat events: 110 Single-blocker events: 28 Multiple-blocker events: 14 Temporary aisle reoccupations: 59 RIGHT AISLE ----------- Total moves: 1754 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 29 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 123 Reservations granted: 123 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4498 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5596 Total stationary ticks: 87691 Seat-event requests: 238 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 544 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 544 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 238\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 08 INDEPENDENT REGION ISOLATION ============================================================ Date/Time: 2026-07-16 10:39:37 Experiment mode: INDEPENDENT_REGION_ISOLATION_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 23 Scenario seed: 4519082988640820556 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: INDEPENDENT_REGION_ISOLATION_DATASET Row-zone concentration (diagnostic control): 33.77% Blocker-prone seat share (topology component): 78.95% Aisle-assignment balance: 94.74% OUTCOME ------- Status: SUCCESS Completed ticks: 846 Passengers seated: 228/228 Average waiting ticks: 369.57 Longest waiting passenger: P215->11E(RIGHT) Longest waiting ticks: 794 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1523 Maximum occupied tiles: 13 Seat events: 108 Single-blocker events: 23 Multiple-blocker events: 0 Temporary aisle reoccupations: 23 RIGHT AISLE ----------- Total moves: 1740 Maximum occupied tiles: 13 Seat events: 120 Single-blocker events: 35 Multiple-blocker events: 0 Temporary aisle reoccupations: 35 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 108 Reservations granted: 108 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4762 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5474 Total stationary ticks: 88383 Seat-event requests: 228 Failed seat-event starts: 0 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 297 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 0 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 297 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_REGION_ISOLATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 228\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 23 | standardDataset=228/228 (100.00%) | isolationDataset=228/228 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | isolationWorse=false | standardFamily=COMPLETE_CABIN | isolationFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 08 INDEPENDENT REGION ISOLATION ============================================================ Date/Time: 2026-07-16 10:39:37 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 24 Scenario seed: 4297087376607226005 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.66% Blocker-prone seat share (topology component): 66.79% Aisle-assignment balance: 99.27% OUTCOME ------- Status: SUCCESS Completed ticks: 970 Passengers seated: 274/274 Average waiting ticks: 452.86 Longest waiting passenger: P54->10G(RIGHT) Longest waiting ticks: 925 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: RIGHT:tiles23-26:occupied=4:anchor=P246:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 22 Regions dissolved: 1 Repeated reconstructions avoided: 22 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=23 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2167 Maximum occupied tiles: 12 Seat events: 138 Single-blocker events: 39 Multiple-blocker events: 14 Temporary aisle reoccupations: 67 RIGHT AISLE ----------- Total moves: 2041 Maximum occupied tiles: 12 Seat events: 136 Single-blocker events: 37 Multiple-blocker events: 11 Temporary aisle reoccupations: 59 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 93 Reservations granted: 93 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5016 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6316 Total stationary ticks: 128215 Seat-event requests: 287 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 710 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 710 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 286\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 08 INDEPENDENT REGION ISOLATION ============================================================ Date/Time: 2026-07-16 10:39:37 Experiment mode: INDEPENDENT_REGION_ISOLATION_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 24 Scenario seed: 4297087376607226005 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: INDEPENDENT_REGION_ISOLATION_DATASET Row-zone concentration (diagnostic control): 31.02% Blocker-prone seat share (topology component): 70.07% Aisle-assignment balance: 93.43% OUTCOME ------- Status: SUCCESS Completed ticks: 1031 Passengers seated: 274/274 Average waiting ticks: 454.41 Longest waiting passenger: P66->10E(LEFT) Longest waiting ticks: 989 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2188 Maximum occupied tiles: 12 Seat events: 146 Single-blocker events: 30 Multiple-blocker events: 5 Temporary aisle reoccupations: 40 RIGHT AISLE ----------- Total moves: 1984 Maximum occupied tiles: 14 Seat events: 128 Single-blocker events: 5 Multiple-blocker events: 5 Temporary aisle reoccupations: 15 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 91 Reservations granted: 89 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5934 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6912 Total stationary ticks: 129658 Seat-event requests: 275 Failed seat-event starts: 1 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 482 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 482 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_REGION_ISOLATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 277\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 4\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 24 | standardDataset=274/274 (100.00%) | isolationDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | isolationWorse=false | standardFamily=COMPLETE_CABIN | isolationFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 08 INDEPENDENT REGION ISOLATION ============================================================ Date/Time: 2026-07-16 10:39:37 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 25 Scenario seed: -1618752062860107760 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.39% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 90.20% OUTCOME ------- Status: SUCCESS Completed ticks: 797 Passengers seated: 204/204 Average waiting ticks: 336.86 Longest waiting passenger: P145->11G(RIGHT) Longest waiting ticks: 754 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 7 Regions dissolved: 1 Repeated reconstructions avoided: 7 Largest region lifetime: 8 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=8 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1366 Maximum occupied tiles: 11 Seat events: 92 Single-blocker events: 18 Multiple-blocker events: 3 Temporary aisle reoccupations: 24 RIGHT AISLE ----------- Total moves: 1550 Maximum occupied tiles: 14 Seat events: 112 Single-blocker events: 34 Multiple-blocker events: 14 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 110 Reservations granted: 108 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3670 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4541 Total stationary ticks: 71737 Seat-event requests: 212 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 442 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 442 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 214\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 2\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 08 INDEPENDENT REGION ISOLATION ============================================================ Date/Time: 2026-07-16 10:39:37 Experiment mode: INDEPENDENT_REGION_ISOLATION_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 25 Scenario seed: -1618752062860107760 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: INDEPENDENT_REGION_ISOLATION_DATASET Row-zone concentration (diagnostic control): 34.31% Blocker-prone seat share (topology component): 88.24% Aisle-assignment balance: 99.02% OUTCOME ------- Status: SUCCESS Completed ticks: 740 Passengers seated: 204/204 Average waiting ticks: 329.58 Longest waiting passenger: P108->13D(LEFT) Longest waiting ticks: 676 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1415 Maximum occupied tiles: 12 Seat events: 101 Single-blocker events: 16 Multiple-blocker events: 0 Temporary aisle reoccupations: 16 RIGHT AISLE ----------- Total moves: 1565 Maximum occupied tiles: 13 Seat events: 103 Single-blocker events: 18 Multiple-blocker events: 0 Temporary aisle reoccupations: 18 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 85 Reservations granted: 84 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4388 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5113 Total stationary ticks: 71048 Seat-event requests: 204 Failed seat-event starts: 0 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 360 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 0 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 360 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_REGION_ISOLATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 205\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 25 | standardDataset=204/204 (100.00%) | isolationDataset=204/204 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | isolationWorse=false | standardFamily=COMPLETE_CABIN | isolationFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 08 INDEPENDENT REGION ISOLATION ============================================================ Date/Time: 2026-07-16 10:39:37 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 26 Scenario seed: 7637717698422060553 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.07% Blocker-prone seat share (topology component): 59.36% Aisle-assignment balance: 94.15% OUTCOME ------- Status: SUCCESS Completed ticks: 1276 Passengers seated: 342/342 Average waiting ticks: 566.26 Longest waiting passenger: P248->26A(LEFT) Longest waiting ticks: 1229 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 4 Largest detected cluster: 4 Selected release potential total: 5 Last cluster decision: LEFT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 48 Regions dissolved: 3 Repeated reconstructions avoided: 48 Largest region lifetime: 31 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=31 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3173 Maximum occupied tiles: 15 Seat events: 181 Single-blocker events: 46 Multiple-blocker events: 25 Temporary aisle reoccupations: 103 RIGHT AISLE ----------- Total moves: 2795 Maximum occupied tiles: 13 Seat events: 161 Single-blocker events: 49 Multiple-blocker events: 23 Temporary aisle reoccupations: 98 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 161 Reservations granted: 161 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7578 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9483 Total stationary ticks: 200246 Seat-event requests: 371 Failed seat-event starts: 29 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 924 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 29 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 924 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 369\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 9\nOccupied-space rejections: 37\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 08 INDEPENDENT REGION ISOLATION ============================================================ Date/Time: 2026-07-16 10:39:37 Experiment mode: INDEPENDENT_REGION_ISOLATION_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 26 Scenario seed: 7637717698422060553 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: INDEPENDENT_REGION_ISOLATION_DATASET Row-zone concentration (diagnostic control): 28.07% Blocker-prone seat share (topology component): 63.16% Aisle-assignment balance: 94.74% OUTCOME ------- Status: SUCCESS Completed ticks: 1258 Passengers seated: 342/342 Average waiting ticks: 564.11 Longest waiting passenger: P316->15F(RIGHT) Longest waiting ticks: 1195 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2766 Maximum occupied tiles: 15 Seat events: 162 Single-blocker events: 32 Multiple-blocker events: 5 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 3150 Maximum occupied tiles: 16 Seat events: 180 Single-blocker events: 41 Multiple-blocker events: 5 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 139 Reservations granted: 137 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8434 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9763 Total stationary ticks: 200413 Seat-event requests: 346 Failed seat-event starts: 4 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 624 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 4 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 624 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_REGION_ISOLATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 348\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 26 | standardDataset=342/342 (100.00%) | isolationDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | isolationWorse=false | standardFamily=COMPLETE_CABIN | isolationFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 08 INDEPENDENT REGION ISOLATION ============================================================ Date/Time: 2026-07-16 10:39:37 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 27 Scenario seed: 7038436515696686281 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 75.46% Aisle-assignment balance: 97.22% OUTCOME ------- Status: SUCCESS Completed ticks: 784 Passengers seated: 216/216 Average waiting ticks: 348.83 Longest waiting passenger: P24->8D(LEFT) Longest waiting ticks: 747 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles11-13:occupied=3:anchor=P209:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 10 Regions dissolved: 1 Repeated reconstructions avoided: 10 Largest region lifetime: 11 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=11 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1681 Maximum occupied tiles: 14 Seat events: 111 Single-blocker events: 29 Multiple-blocker events: 17 Temporary aisle reoccupations: 67 RIGHT AISLE ----------- Total moves: 1464 Maximum occupied tiles: 11 Seat events: 105 Single-blocker events: 24 Multiple-blocker events: 8 Temporary aisle reoccupations: 42 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 123 Reservations granted: 120 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4157 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5218 Total stationary ticks: 78912 Seat-event requests: 228 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 475 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 475 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 230\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 08 INDEPENDENT REGION ISOLATION ============================================================ Date/Time: 2026-07-16 10:39:37 Experiment mode: INDEPENDENT_REGION_ISOLATION_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 27 Scenario seed: 7038436515696686281 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: INDEPENDENT_REGION_ISOLATION_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 83.33% Aisle-assignment balance: 97.22% OUTCOME ------- Status: SUCCESS Completed ticks: 794 Passengers seated: 216/216 Average waiting ticks: 348.22 Longest waiting passenger: P211->29E(RIGHT) Longest waiting ticks: 728 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1455 Maximum occupied tiles: 12 Seat events: 105 Single-blocker events: 20 Multiple-blocker events: 0 Temporary aisle reoccupations: 20 RIGHT AISLE ----------- Total moves: 1666 Maximum occupied tiles: 13 Seat events: 111 Single-blocker events: 26 Multiple-blocker events: 0 Temporary aisle reoccupations: 26 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 96 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4501 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5151 Total stationary ticks: 79088 Seat-event requests: 216 Failed seat-event starts: 0 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 295 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 0 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 295 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_REGION_ISOLATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 216\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 27 | standardDataset=216/216 (100.00%) | isolationDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | isolationWorse=false | standardFamily=COMPLETE_CABIN | isolationFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 08 INDEPENDENT REGION ISOLATION ============================================================ Date/Time: 2026-07-16 10:39:37 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 28 Scenario seed: 3504961108606988885 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.66% Blocker-prone seat share (topology component): 66.06% Aisle-assignment balance: 96.35% OUTCOME ------- Status: SUCCESS Completed ticks: 1007 Passengers seated: 274/274 Average waiting ticks: 452.16 Longest waiting passenger: P162->5H(RIGHT) Longest waiting ticks: 957 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles22-24:occupied=3:anchor=P175:selected=P83:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 15 Regions dissolved: 1 Repeated reconstructions avoided: 15 Largest region lifetime: 16 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=16 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2061 Maximum occupied tiles: 13 Seat events: 132 Single-blocker events: 31 Multiple-blocker events: 15 Temporary aisle reoccupations: 61 RIGHT AISLE ----------- Total moves: 2167 Maximum occupied tiles: 14 Seat events: 142 Single-blocker events: 39 Multiple-blocker events: 13 Temporary aisle reoccupations: 65 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 94 Reservations granted: 93 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5286 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6678 Total stationary ticks: 128384 Seat-event requests: 287 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 693 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 693 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 287\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 08 INDEPENDENT REGION ISOLATION ============================================================ Date/Time: 2026-07-16 10:39:37 Experiment mode: INDEPENDENT_REGION_ISOLATION_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 28 Scenario seed: 3504961108606988885 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: INDEPENDENT_REGION_ISOLATION_DATASET Row-zone concentration (diagnostic control): 30.66% Blocker-prone seat share (topology component): 70.07% Aisle-assignment balance: 93.43% OUTCOME ------- Status: SUCCESS Completed ticks: 1048 Passengers seated: 274/274 Average waiting ticks: 455.94 Longest waiting passenger: P256->20E(LEFT) Longest waiting ticks: 1001 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2229 Maximum occupied tiles: 13 Seat events: 146 Single-blocker events: 30 Multiple-blocker events: 5 Temporary aisle reoccupations: 40 RIGHT AISLE ----------- Total moves: 1984 Maximum occupied tiles: 14 Seat events: 128 Single-blocker events: 5 Multiple-blocker events: 5 Temporary aisle reoccupations: 15 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 89 Reservations denied/waited: 8 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5938 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6968 Total stationary ticks: 130079 Seat-event requests: 274 Failed seat-event starts: 0 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 526 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 0 Rear-boundary failures: 0 Middle-bank reservation failures: 8 Active-event deferrals: 526 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_REGION_ISOLATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 283\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 5\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 28 | standardDataset=274/274 (100.00%) | isolationDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | isolationWorse=false | standardFamily=COMPLETE_CABIN | isolationFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 08 INDEPENDENT REGION ISOLATION ============================================================ Date/Time: 2026-07-16 10:39:37 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 29 Scenario seed: 8058727884467314553 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.39% Blocker-prone seat share (topology component): 67.52% Aisle-assignment balance: 95.62% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2418 Passengers seated: 258/274 Average waiting ticks: 468.27 Longest waiting passenger: P89->18D(RIGHT) Longest waiting ticks: 2380 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 24 Cluster candidates evaluated: 47 Executable cluster candidates: 10 Rejected cluster candidates: 37 Cluster selections: 6 Cluster-selected events started: 6 Largest detected cluster: 16 Selected release potential total: 26 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1839 Regions dissolved: 2 Repeated reconstructions avoided: 1839 Largest region lifetime: 1771 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1771:occupied=16 Confirmation deferral ticks: 5 Regions reaching confirmation: 3 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1566 State changes reopening evaluation: 21 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2020 Maximum occupied tiles: 14 Seat events: 131 Single-blocker events: 43 Multiple-blocker events: 8 Temporary aisle reoccupations: 59 RIGHT AISLE ----------- Total moves: 2227 Maximum occupied tiles: 22 Seat events: 127 Single-blocker events: 40 Multiple-blocker events: 10 Temporary aisle reoccupations: 60 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1630 Reservations granted: 1627 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 12 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 19602 Longest unresolved passenger ID: 90 Longest unresolved row: 32 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 9 Longest dependency chain: P137(25E/RIGHT) -> P94(27G/RIGHT) -> P190(24F/RIGHT) -> P24(25I/RIGHT) -> P88(28D/RIGHT) -> P102(27F/RIGHT) -> P87(31H/RIGHT) -> P184(31D/RIGHT) -> P20(28I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 137 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 12 Total blocked ticks: 32482 Total stationary ticks: 151925 Seat-event requests: 1882 Failed seat-event starts: 1624 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 20 Critical blocker identity: P20->28I(RIGHT) Direct fan-out: 1 Total indirect descendants: 8 Critical tree size including blocker: 9 Critical tree depth: 9 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 16 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 7 Critical blocker tree: P20(28I/RIGHT/WAITING_FOR_SEAT_EVENT) P184(31D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P87(31H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P102(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P88(28D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P24(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P190(24F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P94(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P137(25E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1605 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 29|30 Critical blocker unavailable yield tiles: 29|30 Critical blocker yield-tile occupants: 13|153 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 3 Yield-tile occupied failures: 1605 Rear-boundary failures: 19 Middle-bank reservation failures: 3 Active-event deferrals: 1075 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 2 Trace length: 2 Yield-occupant trace: yieldOccupant[13]: P13(31G/RIGHT/MOVING_IN_AISLE@tile29) -> P153(30E/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[153]: P153(30E/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P153->30E(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P13{seat=31G,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=29,directBlocker=153,lastMoveTick=698,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P153{seat=30E,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=648,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 29|30 Current unavailable yield tiles: 29|30 Current yield-tile occupants: 13|153 Final row-event chain: 20|13|153 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 4 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1880\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 7\nOccupied-space rejections: 3201\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 08 INDEPENDENT REGION ISOLATION ============================================================ Date/Time: 2026-07-16 10:39:37 Experiment mode: INDEPENDENT_REGION_ISOLATION_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 29 Scenario seed: 8058727884467314553 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: INDEPENDENT_REGION_ISOLATION_DATASET Row-zone concentration (diagnostic control): 31.75% Blocker-prone seat share (topology component): 70.07% Aisle-assignment balance: 93.43% OUTCOME ------- Status: SUCCESS Completed ticks: 1019 Passengers seated: 274/274 Average waiting ticks: 449.35 Longest waiting passenger: P64->12E(LEFT) Longest waiting ticks: 975 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2188 Maximum occupied tiles: 13 Seat events: 146 Single-blocker events: 32 Multiple-blocker events: 5 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1984 Maximum occupied tiles: 14 Seat events: 128 Single-blocker events: 5 Multiple-blocker events: 5 Temporary aisle reoccupations: 15 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 94 Reservations granted: 91 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6168 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7003 Total stationary ticks: 128481 Seat-event requests: 275 Failed seat-event starts: 1 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 376 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 376 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_REGION_ISOLATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 278\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 2\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 29 | standardDataset=258/274 (94.16%) | isolationDataset=274/274 (100.00%) | seatedDelta=+16 | completionDelta=+5.84% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=true | isolationWorse=false | standardFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL | isolationFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 08 INDEPENDENT REGION ISOLATION ============================================================ Date/Time: 2026-07-16 10:39:37 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 30 Scenario seed: 4796178364709272712 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 288 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.78% Blocker-prone seat share (topology component): 60.07% Aisle-assignment balance: 97.22% OUTCOME ------- Status: SUCCESS Completed ticks: 1073 Passengers seated: 288/288 Average waiting ticks: 486.26 Longest waiting passenger: P242->22A(LEFT) Longest waiting ticks: 1020 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles24-27:occupied=3:anchor=P272:selected=P258:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 13 Regions dissolved: 1 Repeated reconstructions avoided: 13 Largest region lifetime: 14 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=14 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2587 Maximum occupied tiles: 13 Seat events: 148 Single-blocker events: 40 Multiple-blocker events: 17 Temporary aisle reoccupations: 77 RIGHT AISLE ----------- Total moves: 2427 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 36 Multiple-blocker events: 18 Temporary aisle reoccupations: 73 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 124 Reservations granted: 120 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6089 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7510 Total stationary ticks: 145204 Seat-event requests: 303 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 751 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 751 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 306\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 08 INDEPENDENT REGION ISOLATION ============================================================ Date/Time: 2026-07-16 10:39:37 Experiment mode: INDEPENDENT_REGION_ISOLATION_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 30 Scenario seed: 4796178364709272712 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 288 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: INDEPENDENT_REGION_ISOLATION_DATASET Row-zone concentration (diagnostic control): 28.47% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 95.83% OUTCOME ------- Status: SUCCESS Completed ticks: 1080 Passengers seated: 288/288 Average waiting ticks: 479.63 Longest waiting passenger: P120->27F(RIGHT) Longest waiting ticks: 1011 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2250 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 20 Multiple-blocker events: 5 Temporary aisle reoccupations: 30 RIGHT AISLE ----------- Total moves: 2764 Maximum occupied tiles: 16 Seat events: 150 Single-blocker events: 26 Multiple-blocker events: 5 Temporary aisle reoccupations: 36 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 114 Reservations granted: 108 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7179 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8002 Total stationary ticks: 144395 Seat-event requests: 290 Failed seat-event starts: 2 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 392 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 2 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 392 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_REGION_ISOLATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 3\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 30 | standardDataset=288/288 (100.00%) | isolationDataset=288/288 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | isolationWorse=false | standardFamily=COMPLETE_CABIN | isolationFamily=COMPLETE_CABIN ************************************************************ BATCH EXPERIMENT SUMMARY RESEARCH EXPERIMENT 08 INDEPENDENT REGION ISOLATION ************************************************************ Experiment seed: 1783790101901 Scenarios executed: 60 Successful completions: 57 Incomplete/MAX_TICKS: 3 Average completed ticks: 1015.13 Average waiting ticks: 421.49 ************************************************************ ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:10:28 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 1 Scenario seed: 7216130499227313205 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.39% Blocker-prone seat share (topology component): 66.79% Aisle-assignment balance: 98.54% OUTCOME ------- Status: SUCCESS Completed ticks: 990 Passengers seated: 274/274 Average waiting ticks: 450.42 Longest waiting passenger: P233->32A(LEFT) Longest waiting ticks: 921 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2125 Maximum occupied tiles: 12 Seat events: 139 Single-blocker events: 45 Multiple-blocker events: 13 Temporary aisle reoccupations: 71 RIGHT AISLE ----------- Total moves: 2075 Maximum occupied tiles: 11 Seat events: 135 Single-blocker events: 41 Multiple-blocker events: 8 Temporary aisle reoccupations: 57 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 98 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5198 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6411 Total stationary ticks: 127724 Seat-event requests: 284 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 632 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 632 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 289\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:10:28 Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 1 Scenario seed: 7216130499227313205 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Row-zone concentration (diagnostic control): 30.66% Blocker-prone seat share (topology component): 70.07% Aisle-assignment balance: 93.43% OUTCOME ------- Status: SUCCESS Completed ticks: 1039 Passengers seated: 274/274 Average waiting ticks: 452.64 Longest waiting passenger: P256->2C(LEFT) Longest waiting ticks: 986 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2208 Maximum occupied tiles: 12 Seat events: 146 Single-blocker events: 30 Multiple-blocker events: 5 Temporary aisle reoccupations: 40 RIGHT AISLE ----------- Total moves: 1984 Maximum occupied tiles: 14 Seat events: 128 Single-blocker events: 5 Multiple-blocker events: 5 Temporary aisle reoccupations: 15 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 90 Reservations granted: 90 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6550 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7508 Total stationary ticks: 129797 Seat-event requests: 277 Failed seat-event starts: 3 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 459 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 3 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 459 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 277\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 01 | standardDataset=274/274 (100.00%) | catalogueDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:10:28 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 2 Scenario seed: -5145057424286824451 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.48% Blocker-prone seat share (topology component): 73.61% Aisle-assignment balance: 94.44% OUTCOME ------- Status: SUCCESS Completed ticks: 799 Passengers seated: 216/216 Average waiting ticks: 351.06 Longest waiting passenger: P90->5C(LEFT) Longest waiting ticks: 749 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 31 Regions dissolved: 2 Repeated reconstructions avoided: 31 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1607 Maximum occupied tiles: 12 Seat events: 114 Single-blocker events: 32 Multiple-blocker events: 9 Temporary aisle reoccupations: 52 RIGHT AISLE ----------- Total moves: 1517 Maximum occupied tiles: 11 Seat events: 102 Single-blocker events: 19 Multiple-blocker events: 9 Temporary aisle reoccupations: 38 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 125 Reservations granted: 121 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3653 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4671 Total stationary ticks: 78797 Seat-event requests: 225 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 557 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 557 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 229\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:10:28 Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 2 Scenario seed: -5145057424286824451 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 83.33% Aisle-assignment balance: 97.22% OUTCOME ------- Status: SUCCESS Completed ticks: 792 Passengers seated: 216/216 Average waiting ticks: 350.11 Longest waiting passenger: P206->28E(RIGHT) Longest waiting ticks: 742 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1455 Maximum occupied tiles: 10 Seat events: 105 Single-blocker events: 16 Multiple-blocker events: 0 Temporary aisle reoccupations: 16 RIGHT AISLE ----------- Total moves: 1659 Maximum occupied tiles: 12 Seat events: 111 Single-blocker events: 22 Multiple-blocker events: 0 Temporary aisle reoccupations: 22 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 96 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4712 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5537 Total stationary ticks: 79772 Seat-event requests: 216 Failed seat-event starts: 0 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 383 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 0 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 383 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 221\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 02 | standardDataset=216/216 (100.00%) | catalogueDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:10:28 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 3 Scenario seed: 3757159740356003327 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.65% Blocker-prone seat share (topology component): 60.53% Aisle-assignment balance: 98.83% OUTCOME ------- Status: SUCCESS Completed ticks: 1266 Passengers seated: 342/342 Average waiting ticks: 588.90 Longest waiting passenger: P156->23B(LEFT) Longest waiting ticks: 1212 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3072 Maximum occupied tiles: 14 Seat events: 173 Single-blocker events: 56 Multiple-blocker events: 25 Temporary aisle reoccupations: 111 RIGHT AISLE ----------- Total moves: 2968 Maximum occupied tiles: 12 Seat events: 169 Single-blocker events: 49 Multiple-blocker events: 22 Temporary aisle reoccupations: 96 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 147 Reservations granted: 143 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6815 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8177 Total stationary ticks: 206919 Seat-event requests: 351 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 758 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 758 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 355\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 7\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:10:28 Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 3 Scenario seed: 3757159740356003327 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Row-zone concentration (diagnostic control): 27.49% Blocker-prone seat share (topology component): 63.16% Aisle-assignment balance: 94.74% OUTCOME ------- Status: SUCCESS Completed ticks: 1287 Passengers seated: 342/342 Average waiting ticks: 580.14 Longest waiting passenger: P301->5H(RIGHT) Longest waiting ticks: 1251 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P279:selected=P278:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 10 Regions dissolved: 1 Repeated reconstructions avoided: 10 Largest region lifetime: 11 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=11 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2708 Maximum occupied tiles: 13 Seat events: 162 Single-blocker events: 27 Multiple-blocker events: 3 Temporary aisle reoccupations: 33 RIGHT AISLE ----------- Total moves: 3150 Maximum occupied tiles: 16 Seat events: 180 Single-blocker events: 39 Multiple-blocker events: 3 Temporary aisle reoccupations: 45 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 136 Reservations granted: 136 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 9207 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 10385 Total stationary ticks: 206618 Seat-event requests: 346 Failed seat-event starts: 4 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 568 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 4 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 568 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 345\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 03 | standardDataset=342/342 (100.00%) | catalogueDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:10:28 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 4 Scenario seed: 4505242574357131631 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 75.49% Aisle-assignment balance: 91.18% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2255 Passengers seated: 200/204 Average waiting ticks: 339.50 Longest waiting passenger: P88->29C(RIGHT) Longest waiting ticks: 2194 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 4 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1498 Regions dissolved: 0 Repeated reconstructions avoided: 1498 Largest region lifetime: 1499 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1499:occupied=4 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1496 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1348 Maximum occupied tiles: 11 Seat events: 93 Single-blocker events: 18 Multiple-blocker events: 4 Temporary aisle reoccupations: 26 RIGHT AISLE ----------- Total moves: 1644 Maximum occupied tiles: 13 Seat events: 107 Single-blocker events: 25 Multiple-blocker events: 11 Temporary aisle reoccupations: 49 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1613 Reservations granted: 1609 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 4973 Longest unresolved passenger ID: 201 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P147(28E/RIGHT) -> P139(29G/RIGHT) -> P201(30D/RIGHT) -> P88(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 147 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 11024 Total stationary ticks: 77119 Seat-event requests: 1709 Failed seat-event starts: 1509 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 88 Critical blocker identity: P88->29C(RIGHT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 4 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P88(29C/RIGHT/WAITING_FOR_SEAT_EVENT) P201(30D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P139(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P147(28E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1505 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 4 Rear-boundary failures: 1505 Middle-bank reservation failures: 4 Active-event deferrals: 595 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1714\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:10:28 Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 4 Scenario seed: 4505242574357131631 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Row-zone concentration (diagnostic control): 34.31% Blocker-prone seat share (topology component): 88.24% Aisle-assignment balance: 99.02% OUTCOME ------- Status: SUCCESS Completed ticks: 721 Passengers seated: 204/204 Average waiting ticks: 326.28 Longest waiting passenger: P153->8F(RIGHT) Longest waiting ticks: 693 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1415 Maximum occupied tiles: 13 Seat events: 101 Single-blocker events: 13 Multiple-blocker events: 0 Temporary aisle reoccupations: 13 RIGHT AISLE ----------- Total moves: 1565 Maximum occupied tiles: 14 Seat events: 103 Single-blocker events: 15 Multiple-blocker events: 0 Temporary aisle reoccupations: 15 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 84 Reservations granted: 84 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5146 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5865 Total stationary ticks: 71129 Seat-event requests: 204 Failed seat-event starts: 0 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 379 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 0 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 379 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 204\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 04 | standardDataset=200/204 (98.04%) | catalogueDataset=204/204 (100.00%) | seatedDelta=+4 | completionDelta=+1.96% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=true | catalogueWorse=false | standardFamily=REAR_BOUNDARY_LOCK | catalogueFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:10:29 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 5 Scenario seed: -6826745434564669881 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 96.17% OUTCOME ------- Status: SUCCESS Completed ticks: 870 Passengers seated: 235/235 Average waiting ticks: 386.29 Longest waiting passenger: P138->20E(RIGHT) Longest waiting ticks: 843 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 22 Regions dissolved: 2 Repeated reconstructions avoided: 22 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1722 Maximum occupied tiles: 12 Seat events: 113 Single-blocker events: 30 Multiple-blocker events: 8 Temporary aisle reoccupations: 48 RIGHT AISLE ----------- Total moves: 1667 Maximum occupied tiles: 10 Seat events: 122 Single-blocker events: 34 Multiple-blocker events: 13 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 127 Reservations granted: 127 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4517 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5593 Total stationary ticks: 94540 Seat-event requests: 245 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 566 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 566 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:10:29 Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 5 Scenario seed: -6826745434564669881 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 76.60% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 859 Passengers seated: 235/235 Average waiting ticks: 385.57 Longest waiting passenger: P213->29E(RIGHT) Longest waiting ticks: 818 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1610 Maximum occupied tiles: 11 Seat events: 115 Single-blocker events: 30 Multiple-blocker events: 0 Temporary aisle reoccupations: 30 RIGHT AISLE ----------- Total moves: 1740 Maximum occupied tiles: 12 Seat events: 120 Single-blocker events: 35 Multiple-blocker events: 0 Temporary aisle reoccupations: 35 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 120 Reservations granted: 115 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5077 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5862 Total stationary ticks: 94937 Seat-event requests: 235 Failed seat-event starts: 0 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 399 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 0 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 399 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 240\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 2\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 05 | standardDataset=235/235 (100.00%) | catalogueDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:10:29 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 6 Scenario seed: 2513822240434754174 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.82% Blocker-prone seat share (topology component): 77.94% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 731 Passengers seated: 204/204 Average waiting ticks: 331.67 Longest waiting passenger: P8->20F(RIGHT) Longest waiting ticks: 685 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1499 Maximum occupied tiles: 14 Seat events: 102 Single-blocker events: 24 Multiple-blocker events: 8 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1479 Maximum occupied tiles: 12 Seat events: 102 Single-blocker events: 30 Multiple-blocker events: 6 Temporary aisle reoccupations: 44 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 103 Reservations granted: 103 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3601 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4643 Total stationary ticks: 70621 Seat-event requests: 210 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 585 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 585 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 210\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:10:29 Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 6 Scenario seed: 2513822240434754174 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Row-zone concentration (diagnostic control): 34.31% Blocker-prone seat share (topology component): 88.24% Aisle-assignment balance: 99.02% OUTCOME ------- Status: SUCCESS Completed ticks: 726 Passengers seated: 204/204 Average waiting ticks: 329.73 Longest waiting passenger: P148->6F(RIGHT) Longest waiting ticks: 698 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1415 Maximum occupied tiles: 11 Seat events: 101 Single-blocker events: 16 Multiple-blocker events: 0 Temporary aisle reoccupations: 16 RIGHT AISLE ----------- Total moves: 1565 Maximum occupied tiles: 13 Seat events: 103 Single-blocker events: 18 Multiple-blocker events: 0 Temporary aisle reoccupations: 18 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 84 Reservations granted: 84 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4848 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5493 Total stationary ticks: 71503 Seat-event requests: 204 Failed seat-event starts: 0 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 329 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 0 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 329 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 204\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 06 | standardDataset=204/204 (100.00%) | catalogueDataset=204/204 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:10:29 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 7 Scenario seed: -4676738862831661214 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.80% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 98.15% OUTCOME ------- Status: SUCCESS Completed ticks: 772 Passengers seated: 216/216 Average waiting ticks: 349.32 Longest waiting passenger: P213->4C(LEFT) Longest waiting ticks: 721 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 24 Regions dissolved: 2 Repeated reconstructions avoided: 24 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1563 Maximum occupied tiles: 12 Seat events: 110 Single-blocker events: 21 Multiple-blocker events: 10 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1500 Maximum occupied tiles: 12 Seat events: 106 Single-blocker events: 24 Multiple-blocker events: 10 Temporary aisle reoccupations: 48 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 119 Reservations granted: 119 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3938 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5006 Total stationary ticks: 78770 Seat-event requests: 227 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 538 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 538 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 227\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:10:29 Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 7 Scenario seed: -4676738862831661214 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 83.33% Aisle-assignment balance: 97.22% OUTCOME ------- Status: SUCCESS Completed ticks: 786 Passengers seated: 216/216 Average waiting ticks: 349.20 Longest waiting passenger: P215->9E(RIGHT) Longest waiting ticks: 743 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1455 Maximum occupied tiles: 11 Seat events: 105 Single-blocker events: 16 Multiple-blocker events: 0 Temporary aisle reoccupations: 16 RIGHT AISLE ----------- Total moves: 1669 Maximum occupied tiles: 12 Seat events: 111 Single-blocker events: 22 Multiple-blocker events: 0 Temporary aisle reoccupations: 22 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 96 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4821 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5610 Total stationary ticks: 79669 Seat-event requests: 216 Failed seat-event starts: 0 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 378 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 0 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 378 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 216\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 07 | standardDataset=216/216 (100.00%) | catalogueDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:10:29 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 8 Scenario seed: 2451708163553084058 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.05% Blocker-prone seat share (topology component): 64.86% Aisle-assignment balance: 95.75% OUTCOME ------- Status: SUCCESS Completed ticks: 943 Passengers seated: 259/259 Average waiting ticks: 421.84 Longest waiting passenger: P256->9F(LEFT) Longest waiting ticks: 901 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles10-13:occupied=3:anchor=P12:selected=P71:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2017 Maximum occupied tiles: 12 Seat events: 135 Single-blocker events: 41 Multiple-blocker events: 16 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 1933 Maximum occupied tiles: 14 Seat events: 124 Single-blocker events: 35 Multiple-blocker events: 9 Temporary aisle reoccupations: 53 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 90 Reservations granted: 90 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5174 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6489 Total stationary ticks: 113674 Seat-event requests: 273 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 652 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 652 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 272\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:10:29 Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 8 Scenario seed: 2451708163553084058 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Row-zone concentration (diagnostic control): 32.05% Blocker-prone seat share (topology component): 74.13% Aisle-assignment balance: 98.84% OUTCOME ------- Status: SUCCESS Completed ticks: 922 Passengers seated: 259/259 Average waiting ticks: 419.77 Longest waiting passenger: P235->18E(LEFT) Longest waiting ticks: 858 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1881 Maximum occupied tiles: 14 Seat events: 131 Single-blocker events: 20 Multiple-blocker events: 3 Temporary aisle reoccupations: 26 RIGHT AISLE ----------- Total moves: 1984 Maximum occupied tiles: 16 Seat events: 128 Single-blocker events: 3 Multiple-blocker events: 3 Temporary aisle reoccupations: 9 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 81 Reservations granted: 81 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6941 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7855 Total stationary ticks: 114960 Seat-event requests: 259 Failed seat-event starts: 0 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 450 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 0 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 450 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 259\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 2\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 08 | standardDataset=259/259 (100.00%) | catalogueDataset=259/259 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:10:29 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 9 Scenario seed: 7260830704529197968 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 35.42% Blocker-prone seat share (topology component): 75.52% Aisle-assignment balance: 89.58% OUTCOME ------- Status: SUCCESS Completed ticks: 754 Passengers seated: 192/192 Average waiting ticks: 315.99 Longest waiting passenger: P145->3H(RIGHT) Longest waiting ticks: 702 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P60:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 10 Regions dissolved: 1 Repeated reconstructions avoided: 10 Largest region lifetime: 11 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=11 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1277 Maximum occupied tiles: 12 Seat events: 86 Single-blocker events: 13 Multiple-blocker events: 6 Temporary aisle reoccupations: 26 RIGHT AISLE ----------- Total moves: 1496 Maximum occupied tiles: 11 Seat events: 106 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 105 Reservations granted: 102 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3411 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4220 Total stationary ticks: 63467 Seat-event requests: 203 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 413 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 413 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 205\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:10:29 Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 9 Scenario seed: 7260830704529197968 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Row-zone concentration (diagnostic control): 35.94% Blocker-prone seat share (topology component): 90.63% Aisle-assignment balance: 96.88% OUTCOME ------- Status: SUCCESS Completed ticks: 693 Passengers seated: 192/192 Average waiting ticks: 310.67 Longest waiting passenger: P158->7G(RIGHT) Longest waiting ticks: 664 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1236 Maximum occupied tiles: 12 Seat events: 93 Single-blocker events: 11 Multiple-blocker events: 0 Temporary aisle reoccupations: 11 RIGHT AISLE ----------- Total moves: 1485 Maximum occupied tiles: 14 Seat events: 99 Single-blocker events: 11 Multiple-blocker events: 0 Temporary aisle reoccupations: 11 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 76 Reservations granted: 76 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4495 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5147 Total stationary ticks: 63578 Seat-event requests: 192 Failed seat-event starts: 0 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 357 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 0 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 357 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 192\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 09 | standardDataset=192/192 (100.00%) | catalogueDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:10:29 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 10 Scenario seed: -447105676847956095 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.36% Blocker-prone seat share (topology component): 59.65% Aisle-assignment balance: 96.49% OUTCOME ------- Status: SUCCESS Completed ticks: 1251 Passengers seated: 342/342 Average waiting ticks: 564.00 Longest waiting passenger: P179->11J(RIGHT) Longest waiting ticks: 1169 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 5 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 6 Selected release potential total: 9 Last cluster decision: RIGHT:tiles10-14:occupied=4:anchor=P314:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 91 Regions dissolved: 4 Repeated reconstructions avoided: 91 Largest region lifetime: 46 Maximum simultaneous active regions: 2 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=46 Confirmation deferral ticks: 5 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 4 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2926 Maximum occupied tiles: 12 Seat events: 165 Single-blocker events: 39 Multiple-blocker events: 30 Temporary aisle reoccupations: 103 RIGHT AISLE ----------- Total moves: 3031 Maximum occupied tiles: 15 Seat events: 177 Single-blocker events: 40 Multiple-blocker events: 31 Temporary aisle reoccupations: 107 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 163 Reservations granted: 162 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7775 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9654 Total stationary ticks: 199662 Seat-event requests: 376 Failed seat-event starts: 34 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 889 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 34 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 889 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 10\nOccupied-space rejections: 41\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:10:29 Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 10 Scenario seed: -447105676847956095 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Row-zone concentration (diagnostic control): 27.49% Blocker-prone seat share (topology component): 63.16% Aisle-assignment balance: 94.74% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2732 Passengers seated: 337/342 Average waiting ticks: 573.32 Longest waiting passenger: P296->34F(RIGHT) Longest waiting ticks: 2683 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 5 Cluster candidates evaluated: 5 Executable cluster candidates: 0 Rejected cluster candidates: 5 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 5 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1602 Regions dissolved: 0 Repeated reconstructions avoided: 1602 Largest region lifetime: 1603 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1603:occupied=5 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1531 State changes reopening evaluation: 4 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2747 Maximum occupied tiles: 12 Seat events: 162 Single-blocker events: 32 Multiple-blocker events: 5 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 3146 Maximum occupied tiles: 15 Seat events: 175 Single-blocker events: 38 Multiple-blocker events: 5 Temporary aisle reoccupations: 48 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1673 Reservations granted: 1671 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8798 Longest unresolved passenger ID: 293 Longest unresolved row: 36 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P300(33F/RIGHT) -> P299(35H/RIGHT) -> P296(34F/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 300 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 17880 Total stationary ticks: 208604 Seat-event requests: 1877 Failed seat-event starts: 1540 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 296 Critical blocker identity: P296->34F(RIGHT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P296(34F/RIGHT/WAITING_FOR_SEAT_EVENT) P299(35H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P300(33F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1540 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 35 Critical blocker unavailable yield tiles: 35 Critical blocker yield-tile occupants: 293 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1540 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 633 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[293]: P293(36H/RIGHT/MOVING_IN_AISLE@tile35) -> P298(36F/RIGHT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P298->36F(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P293{seat=36H,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=35,directBlocker=298,lastMoveTick=1123,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 35 Current unavailable yield tiles: 35 Current yield-tile occupants: 293 Final row-event chain: 296|293|298 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 1879\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 1544\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 10 | standardDataset=342/342 (100.00%) | catalogueDataset=337/342 (98.54%) | seatedDelta=-5 | completionDelta=-1.46% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=true | standardFamily=COMPLETE_CABIN | catalogueFamily=MOVING_PASSENGER_YIELD_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:10:29 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 11 Scenario seed: 3638877016897499986 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 29.57% Blocker-prone seat share (topology component): 66.96% Aisle-assignment balance: 99.13% OUTCOME ------- Status: SUCCESS Completed ticks: 804 Passengers seated: 230/230 Average waiting ticks: 370.66 Longest waiting passenger: P111->9B(LEFT) Longest waiting ticks: 763 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1700 Maximum occupied tiles: 11 Seat events: 116 Single-blocker events: 28 Multiple-blocker events: 8 Temporary aisle reoccupations: 44 RIGHT AISLE ----------- Total moves: 1814 Maximum occupied tiles: 13 Seat events: 114 Single-blocker events: 38 Multiple-blocker events: 7 Temporary aisle reoccupations: 52 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 78 Reservations granted: 78 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4669 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5600 Total stationary ticks: 89203 Seat-event requests: 235 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 461 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 461 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 235\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:10:29 Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 11 Scenario seed: 3638877016897499986 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Row-zone concentration (diagnostic control): 32.61% Blocker-prone seat share (topology component): 83.48% Aisle-assignment balance: 94.78% OUTCOME ------- Status: SUCCESS Completed ticks: 859 Passengers seated: 230/230 Average waiting ticks: 371.82 Longest waiting passenger: P206->20B(LEFT) Longest waiting ticks: 778 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1744 Maximum occupied tiles: 13 Seat events: 121 Single-blocker events: 18 Multiple-blocker events: 5 Temporary aisle reoccupations: 28 RIGHT AISLE ----------- Total moves: 1761 Maximum occupied tiles: 14 Seat events: 109 Single-blocker events: 5 Multiple-blocker events: 5 Temporary aisle reoccupations: 15 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 77 Reservations granted: 77 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5891 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6650 Total stationary ticks: 90722 Seat-event requests: 232 Failed seat-event starts: 2 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 384 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 2 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 384 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 232\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 3\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 11 | standardDataset=230/230 (100.00%) | catalogueDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:10:29 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 12 Scenario seed: -8976697486543855838 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 36.46% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 705 Passengers seated: 192/192 Average waiting ticks: 319.16 Longest waiting passenger: P84->11G(RIGHT) Longest waiting ticks: 676 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: LEFT:tiles9-11:occupied=3:anchor=P136:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 40 Regions dissolved: 2 Repeated reconstructions avoided: 40 Largest region lifetime: 31 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=11 Confirmation deferral ticks: 3 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1421 Maximum occupied tiles: 12 Seat events: 96 Single-blocker events: 23 Multiple-blocker events: 7 Temporary aisle reoccupations: 40 RIGHT AISLE ----------- Total moves: 1396 Maximum occupied tiles: 11 Seat events: 96 Single-blocker events: 19 Multiple-blocker events: 6 Temporary aisle reoccupations: 31 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 100 Reservations granted: 100 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3355 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4022 Total stationary ticks: 63983 Seat-event requests: 201 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 348 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 348 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 199\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 5\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:10:29 Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 12 Scenario seed: -8976697486543855838 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Row-zone concentration (diagnostic control): 36.46% Blocker-prone seat share (topology component): 90.63% Aisle-assignment balance: 96.88% OUTCOME ------- Status: SUCCESS Completed ticks: 705 Passengers seated: 192/192 Average waiting ticks: 314.88 Longest waiting passenger: P149->9F(RIGHT) Longest waiting ticks: 679 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1310 Maximum occupied tiles: 10 Seat events: 93 Single-blocker events: 10 Multiple-blocker events: 0 Temporary aisle reoccupations: 10 RIGHT AISLE ----------- Total moves: 1485 Maximum occupied tiles: 12 Seat events: 99 Single-blocker events: 10 Multiple-blocker events: 0 Temporary aisle reoccupations: 10 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 78 Reservations granted: 75 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4279 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4824 Total stationary ticks: 64141 Seat-event requests: 192 Failed seat-event starts: 0 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 292 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 0 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 292 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 195\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 12 | standardDataset=192/192 (100.00%) | catalogueDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:10:29 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 13 Scenario seed: 1058713798284952297 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.12% Blocker-prone seat share (topology component): 61.11% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 1097 Passengers seated: 306/306 Average waiting ticks: 507.68 Longest waiting passenger: P240->4A(LEFT) Longest waiting ticks: 1037 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2758 Maximum occupied tiles: 12 Seat events: 153 Single-blocker events: 44 Multiple-blocker events: 15 Temporary aisle reoccupations: 74 RIGHT AISLE ----------- Total moves: 2622 Maximum occupied tiles: 14 Seat events: 153 Single-blocker events: 37 Multiple-blocker events: 23 Temporary aisle reoccupations: 87 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 132 Reservations granted: 132 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6586 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7836 Total stationary ticks: 160799 Seat-event requests: 318 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 715 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 715 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 318\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:10:29 Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 13 Scenario seed: 1058713798284952297 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Row-zone concentration (diagnostic control): 28.76% Blocker-prone seat share (topology component): 70.59% Aisle-assignment balance: 90.20% OUTCOME ------- Status: SUCCESS Completed ticks: 1190 Passengers seated: 306/306 Average waiting ticks: 510.31 Longest waiting passenger: P280->16F(RIGHT) Longest waiting ticks: 1155 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: RIGHT:tiles9-13:occupied=4:anchor=P281:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 20 Regions dissolved: 1 Repeated reconstructions avoided: 20 Largest region lifetime: 21 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=21 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2250 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 18 Multiple-blocker events: 3 Temporary aisle reoccupations: 24 RIGHT AISLE ----------- Total moves: 2997 Maximum occupied tiles: 16 Seat events: 168 Single-blocker events: 34 Multiple-blocker events: 3 Temporary aisle reoccupations: 40 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 124 Reservations granted: 122 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8813 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9897 Total stationary ticks: 164067 Seat-event requests: 310 Failed seat-event starts: 4 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 548 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 4 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 548 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 311\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 13 | standardDataset=306/306 (100.00%) | catalogueDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:10:29 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 14 Scenario seed: -2382699513390452918 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 824 Passengers seated: 235/235 Average waiting ticks: 380.83 Longest waiting passenger: P179->6D(RIGHT) Longest waiting ticks: 806 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 7 Selected release potential total: 6 Last cluster decision: LEFT:tiles9-14:occupied=6:anchor=P163:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 31 Regions dissolved: 1 Repeated reconstructions avoided: 31 Largest region lifetime: 32 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=32 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1734 Maximum occupied tiles: 13 Seat events: 116 Single-blocker events: 33 Multiple-blocker events: 9 Temporary aisle reoccupations: 53 RIGHT AISLE ----------- Total moves: 1702 Maximum occupied tiles: 14 Seat events: 119 Single-blocker events: 32 Multiple-blocker events: 13 Temporary aisle reoccupations: 60 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 130 Reservations granted: 130 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4717 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5966 Total stationary ticks: 93608 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 576 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 576 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:10:29 Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 14 Scenario seed: -2382699513390452918 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 76.60% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 832 Passengers seated: 235/235 Average waiting ticks: 381.09 Longest waiting passenger: P223->5E(RIGHT) Longest waiting ticks: 803 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1632 Maximum occupied tiles: 14 Seat events: 115 Single-blocker events: 27 Multiple-blocker events: 0 Temporary aisle reoccupations: 27 RIGHT AISLE ----------- Total moves: 1740 Maximum occupied tiles: 14 Seat events: 120 Single-blocker events: 32 Multiple-blocker events: 0 Temporary aisle reoccupations: 32 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 116 Reservations granted: 116 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5558 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6669 Total stationary ticks: 94568 Seat-event requests: 236 Failed seat-event starts: 1 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 515 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 515 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 236\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 1\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 14 | standardDataset=235/235 (100.00%) | catalogueDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:10:29 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 15 Scenario seed: 7910158282638001386 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.66% Blocker-prone seat share (topology component): 66.41% Aisle-assignment balance: 94.98% OUTCOME ------- Status: SUCCESS Completed ticks: 956 Passengers seated: 259/259 Average waiting ticks: 429.30 Longest waiting passenger: P57->12B(LEFT) Longest waiting ticks: 922 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2045 Maximum occupied tiles: 13 Seat events: 136 Single-blocker events: 37 Multiple-blocker events: 14 Temporary aisle reoccupations: 65 RIGHT AISLE ----------- Total moves: 1932 Maximum occupied tiles: 12 Seat events: 123 Single-blocker events: 32 Multiple-blocker events: 10 Temporary aisle reoccupations: 52 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 88 Reservations granted: 86 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5119 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6204 Total stationary ticks: 115474 Seat-event requests: 266 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 557 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 557 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 268\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:10:29 Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 15 Scenario seed: 7910158282638001386 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Row-zone concentration (diagnostic control): 31.66% Blocker-prone seat share (topology component): 74.13% Aisle-assignment balance: 98.84% OUTCOME ------- Status: SUCCESS Completed ticks: 937 Passengers seated: 259/259 Average waiting ticks: 426.88 Longest waiting passenger: P258->25C(LEFT) Longest waiting ticks: 896 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1881 Maximum occupied tiles: 10 Seat events: 131 Single-blocker events: 23 Multiple-blocker events: 5 Temporary aisle reoccupations: 33 RIGHT AISLE ----------- Total moves: 1984 Maximum occupied tiles: 13 Seat events: 128 Single-blocker events: 5 Multiple-blocker events: 5 Temporary aisle reoccupations: 15 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 82 Reservations granted: 82 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5682 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6432 Total stationary ticks: 115419 Seat-event requests: 260 Failed seat-event starts: 1 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 390 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 390 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 260\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 15 | standardDataset=259/259 (100.00%) | catalogueDataset=259/259 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:10:29 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 16 Scenario seed: 7835976452476775241 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.04% Blocker-prone seat share (topology component): 66.52% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 837 Passengers seated: 230/230 Average waiting ticks: 384.82 Longest waiting passenger: P49->16A(LEFT) Longest waiting ticks: 780 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles16-18:occupied=3:anchor=P49:selected=P151:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1782 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 28 Multiple-blocker events: 8 Temporary aisle reoccupations: 44 RIGHT AISLE ----------- Total moves: 1724 Maximum occupied tiles: 10 Seat events: 115 Single-blocker events: 33 Multiple-blocker events: 9 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 79 Reservations granted: 79 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4064 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4973 Total stationary ticks: 91828 Seat-event requests: 239 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 468 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 468 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 238\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:10:29 Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 16 Scenario seed: 7835976452476775241 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Row-zone concentration (diagnostic control): 32.61% Blocker-prone seat share (topology component): 83.48% Aisle-assignment balance: 94.78% OUTCOME ------- Status: SUCCESS Completed ticks: 874 Passengers seated: 230/230 Average waiting ticks: 380.68 Longest waiting passenger: P208->27D(LEFT) Longest waiting ticks: 799 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1732 Maximum occupied tiles: 13 Seat events: 121 Single-blocker events: 17 Multiple-blocker events: 5 Temporary aisle reoccupations: 27 RIGHT AISLE ----------- Total moves: 1761 Maximum occupied tiles: 14 Seat events: 109 Single-blocker events: 5 Multiple-blocker events: 5 Temporary aisle reoccupations: 15 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 76 Reservations granted: 76 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5551 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6318 Total stationary ticks: 92475 Seat-event requests: 231 Failed seat-event starts: 1 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 347 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 347 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 231\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 3\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 16 | standardDataset=230/230 (100.00%) | catalogueDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:10:29 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 17 Scenario seed: -5603982636816805098 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.77% Blocker-prone seat share (topology component): 74.12% Aisle-assignment balance: 96.49% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2329 Passengers seated: 226/228 Average waiting ticks: 384.43 Longest waiting passenger: P22->29F(LEFT) Longest waiting ticks: 2256 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 24 Regions dissolved: 2 Repeated reconstructions avoided: 24 Largest region lifetime: 17 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=17 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1590 Maximum occupied tiles: 12 Seat events: 116 Single-blocker events: 23 Multiple-blocker events: 10 Temporary aisle reoccupations: 46 RIGHT AISLE ----------- Total moves: 1694 Maximum occupied tiles: 13 Seat events: 110 Single-blocker events: 28 Multiple-blocker events: 7 Temporary aisle reoccupations: 44 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1648 Reservations granted: 1639 Reservations denied/waited: 9 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3986 Longest unresolved passenger ID: 47 Longest unresolved row: 29 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P47(29B/LEFT) -> P22(29F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 47 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 8174 Total stationary ticks: 92549 Seat-event requests: 1757 Failed seat-event starts: 1531 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 22 Critical blocker identity: P22->29F(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P22(29F/LEFT/WAITING_FOR_SEAT_EVENT) P47(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1519 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 3 Critical blocker required yield tiles: 30|31|32 Critical blocker unavailable yield tiles: 31|32 Critical blocker yield-tile occupants: -1|-1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 12 Rear-boundary failures: 1519 Middle-bank reservation failures: 9 Active-event deferrals: 553 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 30|31|32 Current unavailable yield tiles: 31|32 Current yield-tile occupants: -1|-1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 7\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:10:29 Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 17 Scenario seed: -5603982636816805098 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Row-zone concentration (diagnostic control): 33.77% Blocker-prone seat share (topology component): 78.95% Aisle-assignment balance: 94.74% OUTCOME ------- Status: SUCCESS Completed ticks: 853 Passengers seated: 228/228 Average waiting ticks: 375.66 Longest waiting passenger: P216->11E(RIGHT) Longest waiting ticks: 821 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1522 Maximum occupied tiles: 11 Seat events: 108 Single-blocker events: 19 Multiple-blocker events: 0 Temporary aisle reoccupations: 19 RIGHT AISLE ----------- Total moves: 1740 Maximum occupied tiles: 13 Seat events: 120 Single-blocker events: 31 Multiple-blocker events: 0 Temporary aisle reoccupations: 31 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 108 Reservations granted: 108 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4889 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5689 Total stationary ticks: 89828 Seat-event requests: 228 Failed seat-event starts: 0 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 433 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 0 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 433 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 228\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 1\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 17 | standardDataset=226/228 (99.12%) | catalogueDataset=228/228 (100.00%) | seatedDelta=+2 | completionDelta=+0.88% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=true | catalogueWorse=false | standardFamily=REAR_BOUNDARY_LOCK | catalogueFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:10:29 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 18 Scenario seed: -29016899169270240 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1018 Passengers seated: 282/282 Average waiting ticks: 460.86 Longest waiting passenger: P39->31A(LEFT) Longest waiting ticks: 950 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2171 Maximum occupied tiles: 11 Seat events: 144 Single-blocker events: 41 Multiple-blocker events: 12 Temporary aisle reoccupations: 65 RIGHT AISLE ----------- Total moves: 2188 Maximum occupied tiles: 11 Seat events: 138 Single-blocker events: 39 Multiple-blocker events: 20 Temporary aisle reoccupations: 79 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 101 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5629 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7092 Total stationary ticks: 134758 Seat-event requests: 293 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 749 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 749 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 293\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:10:29 Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 18 Scenario seed: -29016899169270240 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 68.09% Aisle-assignment balance: 90.78% OUTCOME ------- Status: SUCCESS Completed ticks: 1086 Passengers seated: 282/282 Average waiting ticks: 462.25 Longest waiting passenger: P279->28C(LEFT) Longest waiting ticks: 1002 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2343 Maximum occupied tiles: 15 Seat events: 154 Single-blocker events: 31 Multiple-blocker events: 3 Temporary aisle reoccupations: 37 RIGHT AISLE ----------- Total moves: 1984 Maximum occupied tiles: 16 Seat events: 128 Single-blocker events: 3 Multiple-blocker events: 3 Temporary aisle reoccupations: 9 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 92 Reservations granted: 92 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7683 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8624 Total stationary ticks: 137277 Seat-event requests: 282 Failed seat-event starts: 0 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 429 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 0 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 429 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 282\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 2\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 18 | standardDataset=282/282 (100.00%) | catalogueDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:10:29 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 19 Scenario seed: -1022932693840430131 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.20% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 99.72% OUTCOME ------- Status: SUCCESS Completed ticks: 1270 Passengers seated: 353/353 Average waiting ticks: 595.20 Longest waiting passenger: P228->31D(RIGHT) Longest waiting ticks: 1217 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 5 Clusters detected: 5 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: RIGHT:region=R5:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 5 Region updates: 107 Regions dissolved: 5 Repeated reconstructions avoided: 107 Largest region lifetime: 32 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R5:lifetime=8 Confirmation deferral ticks: 7 Regions reaching confirmation: 2 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3031 Maximum occupied tiles: 15 Seat events: 176 Single-blocker events: 50 Multiple-blocker events: 27 Temporary aisle reoccupations: 110 RIGHT AISLE ----------- Total moves: 3177 Maximum occupied tiles: 13 Seat events: 177 Single-blocker events: 51 Multiple-blocker events: 34 Temporary aisle reoccupations: 129 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 160 Reservations granted: 158 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7492 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9457 Total stationary ticks: 216460 Seat-event requests: 384 Failed seat-event starts: 31 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 994 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 31 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 994 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 11\nOccupied-space rejections: 37\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:10:29 Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 19 Scenario seed: -1022932693840430131 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Row-zone concentration (diagnostic control): 28.33% Blocker-prone seat share (topology component): 61.19% Aisle-assignment balance: 98.02% OUTCOME ------- Status: SUCCESS Completed ticks: 1270 Passengers seated: 353/353 Average waiting ticks: 585.08 Longest waiting passenger: P292->11H(RIGHT) Longest waiting ticks: 1236 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2964 Maximum occupied tiles: 14 Seat events: 173 Single-blocker events: 35 Multiple-blocker events: 5 Temporary aisle reoccupations: 45 RIGHT AISLE ----------- Total moves: 3150 Maximum occupied tiles: 16 Seat events: 180 Single-blocker events: 38 Multiple-blocker events: 5 Temporary aisle reoccupations: 48 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 142 Reservations granted: 142 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 9275 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 10496 Total stationary ticks: 214678 Seat-event requests: 356 Failed seat-event starts: 3 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 660 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 3 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 660 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 356\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 4\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 19 | standardDataset=353/353 (100.00%) | catalogueDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:10:29 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 20 Scenario seed: 7778104721219760133 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.66% Blocker-prone seat share (topology component): 65.69% Aisle-assignment balance: 98.54% OUTCOME ------- Status: SUCCESS Completed ticks: 989 Passengers seated: 274/274 Average waiting ticks: 448.40 Longest waiting passenger: P182->28I(RIGHT) Longest waiting ticks: 944 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2133 Maximum occupied tiles: 13 Seat events: 135 Single-blocker events: 28 Multiple-blocker events: 11 Temporary aisle reoccupations: 50 RIGHT AISLE ----------- Total moves: 2076 Maximum occupied tiles: 12 Seat events: 139 Single-blocker events: 35 Multiple-blocker events: 18 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 92 Reservations granted: 92 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5548 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6972 Total stationary ticks: 127697 Seat-event requests: 284 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 677 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 677 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 284\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:10:29 Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 20 Scenario seed: 7778104721219760133 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Row-zone concentration (diagnostic control): 32.48% Blocker-prone seat share (topology component): 70.07% Aisle-assignment balance: 93.43% OUTCOME ------- Status: SUCCESS Completed ticks: 1028 Passengers seated: 274/274 Average waiting ticks: 450.66 Longest waiting passenger: P266->22C(LEFT) Longest waiting ticks: 970 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2212 Maximum occupied tiles: 10 Seat events: 146 Single-blocker events: 30 Multiple-blocker events: 5 Temporary aisle reoccupations: 40 RIGHT AISLE ----------- Total moves: 1984 Maximum occupied tiles: 13 Seat events: 128 Single-blocker events: 5 Multiple-blocker events: 5 Temporary aisle reoccupations: 15 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 89 Reservations granted: 89 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6269 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7087 Total stationary ticks: 128901 Seat-event requests: 276 Failed seat-event starts: 2 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 405 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 2 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 405 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 276\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 4\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 20 | standardDataset=274/274 (100.00%) | catalogueDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:10:29 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 21 Scenario seed: -6050252773158139437 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.90% Blocker-prone seat share (topology component): 75.52% Aisle-assignment balance: 98.96% OUTCOME ------- Status: SUCCESS Completed ticks: 686 Passengers seated: 192/192 Average waiting ticks: 311.75 Longest waiting passenger: P131->5H(RIGHT) Longest waiting ticks: 644 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1430 Maximum occupied tiles: 11 Seat events: 95 Single-blocker events: 26 Multiple-blocker events: 4 Temporary aisle reoccupations: 34 RIGHT AISLE ----------- Total moves: 1368 Maximum occupied tiles: 11 Seat events: 97 Single-blocker events: 22 Multiple-blocker events: 5 Temporary aisle reoccupations: 32 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 97 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3532 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4379 Total stationary ticks: 62831 Seat-event requests: 195 Failed seat-event starts: 3 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 442 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 3 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 442 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 195\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:10:29 Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 21 Scenario seed: -6050252773158139437 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Row-zone concentration (diagnostic control): 35.94% Blocker-prone seat share (topology component): 90.63% Aisle-assignment balance: 96.88% OUTCOME ------- Status: SUCCESS Completed ticks: 694 Passengers seated: 192/192 Average waiting ticks: 311.29 Longest waiting passenger: P148->8G(RIGHT) Longest waiting ticks: 676 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1270 Maximum occupied tiles: 10 Seat events: 93 Single-blocker events: 14 Multiple-blocker events: 0 Temporary aisle reoccupations: 14 RIGHT AISLE ----------- Total moves: 1485 Maximum occupied tiles: 13 Seat events: 99 Single-blocker events: 14 Multiple-blocker events: 0 Temporary aisle reoccupations: 14 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 75 Reservations granted: 75 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4331 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4853 Total stationary ticks: 63468 Seat-event requests: 192 Failed seat-event starts: 0 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 293 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 0 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 293 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 192\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 21 | standardDataset=192/192 (100.00%) | catalogueDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:10:29 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 22 Scenario seed: -7549248447377455043 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.43% Blocker-prone seat share (topology component): 60.46% Aisle-assignment balance: 98.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1115 Passengers seated: 306/306 Average waiting ticks: 511.00 Longest waiting passenger: P126->23H(RIGHT) Longest waiting ticks: 1059 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: LEFT:tiles22-26:occupied=4:anchor=P169:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 16 Regions dissolved: 1 Repeated reconstructions avoided: 16 Largest region lifetime: 17 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=17 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2720 Maximum occupied tiles: 13 Seat events: 150 Single-blocker events: 49 Multiple-blocker events: 12 Temporary aisle reoccupations: 74 RIGHT AISLE ----------- Total moves: 2575 Maximum occupied tiles: 12 Seat events: 156 Single-blocker events: 35 Multiple-blocker events: 19 Temporary aisle reoccupations: 77 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 128 Reservations granted: 128 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6519 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8050 Total stationary ticks: 161843 Seat-event requests: 321 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 882 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 882 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 320\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:10:29 Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 22 Scenario seed: -7549248447377455043 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Row-zone concentration (diagnostic control): 28.10% Blocker-prone seat share (topology component): 70.59% Aisle-assignment balance: 90.20% OUTCOME ------- Status: SUCCESS Completed ticks: 1179 Passengers seated: 306/306 Average waiting ticks: 509.44 Longest waiting passenger: P298->13H(RIGHT) Longest waiting ticks: 1150 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2250 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 16 Multiple-blocker events: 1 Temporary aisle reoccupations: 18 RIGHT AISLE ----------- Total moves: 2935 Maximum occupied tiles: 14 Seat events: 168 Single-blocker events: 29 Multiple-blocker events: 1 Temporary aisle reoccupations: 31 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 117 Reservations granted: 115 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8004 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8870 Total stationary ticks: 162976 Seat-event requests: 306 Failed seat-event starts: 0 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 409 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 0 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 409 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 308\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 22 | standardDataset=306/306 (100.00%) | catalogueDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:10:29 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 23 Scenario seed: 4519082988640820556 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.77% Blocker-prone seat share (topology component): 75.44% Aisle-assignment balance: 96.49% OUTCOME ------- Status: SUCCESS Completed ticks: 825 Passengers seated: 228/228 Average waiting ticks: 367.85 Longest waiting passenger: P154->11C(RIGHT) Longest waiting ticks: 787 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1559 Maximum occupied tiles: 14 Seat events: 110 Single-blocker events: 28 Multiple-blocker events: 14 Temporary aisle reoccupations: 59 RIGHT AISLE ----------- Total moves: 1754 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 29 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 123 Reservations granted: 123 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4498 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5596 Total stationary ticks: 87691 Seat-event requests: 238 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 544 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 544 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 238\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:10:29 Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 23 Scenario seed: 4519082988640820556 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Row-zone concentration (diagnostic control): 33.77% Blocker-prone seat share (topology component): 78.95% Aisle-assignment balance: 94.74% OUTCOME ------- Status: SUCCESS Completed ticks: 835 Passengers seated: 228/228 Average waiting ticks: 366.32 Longest waiting passenger: P215->11E(RIGHT) Longest waiting ticks: 812 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1523 Maximum occupied tiles: 15 Seat events: 108 Single-blocker events: 21 Multiple-blocker events: 0 Temporary aisle reoccupations: 21 RIGHT AISLE ----------- Total moves: 1740 Maximum occupied tiles: 14 Seat events: 120 Single-blocker events: 33 Multiple-blocker events: 0 Temporary aisle reoccupations: 33 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 108 Reservations granted: 108 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6117 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6862 Total stationary ticks: 88944 Seat-event requests: 228 Failed seat-event starts: 0 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 370 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 0 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 370 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 228\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 23 | standardDataset=228/228 (100.00%) | catalogueDataset=228/228 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:10:29 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 24 Scenario seed: 4297087376607226005 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.66% Blocker-prone seat share (topology component): 66.79% Aisle-assignment balance: 99.27% OUTCOME ------- Status: SUCCESS Completed ticks: 970 Passengers seated: 274/274 Average waiting ticks: 452.86 Longest waiting passenger: P54->10G(RIGHT) Longest waiting ticks: 925 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: RIGHT:tiles23-26:occupied=4:anchor=P246:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 22 Regions dissolved: 1 Repeated reconstructions avoided: 22 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=23 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2167 Maximum occupied tiles: 12 Seat events: 138 Single-blocker events: 39 Multiple-blocker events: 14 Temporary aisle reoccupations: 67 RIGHT AISLE ----------- Total moves: 2041 Maximum occupied tiles: 12 Seat events: 136 Single-blocker events: 37 Multiple-blocker events: 11 Temporary aisle reoccupations: 59 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 93 Reservations granted: 93 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5016 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6316 Total stationary ticks: 128215 Seat-event requests: 287 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 710 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 710 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 286\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:10:29 Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 24 Scenario seed: 4297087376607226005 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Row-zone concentration (diagnostic control): 31.02% Blocker-prone seat share (topology component): 70.07% Aisle-assignment balance: 93.43% OUTCOME ------- Status: SUCCESS Completed ticks: 1036 Passengers seated: 274/274 Average waiting ticks: 454.02 Longest waiting passenger: P256->22E(LEFT) Longest waiting ticks: 982 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2188 Maximum occupied tiles: 13 Seat events: 146 Single-blocker events: 27 Multiple-blocker events: 5 Temporary aisle reoccupations: 37 RIGHT AISLE ----------- Total moves: 1984 Maximum occupied tiles: 15 Seat events: 128 Single-blocker events: 5 Multiple-blocker events: 5 Temporary aisle reoccupations: 15 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 90 Reservations granted: 90 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6528 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7430 Total stationary ticks: 130086 Seat-event requests: 276 Failed seat-event starts: 2 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 474 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 2 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 474 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 276\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 4\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 24 | standardDataset=274/274 (100.00%) | catalogueDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:10:29 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 25 Scenario seed: -1618752062860107760 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.39% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 90.20% OUTCOME ------- Status: SUCCESS Completed ticks: 797 Passengers seated: 204/204 Average waiting ticks: 336.86 Longest waiting passenger: P145->11G(RIGHT) Longest waiting ticks: 754 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 7 Regions dissolved: 1 Repeated reconstructions avoided: 7 Largest region lifetime: 8 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=8 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1366 Maximum occupied tiles: 11 Seat events: 92 Single-blocker events: 18 Multiple-blocker events: 3 Temporary aisle reoccupations: 24 RIGHT AISLE ----------- Total moves: 1550 Maximum occupied tiles: 14 Seat events: 112 Single-blocker events: 34 Multiple-blocker events: 14 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 110 Reservations granted: 108 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3670 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4541 Total stationary ticks: 71737 Seat-event requests: 212 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 442 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 442 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 214\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 2\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:10:29 Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 25 Scenario seed: -1618752062860107760 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Row-zone concentration (diagnostic control): 34.31% Blocker-prone seat share (topology component): 88.24% Aisle-assignment balance: 99.02% OUTCOME ------- Status: SUCCESS Completed ticks: 742 Passengers seated: 204/204 Average waiting ticks: 331.05 Longest waiting passenger: P202->27E(RIGHT) Longest waiting ticks: 698 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1415 Maximum occupied tiles: 9 Seat events: 101 Single-blocker events: 16 Multiple-blocker events: 0 Temporary aisle reoccupations: 16 RIGHT AISLE ----------- Total moves: 1565 Maximum occupied tiles: 12 Seat events: 103 Single-blocker events: 18 Multiple-blocker events: 0 Temporary aisle reoccupations: 18 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 87 Reservations granted: 84 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4621 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5293 Total stationary ticks: 71582 Seat-event requests: 204 Failed seat-event starts: 0 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 311 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 0 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 311 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 207\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 25 | standardDataset=204/204 (100.00%) | catalogueDataset=204/204 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:10:29 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 26 Scenario seed: 7637717698422060553 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.07% Blocker-prone seat share (topology component): 59.36% Aisle-assignment balance: 94.15% OUTCOME ------- Status: SUCCESS Completed ticks: 1276 Passengers seated: 342/342 Average waiting ticks: 566.26 Longest waiting passenger: P248->26A(LEFT) Longest waiting ticks: 1229 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 4 Largest detected cluster: 4 Selected release potential total: 5 Last cluster decision: LEFT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 48 Regions dissolved: 3 Repeated reconstructions avoided: 48 Largest region lifetime: 31 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=31 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3173 Maximum occupied tiles: 15 Seat events: 181 Single-blocker events: 46 Multiple-blocker events: 25 Temporary aisle reoccupations: 103 RIGHT AISLE ----------- Total moves: 2795 Maximum occupied tiles: 13 Seat events: 161 Single-blocker events: 49 Multiple-blocker events: 23 Temporary aisle reoccupations: 98 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 161 Reservations granted: 161 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7578 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9483 Total stationary ticks: 200246 Seat-event requests: 371 Failed seat-event starts: 29 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 924 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 29 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 924 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 369\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 9\nOccupied-space rejections: 37\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:10:29 Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 26 Scenario seed: 7637717698422060553 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Row-zone concentration (diagnostic control): 28.07% Blocker-prone seat share (topology component): 63.16% Aisle-assignment balance: 94.74% OUTCOME ------- Status: SUCCESS Completed ticks: 1258 Passengers seated: 342/342 Average waiting ticks: 564.24 Longest waiting passenger: P316->15F(RIGHT) Longest waiting ticks: 1214 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2766 Maximum occupied tiles: 12 Seat events: 162 Single-blocker events: 32 Multiple-blocker events: 5 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 3150 Maximum occupied tiles: 16 Seat events: 180 Single-blocker events: 41 Multiple-blocker events: 5 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 136 Reservations granted: 135 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 9144 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 10124 Total stationary ticks: 200965 Seat-event requests: 344 Failed seat-event starts: 2 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 508 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 2 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 508 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 345\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 4\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 26 | standardDataset=342/342 (100.00%) | catalogueDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:10:29 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 27 Scenario seed: 7038436515696686281 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 75.46% Aisle-assignment balance: 97.22% OUTCOME ------- Status: SUCCESS Completed ticks: 784 Passengers seated: 216/216 Average waiting ticks: 348.83 Longest waiting passenger: P24->8D(LEFT) Longest waiting ticks: 747 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles11-13:occupied=3:anchor=P209:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 10 Regions dissolved: 1 Repeated reconstructions avoided: 10 Largest region lifetime: 11 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=11 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1681 Maximum occupied tiles: 14 Seat events: 111 Single-blocker events: 29 Multiple-blocker events: 17 Temporary aisle reoccupations: 67 RIGHT AISLE ----------- Total moves: 1464 Maximum occupied tiles: 11 Seat events: 105 Single-blocker events: 24 Multiple-blocker events: 8 Temporary aisle reoccupations: 42 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 123 Reservations granted: 120 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4157 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5218 Total stationary ticks: 78912 Seat-event requests: 228 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 475 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 475 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 230\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:10:29 Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 27 Scenario seed: 7038436515696686281 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 83.33% Aisle-assignment balance: 97.22% OUTCOME ------- Status: SUCCESS Completed ticks: 797 Passengers seated: 216/216 Average waiting ticks: 349.51 Longest waiting passenger: P211->29E(RIGHT) Longest waiting ticks: 746 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1455 Maximum occupied tiles: 10 Seat events: 105 Single-blocker events: 16 Multiple-blocker events: 0 Temporary aisle reoccupations: 16 RIGHT AISLE ----------- Total moves: 1666 Maximum occupied tiles: 12 Seat events: 111 Single-blocker events: 22 Multiple-blocker events: 0 Temporary aisle reoccupations: 22 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 100 Reservations granted: 96 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4921 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5707 Total stationary ticks: 79834 Seat-event requests: 216 Failed seat-event starts: 0 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 366 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 0 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 366 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 220\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 27 | standardDataset=216/216 (100.00%) | catalogueDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:10:29 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 28 Scenario seed: 3504961108606988885 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.66% Blocker-prone seat share (topology component): 66.06% Aisle-assignment balance: 96.35% OUTCOME ------- Status: SUCCESS Completed ticks: 1007 Passengers seated: 274/274 Average waiting ticks: 452.16 Longest waiting passenger: P162->5H(RIGHT) Longest waiting ticks: 957 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles22-24:occupied=3:anchor=P175:selected=P83:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 15 Regions dissolved: 1 Repeated reconstructions avoided: 15 Largest region lifetime: 16 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=16 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2061 Maximum occupied tiles: 13 Seat events: 132 Single-blocker events: 31 Multiple-blocker events: 15 Temporary aisle reoccupations: 61 RIGHT AISLE ----------- Total moves: 2167 Maximum occupied tiles: 14 Seat events: 142 Single-blocker events: 39 Multiple-blocker events: 13 Temporary aisle reoccupations: 65 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 94 Reservations granted: 93 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5286 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6678 Total stationary ticks: 128384 Seat-event requests: 287 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 693 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 693 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 287\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:10:29 Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 28 Scenario seed: 3504961108606988885 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Row-zone concentration (diagnostic control): 30.66% Blocker-prone seat share (topology component): 70.07% Aisle-assignment balance: 93.43% OUTCOME ------- Status: SUCCESS Completed ticks: 1041 Passengers seated: 274/274 Average waiting ticks: 449.80 Longest waiting passenger: P271->29E(LEFT) Longest waiting ticks: 960 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2229 Maximum occupied tiles: 15 Seat events: 146 Single-blocker events: 28 Multiple-blocker events: 3 Temporary aisle reoccupations: 34 RIGHT AISLE ----------- Total moves: 1984 Maximum occupied tiles: 16 Seat events: 128 Single-blocker events: 3 Multiple-blocker events: 3 Temporary aisle reoccupations: 9 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 89 Reservations granted: 89 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7542 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8463 Total stationary ticks: 130002 Seat-event requests: 274 Failed seat-event starts: 0 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 461 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 0 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 461 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 274\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 2\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 28 | standardDataset=274/274 (100.00%) | catalogueDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:10:29 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 29 Scenario seed: 8058727884467314553 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.39% Blocker-prone seat share (topology component): 67.52% Aisle-assignment balance: 95.62% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2418 Passengers seated: 258/274 Average waiting ticks: 468.27 Longest waiting passenger: P89->18D(RIGHT) Longest waiting ticks: 2380 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 24 Cluster candidates evaluated: 47 Executable cluster candidates: 10 Rejected cluster candidates: 37 Cluster selections: 6 Cluster-selected events started: 6 Largest detected cluster: 16 Selected release potential total: 26 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1839 Regions dissolved: 2 Repeated reconstructions avoided: 1839 Largest region lifetime: 1771 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1771:occupied=16 Confirmation deferral ticks: 5 Regions reaching confirmation: 3 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1566 State changes reopening evaluation: 21 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2020 Maximum occupied tiles: 14 Seat events: 131 Single-blocker events: 43 Multiple-blocker events: 8 Temporary aisle reoccupations: 59 RIGHT AISLE ----------- Total moves: 2227 Maximum occupied tiles: 22 Seat events: 127 Single-blocker events: 40 Multiple-blocker events: 10 Temporary aisle reoccupations: 60 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1630 Reservations granted: 1627 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 12 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 19602 Longest unresolved passenger ID: 90 Longest unresolved row: 32 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 9 Longest dependency chain: P137(25E/RIGHT) -> P94(27G/RIGHT) -> P190(24F/RIGHT) -> P24(25I/RIGHT) -> P88(28D/RIGHT) -> P102(27F/RIGHT) -> P87(31H/RIGHT) -> P184(31D/RIGHT) -> P20(28I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 137 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 12 Total blocked ticks: 32482 Total stationary ticks: 151925 Seat-event requests: 1882 Failed seat-event starts: 1624 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 20 Critical blocker identity: P20->28I(RIGHT) Direct fan-out: 1 Total indirect descendants: 8 Critical tree size including blocker: 9 Critical tree depth: 9 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 16 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 7 Critical blocker tree: P20(28I/RIGHT/WAITING_FOR_SEAT_EVENT) P184(31D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P87(31H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P102(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P88(28D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P24(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P190(24F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P94(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P137(25E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1605 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 29|30 Critical blocker unavailable yield tiles: 29|30 Critical blocker yield-tile occupants: 13|153 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 3 Yield-tile occupied failures: 1605 Rear-boundary failures: 19 Middle-bank reservation failures: 3 Active-event deferrals: 1075 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 2 Trace length: 2 Yield-occupant trace: yieldOccupant[13]: P13(31G/RIGHT/MOVING_IN_AISLE@tile29) -> P153(30E/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[153]: P153(30E/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P153->30E(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P13{seat=31G,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=29,directBlocker=153,lastMoveTick=698,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P153{seat=30E,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=648,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 29|30 Current unavailable yield tiles: 29|30 Current yield-tile occupants: 13|153 Final row-event chain: 20|13|153 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 4 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1880\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 7\nOccupied-space rejections: 3201\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:10:29 Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 29 Scenario seed: 8058727884467314553 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Row-zone concentration (diagnostic control): 31.75% Blocker-prone seat share (topology component): 70.07% Aisle-assignment balance: 93.43% OUTCOME ------- Status: SUCCESS Completed ticks: 1030 Passengers seated: 274/274 Average waiting ticks: 450.28 Longest waiting passenger: P269->26E(LEFT) Longest waiting ticks: 972 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2188 Maximum occupied tiles: 13 Seat events: 146 Single-blocker events: 29 Multiple-blocker events: 5 Temporary aisle reoccupations: 39 RIGHT AISLE ----------- Total moves: 1984 Maximum occupied tiles: 15 Seat events: 128 Single-blocker events: 5 Multiple-blocker events: 5 Temporary aisle reoccupations: 15 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 91 Reservations granted: 91 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6568 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7483 Total stationary ticks: 129109 Seat-event requests: 275 Failed seat-event starts: 1 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 479 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 479 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 275\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 4\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 29 | standardDataset=258/274 (94.16%) | catalogueDataset=274/274 (100.00%) | seatedDelta=+16 | completionDelta=+5.84% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=true | catalogueWorse=false | standardFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL | catalogueFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:10:29 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 30 Scenario seed: 4796178364709272712 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 288 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.78% Blocker-prone seat share (topology component): 60.07% Aisle-assignment balance: 97.22% OUTCOME ------- Status: SUCCESS Completed ticks: 1073 Passengers seated: 288/288 Average waiting ticks: 486.26 Longest waiting passenger: P242->22A(LEFT) Longest waiting ticks: 1020 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles24-27:occupied=3:anchor=P272:selected=P258:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 13 Regions dissolved: 1 Repeated reconstructions avoided: 13 Largest region lifetime: 14 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=14 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2587 Maximum occupied tiles: 13 Seat events: 148 Single-blocker events: 40 Multiple-blocker events: 17 Temporary aisle reoccupations: 77 RIGHT AISLE ----------- Total moves: 2427 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 36 Multiple-blocker events: 18 Temporary aisle reoccupations: 73 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 124 Reservations granted: 120 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6089 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7510 Total stationary ticks: 145204 Seat-event requests: 303 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 751 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 751 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 306\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:10:29 Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 30 Scenario seed: 4796178364709272712 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 288 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Row-zone concentration (diagnostic control): 28.47% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 95.83% OUTCOME ------- Status: SUCCESS Completed ticks: 1069 Passengers seated: 288/288 Average waiting ticks: 480.60 Longest waiting passenger: P277->5H(RIGHT) Longest waiting ticks: 1013 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2250 Maximum occupied tiles: 11 Seat events: 138 Single-blocker events: 20 Multiple-blocker events: 5 Temporary aisle reoccupations: 30 RIGHT AISLE ----------- Total moves: 2764 Maximum occupied tiles: 15 Seat events: 150 Single-blocker events: 26 Multiple-blocker events: 5 Temporary aisle reoccupations: 36 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 112 Reservations granted: 109 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7443 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8524 Total stationary ticks: 144980 Seat-event requests: 291 Failed seat-event starts: 3 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 580 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 2 Rear-boundary failures: 1 Middle-bank reservation failures: 3 Active-event deferrals: 580 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 294\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 4\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 30 | standardDataset=288/288 (100.00%) | catalogueDataset=288/288 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN ************************************************************ BATCH EXPERIMENT SUMMARY RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ************************************************************ Experiment seed: 1783790101901 Scenarios executed: 60 Successful completions: 56 Incomplete/MAX_TICKS: 4 Average completed ticks: 1038.05 Average waiting ticks: 421.43 ************************************************************ ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:15:10 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 1 Scenario seed: 7216130499227313205 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.39% Blocker-prone seat share (topology component): 66.79% Aisle-assignment balance: 98.54% OUTCOME ------- Status: SUCCESS Completed ticks: 990 Passengers seated: 274/274 Average waiting ticks: 450.42 Longest waiting passenger: P233->32A(LEFT) Longest waiting ticks: 921 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2125 Maximum occupied tiles: 12 Seat events: 139 Single-blocker events: 45 Multiple-blocker events: 13 Temporary aisle reoccupations: 71 RIGHT AISLE ----------- Total moves: 2075 Maximum occupied tiles: 11 Seat events: 135 Single-blocker events: 41 Multiple-blocker events: 8 Temporary aisle reoccupations: 57 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 98 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5198 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6411 Total stationary ticks: 127724 Seat-event requests: 284 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 632 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 632 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 289\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:15:10 Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 1 Scenario seed: 7216130499227313205 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Row-zone concentration (diagnostic control): 30.66% Blocker-prone seat share (topology component): 70.07% Aisle-assignment balance: 93.43% OUTCOME ------- Status: SUCCESS Completed ticks: 1039 Passengers seated: 274/274 Average waiting ticks: 452.64 Longest waiting passenger: P256->2C(LEFT) Longest waiting ticks: 986 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2208 Maximum occupied tiles: 12 Seat events: 146 Single-blocker events: 30 Multiple-blocker events: 5 Temporary aisle reoccupations: 40 RIGHT AISLE ----------- Total moves: 1984 Maximum occupied tiles: 14 Seat events: 128 Single-blocker events: 5 Multiple-blocker events: 5 Temporary aisle reoccupations: 15 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 90 Reservations granted: 90 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6550 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7508 Total stationary ticks: 129797 Seat-event requests: 277 Failed seat-event starts: 3 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 459 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 3 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 459 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 277\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 01 | standardDataset=274/274 (100.00%) | catalogueDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:15:10 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 2 Scenario seed: -5145057424286824451 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.48% Blocker-prone seat share (topology component): 73.61% Aisle-assignment balance: 94.44% OUTCOME ------- Status: SUCCESS Completed ticks: 799 Passengers seated: 216/216 Average waiting ticks: 351.06 Longest waiting passenger: P90->5C(LEFT) Longest waiting ticks: 749 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 31 Regions dissolved: 2 Repeated reconstructions avoided: 31 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1607 Maximum occupied tiles: 12 Seat events: 114 Single-blocker events: 32 Multiple-blocker events: 9 Temporary aisle reoccupations: 52 RIGHT AISLE ----------- Total moves: 1517 Maximum occupied tiles: 11 Seat events: 102 Single-blocker events: 19 Multiple-blocker events: 9 Temporary aisle reoccupations: 38 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 125 Reservations granted: 121 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3653 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4671 Total stationary ticks: 78797 Seat-event requests: 225 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 557 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 557 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 229\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:15:10 Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 2 Scenario seed: -5145057424286824451 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 83.33% Aisle-assignment balance: 97.22% OUTCOME ------- Status: SUCCESS Completed ticks: 792 Passengers seated: 216/216 Average waiting ticks: 350.11 Longest waiting passenger: P206->28E(RIGHT) Longest waiting ticks: 742 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1455 Maximum occupied tiles: 10 Seat events: 105 Single-blocker events: 16 Multiple-blocker events: 0 Temporary aisle reoccupations: 16 RIGHT AISLE ----------- Total moves: 1659 Maximum occupied tiles: 12 Seat events: 111 Single-blocker events: 22 Multiple-blocker events: 0 Temporary aisle reoccupations: 22 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 96 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4712 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5537 Total stationary ticks: 79772 Seat-event requests: 216 Failed seat-event starts: 0 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 383 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 0 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 383 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 221\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 02 | standardDataset=216/216 (100.00%) | catalogueDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:15:10 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 3 Scenario seed: 3757159740356003327 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.65% Blocker-prone seat share (topology component): 60.53% Aisle-assignment balance: 98.83% OUTCOME ------- Status: SUCCESS Completed ticks: 1266 Passengers seated: 342/342 Average waiting ticks: 588.90 Longest waiting passenger: P156->23B(LEFT) Longest waiting ticks: 1212 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3072 Maximum occupied tiles: 14 Seat events: 173 Single-blocker events: 56 Multiple-blocker events: 25 Temporary aisle reoccupations: 111 RIGHT AISLE ----------- Total moves: 2968 Maximum occupied tiles: 12 Seat events: 169 Single-blocker events: 49 Multiple-blocker events: 22 Temporary aisle reoccupations: 96 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 147 Reservations granted: 143 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6815 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8177 Total stationary ticks: 206919 Seat-event requests: 351 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 758 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 758 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 355\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 7\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:15:10 Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 3 Scenario seed: 3757159740356003327 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Row-zone concentration (diagnostic control): 27.49% Blocker-prone seat share (topology component): 63.16% Aisle-assignment balance: 94.74% OUTCOME ------- Status: SUCCESS Completed ticks: 1287 Passengers seated: 342/342 Average waiting ticks: 580.14 Longest waiting passenger: P301->5H(RIGHT) Longest waiting ticks: 1251 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P279:selected=P278:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 10 Regions dissolved: 1 Repeated reconstructions avoided: 10 Largest region lifetime: 11 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=11 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2708 Maximum occupied tiles: 13 Seat events: 162 Single-blocker events: 27 Multiple-blocker events: 3 Temporary aisle reoccupations: 33 RIGHT AISLE ----------- Total moves: 3150 Maximum occupied tiles: 16 Seat events: 180 Single-blocker events: 39 Multiple-blocker events: 3 Temporary aisle reoccupations: 45 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 136 Reservations granted: 136 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 9207 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 10385 Total stationary ticks: 206618 Seat-event requests: 346 Failed seat-event starts: 4 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 568 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 4 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 568 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 345\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 03 | standardDataset=342/342 (100.00%) | catalogueDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:15:10 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 4 Scenario seed: 4505242574357131631 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 75.49% Aisle-assignment balance: 91.18% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2255 Passengers seated: 200/204 Average waiting ticks: 339.50 Longest waiting passenger: P88->29C(RIGHT) Longest waiting ticks: 2194 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 4 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1498 Regions dissolved: 0 Repeated reconstructions avoided: 1498 Largest region lifetime: 1499 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1499:occupied=4 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1496 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1348 Maximum occupied tiles: 11 Seat events: 93 Single-blocker events: 18 Multiple-blocker events: 4 Temporary aisle reoccupations: 26 RIGHT AISLE ----------- Total moves: 1644 Maximum occupied tiles: 13 Seat events: 107 Single-blocker events: 25 Multiple-blocker events: 11 Temporary aisle reoccupations: 49 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1613 Reservations granted: 1609 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 4973 Longest unresolved passenger ID: 201 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P147(28E/RIGHT) -> P139(29G/RIGHT) -> P201(30D/RIGHT) -> P88(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 147 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 11024 Total stationary ticks: 77119 Seat-event requests: 1709 Failed seat-event starts: 1509 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 88 Critical blocker identity: P88->29C(RIGHT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 4 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P88(29C/RIGHT/WAITING_FOR_SEAT_EVENT) P201(30D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P139(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P147(28E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1505 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 4 Rear-boundary failures: 1505 Middle-bank reservation failures: 4 Active-event deferrals: 595 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1714\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:15:10 Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 4 Scenario seed: 4505242574357131631 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Row-zone concentration (diagnostic control): 34.31% Blocker-prone seat share (topology component): 88.24% Aisle-assignment balance: 99.02% OUTCOME ------- Status: SUCCESS Completed ticks: 721 Passengers seated: 204/204 Average waiting ticks: 326.28 Longest waiting passenger: P153->8F(RIGHT) Longest waiting ticks: 693 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1415 Maximum occupied tiles: 13 Seat events: 101 Single-blocker events: 13 Multiple-blocker events: 0 Temporary aisle reoccupations: 13 RIGHT AISLE ----------- Total moves: 1565 Maximum occupied tiles: 14 Seat events: 103 Single-blocker events: 15 Multiple-blocker events: 0 Temporary aisle reoccupations: 15 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 84 Reservations granted: 84 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5146 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5865 Total stationary ticks: 71129 Seat-event requests: 204 Failed seat-event starts: 0 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 379 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 0 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 379 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 204\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 04 | standardDataset=200/204 (98.04%) | catalogueDataset=204/204 (100.00%) | seatedDelta=+4 | completionDelta=+1.96% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=true | catalogueWorse=false | standardFamily=REAR_BOUNDARY_LOCK | catalogueFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:15:10 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 5 Scenario seed: -6826745434564669881 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 96.17% OUTCOME ------- Status: SUCCESS Completed ticks: 870 Passengers seated: 235/235 Average waiting ticks: 386.29 Longest waiting passenger: P138->20E(RIGHT) Longest waiting ticks: 843 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 22 Regions dissolved: 2 Repeated reconstructions avoided: 22 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1722 Maximum occupied tiles: 12 Seat events: 113 Single-blocker events: 30 Multiple-blocker events: 8 Temporary aisle reoccupations: 48 RIGHT AISLE ----------- Total moves: 1667 Maximum occupied tiles: 10 Seat events: 122 Single-blocker events: 34 Multiple-blocker events: 13 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 127 Reservations granted: 127 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4517 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5593 Total stationary ticks: 94540 Seat-event requests: 245 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 566 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 566 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:15:10 Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 5 Scenario seed: -6826745434564669881 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 76.60% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 859 Passengers seated: 235/235 Average waiting ticks: 385.57 Longest waiting passenger: P213->29E(RIGHT) Longest waiting ticks: 818 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1610 Maximum occupied tiles: 11 Seat events: 115 Single-blocker events: 30 Multiple-blocker events: 0 Temporary aisle reoccupations: 30 RIGHT AISLE ----------- Total moves: 1740 Maximum occupied tiles: 12 Seat events: 120 Single-blocker events: 35 Multiple-blocker events: 0 Temporary aisle reoccupations: 35 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 120 Reservations granted: 115 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5077 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5862 Total stationary ticks: 94937 Seat-event requests: 235 Failed seat-event starts: 0 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 399 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 0 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 399 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 240\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 2\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 05 | standardDataset=235/235 (100.00%) | catalogueDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:15:10 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 6 Scenario seed: 2513822240434754174 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.82% Blocker-prone seat share (topology component): 77.94% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 731 Passengers seated: 204/204 Average waiting ticks: 331.67 Longest waiting passenger: P8->20F(RIGHT) Longest waiting ticks: 685 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1499 Maximum occupied tiles: 14 Seat events: 102 Single-blocker events: 24 Multiple-blocker events: 8 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1479 Maximum occupied tiles: 12 Seat events: 102 Single-blocker events: 30 Multiple-blocker events: 6 Temporary aisle reoccupations: 44 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 103 Reservations granted: 103 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3601 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4643 Total stationary ticks: 70621 Seat-event requests: 210 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 585 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 585 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 210\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:15:10 Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 6 Scenario seed: 2513822240434754174 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Row-zone concentration (diagnostic control): 34.31% Blocker-prone seat share (topology component): 88.24% Aisle-assignment balance: 99.02% OUTCOME ------- Status: SUCCESS Completed ticks: 726 Passengers seated: 204/204 Average waiting ticks: 329.73 Longest waiting passenger: P148->6F(RIGHT) Longest waiting ticks: 698 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1415 Maximum occupied tiles: 11 Seat events: 101 Single-blocker events: 16 Multiple-blocker events: 0 Temporary aisle reoccupations: 16 RIGHT AISLE ----------- Total moves: 1565 Maximum occupied tiles: 13 Seat events: 103 Single-blocker events: 18 Multiple-blocker events: 0 Temporary aisle reoccupations: 18 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 84 Reservations granted: 84 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4848 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5493 Total stationary ticks: 71503 Seat-event requests: 204 Failed seat-event starts: 0 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 329 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 0 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 329 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 204\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 06 | standardDataset=204/204 (100.00%) | catalogueDataset=204/204 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:15:10 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 7 Scenario seed: -4676738862831661214 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.80% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 98.15% OUTCOME ------- Status: SUCCESS Completed ticks: 772 Passengers seated: 216/216 Average waiting ticks: 349.32 Longest waiting passenger: P213->4C(LEFT) Longest waiting ticks: 721 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 24 Regions dissolved: 2 Repeated reconstructions avoided: 24 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1563 Maximum occupied tiles: 12 Seat events: 110 Single-blocker events: 21 Multiple-blocker events: 10 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1500 Maximum occupied tiles: 12 Seat events: 106 Single-blocker events: 24 Multiple-blocker events: 10 Temporary aisle reoccupations: 48 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 119 Reservations granted: 119 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3938 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5006 Total stationary ticks: 78770 Seat-event requests: 227 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 538 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 538 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 227\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:15:11 Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 7 Scenario seed: -4676738862831661214 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 83.33% Aisle-assignment balance: 97.22% OUTCOME ------- Status: SUCCESS Completed ticks: 786 Passengers seated: 216/216 Average waiting ticks: 349.20 Longest waiting passenger: P215->9E(RIGHT) Longest waiting ticks: 743 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1455 Maximum occupied tiles: 11 Seat events: 105 Single-blocker events: 16 Multiple-blocker events: 0 Temporary aisle reoccupations: 16 RIGHT AISLE ----------- Total moves: 1669 Maximum occupied tiles: 12 Seat events: 111 Single-blocker events: 22 Multiple-blocker events: 0 Temporary aisle reoccupations: 22 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 96 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4821 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5610 Total stationary ticks: 79669 Seat-event requests: 216 Failed seat-event starts: 0 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 378 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 0 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 378 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 216\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 07 | standardDataset=216/216 (100.00%) | catalogueDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:15:11 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 8 Scenario seed: 2451708163553084058 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.05% Blocker-prone seat share (topology component): 64.86% Aisle-assignment balance: 95.75% OUTCOME ------- Status: SUCCESS Completed ticks: 943 Passengers seated: 259/259 Average waiting ticks: 421.84 Longest waiting passenger: P256->9F(LEFT) Longest waiting ticks: 901 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles10-13:occupied=3:anchor=P12:selected=P71:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2017 Maximum occupied tiles: 12 Seat events: 135 Single-blocker events: 41 Multiple-blocker events: 16 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 1933 Maximum occupied tiles: 14 Seat events: 124 Single-blocker events: 35 Multiple-blocker events: 9 Temporary aisle reoccupations: 53 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 90 Reservations granted: 90 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5174 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6489 Total stationary ticks: 113674 Seat-event requests: 273 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 652 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 652 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 272\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:15:11 Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 8 Scenario seed: 2451708163553084058 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Row-zone concentration (diagnostic control): 32.05% Blocker-prone seat share (topology component): 74.13% Aisle-assignment balance: 98.84% OUTCOME ------- Status: SUCCESS Completed ticks: 922 Passengers seated: 259/259 Average waiting ticks: 419.77 Longest waiting passenger: P235->18E(LEFT) Longest waiting ticks: 858 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1881 Maximum occupied tiles: 14 Seat events: 131 Single-blocker events: 20 Multiple-blocker events: 3 Temporary aisle reoccupations: 26 RIGHT AISLE ----------- Total moves: 1984 Maximum occupied tiles: 16 Seat events: 128 Single-blocker events: 3 Multiple-blocker events: 3 Temporary aisle reoccupations: 9 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 81 Reservations granted: 81 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6941 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7855 Total stationary ticks: 114960 Seat-event requests: 259 Failed seat-event starts: 0 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 450 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 0 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 450 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 259\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 2\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 08 | standardDataset=259/259 (100.00%) | catalogueDataset=259/259 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:15:11 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 9 Scenario seed: 7260830704529197968 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 35.42% Blocker-prone seat share (topology component): 75.52% Aisle-assignment balance: 89.58% OUTCOME ------- Status: SUCCESS Completed ticks: 754 Passengers seated: 192/192 Average waiting ticks: 315.99 Longest waiting passenger: P145->3H(RIGHT) Longest waiting ticks: 702 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P60:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 10 Regions dissolved: 1 Repeated reconstructions avoided: 10 Largest region lifetime: 11 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=11 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1277 Maximum occupied tiles: 12 Seat events: 86 Single-blocker events: 13 Multiple-blocker events: 6 Temporary aisle reoccupations: 26 RIGHT AISLE ----------- Total moves: 1496 Maximum occupied tiles: 11 Seat events: 106 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 105 Reservations granted: 102 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3411 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4220 Total stationary ticks: 63467 Seat-event requests: 203 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 413 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 413 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 205\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:15:11 Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 9 Scenario seed: 7260830704529197968 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Row-zone concentration (diagnostic control): 35.94% Blocker-prone seat share (topology component): 90.63% Aisle-assignment balance: 96.88% OUTCOME ------- Status: SUCCESS Completed ticks: 693 Passengers seated: 192/192 Average waiting ticks: 310.67 Longest waiting passenger: P158->7G(RIGHT) Longest waiting ticks: 664 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1236 Maximum occupied tiles: 12 Seat events: 93 Single-blocker events: 11 Multiple-blocker events: 0 Temporary aisle reoccupations: 11 RIGHT AISLE ----------- Total moves: 1485 Maximum occupied tiles: 14 Seat events: 99 Single-blocker events: 11 Multiple-blocker events: 0 Temporary aisle reoccupations: 11 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 76 Reservations granted: 76 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4495 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5147 Total stationary ticks: 63578 Seat-event requests: 192 Failed seat-event starts: 0 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 357 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 0 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 357 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 192\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 09 | standardDataset=192/192 (100.00%) | catalogueDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:15:11 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 10 Scenario seed: -447105676847956095 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.36% Blocker-prone seat share (topology component): 59.65% Aisle-assignment balance: 96.49% OUTCOME ------- Status: SUCCESS Completed ticks: 1251 Passengers seated: 342/342 Average waiting ticks: 564.00 Longest waiting passenger: P179->11J(RIGHT) Longest waiting ticks: 1169 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 5 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 6 Selected release potential total: 9 Last cluster decision: RIGHT:tiles10-14:occupied=4:anchor=P314:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 91 Regions dissolved: 4 Repeated reconstructions avoided: 91 Largest region lifetime: 46 Maximum simultaneous active regions: 2 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=46 Confirmation deferral ticks: 5 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 4 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2926 Maximum occupied tiles: 12 Seat events: 165 Single-blocker events: 39 Multiple-blocker events: 30 Temporary aisle reoccupations: 103 RIGHT AISLE ----------- Total moves: 3031 Maximum occupied tiles: 15 Seat events: 177 Single-blocker events: 40 Multiple-blocker events: 31 Temporary aisle reoccupations: 107 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 163 Reservations granted: 162 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7775 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9654 Total stationary ticks: 199662 Seat-event requests: 376 Failed seat-event starts: 34 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 889 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 34 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 889 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 10\nOccupied-space rejections: 41\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:15:11 Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 10 Scenario seed: -447105676847956095 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Row-zone concentration (diagnostic control): 27.49% Blocker-prone seat share (topology component): 63.16% Aisle-assignment balance: 94.74% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2732 Passengers seated: 337/342 Average waiting ticks: 573.32 Longest waiting passenger: P296->34F(RIGHT) Longest waiting ticks: 2683 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 5 Cluster candidates evaluated: 5 Executable cluster candidates: 0 Rejected cluster candidates: 5 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 5 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1602 Regions dissolved: 0 Repeated reconstructions avoided: 1602 Largest region lifetime: 1603 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1603:occupied=5 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1531 State changes reopening evaluation: 4 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2747 Maximum occupied tiles: 12 Seat events: 162 Single-blocker events: 32 Multiple-blocker events: 5 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 3146 Maximum occupied tiles: 15 Seat events: 175 Single-blocker events: 38 Multiple-blocker events: 5 Temporary aisle reoccupations: 48 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1673 Reservations granted: 1671 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8798 Longest unresolved passenger ID: 293 Longest unresolved row: 36 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P300(33F/RIGHT) -> P299(35H/RIGHT) -> P296(34F/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 300 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 17880 Total stationary ticks: 208604 Seat-event requests: 1877 Failed seat-event starts: 1540 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 296 Critical blocker identity: P296->34F(RIGHT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P296(34F/RIGHT/WAITING_FOR_SEAT_EVENT) P299(35H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P300(33F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1540 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 35 Critical blocker unavailable yield tiles: 35 Critical blocker yield-tile occupants: 293 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1540 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 633 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[293]: P293(36H/RIGHT/MOVING_IN_AISLE@tile35) -> P298(36F/RIGHT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P298->36F(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P293{seat=36H,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=35,directBlocker=298,lastMoveTick=1123,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 35 Current unavailable yield tiles: 35 Current yield-tile occupants: 293 Final row-event chain: 296|293|298 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 1879\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 1544\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 10 | standardDataset=342/342 (100.00%) | catalogueDataset=337/342 (98.54%) | seatedDelta=-5 | completionDelta=-1.46% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=true | standardFamily=COMPLETE_CABIN | catalogueFamily=MOVING_PASSENGER_YIELD_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:15:11 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 11 Scenario seed: 3638877016897499986 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 29.57% Blocker-prone seat share (topology component): 66.96% Aisle-assignment balance: 99.13% OUTCOME ------- Status: SUCCESS Completed ticks: 804 Passengers seated: 230/230 Average waiting ticks: 370.66 Longest waiting passenger: P111->9B(LEFT) Longest waiting ticks: 763 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1700 Maximum occupied tiles: 11 Seat events: 116 Single-blocker events: 28 Multiple-blocker events: 8 Temporary aisle reoccupations: 44 RIGHT AISLE ----------- Total moves: 1814 Maximum occupied tiles: 13 Seat events: 114 Single-blocker events: 38 Multiple-blocker events: 7 Temporary aisle reoccupations: 52 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 78 Reservations granted: 78 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4669 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5600 Total stationary ticks: 89203 Seat-event requests: 235 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 461 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 461 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 235\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:15:11 Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 11 Scenario seed: 3638877016897499986 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Row-zone concentration (diagnostic control): 32.61% Blocker-prone seat share (topology component): 83.48% Aisle-assignment balance: 94.78% OUTCOME ------- Status: SUCCESS Completed ticks: 859 Passengers seated: 230/230 Average waiting ticks: 371.82 Longest waiting passenger: P206->20B(LEFT) Longest waiting ticks: 778 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1744 Maximum occupied tiles: 13 Seat events: 121 Single-blocker events: 18 Multiple-blocker events: 5 Temporary aisle reoccupations: 28 RIGHT AISLE ----------- Total moves: 1761 Maximum occupied tiles: 14 Seat events: 109 Single-blocker events: 5 Multiple-blocker events: 5 Temporary aisle reoccupations: 15 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 77 Reservations granted: 77 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5891 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6650 Total stationary ticks: 90722 Seat-event requests: 232 Failed seat-event starts: 2 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 384 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 2 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 384 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 232\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 3\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 11 | standardDataset=230/230 (100.00%) | catalogueDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:15:11 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 12 Scenario seed: -8976697486543855838 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 36.46% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 705 Passengers seated: 192/192 Average waiting ticks: 319.16 Longest waiting passenger: P84->11G(RIGHT) Longest waiting ticks: 676 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: LEFT:tiles9-11:occupied=3:anchor=P136:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 40 Regions dissolved: 2 Repeated reconstructions avoided: 40 Largest region lifetime: 31 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=11 Confirmation deferral ticks: 3 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1421 Maximum occupied tiles: 12 Seat events: 96 Single-blocker events: 23 Multiple-blocker events: 7 Temporary aisle reoccupations: 40 RIGHT AISLE ----------- Total moves: 1396 Maximum occupied tiles: 11 Seat events: 96 Single-blocker events: 19 Multiple-blocker events: 6 Temporary aisle reoccupations: 31 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 100 Reservations granted: 100 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3355 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4022 Total stationary ticks: 63983 Seat-event requests: 201 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 348 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 348 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 199\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 5\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:15:11 Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 12 Scenario seed: -8976697486543855838 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Row-zone concentration (diagnostic control): 36.46% Blocker-prone seat share (topology component): 90.63% Aisle-assignment balance: 96.88% OUTCOME ------- Status: SUCCESS Completed ticks: 705 Passengers seated: 192/192 Average waiting ticks: 314.88 Longest waiting passenger: P149->9F(RIGHT) Longest waiting ticks: 679 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1310 Maximum occupied tiles: 10 Seat events: 93 Single-blocker events: 10 Multiple-blocker events: 0 Temporary aisle reoccupations: 10 RIGHT AISLE ----------- Total moves: 1485 Maximum occupied tiles: 12 Seat events: 99 Single-blocker events: 10 Multiple-blocker events: 0 Temporary aisle reoccupations: 10 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 78 Reservations granted: 75 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4279 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4824 Total stationary ticks: 64141 Seat-event requests: 192 Failed seat-event starts: 0 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 292 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 0 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 292 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 195\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 12 | standardDataset=192/192 (100.00%) | catalogueDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:15:11 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 13 Scenario seed: 1058713798284952297 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.12% Blocker-prone seat share (topology component): 61.11% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 1097 Passengers seated: 306/306 Average waiting ticks: 507.68 Longest waiting passenger: P240->4A(LEFT) Longest waiting ticks: 1037 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2758 Maximum occupied tiles: 12 Seat events: 153 Single-blocker events: 44 Multiple-blocker events: 15 Temporary aisle reoccupations: 74 RIGHT AISLE ----------- Total moves: 2622 Maximum occupied tiles: 14 Seat events: 153 Single-blocker events: 37 Multiple-blocker events: 23 Temporary aisle reoccupations: 87 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 132 Reservations granted: 132 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6586 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7836 Total stationary ticks: 160799 Seat-event requests: 318 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 715 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 715 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 318\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:15:11 Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 13 Scenario seed: 1058713798284952297 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Row-zone concentration (diagnostic control): 28.76% Blocker-prone seat share (topology component): 70.59% Aisle-assignment balance: 90.20% OUTCOME ------- Status: SUCCESS Completed ticks: 1190 Passengers seated: 306/306 Average waiting ticks: 510.31 Longest waiting passenger: P280->16F(RIGHT) Longest waiting ticks: 1155 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: RIGHT:tiles9-13:occupied=4:anchor=P281:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 20 Regions dissolved: 1 Repeated reconstructions avoided: 20 Largest region lifetime: 21 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=21 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2250 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 18 Multiple-blocker events: 3 Temporary aisle reoccupations: 24 RIGHT AISLE ----------- Total moves: 2997 Maximum occupied tiles: 16 Seat events: 168 Single-blocker events: 34 Multiple-blocker events: 3 Temporary aisle reoccupations: 40 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 124 Reservations granted: 122 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8813 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9897 Total stationary ticks: 164067 Seat-event requests: 310 Failed seat-event starts: 4 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 548 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 4 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 548 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 311\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 13 | standardDataset=306/306 (100.00%) | catalogueDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:15:11 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 14 Scenario seed: -2382699513390452918 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 824 Passengers seated: 235/235 Average waiting ticks: 380.83 Longest waiting passenger: P179->6D(RIGHT) Longest waiting ticks: 806 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 7 Selected release potential total: 6 Last cluster decision: LEFT:tiles9-14:occupied=6:anchor=P163:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 31 Regions dissolved: 1 Repeated reconstructions avoided: 31 Largest region lifetime: 32 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=32 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1734 Maximum occupied tiles: 13 Seat events: 116 Single-blocker events: 33 Multiple-blocker events: 9 Temporary aisle reoccupations: 53 RIGHT AISLE ----------- Total moves: 1702 Maximum occupied tiles: 14 Seat events: 119 Single-blocker events: 32 Multiple-blocker events: 13 Temporary aisle reoccupations: 60 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 130 Reservations granted: 130 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4717 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5966 Total stationary ticks: 93608 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 576 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 576 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:15:11 Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 14 Scenario seed: -2382699513390452918 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 76.60% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 832 Passengers seated: 235/235 Average waiting ticks: 381.09 Longest waiting passenger: P223->5E(RIGHT) Longest waiting ticks: 803 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1632 Maximum occupied tiles: 14 Seat events: 115 Single-blocker events: 27 Multiple-blocker events: 0 Temporary aisle reoccupations: 27 RIGHT AISLE ----------- Total moves: 1740 Maximum occupied tiles: 14 Seat events: 120 Single-blocker events: 32 Multiple-blocker events: 0 Temporary aisle reoccupations: 32 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 116 Reservations granted: 116 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5558 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6669 Total stationary ticks: 94568 Seat-event requests: 236 Failed seat-event starts: 1 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 515 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 515 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 236\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 1\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 14 | standardDataset=235/235 (100.00%) | catalogueDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:15:11 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 15 Scenario seed: 7910158282638001386 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.66% Blocker-prone seat share (topology component): 66.41% Aisle-assignment balance: 94.98% OUTCOME ------- Status: SUCCESS Completed ticks: 956 Passengers seated: 259/259 Average waiting ticks: 429.30 Longest waiting passenger: P57->12B(LEFT) Longest waiting ticks: 922 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2045 Maximum occupied tiles: 13 Seat events: 136 Single-blocker events: 37 Multiple-blocker events: 14 Temporary aisle reoccupations: 65 RIGHT AISLE ----------- Total moves: 1932 Maximum occupied tiles: 12 Seat events: 123 Single-blocker events: 32 Multiple-blocker events: 10 Temporary aisle reoccupations: 52 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 88 Reservations granted: 86 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5119 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6204 Total stationary ticks: 115474 Seat-event requests: 266 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 557 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 557 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 268\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:15:11 Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 15 Scenario seed: 7910158282638001386 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Row-zone concentration (diagnostic control): 31.66% Blocker-prone seat share (topology component): 74.13% Aisle-assignment balance: 98.84% OUTCOME ------- Status: SUCCESS Completed ticks: 937 Passengers seated: 259/259 Average waiting ticks: 426.88 Longest waiting passenger: P258->25C(LEFT) Longest waiting ticks: 896 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1881 Maximum occupied tiles: 10 Seat events: 131 Single-blocker events: 23 Multiple-blocker events: 5 Temporary aisle reoccupations: 33 RIGHT AISLE ----------- Total moves: 1984 Maximum occupied tiles: 13 Seat events: 128 Single-blocker events: 5 Multiple-blocker events: 5 Temporary aisle reoccupations: 15 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 82 Reservations granted: 82 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5682 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6432 Total stationary ticks: 115419 Seat-event requests: 260 Failed seat-event starts: 1 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 390 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 390 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 260\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 15 | standardDataset=259/259 (100.00%) | catalogueDataset=259/259 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:15:11 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 16 Scenario seed: 7835976452476775241 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.04% Blocker-prone seat share (topology component): 66.52% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 837 Passengers seated: 230/230 Average waiting ticks: 384.82 Longest waiting passenger: P49->16A(LEFT) Longest waiting ticks: 780 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles16-18:occupied=3:anchor=P49:selected=P151:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1782 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 28 Multiple-blocker events: 8 Temporary aisle reoccupations: 44 RIGHT AISLE ----------- Total moves: 1724 Maximum occupied tiles: 10 Seat events: 115 Single-blocker events: 33 Multiple-blocker events: 9 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 79 Reservations granted: 79 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4064 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4973 Total stationary ticks: 91828 Seat-event requests: 239 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 468 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 468 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 238\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:15:11 Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 16 Scenario seed: 7835976452476775241 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Row-zone concentration (diagnostic control): 32.61% Blocker-prone seat share (topology component): 83.48% Aisle-assignment balance: 94.78% OUTCOME ------- Status: SUCCESS Completed ticks: 874 Passengers seated: 230/230 Average waiting ticks: 380.68 Longest waiting passenger: P208->27D(LEFT) Longest waiting ticks: 799 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1732 Maximum occupied tiles: 13 Seat events: 121 Single-blocker events: 17 Multiple-blocker events: 5 Temporary aisle reoccupations: 27 RIGHT AISLE ----------- Total moves: 1761 Maximum occupied tiles: 14 Seat events: 109 Single-blocker events: 5 Multiple-blocker events: 5 Temporary aisle reoccupations: 15 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 76 Reservations granted: 76 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5551 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6318 Total stationary ticks: 92475 Seat-event requests: 231 Failed seat-event starts: 1 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 347 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 347 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 231\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 3\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 16 | standardDataset=230/230 (100.00%) | catalogueDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:15:11 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 17 Scenario seed: -5603982636816805098 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.77% Blocker-prone seat share (topology component): 74.12% Aisle-assignment balance: 96.49% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2329 Passengers seated: 226/228 Average waiting ticks: 384.43 Longest waiting passenger: P22->29F(LEFT) Longest waiting ticks: 2256 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 24 Regions dissolved: 2 Repeated reconstructions avoided: 24 Largest region lifetime: 17 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=17 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1590 Maximum occupied tiles: 12 Seat events: 116 Single-blocker events: 23 Multiple-blocker events: 10 Temporary aisle reoccupations: 46 RIGHT AISLE ----------- Total moves: 1694 Maximum occupied tiles: 13 Seat events: 110 Single-blocker events: 28 Multiple-blocker events: 7 Temporary aisle reoccupations: 44 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1648 Reservations granted: 1639 Reservations denied/waited: 9 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3986 Longest unresolved passenger ID: 47 Longest unresolved row: 29 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P47(29B/LEFT) -> P22(29F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 47 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 8174 Total stationary ticks: 92549 Seat-event requests: 1757 Failed seat-event starts: 1531 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 22 Critical blocker identity: P22->29F(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P22(29F/LEFT/WAITING_FOR_SEAT_EVENT) P47(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1519 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 3 Critical blocker required yield tiles: 30|31|32 Critical blocker unavailable yield tiles: 31|32 Critical blocker yield-tile occupants: -1|-1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 12 Rear-boundary failures: 1519 Middle-bank reservation failures: 9 Active-event deferrals: 553 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 30|31|32 Current unavailable yield tiles: 31|32 Current yield-tile occupants: -1|-1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 7\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:15:11 Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 17 Scenario seed: -5603982636816805098 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Row-zone concentration (diagnostic control): 33.77% Blocker-prone seat share (topology component): 78.95% Aisle-assignment balance: 94.74% OUTCOME ------- Status: SUCCESS Completed ticks: 853 Passengers seated: 228/228 Average waiting ticks: 375.66 Longest waiting passenger: P216->11E(RIGHT) Longest waiting ticks: 821 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1522 Maximum occupied tiles: 11 Seat events: 108 Single-blocker events: 19 Multiple-blocker events: 0 Temporary aisle reoccupations: 19 RIGHT AISLE ----------- Total moves: 1740 Maximum occupied tiles: 13 Seat events: 120 Single-blocker events: 31 Multiple-blocker events: 0 Temporary aisle reoccupations: 31 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 108 Reservations granted: 108 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4889 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5689 Total stationary ticks: 89828 Seat-event requests: 228 Failed seat-event starts: 0 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 433 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 0 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 433 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 228\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 1\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 17 | standardDataset=226/228 (99.12%) | catalogueDataset=228/228 (100.00%) | seatedDelta=+2 | completionDelta=+0.88% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=true | catalogueWorse=false | standardFamily=REAR_BOUNDARY_LOCK | catalogueFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:15:11 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 18 Scenario seed: -29016899169270240 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1018 Passengers seated: 282/282 Average waiting ticks: 460.86 Longest waiting passenger: P39->31A(LEFT) Longest waiting ticks: 950 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2171 Maximum occupied tiles: 11 Seat events: 144 Single-blocker events: 41 Multiple-blocker events: 12 Temporary aisle reoccupations: 65 RIGHT AISLE ----------- Total moves: 2188 Maximum occupied tiles: 11 Seat events: 138 Single-blocker events: 39 Multiple-blocker events: 20 Temporary aisle reoccupations: 79 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 101 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5629 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7092 Total stationary ticks: 134758 Seat-event requests: 293 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 749 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 749 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 293\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:15:11 Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 18 Scenario seed: -29016899169270240 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 68.09% Aisle-assignment balance: 90.78% OUTCOME ------- Status: SUCCESS Completed ticks: 1086 Passengers seated: 282/282 Average waiting ticks: 462.25 Longest waiting passenger: P279->28C(LEFT) Longest waiting ticks: 1002 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2343 Maximum occupied tiles: 15 Seat events: 154 Single-blocker events: 31 Multiple-blocker events: 3 Temporary aisle reoccupations: 37 RIGHT AISLE ----------- Total moves: 1984 Maximum occupied tiles: 16 Seat events: 128 Single-blocker events: 3 Multiple-blocker events: 3 Temporary aisle reoccupations: 9 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 92 Reservations granted: 92 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7683 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8624 Total stationary ticks: 137277 Seat-event requests: 282 Failed seat-event starts: 0 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 429 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 0 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 429 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 282\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 2\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 18 | standardDataset=282/282 (100.00%) | catalogueDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:15:11 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 19 Scenario seed: -1022932693840430131 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.20% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 99.72% OUTCOME ------- Status: SUCCESS Completed ticks: 1270 Passengers seated: 353/353 Average waiting ticks: 595.20 Longest waiting passenger: P228->31D(RIGHT) Longest waiting ticks: 1217 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 5 Clusters detected: 5 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: RIGHT:region=R5:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 5 Region updates: 107 Regions dissolved: 5 Repeated reconstructions avoided: 107 Largest region lifetime: 32 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R5:lifetime=8 Confirmation deferral ticks: 7 Regions reaching confirmation: 2 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3031 Maximum occupied tiles: 15 Seat events: 176 Single-blocker events: 50 Multiple-blocker events: 27 Temporary aisle reoccupations: 110 RIGHT AISLE ----------- Total moves: 3177 Maximum occupied tiles: 13 Seat events: 177 Single-blocker events: 51 Multiple-blocker events: 34 Temporary aisle reoccupations: 129 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 160 Reservations granted: 158 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7492 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9457 Total stationary ticks: 216460 Seat-event requests: 384 Failed seat-event starts: 31 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 994 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 31 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 994 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 11\nOccupied-space rejections: 37\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:15:11 Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 19 Scenario seed: -1022932693840430131 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Row-zone concentration (diagnostic control): 28.33% Blocker-prone seat share (topology component): 61.19% Aisle-assignment balance: 98.02% OUTCOME ------- Status: SUCCESS Completed ticks: 1270 Passengers seated: 353/353 Average waiting ticks: 585.08 Longest waiting passenger: P292->11H(RIGHT) Longest waiting ticks: 1236 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2964 Maximum occupied tiles: 14 Seat events: 173 Single-blocker events: 35 Multiple-blocker events: 5 Temporary aisle reoccupations: 45 RIGHT AISLE ----------- Total moves: 3150 Maximum occupied tiles: 16 Seat events: 180 Single-blocker events: 38 Multiple-blocker events: 5 Temporary aisle reoccupations: 48 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 142 Reservations granted: 142 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 9275 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 10496 Total stationary ticks: 214678 Seat-event requests: 356 Failed seat-event starts: 3 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 660 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 3 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 660 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 356\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 4\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 19 | standardDataset=353/353 (100.00%) | catalogueDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:15:11 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 20 Scenario seed: 7778104721219760133 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.66% Blocker-prone seat share (topology component): 65.69% Aisle-assignment balance: 98.54% OUTCOME ------- Status: SUCCESS Completed ticks: 989 Passengers seated: 274/274 Average waiting ticks: 448.40 Longest waiting passenger: P182->28I(RIGHT) Longest waiting ticks: 944 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2133 Maximum occupied tiles: 13 Seat events: 135 Single-blocker events: 28 Multiple-blocker events: 11 Temporary aisle reoccupations: 50 RIGHT AISLE ----------- Total moves: 2076 Maximum occupied tiles: 12 Seat events: 139 Single-blocker events: 35 Multiple-blocker events: 18 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 92 Reservations granted: 92 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5548 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6972 Total stationary ticks: 127697 Seat-event requests: 284 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 677 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 677 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 284\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:15:11 Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 20 Scenario seed: 7778104721219760133 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Row-zone concentration (diagnostic control): 32.48% Blocker-prone seat share (topology component): 70.07% Aisle-assignment balance: 93.43% OUTCOME ------- Status: SUCCESS Completed ticks: 1028 Passengers seated: 274/274 Average waiting ticks: 450.66 Longest waiting passenger: P266->22C(LEFT) Longest waiting ticks: 970 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2212 Maximum occupied tiles: 10 Seat events: 146 Single-blocker events: 30 Multiple-blocker events: 5 Temporary aisle reoccupations: 40 RIGHT AISLE ----------- Total moves: 1984 Maximum occupied tiles: 13 Seat events: 128 Single-blocker events: 5 Multiple-blocker events: 5 Temporary aisle reoccupations: 15 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 89 Reservations granted: 89 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6269 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7087 Total stationary ticks: 128901 Seat-event requests: 276 Failed seat-event starts: 2 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 405 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 2 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 405 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 276\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 4\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 20 | standardDataset=274/274 (100.00%) | catalogueDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:15:11 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 21 Scenario seed: -6050252773158139437 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.90% Blocker-prone seat share (topology component): 75.52% Aisle-assignment balance: 98.96% OUTCOME ------- Status: SUCCESS Completed ticks: 686 Passengers seated: 192/192 Average waiting ticks: 311.75 Longest waiting passenger: P131->5H(RIGHT) Longest waiting ticks: 644 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1430 Maximum occupied tiles: 11 Seat events: 95 Single-blocker events: 26 Multiple-blocker events: 4 Temporary aisle reoccupations: 34 RIGHT AISLE ----------- Total moves: 1368 Maximum occupied tiles: 11 Seat events: 97 Single-blocker events: 22 Multiple-blocker events: 5 Temporary aisle reoccupations: 32 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 97 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3532 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4379 Total stationary ticks: 62831 Seat-event requests: 195 Failed seat-event starts: 3 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 442 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 3 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 442 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 195\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:15:11 Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 21 Scenario seed: -6050252773158139437 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Row-zone concentration (diagnostic control): 35.94% Blocker-prone seat share (topology component): 90.63% Aisle-assignment balance: 96.88% OUTCOME ------- Status: SUCCESS Completed ticks: 694 Passengers seated: 192/192 Average waiting ticks: 311.29 Longest waiting passenger: P148->8G(RIGHT) Longest waiting ticks: 676 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1270 Maximum occupied tiles: 10 Seat events: 93 Single-blocker events: 14 Multiple-blocker events: 0 Temporary aisle reoccupations: 14 RIGHT AISLE ----------- Total moves: 1485 Maximum occupied tiles: 13 Seat events: 99 Single-blocker events: 14 Multiple-blocker events: 0 Temporary aisle reoccupations: 14 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 75 Reservations granted: 75 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4331 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4853 Total stationary ticks: 63468 Seat-event requests: 192 Failed seat-event starts: 0 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 293 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 0 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 293 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 192\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 21 | standardDataset=192/192 (100.00%) | catalogueDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:15:11 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 22 Scenario seed: -7549248447377455043 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.43% Blocker-prone seat share (topology component): 60.46% Aisle-assignment balance: 98.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1115 Passengers seated: 306/306 Average waiting ticks: 511.00 Longest waiting passenger: P126->23H(RIGHT) Longest waiting ticks: 1059 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: LEFT:tiles22-26:occupied=4:anchor=P169:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 16 Regions dissolved: 1 Repeated reconstructions avoided: 16 Largest region lifetime: 17 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=17 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2720 Maximum occupied tiles: 13 Seat events: 150 Single-blocker events: 49 Multiple-blocker events: 12 Temporary aisle reoccupations: 74 RIGHT AISLE ----------- Total moves: 2575 Maximum occupied tiles: 12 Seat events: 156 Single-blocker events: 35 Multiple-blocker events: 19 Temporary aisle reoccupations: 77 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 128 Reservations granted: 128 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6519 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8050 Total stationary ticks: 161843 Seat-event requests: 321 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 882 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 882 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 320\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:15:11 Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 22 Scenario seed: -7549248447377455043 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Row-zone concentration (diagnostic control): 28.10% Blocker-prone seat share (topology component): 70.59% Aisle-assignment balance: 90.20% OUTCOME ------- Status: SUCCESS Completed ticks: 1179 Passengers seated: 306/306 Average waiting ticks: 509.44 Longest waiting passenger: P298->13H(RIGHT) Longest waiting ticks: 1150 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2250 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 16 Multiple-blocker events: 1 Temporary aisle reoccupations: 18 RIGHT AISLE ----------- Total moves: 2935 Maximum occupied tiles: 14 Seat events: 168 Single-blocker events: 29 Multiple-blocker events: 1 Temporary aisle reoccupations: 31 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 117 Reservations granted: 115 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8004 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8870 Total stationary ticks: 162976 Seat-event requests: 306 Failed seat-event starts: 0 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 409 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 0 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 409 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 308\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 22 | standardDataset=306/306 (100.00%) | catalogueDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:15:11 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 23 Scenario seed: 4519082988640820556 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.77% Blocker-prone seat share (topology component): 75.44% Aisle-assignment balance: 96.49% OUTCOME ------- Status: SUCCESS Completed ticks: 825 Passengers seated: 228/228 Average waiting ticks: 367.85 Longest waiting passenger: P154->11C(RIGHT) Longest waiting ticks: 787 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1559 Maximum occupied tiles: 14 Seat events: 110 Single-blocker events: 28 Multiple-blocker events: 14 Temporary aisle reoccupations: 59 RIGHT AISLE ----------- Total moves: 1754 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 29 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 123 Reservations granted: 123 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4498 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5596 Total stationary ticks: 87691 Seat-event requests: 238 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 544 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 544 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 238\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:15:11 Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 23 Scenario seed: 4519082988640820556 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Row-zone concentration (diagnostic control): 33.77% Blocker-prone seat share (topology component): 78.95% Aisle-assignment balance: 94.74% OUTCOME ------- Status: SUCCESS Completed ticks: 835 Passengers seated: 228/228 Average waiting ticks: 366.32 Longest waiting passenger: P215->11E(RIGHT) Longest waiting ticks: 812 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1523 Maximum occupied tiles: 15 Seat events: 108 Single-blocker events: 21 Multiple-blocker events: 0 Temporary aisle reoccupations: 21 RIGHT AISLE ----------- Total moves: 1740 Maximum occupied tiles: 14 Seat events: 120 Single-blocker events: 33 Multiple-blocker events: 0 Temporary aisle reoccupations: 33 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 108 Reservations granted: 108 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6117 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6862 Total stationary ticks: 88944 Seat-event requests: 228 Failed seat-event starts: 0 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 370 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 0 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 370 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 228\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 23 | standardDataset=228/228 (100.00%) | catalogueDataset=228/228 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:15:11 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 24 Scenario seed: 4297087376607226005 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.66% Blocker-prone seat share (topology component): 66.79% Aisle-assignment balance: 99.27% OUTCOME ------- Status: SUCCESS Completed ticks: 970 Passengers seated: 274/274 Average waiting ticks: 452.86 Longest waiting passenger: P54->10G(RIGHT) Longest waiting ticks: 925 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: RIGHT:tiles23-26:occupied=4:anchor=P246:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 22 Regions dissolved: 1 Repeated reconstructions avoided: 22 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=23 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2167 Maximum occupied tiles: 12 Seat events: 138 Single-blocker events: 39 Multiple-blocker events: 14 Temporary aisle reoccupations: 67 RIGHT AISLE ----------- Total moves: 2041 Maximum occupied tiles: 12 Seat events: 136 Single-blocker events: 37 Multiple-blocker events: 11 Temporary aisle reoccupations: 59 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 93 Reservations granted: 93 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5016 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6316 Total stationary ticks: 128215 Seat-event requests: 287 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 710 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 710 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 286\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:15:11 Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 24 Scenario seed: 4297087376607226005 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Row-zone concentration (diagnostic control): 31.02% Blocker-prone seat share (topology component): 70.07% Aisle-assignment balance: 93.43% OUTCOME ------- Status: SUCCESS Completed ticks: 1036 Passengers seated: 274/274 Average waiting ticks: 454.02 Longest waiting passenger: P256->22E(LEFT) Longest waiting ticks: 982 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2188 Maximum occupied tiles: 13 Seat events: 146 Single-blocker events: 27 Multiple-blocker events: 5 Temporary aisle reoccupations: 37 RIGHT AISLE ----------- Total moves: 1984 Maximum occupied tiles: 15 Seat events: 128 Single-blocker events: 5 Multiple-blocker events: 5 Temporary aisle reoccupations: 15 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 90 Reservations granted: 90 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6528 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7430 Total stationary ticks: 130086 Seat-event requests: 276 Failed seat-event starts: 2 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 474 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 2 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 474 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 276\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 4\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 24 | standardDataset=274/274 (100.00%) | catalogueDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:15:11 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 25 Scenario seed: -1618752062860107760 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.39% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 90.20% OUTCOME ------- Status: SUCCESS Completed ticks: 797 Passengers seated: 204/204 Average waiting ticks: 336.86 Longest waiting passenger: P145->11G(RIGHT) Longest waiting ticks: 754 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 7 Regions dissolved: 1 Repeated reconstructions avoided: 7 Largest region lifetime: 8 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=8 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1366 Maximum occupied tiles: 11 Seat events: 92 Single-blocker events: 18 Multiple-blocker events: 3 Temporary aisle reoccupations: 24 RIGHT AISLE ----------- Total moves: 1550 Maximum occupied tiles: 14 Seat events: 112 Single-blocker events: 34 Multiple-blocker events: 14 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 110 Reservations granted: 108 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3670 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4541 Total stationary ticks: 71737 Seat-event requests: 212 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 442 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 442 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 214\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 2\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:15:11 Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 25 Scenario seed: -1618752062860107760 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Row-zone concentration (diagnostic control): 34.31% Blocker-prone seat share (topology component): 88.24% Aisle-assignment balance: 99.02% OUTCOME ------- Status: SUCCESS Completed ticks: 742 Passengers seated: 204/204 Average waiting ticks: 331.05 Longest waiting passenger: P202->27E(RIGHT) Longest waiting ticks: 698 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1415 Maximum occupied tiles: 9 Seat events: 101 Single-blocker events: 16 Multiple-blocker events: 0 Temporary aisle reoccupations: 16 RIGHT AISLE ----------- Total moves: 1565 Maximum occupied tiles: 12 Seat events: 103 Single-blocker events: 18 Multiple-blocker events: 0 Temporary aisle reoccupations: 18 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 87 Reservations granted: 84 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4621 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5293 Total stationary ticks: 71582 Seat-event requests: 204 Failed seat-event starts: 0 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 311 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 0 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 311 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 207\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 25 | standardDataset=204/204 (100.00%) | catalogueDataset=204/204 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:15:11 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 26 Scenario seed: 7637717698422060553 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.07% Blocker-prone seat share (topology component): 59.36% Aisle-assignment balance: 94.15% OUTCOME ------- Status: SUCCESS Completed ticks: 1276 Passengers seated: 342/342 Average waiting ticks: 566.26 Longest waiting passenger: P248->26A(LEFT) Longest waiting ticks: 1229 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 4 Largest detected cluster: 4 Selected release potential total: 5 Last cluster decision: LEFT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 48 Regions dissolved: 3 Repeated reconstructions avoided: 48 Largest region lifetime: 31 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=31 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3173 Maximum occupied tiles: 15 Seat events: 181 Single-blocker events: 46 Multiple-blocker events: 25 Temporary aisle reoccupations: 103 RIGHT AISLE ----------- Total moves: 2795 Maximum occupied tiles: 13 Seat events: 161 Single-blocker events: 49 Multiple-blocker events: 23 Temporary aisle reoccupations: 98 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 161 Reservations granted: 161 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7578 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9483 Total stationary ticks: 200246 Seat-event requests: 371 Failed seat-event starts: 29 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 924 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 29 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 924 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 369\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 9\nOccupied-space rejections: 37\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:15:11 Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 26 Scenario seed: 7637717698422060553 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Row-zone concentration (diagnostic control): 28.07% Blocker-prone seat share (topology component): 63.16% Aisle-assignment balance: 94.74% OUTCOME ------- Status: SUCCESS Completed ticks: 1258 Passengers seated: 342/342 Average waiting ticks: 564.24 Longest waiting passenger: P316->15F(RIGHT) Longest waiting ticks: 1214 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2766 Maximum occupied tiles: 12 Seat events: 162 Single-blocker events: 32 Multiple-blocker events: 5 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 3150 Maximum occupied tiles: 16 Seat events: 180 Single-blocker events: 41 Multiple-blocker events: 5 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 136 Reservations granted: 135 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 9144 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 10124 Total stationary ticks: 200965 Seat-event requests: 344 Failed seat-event starts: 2 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 508 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 2 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 508 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 345\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 4\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 26 | standardDataset=342/342 (100.00%) | catalogueDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:15:11 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 27 Scenario seed: 7038436515696686281 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 75.46% Aisle-assignment balance: 97.22% OUTCOME ------- Status: SUCCESS Completed ticks: 784 Passengers seated: 216/216 Average waiting ticks: 348.83 Longest waiting passenger: P24->8D(LEFT) Longest waiting ticks: 747 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles11-13:occupied=3:anchor=P209:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 10 Regions dissolved: 1 Repeated reconstructions avoided: 10 Largest region lifetime: 11 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=11 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1681 Maximum occupied tiles: 14 Seat events: 111 Single-blocker events: 29 Multiple-blocker events: 17 Temporary aisle reoccupations: 67 RIGHT AISLE ----------- Total moves: 1464 Maximum occupied tiles: 11 Seat events: 105 Single-blocker events: 24 Multiple-blocker events: 8 Temporary aisle reoccupations: 42 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 123 Reservations granted: 120 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4157 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5218 Total stationary ticks: 78912 Seat-event requests: 228 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 475 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 475 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 230\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:15:11 Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 27 Scenario seed: 7038436515696686281 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 83.33% Aisle-assignment balance: 97.22% OUTCOME ------- Status: SUCCESS Completed ticks: 797 Passengers seated: 216/216 Average waiting ticks: 349.51 Longest waiting passenger: P211->29E(RIGHT) Longest waiting ticks: 746 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1455 Maximum occupied tiles: 10 Seat events: 105 Single-blocker events: 16 Multiple-blocker events: 0 Temporary aisle reoccupations: 16 RIGHT AISLE ----------- Total moves: 1666 Maximum occupied tiles: 12 Seat events: 111 Single-blocker events: 22 Multiple-blocker events: 0 Temporary aisle reoccupations: 22 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 100 Reservations granted: 96 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4921 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5707 Total stationary ticks: 79834 Seat-event requests: 216 Failed seat-event starts: 0 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 366 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 0 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 366 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 220\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 27 | standardDataset=216/216 (100.00%) | catalogueDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:15:11 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 28 Scenario seed: 3504961108606988885 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.66% Blocker-prone seat share (topology component): 66.06% Aisle-assignment balance: 96.35% OUTCOME ------- Status: SUCCESS Completed ticks: 1007 Passengers seated: 274/274 Average waiting ticks: 452.16 Longest waiting passenger: P162->5H(RIGHT) Longest waiting ticks: 957 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles22-24:occupied=3:anchor=P175:selected=P83:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 15 Regions dissolved: 1 Repeated reconstructions avoided: 15 Largest region lifetime: 16 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=16 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2061 Maximum occupied tiles: 13 Seat events: 132 Single-blocker events: 31 Multiple-blocker events: 15 Temporary aisle reoccupations: 61 RIGHT AISLE ----------- Total moves: 2167 Maximum occupied tiles: 14 Seat events: 142 Single-blocker events: 39 Multiple-blocker events: 13 Temporary aisle reoccupations: 65 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 94 Reservations granted: 93 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5286 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6678 Total stationary ticks: 128384 Seat-event requests: 287 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 693 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 693 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 287\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:15:11 Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 28 Scenario seed: 3504961108606988885 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Row-zone concentration (diagnostic control): 30.66% Blocker-prone seat share (topology component): 70.07% Aisle-assignment balance: 93.43% OUTCOME ------- Status: SUCCESS Completed ticks: 1041 Passengers seated: 274/274 Average waiting ticks: 449.80 Longest waiting passenger: P271->29E(LEFT) Longest waiting ticks: 960 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2229 Maximum occupied tiles: 15 Seat events: 146 Single-blocker events: 28 Multiple-blocker events: 3 Temporary aisle reoccupations: 34 RIGHT AISLE ----------- Total moves: 1984 Maximum occupied tiles: 16 Seat events: 128 Single-blocker events: 3 Multiple-blocker events: 3 Temporary aisle reoccupations: 9 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 89 Reservations granted: 89 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7542 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8463 Total stationary ticks: 130002 Seat-event requests: 274 Failed seat-event starts: 0 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 461 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 0 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 461 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 274\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 2\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 28 | standardDataset=274/274 (100.00%) | catalogueDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:15:11 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 29 Scenario seed: 8058727884467314553 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.39% Blocker-prone seat share (topology component): 67.52% Aisle-assignment balance: 95.62% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2418 Passengers seated: 258/274 Average waiting ticks: 468.27 Longest waiting passenger: P89->18D(RIGHT) Longest waiting ticks: 2380 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 24 Cluster candidates evaluated: 47 Executable cluster candidates: 10 Rejected cluster candidates: 37 Cluster selections: 6 Cluster-selected events started: 6 Largest detected cluster: 16 Selected release potential total: 26 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1839 Regions dissolved: 2 Repeated reconstructions avoided: 1839 Largest region lifetime: 1771 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1771:occupied=16 Confirmation deferral ticks: 5 Regions reaching confirmation: 3 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1566 State changes reopening evaluation: 21 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2020 Maximum occupied tiles: 14 Seat events: 131 Single-blocker events: 43 Multiple-blocker events: 8 Temporary aisle reoccupations: 59 RIGHT AISLE ----------- Total moves: 2227 Maximum occupied tiles: 22 Seat events: 127 Single-blocker events: 40 Multiple-blocker events: 10 Temporary aisle reoccupations: 60 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1630 Reservations granted: 1627 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 12 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 19602 Longest unresolved passenger ID: 90 Longest unresolved row: 32 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 9 Longest dependency chain: P137(25E/RIGHT) -> P94(27G/RIGHT) -> P190(24F/RIGHT) -> P24(25I/RIGHT) -> P88(28D/RIGHT) -> P102(27F/RIGHT) -> P87(31H/RIGHT) -> P184(31D/RIGHT) -> P20(28I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 137 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 12 Total blocked ticks: 32482 Total stationary ticks: 151925 Seat-event requests: 1882 Failed seat-event starts: 1624 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 20 Critical blocker identity: P20->28I(RIGHT) Direct fan-out: 1 Total indirect descendants: 8 Critical tree size including blocker: 9 Critical tree depth: 9 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 16 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 7 Critical blocker tree: P20(28I/RIGHT/WAITING_FOR_SEAT_EVENT) P184(31D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P87(31H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P102(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P88(28D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P24(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P190(24F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P94(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P137(25E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1605 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 29|30 Critical blocker unavailable yield tiles: 29|30 Critical blocker yield-tile occupants: 13|153 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 3 Yield-tile occupied failures: 1605 Rear-boundary failures: 19 Middle-bank reservation failures: 3 Active-event deferrals: 1075 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 2 Trace length: 2 Yield-occupant trace: yieldOccupant[13]: P13(31G/RIGHT/MOVING_IN_AISLE@tile29) -> P153(30E/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[153]: P153(30E/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P153->30E(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P13{seat=31G,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=29,directBlocker=153,lastMoveTick=698,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P153{seat=30E,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=648,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 29|30 Current unavailable yield tiles: 29|30 Current yield-tile occupants: 13|153 Final row-event chain: 20|13|153 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 4 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1880\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 7\nOccupied-space rejections: 3201\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:15:11 Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 29 Scenario seed: 8058727884467314553 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Row-zone concentration (diagnostic control): 31.75% Blocker-prone seat share (topology component): 70.07% Aisle-assignment balance: 93.43% OUTCOME ------- Status: SUCCESS Completed ticks: 1030 Passengers seated: 274/274 Average waiting ticks: 450.28 Longest waiting passenger: P269->26E(LEFT) Longest waiting ticks: 972 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2188 Maximum occupied tiles: 13 Seat events: 146 Single-blocker events: 29 Multiple-blocker events: 5 Temporary aisle reoccupations: 39 RIGHT AISLE ----------- Total moves: 1984 Maximum occupied tiles: 15 Seat events: 128 Single-blocker events: 5 Multiple-blocker events: 5 Temporary aisle reoccupations: 15 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 91 Reservations granted: 91 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6568 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7483 Total stationary ticks: 129109 Seat-event requests: 275 Failed seat-event starts: 1 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 479 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 479 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 275\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 4\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 29 | standardDataset=258/274 (94.16%) | catalogueDataset=274/274 (100.00%) | seatedDelta=+16 | completionDelta=+5.84% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=true | catalogueWorse=false | standardFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL | catalogueFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:15:11 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 30 Scenario seed: 4796178364709272712 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 288 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.78% Blocker-prone seat share (topology component): 60.07% Aisle-assignment balance: 97.22% OUTCOME ------- Status: SUCCESS Completed ticks: 1073 Passengers seated: 288/288 Average waiting ticks: 486.26 Longest waiting passenger: P242->22A(LEFT) Longest waiting ticks: 1020 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles24-27:occupied=3:anchor=P272:selected=P258:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 13 Regions dissolved: 1 Repeated reconstructions avoided: 13 Largest region lifetime: 14 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=14 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2587 Maximum occupied tiles: 13 Seat events: 148 Single-blocker events: 40 Multiple-blocker events: 17 Temporary aisle reoccupations: 77 RIGHT AISLE ----------- Total moves: 2427 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 36 Multiple-blocker events: 18 Temporary aisle reoccupations: 73 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 124 Reservations granted: 120 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6089 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7510 Total stationary ticks: 145204 Seat-event requests: 303 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 751 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 751 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 306\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ============================================================ Date/Time: 2026-07-16 11:15:11 Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 30 Scenario seed: 4796178364709272712 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 288 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE Row-zone concentration (diagnostic control): 28.47% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 95.83% OUTCOME ------- Status: SUCCESS Completed ticks: 1069 Passengers seated: 288/288 Average waiting ticks: 480.60 Longest waiting passenger: P277->5H(RIGHT) Longest waiting ticks: 1013 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2250 Maximum occupied tiles: 11 Seat events: 138 Single-blocker events: 20 Multiple-blocker events: 5 Temporary aisle reoccupations: 30 RIGHT AISLE ----------- Total moves: 2764 Maximum occupied tiles: 15 Seat events: 150 Single-blocker events: 26 Multiple-blocker events: 5 Temporary aisle reoccupations: 36 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 112 Reservations granted: 109 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7443 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8524 Total stationary ticks: 144980 Seat-event requests: 291 Failed seat-event starts: 3 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 580 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 2 Rear-boundary failures: 1 Middle-bank reservation failures: 3 Active-event deferrals: 580 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 294\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 4\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 30 | standardDataset=288/288 (100.00%) | catalogueDataset=288/288 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN ************************************************************ BATCH EXPERIMENT SUMMARY RESEARCH EXPERIMENT 09 DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE ************************************************************ Experiment seed: 1783790101901 Scenarios executed: 60 Successful completions: 56 Incomplete/MAX_TICKS: 4 Average completed ticks: 1038.05 Average waiting ticks: 421.43 ************************************************************ ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 10 EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR ============================================================ Date/Time: 2026-07-16 13:40:56 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 1 Scenario seed: 7216130499227313205 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.39% Blocker-prone seat share (topology component): 66.79% Aisle-assignment balance: 98.54% OUTCOME ------- Status: SUCCESS Completed ticks: 990 Passengers seated: 274/274 Average waiting ticks: 450.42 Longest waiting passenger: P233->32A(LEFT) Longest waiting ticks: 921 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2125 Maximum occupied tiles: 12 Seat events: 139 Single-blocker events: 45 Multiple-blocker events: 13 Temporary aisle reoccupations: 71 RIGHT AISLE ----------- Total moves: 2075 Maximum occupied tiles: 11 Seat events: 135 Single-blocker events: 41 Multiple-blocker events: 8 Temporary aisle reoccupations: 57 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 98 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5198 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6411 Total stationary ticks: 127724 Seat-event requests: 284 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 632 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 632 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 289\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 10 EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR ============================================================ Date/Time: 2026-07-16 13:40:56 Experiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 1 Scenario seed: 7216130499227313205 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET Row-zone concentration (diagnostic control): 30.66% Blocker-prone seat share (topology component): 70.07% Aisle-assignment balance: 93.43% OUTCOME ------- Status: SUCCESS Completed ticks: 1033 Passengers seated: 274/274 Average waiting ticks: 450.06 Longest waiting passenger: P256->2C(LEFT) Longest waiting ticks: 980 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2208 Maximum occupied tiles: 14 Seat events: 146 Single-blocker events: 28 Multiple-blocker events: 1 Temporary aisle reoccupations: 30 RIGHT AISLE ----------- Total moves: 1984 Maximum occupied tiles: 14 Seat events: 128 Single-blocker events: 3 Multiple-blocker events: 2 Temporary aisle reoccupations: 7 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 90 Reservations granted: 90 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6947 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7933 Total stationary ticks: 129554 Seat-event requests: 275 Failed seat-event starts: 1 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 459 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 459 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 275\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 1\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 01 | standardDataset=274/274 (100.00%) | topologyDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | topologyWorse=false | standardFamily=COMPLETE_CABIN | topologyFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 10 EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR ============================================================ Date/Time: 2026-07-16 13:40:56 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 2 Scenario seed: -5145057424286824451 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.48% Blocker-prone seat share (topology component): 73.61% Aisle-assignment balance: 94.44% OUTCOME ------- Status: SUCCESS Completed ticks: 799 Passengers seated: 216/216 Average waiting ticks: 351.06 Longest waiting passenger: P90->5C(LEFT) Longest waiting ticks: 749 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 31 Regions dissolved: 2 Repeated reconstructions avoided: 31 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1607 Maximum occupied tiles: 12 Seat events: 114 Single-blocker events: 32 Multiple-blocker events: 9 Temporary aisle reoccupations: 52 RIGHT AISLE ----------- Total moves: 1517 Maximum occupied tiles: 11 Seat events: 102 Single-blocker events: 19 Multiple-blocker events: 9 Temporary aisle reoccupations: 38 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 125 Reservations granted: 121 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3653 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4671 Total stationary ticks: 78797 Seat-event requests: 225 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 557 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 557 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 229\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 10 EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR ============================================================ Date/Time: 2026-07-16 13:40:56 Experiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 2 Scenario seed: -5145057424286824451 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 83.33% Aisle-assignment balance: 97.22% OUTCOME ------- Status: SUCCESS Completed ticks: 768 Passengers seated: 216/216 Average waiting ticks: 348.94 Longest waiting passenger: P213->10E(RIGHT) Longest waiting ticks: 746 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1455 Maximum occupied tiles: 11 Seat events: 105 Single-blocker events: 16 Multiple-blocker events: 0 Temporary aisle reoccupations: 16 RIGHT AISLE ----------- Total moves: 1659 Maximum occupied tiles: 13 Seat events: 111 Single-blocker events: 23 Multiple-blocker events: 0 Temporary aisle reoccupations: 23 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 96 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5042 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5669 Total stationary ticks: 79764 Seat-event requests: 216 Failed seat-event starts: 0 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 290 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 0 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 290 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 219\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 02 | standardDataset=216/216 (100.00%) | topologyDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | topologyWorse=false | standardFamily=COMPLETE_CABIN | topologyFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 10 EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR ============================================================ Date/Time: 2026-07-16 13:40:56 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 3 Scenario seed: 3757159740356003327 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.65% Blocker-prone seat share (topology component): 60.53% Aisle-assignment balance: 98.83% OUTCOME ------- Status: SUCCESS Completed ticks: 1266 Passengers seated: 342/342 Average waiting ticks: 588.90 Longest waiting passenger: P156->23B(LEFT) Longest waiting ticks: 1212 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3072 Maximum occupied tiles: 14 Seat events: 173 Single-blocker events: 56 Multiple-blocker events: 25 Temporary aisle reoccupations: 111 RIGHT AISLE ----------- Total moves: 2968 Maximum occupied tiles: 12 Seat events: 169 Single-blocker events: 49 Multiple-blocker events: 22 Temporary aisle reoccupations: 96 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 147 Reservations granted: 143 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6815 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8177 Total stationary ticks: 206919 Seat-event requests: 351 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 758 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 758 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 355\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 7\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 10 EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR ============================================================ Date/Time: 2026-07-16 13:40:56 Experiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 3 Scenario seed: 3757159740356003327 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET Row-zone concentration (diagnostic control): 27.49% Blocker-prone seat share (topology component): 63.16% Aisle-assignment balance: 94.74% OUTCOME ------- Status: SUCCESS Completed ticks: 1295 Passengers seated: 342/342 Average waiting ticks: 578.13 Longest waiting passenger: P301->5H(RIGHT) Longest waiting ticks: 1237 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2708 Maximum occupied tiles: 12 Seat events: 162 Single-blocker events: 25 Multiple-blocker events: 2 Temporary aisle reoccupations: 29 RIGHT AISLE ----------- Total moves: 3150 Maximum occupied tiles: 15 Seat events: 180 Single-blocker events: 39 Multiple-blocker events: 1 Temporary aisle reoccupations: 41 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 132 Reservations granted: 132 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8648 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9733 Total stationary ticks: 205329 Seat-event requests: 342 Failed seat-event starts: 0 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 541 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 0 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 541 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 342\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 03 | standardDataset=342/342 (100.00%) | topologyDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | topologyWorse=false | standardFamily=COMPLETE_CABIN | topologyFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 10 EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR ============================================================ Date/Time: 2026-07-16 13:40:56 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 4 Scenario seed: 4505242574357131631 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 75.49% Aisle-assignment balance: 91.18% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2255 Passengers seated: 200/204 Average waiting ticks: 339.50 Longest waiting passenger: P88->29C(RIGHT) Longest waiting ticks: 2194 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 4 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1498 Regions dissolved: 0 Repeated reconstructions avoided: 1498 Largest region lifetime: 1499 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1499:occupied=4 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1496 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1348 Maximum occupied tiles: 11 Seat events: 93 Single-blocker events: 18 Multiple-blocker events: 4 Temporary aisle reoccupations: 26 RIGHT AISLE ----------- Total moves: 1644 Maximum occupied tiles: 13 Seat events: 107 Single-blocker events: 25 Multiple-blocker events: 11 Temporary aisle reoccupations: 49 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1613 Reservations granted: 1609 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 4973 Longest unresolved passenger ID: 201 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P147(28E/RIGHT) -> P139(29G/RIGHT) -> P201(30D/RIGHT) -> P88(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 147 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 11024 Total stationary ticks: 77119 Seat-event requests: 1709 Failed seat-event starts: 1509 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 88 Critical blocker identity: P88->29C(RIGHT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 4 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P88(29C/RIGHT/WAITING_FOR_SEAT_EVENT) P201(30D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P139(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P147(28E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1505 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 4 Rear-boundary failures: 1505 Middle-bank reservation failures: 4 Active-event deferrals: 595 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1714\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 10 EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR ============================================================ Date/Time: 2026-07-16 13:40:56 Experiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 4 Scenario seed: 4505242574357131631 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET Row-zone concentration (diagnostic control): 34.31% Blocker-prone seat share (topology component): 88.24% Aisle-assignment balance: 99.02% OUTCOME ------- Status: SUCCESS Completed ticks: 721 Passengers seated: 204/204 Average waiting ticks: 326.63 Longest waiting passenger: P153->8F(RIGHT) Longest waiting ticks: 698 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1415 Maximum occupied tiles: 14 Seat events: 101 Single-blocker events: 13 Multiple-blocker events: 0 Temporary aisle reoccupations: 13 RIGHT AISLE ----------- Total moves: 1565 Maximum occupied tiles: 13 Seat events: 103 Single-blocker events: 16 Multiple-blocker events: 0 Temporary aisle reoccupations: 16 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 84 Reservations granted: 84 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5141 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5807 Total stationary ticks: 71167 Seat-event requests: 204 Failed seat-event starts: 0 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 345 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 0 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 345 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 205\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 04 | standardDataset=200/204 (98.04%) | topologyDataset=204/204 (100.00%) | seatedDelta=+4 | completionDelta=+1.96% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=true | topologyWorse=false | standardFamily=REAR_BOUNDARY_LOCK | topologyFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 10 EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR ============================================================ Date/Time: 2026-07-16 13:40:56 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 5 Scenario seed: -6826745434564669881 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 96.17% OUTCOME ------- Status: SUCCESS Completed ticks: 870 Passengers seated: 235/235 Average waiting ticks: 386.29 Longest waiting passenger: P138->20E(RIGHT) Longest waiting ticks: 843 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 22 Regions dissolved: 2 Repeated reconstructions avoided: 22 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1722 Maximum occupied tiles: 12 Seat events: 113 Single-blocker events: 30 Multiple-blocker events: 8 Temporary aisle reoccupations: 48 RIGHT AISLE ----------- Total moves: 1667 Maximum occupied tiles: 10 Seat events: 122 Single-blocker events: 34 Multiple-blocker events: 13 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 127 Reservations granted: 127 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4517 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5593 Total stationary ticks: 94540 Seat-event requests: 245 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 566 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 566 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 10 EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR ============================================================ Date/Time: 2026-07-16 13:40:56 Experiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 5 Scenario seed: -6826745434564669881 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 76.60% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 857 Passengers seated: 235/235 Average waiting ticks: 383.89 Longest waiting passenger: P213->29E(RIGHT) Longest waiting ticks: 816 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1610 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 27 Multiple-blocker events: 0 Temporary aisle reoccupations: 27 RIGHT AISLE ----------- Total moves: 1740 Maximum occupied tiles: 12 Seat events: 120 Single-blocker events: 32 Multiple-blocker events: 0 Temporary aisle reoccupations: 32 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 118 Reservations granted: 115 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5468 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6181 Total stationary ticks: 94922 Seat-event requests: 235 Failed seat-event starts: 0 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 362 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 0 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 362 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 238\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 1\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 05 | standardDataset=235/235 (100.00%) | topologyDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | topologyWorse=false | standardFamily=COMPLETE_CABIN | topologyFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 10 EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR ============================================================ Date/Time: 2026-07-16 13:40:56 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 6 Scenario seed: 2513822240434754174 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.82% Blocker-prone seat share (topology component): 77.94% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 731 Passengers seated: 204/204 Average waiting ticks: 331.67 Longest waiting passenger: P8->20F(RIGHT) Longest waiting ticks: 685 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1499 Maximum occupied tiles: 14 Seat events: 102 Single-blocker events: 24 Multiple-blocker events: 8 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1479 Maximum occupied tiles: 12 Seat events: 102 Single-blocker events: 30 Multiple-blocker events: 6 Temporary aisle reoccupations: 44 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 103 Reservations granted: 103 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3601 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4643 Total stationary ticks: 70621 Seat-event requests: 210 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 585 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 585 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 210\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 10 EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR ============================================================ Date/Time: 2026-07-16 13:40:56 Experiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 6 Scenario seed: 2513822240434754174 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET Row-zone concentration (diagnostic control): 34.31% Blocker-prone seat share (topology component): 88.24% Aisle-assignment balance: 99.02% OUTCOME ------- Status: SUCCESS Completed ticks: 726 Passengers seated: 204/204 Average waiting ticks: 329.10 Longest waiting passenger: P148->6F(RIGHT) Longest waiting ticks: 698 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1415 Maximum occupied tiles: 11 Seat events: 101 Single-blocker events: 12 Multiple-blocker events: 0 Temporary aisle reoccupations: 12 RIGHT AISLE ----------- Total moves: 1565 Maximum occupied tiles: 14 Seat events: 103 Single-blocker events: 15 Multiple-blocker events: 0 Temporary aisle reoccupations: 15 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 84 Reservations granted: 84 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5004 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5594 Total stationary ticks: 71538 Seat-event requests: 204 Failed seat-event starts: 0 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 284 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 0 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 284 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 204\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 06 | standardDataset=204/204 (100.00%) | topologyDataset=204/204 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | topologyWorse=false | standardFamily=COMPLETE_CABIN | topologyFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 10 EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR ============================================================ Date/Time: 2026-07-16 13:40:56 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 7 Scenario seed: -4676738862831661214 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.80% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 98.15% OUTCOME ------- Status: SUCCESS Completed ticks: 772 Passengers seated: 216/216 Average waiting ticks: 349.32 Longest waiting passenger: P213->4C(LEFT) Longest waiting ticks: 721 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 24 Regions dissolved: 2 Repeated reconstructions avoided: 24 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1563 Maximum occupied tiles: 12 Seat events: 110 Single-blocker events: 21 Multiple-blocker events: 10 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1500 Maximum occupied tiles: 12 Seat events: 106 Single-blocker events: 24 Multiple-blocker events: 10 Temporary aisle reoccupations: 48 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 119 Reservations granted: 119 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3938 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5006 Total stationary ticks: 78770 Seat-event requests: 227 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 538 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 538 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 227\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 10 EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR ============================================================ Date/Time: 2026-07-16 13:40:56 Experiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 7 Scenario seed: -4676738862831661214 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 83.33% Aisle-assignment balance: 97.22% OUTCOME ------- Status: SUCCESS Completed ticks: 776 Passengers seated: 216/216 Average waiting ticks: 349.09 Longest waiting passenger: P215->9E(RIGHT) Longest waiting ticks: 745 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1455 Maximum occupied tiles: 12 Seat events: 105 Single-blocker events: 18 Multiple-blocker events: 0 Temporary aisle reoccupations: 18 RIGHT AISLE ----------- Total moves: 1669 Maximum occupied tiles: 13 Seat events: 111 Single-blocker events: 22 Multiple-blocker events: 0 Temporary aisle reoccupations: 22 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 100 Reservations granted: 96 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5176 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5840 Total stationary ticks: 79934 Seat-event requests: 216 Failed seat-event starts: 0 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 317 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 0 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 317 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 220\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 07 | standardDataset=216/216 (100.00%) | topologyDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | topologyWorse=false | standardFamily=COMPLETE_CABIN | topologyFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 10 EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR ============================================================ Date/Time: 2026-07-16 13:40:56 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 8 Scenario seed: 2451708163553084058 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.05% Blocker-prone seat share (topology component): 64.86% Aisle-assignment balance: 95.75% OUTCOME ------- Status: SUCCESS Completed ticks: 943 Passengers seated: 259/259 Average waiting ticks: 421.84 Longest waiting passenger: P256->9F(LEFT) Longest waiting ticks: 901 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles10-13:occupied=3:anchor=P12:selected=P71:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2017 Maximum occupied tiles: 12 Seat events: 135 Single-blocker events: 41 Multiple-blocker events: 16 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 1933 Maximum occupied tiles: 14 Seat events: 124 Single-blocker events: 35 Multiple-blocker events: 9 Temporary aisle reoccupations: 53 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 90 Reservations granted: 90 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5174 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6489 Total stationary ticks: 113674 Seat-event requests: 273 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 652 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 652 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 272\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 10 EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR ============================================================ Date/Time: 2026-07-16 13:40:56 Experiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 8 Scenario seed: 2451708163553084058 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET Row-zone concentration (diagnostic control): 32.05% Blocker-prone seat share (topology component): 74.13% Aisle-assignment balance: 98.84% OUTCOME ------- Status: SUCCESS Completed ticks: 924 Passengers seated: 259/259 Average waiting ticks: 421.65 Longest waiting passenger: P258->21C(LEFT) Longest waiting ticks: 872 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1881 Maximum occupied tiles: 13 Seat events: 131 Single-blocker events: 19 Multiple-blocker events: 3 Temporary aisle reoccupations: 25 RIGHT AISLE ----------- Total moves: 1984 Maximum occupied tiles: 14 Seat events: 128 Single-blocker events: 3 Multiple-blocker events: 2 Temporary aisle reoccupations: 7 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 81 Reservations granted: 81 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6356 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7144 Total stationary ticks: 114817 Seat-event requests: 259 Failed seat-event starts: 0 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 383 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 0 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 383 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 259\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 08 | standardDataset=259/259 (100.00%) | topologyDataset=259/259 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | topologyWorse=false | standardFamily=COMPLETE_CABIN | topologyFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 10 EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR ============================================================ Date/Time: 2026-07-16 13:40:56 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 9 Scenario seed: 7260830704529197968 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 35.42% Blocker-prone seat share (topology component): 75.52% Aisle-assignment balance: 89.58% OUTCOME ------- Status: SUCCESS Completed ticks: 754 Passengers seated: 192/192 Average waiting ticks: 315.99 Longest waiting passenger: P145->3H(RIGHT) Longest waiting ticks: 702 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P60:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 10 Regions dissolved: 1 Repeated reconstructions avoided: 10 Largest region lifetime: 11 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=11 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1277 Maximum occupied tiles: 12 Seat events: 86 Single-blocker events: 13 Multiple-blocker events: 6 Temporary aisle reoccupations: 26 RIGHT AISLE ----------- Total moves: 1496 Maximum occupied tiles: 11 Seat events: 106 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 105 Reservations granted: 102 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3411 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4220 Total stationary ticks: 63467 Seat-event requests: 203 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 413 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 413 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 205\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 10 EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR ============================================================ Date/Time: 2026-07-16 13:40:56 Experiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 9 Scenario seed: 7260830704529197968 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET Row-zone concentration (diagnostic control): 35.94% Blocker-prone seat share (topology component): 90.63% Aisle-assignment balance: 96.88% OUTCOME ------- Status: SUCCESS Completed ticks: 692 Passengers seated: 192/192 Average waiting ticks: 309.48 Longest waiting passenger: P158->7G(RIGHT) Longest waiting ticks: 668 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1236 Maximum occupied tiles: 12 Seat events: 93 Single-blocker events: 11 Multiple-blocker events: 0 Temporary aisle reoccupations: 11 RIGHT AISLE ----------- Total moves: 1485 Maximum occupied tiles: 13 Seat events: 99 Single-blocker events: 12 Multiple-blocker events: 0 Temporary aisle reoccupations: 12 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 77 Reservations granted: 76 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4647 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5257 Total stationary ticks: 63510 Seat-event requests: 192 Failed seat-event starts: 0 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 305 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 0 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 305 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 193\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 09 | standardDataset=192/192 (100.00%) | topologyDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | topologyWorse=false | standardFamily=COMPLETE_CABIN | topologyFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 10 EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR ============================================================ Date/Time: 2026-07-16 13:40:56 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 10 Scenario seed: -447105676847956095 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.36% Blocker-prone seat share (topology component): 59.65% Aisle-assignment balance: 96.49% OUTCOME ------- Status: SUCCESS Completed ticks: 1251 Passengers seated: 342/342 Average waiting ticks: 564.00 Longest waiting passenger: P179->11J(RIGHT) Longest waiting ticks: 1169 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 5 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 6 Selected release potential total: 9 Last cluster decision: RIGHT:tiles10-14:occupied=4:anchor=P314:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 91 Regions dissolved: 4 Repeated reconstructions avoided: 91 Largest region lifetime: 46 Maximum simultaneous active regions: 2 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=46 Confirmation deferral ticks: 5 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 4 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2926 Maximum occupied tiles: 12 Seat events: 165 Single-blocker events: 39 Multiple-blocker events: 30 Temporary aisle reoccupations: 103 RIGHT AISLE ----------- Total moves: 3031 Maximum occupied tiles: 15 Seat events: 177 Single-blocker events: 40 Multiple-blocker events: 31 Temporary aisle reoccupations: 107 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 163 Reservations granted: 162 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7775 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9654 Total stationary ticks: 199662 Seat-event requests: 376 Failed seat-event starts: 34 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 889 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 34 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 889 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 10\nOccupied-space rejections: 41\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 10 EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR ============================================================ Date/Time: 2026-07-16 13:40:56 Experiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 10 Scenario seed: -447105676847956095 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET Row-zone concentration (diagnostic control): 27.49% Blocker-prone seat share (topology component): 63.16% Aisle-assignment balance: 94.74% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2731 Passengers seated: 337/342 Average waiting ticks: 571.80 Longest waiting passenger: P296->34F(RIGHT) Longest waiting ticks: 2682 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 3 Cluster candidates evaluated: 3 Executable cluster candidates: 0 Rejected cluster candidates: 3 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 5 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1593 Regions dissolved: 0 Repeated reconstructions avoided: 1593 Largest region lifetime: 1594 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1594:occupied=5 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1530 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2747 Maximum occupied tiles: 15 Seat events: 162 Single-blocker events: 28 Multiple-blocker events: 3 Temporary aisle reoccupations: 34 RIGHT AISLE ----------- Total moves: 3146 Maximum occupied tiles: 15 Seat events: 175 Single-blocker events: 36 Multiple-blocker events: 1 Temporary aisle reoccupations: 38 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1672 Reservations granted: 1667 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 9448 Longest unresolved passenger ID: 293 Longest unresolved row: 36 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P300(33F/RIGHT) -> P299(35H/RIGHT) -> P296(34F/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 300 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 18508 Total stationary ticks: 208796 Seat-event requests: 1872 Failed seat-event starts: 1535 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 296 Critical blocker identity: P296->34F(RIGHT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P296(34F/RIGHT/WAITING_FOR_SEAT_EVENT) P299(35H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P300(33F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1535 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 35 Critical blocker unavailable yield tiles: 35 Critical blocker yield-tile occupants: 293 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1535 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 603 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[293]: P293(36H/RIGHT/MOVING_IN_AISLE@tile35) -> P298(36F/RIGHT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P298->36F(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P293{seat=36H,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=35,directBlocker=298,lastMoveTick=1129,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 35 Current unavailable yield tiles: 35 Current yield-tile occupants: 293 Final row-event chain: 296|293|298 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1878\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 1536\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 10 | standardDataset=342/342 (100.00%) | topologyDataset=337/342 (98.54%) | seatedDelta=-5 | completionDelta=-1.46% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | topologyWorse=true | standardFamily=COMPLETE_CABIN | topologyFamily=MOVING_PASSENGER_YIELD_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 10 EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR ============================================================ Date/Time: 2026-07-16 13:40:56 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 11 Scenario seed: 3638877016897499986 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 29.57% Blocker-prone seat share (topology component): 66.96% Aisle-assignment balance: 99.13% OUTCOME ------- Status: SUCCESS Completed ticks: 804 Passengers seated: 230/230 Average waiting ticks: 370.66 Longest waiting passenger: P111->9B(LEFT) Longest waiting ticks: 763 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1700 Maximum occupied tiles: 11 Seat events: 116 Single-blocker events: 28 Multiple-blocker events: 8 Temporary aisle reoccupations: 44 RIGHT AISLE ----------- Total moves: 1814 Maximum occupied tiles: 13 Seat events: 114 Single-blocker events: 38 Multiple-blocker events: 7 Temporary aisle reoccupations: 52 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 78 Reservations granted: 78 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4669 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5600 Total stationary ticks: 89203 Seat-event requests: 235 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 461 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 461 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 235\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 10 EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR ============================================================ Date/Time: 2026-07-16 13:40:56 Experiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 11 Scenario seed: 3638877016897499986 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET Row-zone concentration (diagnostic control): 32.61% Blocker-prone seat share (topology component): 83.48% Aisle-assignment balance: 94.78% OUTCOME ------- Status: SUCCESS Completed ticks: 859 Passengers seated: 230/230 Average waiting ticks: 371.39 Longest waiting passenger: P206->20B(LEFT) Longest waiting ticks: 778 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1744 Maximum occupied tiles: 13 Seat events: 121 Single-blocker events: 15 Multiple-blocker events: 3 Temporary aisle reoccupations: 21 RIGHT AISLE ----------- Total moves: 1761 Maximum occupied tiles: 14 Seat events: 109 Single-blocker events: 2 Multiple-blocker events: 2 Temporary aisle reoccupations: 6 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 77 Reservations granted: 77 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5991 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6717 Total stationary ticks: 90747 Seat-event requests: 230 Failed seat-event starts: 0 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 363 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 0 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 363 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 230\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 11 | standardDataset=230/230 (100.00%) | topologyDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | topologyWorse=false | standardFamily=COMPLETE_CABIN | topologyFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 10 EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR ============================================================ Date/Time: 2026-07-16 13:40:56 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 12 Scenario seed: -8976697486543855838 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 36.46% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 705 Passengers seated: 192/192 Average waiting ticks: 319.16 Longest waiting passenger: P84->11G(RIGHT) Longest waiting ticks: 676 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: LEFT:tiles9-11:occupied=3:anchor=P136:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 40 Regions dissolved: 2 Repeated reconstructions avoided: 40 Largest region lifetime: 31 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=11 Confirmation deferral ticks: 3 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1421 Maximum occupied tiles: 12 Seat events: 96 Single-blocker events: 23 Multiple-blocker events: 7 Temporary aisle reoccupations: 40 RIGHT AISLE ----------- Total moves: 1396 Maximum occupied tiles: 11 Seat events: 96 Single-blocker events: 19 Multiple-blocker events: 6 Temporary aisle reoccupations: 31 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 100 Reservations granted: 100 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3355 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4022 Total stationary ticks: 63983 Seat-event requests: 201 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 348 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 348 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 199\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 5\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 10 EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR ============================================================ Date/Time: 2026-07-16 13:40:56 Experiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 12 Scenario seed: -8976697486543855838 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET Row-zone concentration (diagnostic control): 36.46% Blocker-prone seat share (topology component): 90.63% Aisle-assignment balance: 96.88% OUTCOME ------- Status: SUCCESS Completed ticks: 704 Passengers seated: 192/192 Average waiting ticks: 313.45 Longest waiting passenger: P149->9F(RIGHT) Longest waiting ticks: 678 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1310 Maximum occupied tiles: 12 Seat events: 93 Single-blocker events: 12 Multiple-blocker events: 0 Temporary aisle reoccupations: 12 RIGHT AISLE ----------- Total moves: 1485 Maximum occupied tiles: 13 Seat events: 99 Single-blocker events: 10 Multiple-blocker events: 0 Temporary aisle reoccupations: 10 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 75 Reservations granted: 75 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4683 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5169 Total stationary ticks: 64264 Seat-event requests: 192 Failed seat-event starts: 0 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 247 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 0 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 247 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 192\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 12 | standardDataset=192/192 (100.00%) | topologyDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | topologyWorse=false | standardFamily=COMPLETE_CABIN | topologyFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 10 EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR ============================================================ Date/Time: 2026-07-16 13:40:56 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 13 Scenario seed: 1058713798284952297 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.12% Blocker-prone seat share (topology component): 61.11% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 1097 Passengers seated: 306/306 Average waiting ticks: 507.68 Longest waiting passenger: P240->4A(LEFT) Longest waiting ticks: 1037 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2758 Maximum occupied tiles: 12 Seat events: 153 Single-blocker events: 44 Multiple-blocker events: 15 Temporary aisle reoccupations: 74 RIGHT AISLE ----------- Total moves: 2622 Maximum occupied tiles: 14 Seat events: 153 Single-blocker events: 37 Multiple-blocker events: 23 Temporary aisle reoccupations: 87 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 132 Reservations granted: 132 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6586 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7836 Total stationary ticks: 160799 Seat-event requests: 318 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 715 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 715 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 318\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 10 EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR ============================================================ Date/Time: 2026-07-16 13:40:56 Experiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 13 Scenario seed: 1058713798284952297 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET Row-zone concentration (diagnostic control): 28.76% Blocker-prone seat share (topology component): 70.59% Aisle-assignment balance: 90.20% OUTCOME ------- Status: SUCCESS Completed ticks: 1186 Passengers seated: 306/306 Average waiting ticks: 510.41 Longest waiting passenger: P280->16F(RIGHT) Longest waiting ticks: 1146 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2250 Maximum occupied tiles: 12 Seat events: 138 Single-blocker events: 17 Multiple-blocker events: 3 Temporary aisle reoccupations: 23 RIGHT AISLE ----------- Total moves: 2997 Maximum occupied tiles: 15 Seat events: 168 Single-blocker events: 32 Multiple-blocker events: 1 Temporary aisle reoccupations: 34 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 122 Reservations granted: 119 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8389 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9294 Total stationary ticks: 163617 Seat-event requests: 307 Failed seat-event starts: 1 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 461 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 461 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 310\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 2\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 13 | standardDataset=306/306 (100.00%) | topologyDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | topologyWorse=false | standardFamily=COMPLETE_CABIN | topologyFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 10 EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR ============================================================ Date/Time: 2026-07-16 13:40:56 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 14 Scenario seed: -2382699513390452918 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 824 Passengers seated: 235/235 Average waiting ticks: 380.83 Longest waiting passenger: P179->6D(RIGHT) Longest waiting ticks: 806 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 7 Selected release potential total: 6 Last cluster decision: LEFT:tiles9-14:occupied=6:anchor=P163:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 31 Regions dissolved: 1 Repeated reconstructions avoided: 31 Largest region lifetime: 32 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=32 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1734 Maximum occupied tiles: 13 Seat events: 116 Single-blocker events: 33 Multiple-blocker events: 9 Temporary aisle reoccupations: 53 RIGHT AISLE ----------- Total moves: 1702 Maximum occupied tiles: 14 Seat events: 119 Single-blocker events: 32 Multiple-blocker events: 13 Temporary aisle reoccupations: 60 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 130 Reservations granted: 130 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4717 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5966 Total stationary ticks: 93608 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 576 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 576 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 10 EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR ============================================================ Date/Time: 2026-07-16 13:40:56 Experiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 14 Scenario seed: -2382699513390452918 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 76.60% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 841 Passengers seated: 235/235 Average waiting ticks: 381.15 Longest waiting passenger: P220->8E(RIGHT) Longest waiting ticks: 806 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1632 Maximum occupied tiles: 14 Seat events: 115 Single-blocker events: 27 Multiple-blocker events: 0 Temporary aisle reoccupations: 27 RIGHT AISLE ----------- Total moves: 1740 Maximum occupied tiles: 13 Seat events: 120 Single-blocker events: 33 Multiple-blocker events: 0 Temporary aisle reoccupations: 33 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 117 Reservations granted: 116 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5743 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6490 Total stationary ticks: 94601 Seat-event requests: 236 Failed seat-event starts: 1 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 354 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 354 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 237\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 1\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 14 | standardDataset=235/235 (100.00%) | topologyDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | topologyWorse=false | standardFamily=COMPLETE_CABIN | topologyFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 10 EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR ============================================================ Date/Time: 2026-07-16 13:40:56 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 15 Scenario seed: 7910158282638001386 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.66% Blocker-prone seat share (topology component): 66.41% Aisle-assignment balance: 94.98% OUTCOME ------- Status: SUCCESS Completed ticks: 956 Passengers seated: 259/259 Average waiting ticks: 429.30 Longest waiting passenger: P57->12B(LEFT) Longest waiting ticks: 922 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2045 Maximum occupied tiles: 13 Seat events: 136 Single-blocker events: 37 Multiple-blocker events: 14 Temporary aisle reoccupations: 65 RIGHT AISLE ----------- Total moves: 1932 Maximum occupied tiles: 12 Seat events: 123 Single-blocker events: 32 Multiple-blocker events: 10 Temporary aisle reoccupations: 52 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 88 Reservations granted: 86 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5119 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6204 Total stationary ticks: 115474 Seat-event requests: 266 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 557 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 557 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 268\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 10 EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR ============================================================ Date/Time: 2026-07-16 13:40:56 Experiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 15 Scenario seed: 7910158282638001386 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET Row-zone concentration (diagnostic control): 31.66% Blocker-prone seat share (topology component): 74.13% Aisle-assignment balance: 98.84% OUTCOME ------- Status: SUCCESS Completed ticks: 936 Passengers seated: 259/259 Average waiting ticks: 425.62 Longest waiting passenger: P258->25C(LEFT) Longest waiting ticks: 876 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1881 Maximum occupied tiles: 12 Seat events: 131 Single-blocker events: 21 Multiple-blocker events: 1 Temporary aisle reoccupations: 23 RIGHT AISLE ----------- Total moves: 1984 Maximum occupied tiles: 13 Seat events: 128 Single-blocker events: 2 Multiple-blocker events: 1 Temporary aisle reoccupations: 4 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 82 Reservations granted: 82 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6217 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7075 Total stationary ticks: 115755 Seat-event requests: 259 Failed seat-event starts: 0 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 410 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 0 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 410 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 259\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 15 | standardDataset=259/259 (100.00%) | topologyDataset=259/259 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | topologyWorse=false | standardFamily=COMPLETE_CABIN | topologyFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 10 EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR ============================================================ Date/Time: 2026-07-16 13:40:56 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 16 Scenario seed: 7835976452476775241 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.04% Blocker-prone seat share (topology component): 66.52% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 837 Passengers seated: 230/230 Average waiting ticks: 384.82 Longest waiting passenger: P49->16A(LEFT) Longest waiting ticks: 780 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles16-18:occupied=3:anchor=P49:selected=P151:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1782 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 28 Multiple-blocker events: 8 Temporary aisle reoccupations: 44 RIGHT AISLE ----------- Total moves: 1724 Maximum occupied tiles: 10 Seat events: 115 Single-blocker events: 33 Multiple-blocker events: 9 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 79 Reservations granted: 79 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4064 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4973 Total stationary ticks: 91828 Seat-event requests: 239 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 468 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 468 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 238\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 10 EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR ============================================================ Date/Time: 2026-07-16 13:40:56 Experiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 16 Scenario seed: 7835976452476775241 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET Row-zone concentration (diagnostic control): 32.61% Blocker-prone seat share (topology component): 83.48% Aisle-assignment balance: 94.78% OUTCOME ------- Status: SUCCESS Completed ticks: 874 Passengers seated: 230/230 Average waiting ticks: 380.08 Longest waiting passenger: P208->27D(LEFT) Longest waiting ticks: 799 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1732 Maximum occupied tiles: 13 Seat events: 121 Single-blocker events: 15 Multiple-blocker events: 2 Temporary aisle reoccupations: 19 RIGHT AISLE ----------- Total moves: 1761 Maximum occupied tiles: 14 Seat events: 109 Single-blocker events: 2 Multiple-blocker events: 2 Temporary aisle reoccupations: 6 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 76 Reservations granted: 76 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5698 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6367 Total stationary ticks: 92461 Seat-event requests: 230 Failed seat-event starts: 0 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 313 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 0 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 313 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 230\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 16 | standardDataset=230/230 (100.00%) | topologyDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | topologyWorse=false | standardFamily=COMPLETE_CABIN | topologyFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 10 EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR ============================================================ Date/Time: 2026-07-16 13:40:57 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 17 Scenario seed: -5603982636816805098 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.77% Blocker-prone seat share (topology component): 74.12% Aisle-assignment balance: 96.49% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2329 Passengers seated: 226/228 Average waiting ticks: 384.43 Longest waiting passenger: P22->29F(LEFT) Longest waiting ticks: 2256 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 24 Regions dissolved: 2 Repeated reconstructions avoided: 24 Largest region lifetime: 17 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=17 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1590 Maximum occupied tiles: 12 Seat events: 116 Single-blocker events: 23 Multiple-blocker events: 10 Temporary aisle reoccupations: 46 RIGHT AISLE ----------- Total moves: 1694 Maximum occupied tiles: 13 Seat events: 110 Single-blocker events: 28 Multiple-blocker events: 7 Temporary aisle reoccupations: 44 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1648 Reservations granted: 1639 Reservations denied/waited: 9 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3986 Longest unresolved passenger ID: 47 Longest unresolved row: 29 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P47(29B/LEFT) -> P22(29F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 47 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 8174 Total stationary ticks: 92549 Seat-event requests: 1757 Failed seat-event starts: 1531 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 22 Critical blocker identity: P22->29F(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P22(29F/LEFT/WAITING_FOR_SEAT_EVENT) P47(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1519 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 3 Critical blocker required yield tiles: 30|31|32 Critical blocker unavailable yield tiles: 31|32 Critical blocker yield-tile occupants: -1|-1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 12 Rear-boundary failures: 1519 Middle-bank reservation failures: 9 Active-event deferrals: 553 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 30|31|32 Current unavailable yield tiles: 31|32 Current yield-tile occupants: -1|-1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 7\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 10 EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR ============================================================ Date/Time: 2026-07-16 13:40:57 Experiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 17 Scenario seed: -5603982636816805098 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET Row-zone concentration (diagnostic control): 33.77% Blocker-prone seat share (topology component): 78.95% Aisle-assignment balance: 94.74% OUTCOME ------- Status: SUCCESS Completed ticks: 852 Passengers seated: 228/228 Average waiting ticks: 374.41 Longest waiting passenger: P216->11E(RIGHT) Longest waiting ticks: 812 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1522 Maximum occupied tiles: 11 Seat events: 108 Single-blocker events: 20 Multiple-blocker events: 0 Temporary aisle reoccupations: 20 RIGHT AISLE ----------- Total moves: 1740 Maximum occupied tiles: 14 Seat events: 120 Single-blocker events: 31 Multiple-blocker events: 0 Temporary aisle reoccupations: 31 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 108 Reservations granted: 108 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5324 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5945 Total stationary ticks: 89955 Seat-event requests: 228 Failed seat-event starts: 0 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 300 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 0 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 300 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 228\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 17 | standardDataset=226/228 (99.12%) | topologyDataset=228/228 (100.00%) | seatedDelta=+2 | completionDelta=+0.88% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=true | topologyWorse=false | standardFamily=REAR_BOUNDARY_LOCK | topologyFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 10 EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR ============================================================ Date/Time: 2026-07-16 13:40:57 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 18 Scenario seed: -29016899169270240 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1018 Passengers seated: 282/282 Average waiting ticks: 460.86 Longest waiting passenger: P39->31A(LEFT) Longest waiting ticks: 950 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2171 Maximum occupied tiles: 11 Seat events: 144 Single-blocker events: 41 Multiple-blocker events: 12 Temporary aisle reoccupations: 65 RIGHT AISLE ----------- Total moves: 2188 Maximum occupied tiles: 11 Seat events: 138 Single-blocker events: 39 Multiple-blocker events: 20 Temporary aisle reoccupations: 79 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 101 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5629 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7092 Total stationary ticks: 134758 Seat-event requests: 293 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 749 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 749 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 293\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 10 EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR ============================================================ Date/Time: 2026-07-16 13:40:57 Experiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 18 Scenario seed: -29016899169270240 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 68.09% Aisle-assignment balance: 90.78% OUTCOME ------- Status: SUCCESS Completed ticks: 1088 Passengers seated: 282/282 Average waiting ticks: 465.68 Longest waiting passenger: P265->29E(LEFT) Longest waiting ticks: 1020 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2343 Maximum occupied tiles: 12 Seat events: 154 Single-blocker events: 31 Multiple-blocker events: 1 Temporary aisle reoccupations: 33 RIGHT AISLE ----------- Total moves: 1984 Maximum occupied tiles: 14 Seat events: 128 Single-blocker events: 2 Multiple-blocker events: 2 Temporary aisle reoccupations: 6 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 92 Reservations granted: 92 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6864 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7865 Total stationary ticks: 137415 Seat-event requests: 282 Failed seat-event starts: 0 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 499 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 0 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 499 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 282\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 18 | standardDataset=282/282 (100.00%) | topologyDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | topologyWorse=false | standardFamily=COMPLETE_CABIN | topologyFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 10 EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR ============================================================ Date/Time: 2026-07-16 13:40:57 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 19 Scenario seed: -1022932693840430131 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.20% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 99.72% OUTCOME ------- Status: SUCCESS Completed ticks: 1270 Passengers seated: 353/353 Average waiting ticks: 595.20 Longest waiting passenger: P228->31D(RIGHT) Longest waiting ticks: 1217 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 5 Clusters detected: 5 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: RIGHT:region=R5:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 5 Region updates: 107 Regions dissolved: 5 Repeated reconstructions avoided: 107 Largest region lifetime: 32 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R5:lifetime=8 Confirmation deferral ticks: 7 Regions reaching confirmation: 2 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3031 Maximum occupied tiles: 15 Seat events: 176 Single-blocker events: 50 Multiple-blocker events: 27 Temporary aisle reoccupations: 110 RIGHT AISLE ----------- Total moves: 3177 Maximum occupied tiles: 13 Seat events: 177 Single-blocker events: 51 Multiple-blocker events: 34 Temporary aisle reoccupations: 129 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 160 Reservations granted: 158 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7492 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9457 Total stationary ticks: 216460 Seat-event requests: 384 Failed seat-event starts: 31 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 994 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 31 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 994 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 11\nOccupied-space rejections: 37\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 10 EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR ============================================================ Date/Time: 2026-07-16 13:40:57 Experiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 19 Scenario seed: -1022932693840430131 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET Row-zone concentration (diagnostic control): 28.33% Blocker-prone seat share (topology component): 61.19% Aisle-assignment balance: 98.02% OUTCOME ------- Status: SUCCESS Completed ticks: 1270 Passengers seated: 353/353 Average waiting ticks: 584.98 Longest waiting passenger: P292->11H(RIGHT) Longest waiting ticks: 1236 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2964 Maximum occupied tiles: 14 Seat events: 173 Single-blocker events: 35 Multiple-blocker events: 1 Temporary aisle reoccupations: 37 RIGHT AISLE ----------- Total moves: 3150 Maximum occupied tiles: 16 Seat events: 180 Single-blocker events: 38 Multiple-blocker events: 2 Temporary aisle reoccupations: 42 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 142 Reservations granted: 141 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 9617 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 10747 Total stationary ticks: 215035 Seat-event requests: 353 Failed seat-event starts: 0 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 559 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 0 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 559 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 354\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 19 | standardDataset=353/353 (100.00%) | topologyDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | topologyWorse=false | standardFamily=COMPLETE_CABIN | topologyFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 10 EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR ============================================================ Date/Time: 2026-07-16 13:40:57 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 20 Scenario seed: 7778104721219760133 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.66% Blocker-prone seat share (topology component): 65.69% Aisle-assignment balance: 98.54% OUTCOME ------- Status: SUCCESS Completed ticks: 989 Passengers seated: 274/274 Average waiting ticks: 448.40 Longest waiting passenger: P182->28I(RIGHT) Longest waiting ticks: 944 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2133 Maximum occupied tiles: 13 Seat events: 135 Single-blocker events: 28 Multiple-blocker events: 11 Temporary aisle reoccupations: 50 RIGHT AISLE ----------- Total moves: 2076 Maximum occupied tiles: 12 Seat events: 139 Single-blocker events: 35 Multiple-blocker events: 18 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 92 Reservations granted: 92 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5548 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6972 Total stationary ticks: 127697 Seat-event requests: 284 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 677 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 677 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 284\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 10 EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR ============================================================ Date/Time: 2026-07-16 13:40:57 Experiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 20 Scenario seed: 7778104721219760133 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET Row-zone concentration (diagnostic control): 32.48% Blocker-prone seat share (topology component): 70.07% Aisle-assignment balance: 93.43% OUTCOME ------- Status: SUCCESS Completed ticks: 1026 Passengers seated: 274/274 Average waiting ticks: 447.99 Longest waiting passenger: P266->22C(LEFT) Longest waiting ticks: 953 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2212 Maximum occupied tiles: 14 Seat events: 146 Single-blocker events: 27 Multiple-blocker events: 3 Temporary aisle reoccupations: 33 RIGHT AISLE ----------- Total moves: 1984 Maximum occupied tiles: 14 Seat events: 128 Single-blocker events: 2 Multiple-blocker events: 2 Temporary aisle reoccupations: 6 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 89 Reservations granted: 89 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7124 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8048 Total stationary ticks: 129163 Seat-event requests: 274 Failed seat-event starts: 0 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 407 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 0 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 407 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 274\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 20 | standardDataset=274/274 (100.00%) | topologyDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | topologyWorse=false | standardFamily=COMPLETE_CABIN | topologyFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 10 EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR ============================================================ Date/Time: 2026-07-16 13:40:57 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 21 Scenario seed: -6050252773158139437 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.90% Blocker-prone seat share (topology component): 75.52% Aisle-assignment balance: 98.96% OUTCOME ------- Status: SUCCESS Completed ticks: 686 Passengers seated: 192/192 Average waiting ticks: 311.75 Longest waiting passenger: P131->5H(RIGHT) Longest waiting ticks: 644 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1430 Maximum occupied tiles: 11 Seat events: 95 Single-blocker events: 26 Multiple-blocker events: 4 Temporary aisle reoccupations: 34 RIGHT AISLE ----------- Total moves: 1368 Maximum occupied tiles: 11 Seat events: 97 Single-blocker events: 22 Multiple-blocker events: 5 Temporary aisle reoccupations: 32 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 97 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3532 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4379 Total stationary ticks: 62831 Seat-event requests: 195 Failed seat-event starts: 3 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 442 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 3 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 442 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 195\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 10 EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR ============================================================ Date/Time: 2026-07-16 13:40:57 Experiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 21 Scenario seed: -6050252773158139437 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET Row-zone concentration (diagnostic control): 35.94% Blocker-prone seat share (topology component): 90.63% Aisle-assignment balance: 96.88% OUTCOME ------- Status: SUCCESS Completed ticks: 692 Passengers seated: 192/192 Average waiting ticks: 310.69 Longest waiting passenger: P148->8G(RIGHT) Longest waiting ticks: 674 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1270 Maximum occupied tiles: 10 Seat events: 93 Single-blocker events: 12 Multiple-blocker events: 0 Temporary aisle reoccupations: 12 RIGHT AISLE ----------- Total moves: 1485 Maximum occupied tiles: 13 Seat events: 99 Single-blocker events: 10 Multiple-blocker events: 0 Temporary aisle reoccupations: 10 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 75 Reservations granted: 75 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4394 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4883 Total stationary ticks: 63428 Seat-event requests: 192 Failed seat-event starts: 0 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 263 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 0 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 263 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 192\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 21 | standardDataset=192/192 (100.00%) | topologyDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | topologyWorse=false | standardFamily=COMPLETE_CABIN | topologyFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 10 EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR ============================================================ Date/Time: 2026-07-16 13:40:57 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 22 Scenario seed: -7549248447377455043 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.43% Blocker-prone seat share (topology component): 60.46% Aisle-assignment balance: 98.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1115 Passengers seated: 306/306 Average waiting ticks: 511.00 Longest waiting passenger: P126->23H(RIGHT) Longest waiting ticks: 1059 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: LEFT:tiles22-26:occupied=4:anchor=P169:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 16 Regions dissolved: 1 Repeated reconstructions avoided: 16 Largest region lifetime: 17 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=17 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2720 Maximum occupied tiles: 13 Seat events: 150 Single-blocker events: 49 Multiple-blocker events: 12 Temporary aisle reoccupations: 74 RIGHT AISLE ----------- Total moves: 2575 Maximum occupied tiles: 12 Seat events: 156 Single-blocker events: 35 Multiple-blocker events: 19 Temporary aisle reoccupations: 77 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 128 Reservations granted: 128 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6519 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8050 Total stationary ticks: 161843 Seat-event requests: 321 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 882 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 882 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 320\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 10 EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR ============================================================ Date/Time: 2026-07-16 13:40:57 Experiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 22 Scenario seed: -7549248447377455043 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET Row-zone concentration (diagnostic control): 28.10% Blocker-prone seat share (topology component): 70.59% Aisle-assignment balance: 90.20% OUTCOME ------- Status: SUCCESS Completed ticks: 1173 Passengers seated: 306/306 Average waiting ticks: 507.25 Longest waiting passenger: P298->13H(RIGHT) Longest waiting ticks: 1144 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2250 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 17 Multiple-blocker events: 2 Temporary aisle reoccupations: 21 RIGHT AISLE ----------- Total moves: 2935 Maximum occupied tiles: 15 Seat events: 168 Single-blocker events: 31 Multiple-blocker events: 2 Temporary aisle reoccupations: 35 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 116 Reservations granted: 115 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8721 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9664 Total stationary ticks: 163083 Seat-event requests: 306 Failed seat-event starts: 0 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 404 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 0 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 404 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 307\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 22 | standardDataset=306/306 (100.00%) | topologyDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | topologyWorse=false | standardFamily=COMPLETE_CABIN | topologyFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 10 EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR ============================================================ Date/Time: 2026-07-16 13:40:57 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 23 Scenario seed: 4519082988640820556 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.77% Blocker-prone seat share (topology component): 75.44% Aisle-assignment balance: 96.49% OUTCOME ------- Status: SUCCESS Completed ticks: 825 Passengers seated: 228/228 Average waiting ticks: 367.85 Longest waiting passenger: P154->11C(RIGHT) Longest waiting ticks: 787 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1559 Maximum occupied tiles: 14 Seat events: 110 Single-blocker events: 28 Multiple-blocker events: 14 Temporary aisle reoccupations: 59 RIGHT AISLE ----------- Total moves: 1754 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 29 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 123 Reservations granted: 123 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4498 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5596 Total stationary ticks: 87691 Seat-event requests: 238 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 544 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 544 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 238\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 10 EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR ============================================================ Date/Time: 2026-07-16 13:40:57 Experiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 23 Scenario seed: 4519082988640820556 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET Row-zone concentration (diagnostic control): 33.77% Blocker-prone seat share (topology component): 78.95% Aisle-assignment balance: 94.74% OUTCOME ------- Status: SUCCESS Completed ticks: 837 Passengers seated: 228/228 Average waiting ticks: 369.42 Longest waiting passenger: P215->11E(RIGHT) Longest waiting ticks: 814 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1523 Maximum occupied tiles: 14 Seat events: 108 Single-blocker events: 21 Multiple-blocker events: 0 Temporary aisle reoccupations: 21 RIGHT AISLE ----------- Total moves: 1740 Maximum occupied tiles: 13 Seat events: 120 Single-blocker events: 32 Multiple-blocker events: 0 Temporary aisle reoccupations: 32 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 110 Reservations granted: 108 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5632 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6372 Total stationary ticks: 89168 Seat-event requests: 228 Failed seat-event starts: 0 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 357 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 0 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 357 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 230\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 23 | standardDataset=228/228 (100.00%) | topologyDataset=228/228 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | topologyWorse=false | standardFamily=COMPLETE_CABIN | topologyFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 10 EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR ============================================================ Date/Time: 2026-07-16 13:40:57 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 24 Scenario seed: 4297087376607226005 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.66% Blocker-prone seat share (topology component): 66.79% Aisle-assignment balance: 99.27% OUTCOME ------- Status: SUCCESS Completed ticks: 970 Passengers seated: 274/274 Average waiting ticks: 452.86 Longest waiting passenger: P54->10G(RIGHT) Longest waiting ticks: 925 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: RIGHT:tiles23-26:occupied=4:anchor=P246:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 22 Regions dissolved: 1 Repeated reconstructions avoided: 22 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=23 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2167 Maximum occupied tiles: 12 Seat events: 138 Single-blocker events: 39 Multiple-blocker events: 14 Temporary aisle reoccupations: 67 RIGHT AISLE ----------- Total moves: 2041 Maximum occupied tiles: 12 Seat events: 136 Single-blocker events: 37 Multiple-blocker events: 11 Temporary aisle reoccupations: 59 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 93 Reservations granted: 93 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5016 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6316 Total stationary ticks: 128215 Seat-event requests: 287 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 710 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 710 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 286\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 10 EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR ============================================================ Date/Time: 2026-07-16 13:40:57 Experiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 24 Scenario seed: 4297087376607226005 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET Row-zone concentration (diagnostic control): 31.02% Blocker-prone seat share (topology component): 70.07% Aisle-assignment balance: 93.43% OUTCOME ------- Status: SUCCESS Completed ticks: 1037 Passengers seated: 274/274 Average waiting ticks: 454.08 Longest waiting passenger: P256->22E(LEFT) Longest waiting ticks: 983 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2188 Maximum occupied tiles: 13 Seat events: 146 Single-blocker events: 27 Multiple-blocker events: 1 Temporary aisle reoccupations: 29 RIGHT AISLE ----------- Total moves: 1984 Maximum occupied tiles: 13 Seat events: 128 Single-blocker events: 2 Multiple-blocker events: 1 Temporary aisle reoccupations: 4 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 90 Reservations granted: 90 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6726 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7490 Total stationary ticks: 130322 Seat-event requests: 275 Failed seat-event starts: 1 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 378 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 378 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 275\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 1\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 24 | standardDataset=274/274 (100.00%) | topologyDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | topologyWorse=false | standardFamily=COMPLETE_CABIN | topologyFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 10 EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR ============================================================ Date/Time: 2026-07-16 13:40:57 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 25 Scenario seed: -1618752062860107760 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.39% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 90.20% OUTCOME ------- Status: SUCCESS Completed ticks: 797 Passengers seated: 204/204 Average waiting ticks: 336.86 Longest waiting passenger: P145->11G(RIGHT) Longest waiting ticks: 754 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 7 Regions dissolved: 1 Repeated reconstructions avoided: 7 Largest region lifetime: 8 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=8 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1366 Maximum occupied tiles: 11 Seat events: 92 Single-blocker events: 18 Multiple-blocker events: 3 Temporary aisle reoccupations: 24 RIGHT AISLE ----------- Total moves: 1550 Maximum occupied tiles: 14 Seat events: 112 Single-blocker events: 34 Multiple-blocker events: 14 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 110 Reservations granted: 108 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3670 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4541 Total stationary ticks: 71737 Seat-event requests: 212 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 442 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 442 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 214\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 2\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 10 EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR ============================================================ Date/Time: 2026-07-16 13:40:57 Experiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 25 Scenario seed: -1618752062860107760 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET Row-zone concentration (diagnostic control): 34.31% Blocker-prone seat share (topology component): 88.24% Aisle-assignment balance: 99.02% OUTCOME ------- Status: SUCCESS Completed ticks: 718 Passengers seated: 204/204 Average waiting ticks: 330.24 Longest waiting passenger: P164->3G(RIGHT) Longest waiting ticks: 693 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1415 Maximum occupied tiles: 11 Seat events: 101 Single-blocker events: 13 Multiple-blocker events: 0 Temporary aisle reoccupations: 13 RIGHT AISLE ----------- Total moves: 1565 Maximum occupied tiles: 12 Seat events: 103 Single-blocker events: 15 Multiple-blocker events: 0 Temporary aisle reoccupations: 15 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 85 Reservations granted: 84 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4860 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5532 Total stationary ticks: 71606 Seat-event requests: 204 Failed seat-event starts: 0 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 368 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 0 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 368 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 205\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 25 | standardDataset=204/204 (100.00%) | topologyDataset=204/204 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | topologyWorse=false | standardFamily=COMPLETE_CABIN | topologyFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 10 EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR ============================================================ Date/Time: 2026-07-16 13:40:57 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 26 Scenario seed: 7637717698422060553 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.07% Blocker-prone seat share (topology component): 59.36% Aisle-assignment balance: 94.15% OUTCOME ------- Status: SUCCESS Completed ticks: 1276 Passengers seated: 342/342 Average waiting ticks: 566.26 Longest waiting passenger: P248->26A(LEFT) Longest waiting ticks: 1229 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 4 Largest detected cluster: 4 Selected release potential total: 5 Last cluster decision: LEFT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 48 Regions dissolved: 3 Repeated reconstructions avoided: 48 Largest region lifetime: 31 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=31 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3173 Maximum occupied tiles: 15 Seat events: 181 Single-blocker events: 46 Multiple-blocker events: 25 Temporary aisle reoccupations: 103 RIGHT AISLE ----------- Total moves: 2795 Maximum occupied tiles: 13 Seat events: 161 Single-blocker events: 49 Multiple-blocker events: 23 Temporary aisle reoccupations: 98 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 161 Reservations granted: 161 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7578 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9483 Total stationary ticks: 200246 Seat-event requests: 371 Failed seat-event starts: 29 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 924 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 29 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 924 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 369\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 9\nOccupied-space rejections: 37\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 10 EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR ============================================================ Date/Time: 2026-07-16 13:40:57 Experiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 26 Scenario seed: 7637717698422060553 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET Row-zone concentration (diagnostic control): 28.07% Blocker-prone seat share (topology component): 63.16% Aisle-assignment balance: 94.74% OUTCOME ------- Status: SUCCESS Completed ticks: 1258 Passengers seated: 342/342 Average waiting ticks: 563.64 Longest waiting passenger: P316->15F(RIGHT) Longest waiting ticks: 1214 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2766 Maximum occupied tiles: 13 Seat events: 162 Single-blocker events: 30 Multiple-blocker events: 2 Temporary aisle reoccupations: 34 RIGHT AISLE ----------- Total moves: 3150 Maximum occupied tiles: 15 Seat events: 180 Single-blocker events: 38 Multiple-blocker events: 1 Temporary aisle reoccupations: 40 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 135 Reservations granted: 135 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 9439 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 10517 Total stationary ticks: 201157 Seat-event requests: 342 Failed seat-event starts: 0 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 534 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 0 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 534 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 342\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 1\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 26 | standardDataset=342/342 (100.00%) | topologyDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | topologyWorse=false | standardFamily=COMPLETE_CABIN | topologyFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 10 EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR ============================================================ Date/Time: 2026-07-16 13:40:57 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 27 Scenario seed: 7038436515696686281 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 75.46% Aisle-assignment balance: 97.22% OUTCOME ------- Status: SUCCESS Completed ticks: 784 Passengers seated: 216/216 Average waiting ticks: 348.83 Longest waiting passenger: P24->8D(LEFT) Longest waiting ticks: 747 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles11-13:occupied=3:anchor=P209:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 10 Regions dissolved: 1 Repeated reconstructions avoided: 10 Largest region lifetime: 11 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=11 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1681 Maximum occupied tiles: 14 Seat events: 111 Single-blocker events: 29 Multiple-blocker events: 17 Temporary aisle reoccupations: 67 RIGHT AISLE ----------- Total moves: 1464 Maximum occupied tiles: 11 Seat events: 105 Single-blocker events: 24 Multiple-blocker events: 8 Temporary aisle reoccupations: 42 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 123 Reservations granted: 120 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4157 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5218 Total stationary ticks: 78912 Seat-event requests: 228 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 475 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 475 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 230\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 10 EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR ============================================================ Date/Time: 2026-07-16 13:40:57 Experiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 27 Scenario seed: 7038436515696686281 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 83.33% Aisle-assignment balance: 97.22% OUTCOME ------- Status: SUCCESS Completed ticks: 795 Passengers seated: 216/216 Average waiting ticks: 347.98 Longest waiting passenger: P211->29E(RIGHT) Longest waiting ticks: 744 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1455 Maximum occupied tiles: 12 Seat events: 105 Single-blocker events: 16 Multiple-blocker events: 0 Temporary aisle reoccupations: 16 RIGHT AISLE ----------- Total moves: 1666 Maximum occupied tiles: 12 Seat events: 111 Single-blocker events: 23 Multiple-blocker events: 0 Temporary aisle reoccupations: 23 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 96 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5286 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6015 Total stationary ticks: 79833 Seat-event requests: 216 Failed seat-event starts: 0 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 348 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 0 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 348 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 216\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 27 | standardDataset=216/216 (100.00%) | topologyDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | topologyWorse=false | standardFamily=COMPLETE_CABIN | topologyFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 10 EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR ============================================================ Date/Time: 2026-07-16 13:40:57 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 28 Scenario seed: 3504961108606988885 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.66% Blocker-prone seat share (topology component): 66.06% Aisle-assignment balance: 96.35% OUTCOME ------- Status: SUCCESS Completed ticks: 1007 Passengers seated: 274/274 Average waiting ticks: 452.16 Longest waiting passenger: P162->5H(RIGHT) Longest waiting ticks: 957 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles22-24:occupied=3:anchor=P175:selected=P83:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 15 Regions dissolved: 1 Repeated reconstructions avoided: 15 Largest region lifetime: 16 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=16 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2061 Maximum occupied tiles: 13 Seat events: 132 Single-blocker events: 31 Multiple-blocker events: 15 Temporary aisle reoccupations: 61 RIGHT AISLE ----------- Total moves: 2167 Maximum occupied tiles: 14 Seat events: 142 Single-blocker events: 39 Multiple-blocker events: 13 Temporary aisle reoccupations: 65 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 94 Reservations granted: 93 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5286 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6678 Total stationary ticks: 128384 Seat-event requests: 287 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 693 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 693 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 287\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 10 EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR ============================================================ Date/Time: 2026-07-16 13:40:57 Experiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 28 Scenario seed: 3504961108606988885 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET Row-zone concentration (diagnostic control): 30.66% Blocker-prone seat share (topology component): 70.07% Aisle-assignment balance: 93.43% OUTCOME ------- Status: SUCCESS Completed ticks: 1046 Passengers seated: 274/274 Average waiting ticks: 452.86 Longest waiting passenger: P271->29E(LEFT) Longest waiting ticks: 985 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2229 Maximum occupied tiles: 14 Seat events: 146 Single-blocker events: 29 Multiple-blocker events: 2 Temporary aisle reoccupations: 33 RIGHT AISLE ----------- Total moves: 1984 Maximum occupied tiles: 13 Seat events: 128 Single-blocker events: 1 Multiple-blocker events: 2 Temporary aisle reoccupations: 5 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 93 Reservations granted: 89 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7077 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7957 Total stationary ticks: 130446 Seat-event requests: 274 Failed seat-event starts: 0 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 373 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 0 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 373 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 279\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 28 | standardDataset=274/274 (100.00%) | topologyDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | topologyWorse=false | standardFamily=COMPLETE_CABIN | topologyFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 10 EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR ============================================================ Date/Time: 2026-07-16 13:40:57 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 29 Scenario seed: 8058727884467314553 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.39% Blocker-prone seat share (topology component): 67.52% Aisle-assignment balance: 95.62% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2418 Passengers seated: 258/274 Average waiting ticks: 468.27 Longest waiting passenger: P89->18D(RIGHT) Longest waiting ticks: 2380 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 24 Cluster candidates evaluated: 47 Executable cluster candidates: 10 Rejected cluster candidates: 37 Cluster selections: 6 Cluster-selected events started: 6 Largest detected cluster: 16 Selected release potential total: 26 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1839 Regions dissolved: 2 Repeated reconstructions avoided: 1839 Largest region lifetime: 1771 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1771:occupied=16 Confirmation deferral ticks: 5 Regions reaching confirmation: 3 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1566 State changes reopening evaluation: 21 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2020 Maximum occupied tiles: 14 Seat events: 131 Single-blocker events: 43 Multiple-blocker events: 8 Temporary aisle reoccupations: 59 RIGHT AISLE ----------- Total moves: 2227 Maximum occupied tiles: 22 Seat events: 127 Single-blocker events: 40 Multiple-blocker events: 10 Temporary aisle reoccupations: 60 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1630 Reservations granted: 1627 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 12 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 19602 Longest unresolved passenger ID: 90 Longest unresolved row: 32 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 9 Longest dependency chain: P137(25E/RIGHT) -> P94(27G/RIGHT) -> P190(24F/RIGHT) -> P24(25I/RIGHT) -> P88(28D/RIGHT) -> P102(27F/RIGHT) -> P87(31H/RIGHT) -> P184(31D/RIGHT) -> P20(28I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 137 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 12 Total blocked ticks: 32482 Total stationary ticks: 151925 Seat-event requests: 1882 Failed seat-event starts: 1624 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 20 Critical blocker identity: P20->28I(RIGHT) Direct fan-out: 1 Total indirect descendants: 8 Critical tree size including blocker: 9 Critical tree depth: 9 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 16 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 7 Critical blocker tree: P20(28I/RIGHT/WAITING_FOR_SEAT_EVENT) P184(31D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P87(31H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P102(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P88(28D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P24(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P190(24F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P94(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P137(25E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1605 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 29|30 Critical blocker unavailable yield tiles: 29|30 Critical blocker yield-tile occupants: 13|153 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 3 Yield-tile occupied failures: 1605 Rear-boundary failures: 19 Middle-bank reservation failures: 3 Active-event deferrals: 1075 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 2 Trace length: 2 Yield-occupant trace: yieldOccupant[13]: P13(31G/RIGHT/MOVING_IN_AISLE@tile29) -> P153(30E/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[153]: P153(30E/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P153->30E(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P13{seat=31G,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=29,directBlocker=153,lastMoveTick=698,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P153{seat=30E,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=648,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 29|30 Current unavailable yield tiles: 29|30 Current yield-tile occupants: 13|153 Final row-event chain: 20|13|153 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 4 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1880\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 7\nOccupied-space rejections: 3201\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 10 EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR ============================================================ Date/Time: 2026-07-16 13:40:57 Experiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 29 Scenario seed: 8058727884467314553 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET Row-zone concentration (diagnostic control): 31.75% Blocker-prone seat share (topology component): 70.07% Aisle-assignment balance: 93.43% OUTCOME ------- Status: SUCCESS Completed ticks: 1030 Passengers seated: 274/274 Average waiting ticks: 449.69 Longest waiting passenger: P269->26E(LEFT) Longest waiting ticks: 972 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2188 Maximum occupied tiles: 13 Seat events: 146 Single-blocker events: 31 Multiple-blocker events: 1 Temporary aisle reoccupations: 33 RIGHT AISLE ----------- Total moves: 1984 Maximum occupied tiles: 14 Seat events: 128 Single-blocker events: 3 Multiple-blocker events: 2 Temporary aisle reoccupations: 7 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 91 Reservations granted: 91 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6758 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7684 Total stationary ticks: 129225 Seat-event requests: 274 Failed seat-event starts: 0 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 443 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 0 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 443 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 274\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 29 | standardDataset=258/274 (94.16%) | topologyDataset=274/274 (100.00%) | seatedDelta=+16 | completionDelta=+5.84% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=true | topologyWorse=false | standardFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL | topologyFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 10 EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR ============================================================ Date/Time: 2026-07-16 13:40:57 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 30 Scenario seed: 4796178364709272712 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 288 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.78% Blocker-prone seat share (topology component): 60.07% Aisle-assignment balance: 97.22% OUTCOME ------- Status: SUCCESS Completed ticks: 1073 Passengers seated: 288/288 Average waiting ticks: 486.26 Longest waiting passenger: P242->22A(LEFT) Longest waiting ticks: 1020 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles24-27:occupied=3:anchor=P272:selected=P258:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 13 Regions dissolved: 1 Repeated reconstructions avoided: 13 Largest region lifetime: 14 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=14 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2587 Maximum occupied tiles: 13 Seat events: 148 Single-blocker events: 40 Multiple-blocker events: 17 Temporary aisle reoccupations: 77 RIGHT AISLE ----------- Total moves: 2427 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 36 Multiple-blocker events: 18 Temporary aisle reoccupations: 73 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 124 Reservations granted: 120 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6089 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7510 Total stationary ticks: 145204 Seat-event requests: 303 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 751 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 751 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 306\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 10 EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR ============================================================ Date/Time: 2026-07-16 13:40:57 Experiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 30 Scenario seed: 4796178364709272712 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 288 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET Row-zone concentration (diagnostic control): 28.47% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 95.83% OUTCOME ------- Status: SUCCESS Completed ticks: 1061 Passengers seated: 288/288 Average waiting ticks: 479.35 Longest waiting passenger: P277->5H(RIGHT) Longest waiting ticks: 1025 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2250 Maximum occupied tiles: 12 Seat events: 138 Single-blocker events: 19 Multiple-blocker events: 1 Temporary aisle reoccupations: 21 RIGHT AISLE ----------- Total moves: 2764 Maximum occupied tiles: 15 Seat events: 150 Single-blocker events: 24 Multiple-blocker events: 2 Temporary aisle reoccupations: 28 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 110 Reservations granted: 109 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7907 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8839 Total stationary ticks: 145102 Seat-event requests: 289 Failed seat-event starts: 1 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 474 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 0 Rear-boundary failures: 1 Middle-bank reservation failures: 1 Active-event deferrals: 474 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 290\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 30 | standardDataset=288/288 (100.00%) | topologyDataset=288/288 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | topologyWorse=false | standardFamily=COMPLETE_CABIN | topologyFamily=COMPLETE_CABIN ************************************************************ BATCH EXPERIMENT SUMMARY RESEARCH EXPERIMENT 10 EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR ************************************************************ Experiment seed: 1783790101901 Scenarios executed: 60 Successful completions: 56 Incomplete/MAX_TICKS: 4 Average completed ticks: 1036.95 Average waiting ticks: 421.19 ************************************************************ ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 11 CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION ============================================================ Date/Time: 2026-07-16 15:00:15 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 1 Scenario seed: 7216130499227313205 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.39% Blocker-prone seat share (topology component): 66.79% Aisle-assignment balance: 98.54% OUTCOME ------- Status: SUCCESS Completed ticks: 990 Passengers seated: 274/274 Average waiting ticks: 450.42 Longest waiting passenger: P233->32A(LEFT) Longest waiting ticks: 921 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2125 Maximum occupied tiles: 12 Seat events: 139 Single-blocker events: 45 Multiple-blocker events: 13 Temporary aisle reoccupations: 71 RIGHT AISLE ----------- Total moves: 2075 Maximum occupied tiles: 11 Seat events: 135 Single-blocker events: 41 Multiple-blocker events: 8 Temporary aisle reoccupations: 57 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 98 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5198 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6411 Total stationary ticks: 127724 Seat-event requests: 284 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 632 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 632 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 289\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 11 CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION ============================================================ Date/Time: 2026-07-16 15:00:15 Experiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 1 Scenario seed: 7216130499227313205 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET Row-zone concentration (diagnostic control): 31.39% Blocker-prone seat share (topology component): 66.79% Aisle-assignment balance: 98.54% OUTCOME ------- Status: SUCCESS Completed ticks: 990 Passengers seated: 274/274 Average waiting ticks: 450.52 Longest waiting passenger: P233->32A(LEFT) Longest waiting ticks: 921 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2125 Maximum occupied tiles: 12 Seat events: 139 Single-blocker events: 45 Multiple-blocker events: 13 Temporary aisle reoccupations: 71 RIGHT AISLE ----------- Total moves: 2075 Maximum occupied tiles: 11 Seat events: 135 Single-blocker events: 41 Multiple-blocker events: 8 Temporary aisle reoccupations: 57 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 97 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5167 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6389 Total stationary ticks: 127719 Seat-event requests: 283 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 641 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 641 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 288\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 01 | standardDataset=274/274 (100.00%) | perturbationDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | perturbationWorse=false | standardFamily=COMPLETE_CABIN | perturbationFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 11 CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION ============================================================ Date/Time: 2026-07-16 15:00:15 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 2 Scenario seed: -5145057424286824451 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.48% Blocker-prone seat share (topology component): 73.61% Aisle-assignment balance: 94.44% OUTCOME ------- Status: SUCCESS Completed ticks: 799 Passengers seated: 216/216 Average waiting ticks: 351.06 Longest waiting passenger: P90->5C(LEFT) Longest waiting ticks: 749 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 31 Regions dissolved: 2 Repeated reconstructions avoided: 31 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1607 Maximum occupied tiles: 12 Seat events: 114 Single-blocker events: 32 Multiple-blocker events: 9 Temporary aisle reoccupations: 52 RIGHT AISLE ----------- Total moves: 1517 Maximum occupied tiles: 11 Seat events: 102 Single-blocker events: 19 Multiple-blocker events: 9 Temporary aisle reoccupations: 38 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 125 Reservations granted: 121 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3653 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4671 Total stationary ticks: 78797 Seat-event requests: 225 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 557 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 557 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 229\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 11 CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION ============================================================ Date/Time: 2026-07-16 15:00:15 Experiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 2 Scenario seed: -5145057424286824451 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET Row-zone concentration (diagnostic control): 31.48% Blocker-prone seat share (topology component): 73.61% Aisle-assignment balance: 94.44% OUTCOME ------- Status: SUCCESS Completed ticks: 799 Passengers seated: 216/216 Average waiting ticks: 351.20 Longest waiting passenger: P90->5C(LEFT) Longest waiting ticks: 749 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 36 Regions dissolved: 2 Repeated reconstructions avoided: 36 Largest region lifetime: 20 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1607 Maximum occupied tiles: 12 Seat events: 114 Single-blocker events: 32 Multiple-blocker events: 9 Temporary aisle reoccupations: 52 RIGHT AISLE ----------- Total moves: 1517 Maximum occupied tiles: 11 Seat events: 102 Single-blocker events: 19 Multiple-blocker events: 9 Temporary aisle reoccupations: 38 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 125 Reservations granted: 121 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3628 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4617 Total stationary ticks: 78783 Seat-event requests: 225 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 551 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 551 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 229\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 02 | standardDataset=216/216 (100.00%) | perturbationDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | perturbationWorse=false | standardFamily=COMPLETE_CABIN | perturbationFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 11 CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION ============================================================ Date/Time: 2026-07-16 15:00:15 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 3 Scenario seed: 3757159740356003327 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.65% Blocker-prone seat share (topology component): 60.53% Aisle-assignment balance: 98.83% OUTCOME ------- Status: SUCCESS Completed ticks: 1266 Passengers seated: 342/342 Average waiting ticks: 588.90 Longest waiting passenger: P156->23B(LEFT) Longest waiting ticks: 1212 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3072 Maximum occupied tiles: 14 Seat events: 173 Single-blocker events: 56 Multiple-blocker events: 25 Temporary aisle reoccupations: 111 RIGHT AISLE ----------- Total moves: 2968 Maximum occupied tiles: 12 Seat events: 169 Single-blocker events: 49 Multiple-blocker events: 22 Temporary aisle reoccupations: 96 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 147 Reservations granted: 143 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6815 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8177 Total stationary ticks: 206919 Seat-event requests: 351 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 758 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 758 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 355\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 7\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 11 CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION ============================================================ Date/Time: 2026-07-16 15:00:15 Experiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 3 Scenario seed: 3757159740356003327 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET Row-zone concentration (diagnostic control): 28.65% Blocker-prone seat share (topology component): 60.53% Aisle-assignment balance: 98.83% OUTCOME ------- Status: SUCCESS Completed ticks: 1259 Passengers seated: 342/342 Average waiting ticks: 585.01 Longest waiting passenger: P156->23B(LEFT) Longest waiting ticks: 1205 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 3 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: LEFT:tiles16-19:occupied=3:anchor=P50:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3072 Maximum occupied tiles: 14 Seat events: 173 Single-blocker events: 57 Multiple-blocker events: 25 Temporary aisle reoccupations: 112 RIGHT AISLE ----------- Total moves: 2968 Maximum occupied tiles: 12 Seat events: 169 Single-blocker events: 48 Multiple-blocker events: 23 Temporary aisle reoccupations: 97 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 149 Reservations granted: 148 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6887 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8411 Total stationary ticks: 205711 Seat-event requests: 356 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 840 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 840 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 356\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 7\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 03 | standardDataset=342/342 (100.00%) | perturbationDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | perturbationWorse=false | standardFamily=COMPLETE_CABIN | perturbationFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 11 CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION ============================================================ Date/Time: 2026-07-16 15:00:15 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 4 Scenario seed: 4505242574357131631 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 75.49% Aisle-assignment balance: 91.18% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2255 Passengers seated: 200/204 Average waiting ticks: 339.50 Longest waiting passenger: P88->29C(RIGHT) Longest waiting ticks: 2194 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 4 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1498 Regions dissolved: 0 Repeated reconstructions avoided: 1498 Largest region lifetime: 1499 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1499:occupied=4 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1496 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1348 Maximum occupied tiles: 11 Seat events: 93 Single-blocker events: 18 Multiple-blocker events: 4 Temporary aisle reoccupations: 26 RIGHT AISLE ----------- Total moves: 1644 Maximum occupied tiles: 13 Seat events: 107 Single-blocker events: 25 Multiple-blocker events: 11 Temporary aisle reoccupations: 49 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1613 Reservations granted: 1609 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 4973 Longest unresolved passenger ID: 201 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P147(28E/RIGHT) -> P139(29G/RIGHT) -> P201(30D/RIGHT) -> P88(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 147 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 11024 Total stationary ticks: 77119 Seat-event requests: 1709 Failed seat-event starts: 1509 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 88 Critical blocker identity: P88->29C(RIGHT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 4 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P88(29C/RIGHT/WAITING_FOR_SEAT_EVENT) P201(30D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P139(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P147(28E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1505 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 4 Rear-boundary failures: 1505 Middle-bank reservation failures: 4 Active-event deferrals: 595 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1714\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 11 CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION ============================================================ Date/Time: 2026-07-16 15:00:15 Experiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 4 Scenario seed: 4505242574357131631 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 75.49% Aisle-assignment balance: 91.18% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2255 Passengers seated: 200/204 Average waiting ticks: 339.41 Longest waiting passenger: P88->29C(RIGHT) Longest waiting ticks: 2194 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1523 Regions dissolved: 1 Repeated reconstructions avoided: 1523 Largest region lifetime: 1499 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1499:occupied=4 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1496 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1348 Maximum occupied tiles: 11 Seat events: 93 Single-blocker events: 18 Multiple-blocker events: 4 Temporary aisle reoccupations: 26 RIGHT AISLE ----------- Total moves: 1644 Maximum occupied tiles: 13 Seat events: 107 Single-blocker events: 25 Multiple-blocker events: 11 Temporary aisle reoccupations: 49 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1617 Reservations granted: 1613 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 4982 Longest unresolved passenger ID: 201 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P147(28E/RIGHT) -> P139(29G/RIGHT) -> P201(30D/RIGHT) -> P88(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 147 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 11074 Total stationary ticks: 77134 Seat-event requests: 1713 Failed seat-event starts: 1513 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 88 Critical blocker identity: P88->29C(RIGHT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 4 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P88(29C/RIGHT/WAITING_FOR_SEAT_EVENT) P201(30D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P139(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P147(28E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1505 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 8 Rear-boundary failures: 1505 Middle-bank reservation failures: 4 Active-event deferrals: 595 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1717\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 04 | standardDataset=200/204 (98.04%) | perturbationDataset=200/204 (98.04%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | perturbationWorse=false | standardFamily=REAR_BOUNDARY_LOCK | perturbationFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 11 CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION ============================================================ Date/Time: 2026-07-16 15:00:15 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 5 Scenario seed: -6826745434564669881 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 96.17% OUTCOME ------- Status: SUCCESS Completed ticks: 870 Passengers seated: 235/235 Average waiting ticks: 386.29 Longest waiting passenger: P138->20E(RIGHT) Longest waiting ticks: 843 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 22 Regions dissolved: 2 Repeated reconstructions avoided: 22 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1722 Maximum occupied tiles: 12 Seat events: 113 Single-blocker events: 30 Multiple-blocker events: 8 Temporary aisle reoccupations: 48 RIGHT AISLE ----------- Total moves: 1667 Maximum occupied tiles: 10 Seat events: 122 Single-blocker events: 34 Multiple-blocker events: 13 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 127 Reservations granted: 127 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4517 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5593 Total stationary ticks: 94540 Seat-event requests: 245 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 566 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 566 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 11 CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION ============================================================ Date/Time: 2026-07-16 15:00:15 Experiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 5 Scenario seed: -6826745434564669881 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 96.17% OUTCOME ------- Status: SUCCESS Completed ticks: 870 Passengers seated: 235/235 Average waiting ticks: 386.31 Longest waiting passenger: P138->20E(RIGHT) Longest waiting ticks: 843 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1722 Maximum occupied tiles: 12 Seat events: 113 Single-blocker events: 30 Multiple-blocker events: 8 Temporary aisle reoccupations: 48 RIGHT AISLE ----------- Total moves: 1667 Maximum occupied tiles: 10 Seat events: 122 Single-blocker events: 34 Multiple-blocker events: 13 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 123 Reservations granted: 123 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4514 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5554 Total stationary ticks: 94528 Seat-event requests: 241 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 552 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 552 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 241\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 05 | standardDataset=235/235 (100.00%) | perturbationDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | perturbationWorse=false | standardFamily=COMPLETE_CABIN | perturbationFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 11 CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION ============================================================ Date/Time: 2026-07-16 15:00:15 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 6 Scenario seed: 2513822240434754174 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.82% Blocker-prone seat share (topology component): 77.94% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 731 Passengers seated: 204/204 Average waiting ticks: 331.67 Longest waiting passenger: P8->20F(RIGHT) Longest waiting ticks: 685 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1499 Maximum occupied tiles: 14 Seat events: 102 Single-blocker events: 24 Multiple-blocker events: 8 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1479 Maximum occupied tiles: 12 Seat events: 102 Single-blocker events: 30 Multiple-blocker events: 6 Temporary aisle reoccupations: 44 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 103 Reservations granted: 103 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3601 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4643 Total stationary ticks: 70621 Seat-event requests: 210 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 585 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 585 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 210\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 11 CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION ============================================================ Date/Time: 2026-07-16 15:00:15 Experiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 6 Scenario seed: 2513822240434754174 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET Row-zone concentration (diagnostic control): 33.82% Blocker-prone seat share (topology component): 77.94% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 731 Passengers seated: 204/204 Average waiting ticks: 331.78 Longest waiting passenger: P8->20F(RIGHT) Longest waiting ticks: 685 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1499 Maximum occupied tiles: 14 Seat events: 102 Single-blocker events: 24 Multiple-blocker events: 8 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1479 Maximum occupied tiles: 12 Seat events: 102 Single-blocker events: 30 Multiple-blocker events: 6 Temporary aisle reoccupations: 44 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 103 Reservations granted: 103 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3551 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4635 Total stationary ticks: 70621 Seat-event requests: 210 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 598 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 598 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 210\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 06 | standardDataset=204/204 (100.00%) | perturbationDataset=204/204 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | perturbationWorse=false | standardFamily=COMPLETE_CABIN | perturbationFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 11 CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION ============================================================ Date/Time: 2026-07-16 15:00:15 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 7 Scenario seed: -4676738862831661214 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.80% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 98.15% OUTCOME ------- Status: SUCCESS Completed ticks: 772 Passengers seated: 216/216 Average waiting ticks: 349.32 Longest waiting passenger: P213->4C(LEFT) Longest waiting ticks: 721 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 24 Regions dissolved: 2 Repeated reconstructions avoided: 24 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1563 Maximum occupied tiles: 12 Seat events: 110 Single-blocker events: 21 Multiple-blocker events: 10 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1500 Maximum occupied tiles: 12 Seat events: 106 Single-blocker events: 24 Multiple-blocker events: 10 Temporary aisle reoccupations: 48 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 119 Reservations granted: 119 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3938 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5006 Total stationary ticks: 78770 Seat-event requests: 227 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 538 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 538 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 227\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 11 CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION ============================================================ Date/Time: 2026-07-16 15:00:15 Experiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 7 Scenario seed: -4676738862831661214 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET Row-zone concentration (diagnostic control): 33.80% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 98.15% OUTCOME ------- Status: SUCCESS Completed ticks: 772 Passengers seated: 216/216 Average waiting ticks: 349.35 Longest waiting passenger: P213->4C(LEFT) Longest waiting ticks: 726 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 24 Regions dissolved: 2 Repeated reconstructions avoided: 24 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1563 Maximum occupied tiles: 12 Seat events: 110 Single-blocker events: 21 Multiple-blocker events: 10 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1500 Maximum occupied tiles: 12 Seat events: 106 Single-blocker events: 24 Multiple-blocker events: 10 Temporary aisle reoccupations: 48 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 117 Reservations granted: 117 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3958 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4953 Total stationary ticks: 78752 Seat-event requests: 225 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 515 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 515 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 225\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 07 | standardDataset=216/216 (100.00%) | perturbationDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | perturbationWorse=false | standardFamily=COMPLETE_CABIN | perturbationFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 11 CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION ============================================================ Date/Time: 2026-07-16 15:00:15 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 8 Scenario seed: 2451708163553084058 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.05% Blocker-prone seat share (topology component): 64.86% Aisle-assignment balance: 95.75% OUTCOME ------- Status: SUCCESS Completed ticks: 943 Passengers seated: 259/259 Average waiting ticks: 421.84 Longest waiting passenger: P256->9F(LEFT) Longest waiting ticks: 901 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles10-13:occupied=3:anchor=P12:selected=P71:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2017 Maximum occupied tiles: 12 Seat events: 135 Single-blocker events: 41 Multiple-blocker events: 16 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 1933 Maximum occupied tiles: 14 Seat events: 124 Single-blocker events: 35 Multiple-blocker events: 9 Temporary aisle reoccupations: 53 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 90 Reservations granted: 90 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5174 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6489 Total stationary ticks: 113674 Seat-event requests: 273 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 652 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 652 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 272\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 11 CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION ============================================================ Date/Time: 2026-07-16 15:00:15 Experiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 8 Scenario seed: 2451708163553084058 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET Row-zone concentration (diagnostic control): 32.05% Blocker-prone seat share (topology component): 64.86% Aisle-assignment balance: 95.75% OUTCOME ------- Status: SUCCESS Completed ticks: 943 Passengers seated: 259/259 Average waiting ticks: 421.81 Longest waiting passenger: P256->9F(LEFT) Longest waiting ticks: 901 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles10-13:occupied=3:anchor=P12:selected=P71:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2017 Maximum occupied tiles: 12 Seat events: 135 Single-blocker events: 40 Multiple-blocker events: 17 Temporary aisle reoccupations: 74 RIGHT AISLE ----------- Total moves: 1933 Maximum occupied tiles: 14 Seat events: 124 Single-blocker events: 35 Multiple-blocker events: 9 Temporary aisle reoccupations: 53 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 90 Reservations granted: 90 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5169 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6489 Total stationary ticks: 113674 Seat-event requests: 273 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 644 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 644 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 272\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 08 | standardDataset=259/259 (100.00%) | perturbationDataset=259/259 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | perturbationWorse=false | standardFamily=COMPLETE_CABIN | perturbationFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 11 CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION ============================================================ Date/Time: 2026-07-16 15:00:15 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 9 Scenario seed: 7260830704529197968 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 35.42% Blocker-prone seat share (topology component): 75.52% Aisle-assignment balance: 89.58% OUTCOME ------- Status: SUCCESS Completed ticks: 754 Passengers seated: 192/192 Average waiting ticks: 315.99 Longest waiting passenger: P145->3H(RIGHT) Longest waiting ticks: 702 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P60:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 10 Regions dissolved: 1 Repeated reconstructions avoided: 10 Largest region lifetime: 11 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=11 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1277 Maximum occupied tiles: 12 Seat events: 86 Single-blocker events: 13 Multiple-blocker events: 6 Temporary aisle reoccupations: 26 RIGHT AISLE ----------- Total moves: 1496 Maximum occupied tiles: 11 Seat events: 106 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 105 Reservations granted: 102 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3411 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4220 Total stationary ticks: 63467 Seat-event requests: 203 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 413 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 413 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 205\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 11 CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION ============================================================ Date/Time: 2026-07-16 15:00:15 Experiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 9 Scenario seed: 7260830704529197968 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET Row-zone concentration (diagnostic control): 35.42% Blocker-prone seat share (topology component): 75.52% Aisle-assignment balance: 89.58% OUTCOME ------- Status: SUCCESS Completed ticks: 752 Passengers seated: 192/192 Average waiting ticks: 315.98 Longest waiting passenger: P145->3H(RIGHT) Longest waiting ticks: 702 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P60:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 10 Regions dissolved: 1 Repeated reconstructions avoided: 10 Largest region lifetime: 11 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=11 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1277 Maximum occupied tiles: 12 Seat events: 86 Single-blocker events: 13 Multiple-blocker events: 6 Temporary aisle reoccupations: 26 RIGHT AISLE ----------- Total moves: 1496 Maximum occupied tiles: 11 Seat events: 106 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 105 Reservations granted: 102 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3406 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4200 Total stationary ticks: 63452 Seat-event requests: 203 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 406 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 406 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 205\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 09 | standardDataset=192/192 (100.00%) | perturbationDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | perturbationWorse=false | standardFamily=COMPLETE_CABIN | perturbationFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 11 CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION ============================================================ Date/Time: 2026-07-16 15:00:15 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 10 Scenario seed: -447105676847956095 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.36% Blocker-prone seat share (topology component): 59.65% Aisle-assignment balance: 96.49% OUTCOME ------- Status: SUCCESS Completed ticks: 1251 Passengers seated: 342/342 Average waiting ticks: 564.00 Longest waiting passenger: P179->11J(RIGHT) Longest waiting ticks: 1169 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 5 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 6 Selected release potential total: 9 Last cluster decision: RIGHT:tiles10-14:occupied=4:anchor=P314:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 91 Regions dissolved: 4 Repeated reconstructions avoided: 91 Largest region lifetime: 46 Maximum simultaneous active regions: 2 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=46 Confirmation deferral ticks: 5 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 4 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2926 Maximum occupied tiles: 12 Seat events: 165 Single-blocker events: 39 Multiple-blocker events: 30 Temporary aisle reoccupations: 103 RIGHT AISLE ----------- Total moves: 3031 Maximum occupied tiles: 15 Seat events: 177 Single-blocker events: 40 Multiple-blocker events: 31 Temporary aisle reoccupations: 107 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 163 Reservations granted: 162 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7775 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9654 Total stationary ticks: 199662 Seat-event requests: 376 Failed seat-event starts: 34 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 889 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 34 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 889 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 10\nOccupied-space rejections: 41\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 11 CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION ============================================================ Date/Time: 2026-07-16 15:00:15 Experiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 10 Scenario seed: -447105676847956095 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET Row-zone concentration (diagnostic control): 28.36% Blocker-prone seat share (topology component): 59.65% Aisle-assignment balance: 96.49% OUTCOME ------- Status: SUCCESS Completed ticks: 1251 Passengers seated: 342/342 Average waiting ticks: 564.00 Longest waiting passenger: P179->11J(RIGHT) Longest waiting ticks: 1169 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 5 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 6 Selected release potential total: 9 Last cluster decision: RIGHT:tiles10-14:occupied=4:anchor=P314:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 91 Regions dissolved: 4 Repeated reconstructions avoided: 91 Largest region lifetime: 46 Maximum simultaneous active regions: 2 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=46 Confirmation deferral ticks: 5 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 4 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2926 Maximum occupied tiles: 12 Seat events: 165 Single-blocker events: 39 Multiple-blocker events: 30 Temporary aisle reoccupations: 103 RIGHT AISLE ----------- Total moves: 3031 Maximum occupied tiles: 15 Seat events: 177 Single-blocker events: 40 Multiple-blocker events: 31 Temporary aisle reoccupations: 107 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 163 Reservations granted: 162 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7775 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9673 Total stationary ticks: 199666 Seat-event requests: 376 Failed seat-event starts: 34 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 900 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 34 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 900 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 10\nOccupied-space rejections: 41\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 10 | standardDataset=342/342 (100.00%) | perturbationDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=4 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | perturbationWorse=false | standardFamily=COMPLETE_CABIN | perturbationFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 11 CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION ============================================================ Date/Time: 2026-07-16 15:00:15 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 11 Scenario seed: 3638877016897499986 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 29.57% Blocker-prone seat share (topology component): 66.96% Aisle-assignment balance: 99.13% OUTCOME ------- Status: SUCCESS Completed ticks: 804 Passengers seated: 230/230 Average waiting ticks: 370.66 Longest waiting passenger: P111->9B(LEFT) Longest waiting ticks: 763 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1700 Maximum occupied tiles: 11 Seat events: 116 Single-blocker events: 28 Multiple-blocker events: 8 Temporary aisle reoccupations: 44 RIGHT AISLE ----------- Total moves: 1814 Maximum occupied tiles: 13 Seat events: 114 Single-blocker events: 38 Multiple-blocker events: 7 Temporary aisle reoccupations: 52 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 78 Reservations granted: 78 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4669 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5600 Total stationary ticks: 89203 Seat-event requests: 235 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 461 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 461 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 235\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 11 CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION ============================================================ Date/Time: 2026-07-16 15:00:15 Experiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 11 Scenario seed: 3638877016897499986 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET Row-zone concentration (diagnostic control): 29.57% Blocker-prone seat share (topology component): 66.96% Aisle-assignment balance: 99.13% OUTCOME ------- Status: SUCCESS Completed ticks: 804 Passengers seated: 230/230 Average waiting ticks: 370.80 Longest waiting passenger: P111->9B(LEFT) Longest waiting ticks: 763 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1700 Maximum occupied tiles: 11 Seat events: 116 Single-blocker events: 28 Multiple-blocker events: 8 Temporary aisle reoccupations: 44 RIGHT AISLE ----------- Total moves: 1814 Maximum occupied tiles: 13 Seat events: 114 Single-blocker events: 38 Multiple-blocker events: 7 Temporary aisle reoccupations: 52 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 78 Reservations granted: 78 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4639 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5542 Total stationary ticks: 89185 Seat-event requests: 234 Failed seat-event starts: 4 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 455 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 4 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 455 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 234\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 11 | standardDataset=230/230 (100.00%) | perturbationDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | perturbationWorse=false | standardFamily=COMPLETE_CABIN | perturbationFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 11 CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION ============================================================ Date/Time: 2026-07-16 15:00:15 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 12 Scenario seed: -8976697486543855838 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 36.46% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 705 Passengers seated: 192/192 Average waiting ticks: 319.16 Longest waiting passenger: P84->11G(RIGHT) Longest waiting ticks: 676 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: LEFT:tiles9-11:occupied=3:anchor=P136:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 40 Regions dissolved: 2 Repeated reconstructions avoided: 40 Largest region lifetime: 31 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=11 Confirmation deferral ticks: 3 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1421 Maximum occupied tiles: 12 Seat events: 96 Single-blocker events: 23 Multiple-blocker events: 7 Temporary aisle reoccupations: 40 RIGHT AISLE ----------- Total moves: 1396 Maximum occupied tiles: 11 Seat events: 96 Single-blocker events: 19 Multiple-blocker events: 6 Temporary aisle reoccupations: 31 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 100 Reservations granted: 100 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3355 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4022 Total stationary ticks: 63983 Seat-event requests: 201 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 348 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 348 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 199\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 5\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 11 CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION ============================================================ Date/Time: 2026-07-16 15:00:15 Experiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 12 Scenario seed: -8976697486543855838 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET Row-zone concentration (diagnostic control): 36.46% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 705 Passengers seated: 192/192 Average waiting ticks: 319.77 Longest waiting passenger: P84->11G(RIGHT) Longest waiting ticks: 676 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: LEFT:tiles9-11:occupied=3:anchor=P136:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 40 Regions dissolved: 2 Repeated reconstructions avoided: 40 Largest region lifetime: 31 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=11 Confirmation deferral ticks: 3 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1421 Maximum occupied tiles: 12 Seat events: 96 Single-blocker events: 23 Multiple-blocker events: 7 Temporary aisle reoccupations: 40 RIGHT AISLE ----------- Total moves: 1396 Maximum occupied tiles: 11 Seat events: 96 Single-blocker events: 19 Multiple-blocker events: 6 Temporary aisle reoccupations: 31 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 102 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3317 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4055 Total stationary ticks: 64072 Seat-event requests: 203 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 395 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 395 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 201\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 5\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 12 | standardDataset=192/192 (100.00%) | perturbationDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=2 | clusterStarts=3 | convertedToSuccess=false | perturbationWorse=false | standardFamily=COMPLETE_CABIN | perturbationFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 11 CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION ============================================================ Date/Time: 2026-07-16 15:00:15 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 13 Scenario seed: 1058713798284952297 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.12% Blocker-prone seat share (topology component): 61.11% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 1097 Passengers seated: 306/306 Average waiting ticks: 507.68 Longest waiting passenger: P240->4A(LEFT) Longest waiting ticks: 1037 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2758 Maximum occupied tiles: 12 Seat events: 153 Single-blocker events: 44 Multiple-blocker events: 15 Temporary aisle reoccupations: 74 RIGHT AISLE ----------- Total moves: 2622 Maximum occupied tiles: 14 Seat events: 153 Single-blocker events: 37 Multiple-blocker events: 23 Temporary aisle reoccupations: 87 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 132 Reservations granted: 132 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6586 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7836 Total stationary ticks: 160799 Seat-event requests: 318 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 715 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 715 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 318\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 11 CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION ============================================================ Date/Time: 2026-07-16 15:00:15 Experiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 13 Scenario seed: 1058713798284952297 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET Row-zone concentration (diagnostic control): 27.12% Blocker-prone seat share (topology component): 61.11% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 1097 Passengers seated: 306/306 Average waiting ticks: 507.80 Longest waiting passenger: P240->4A(LEFT) Longest waiting ticks: 1037 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2758 Maximum occupied tiles: 12 Seat events: 153 Single-blocker events: 44 Multiple-blocker events: 15 Temporary aisle reoccupations: 74 RIGHT AISLE ----------- Total moves: 2622 Maximum occupied tiles: 14 Seat events: 153 Single-blocker events: 37 Multiple-blocker events: 23 Temporary aisle reoccupations: 87 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 133 Reservations granted: 132 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6540 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7874 Total stationary ticks: 160815 Seat-event requests: 318 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 760 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 760 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 319\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 13 | standardDataset=306/306 (100.00%) | perturbationDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | perturbationWorse=false | standardFamily=COMPLETE_CABIN | perturbationFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 11 CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION ============================================================ Date/Time: 2026-07-16 15:00:15 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 14 Scenario seed: -2382699513390452918 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 824 Passengers seated: 235/235 Average waiting ticks: 380.83 Longest waiting passenger: P179->6D(RIGHT) Longest waiting ticks: 806 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 7 Selected release potential total: 6 Last cluster decision: LEFT:tiles9-14:occupied=6:anchor=P163:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 31 Regions dissolved: 1 Repeated reconstructions avoided: 31 Largest region lifetime: 32 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=32 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1734 Maximum occupied tiles: 13 Seat events: 116 Single-blocker events: 33 Multiple-blocker events: 9 Temporary aisle reoccupations: 53 RIGHT AISLE ----------- Total moves: 1702 Maximum occupied tiles: 14 Seat events: 119 Single-blocker events: 32 Multiple-blocker events: 13 Temporary aisle reoccupations: 60 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 130 Reservations granted: 130 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4717 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5966 Total stationary ticks: 93608 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 576 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 576 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 11 CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION ============================================================ Date/Time: 2026-07-16 15:00:15 Experiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 14 Scenario seed: -2382699513390452918 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 824 Passengers seated: 235/235 Average waiting ticks: 380.82 Longest waiting passenger: P179->6D(RIGHT) Longest waiting ticks: 806 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 7 Selected release potential total: 6 Last cluster decision: LEFT:tiles9-14:occupied=6:anchor=P163:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 31 Regions dissolved: 1 Repeated reconstructions avoided: 31 Largest region lifetime: 32 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=32 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1734 Maximum occupied tiles: 13 Seat events: 116 Single-blocker events: 33 Multiple-blocker events: 9 Temporary aisle reoccupations: 53 RIGHT AISLE ----------- Total moves: 1702 Maximum occupied tiles: 14 Seat events: 119 Single-blocker events: 32 Multiple-blocker events: 13 Temporary aisle reoccupations: 60 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 130 Reservations granted: 130 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4712 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5959 Total stationary ticks: 93606 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 571 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 571 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 14 | standardDataset=235/235 (100.00%) | perturbationDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | perturbationWorse=false | standardFamily=COMPLETE_CABIN | perturbationFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 11 CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION ============================================================ Date/Time: 2026-07-16 15:00:15 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 15 Scenario seed: 7910158282638001386 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.66% Blocker-prone seat share (topology component): 66.41% Aisle-assignment balance: 94.98% OUTCOME ------- Status: SUCCESS Completed ticks: 956 Passengers seated: 259/259 Average waiting ticks: 429.30 Longest waiting passenger: P57->12B(LEFT) Longest waiting ticks: 922 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2045 Maximum occupied tiles: 13 Seat events: 136 Single-blocker events: 37 Multiple-blocker events: 14 Temporary aisle reoccupations: 65 RIGHT AISLE ----------- Total moves: 1932 Maximum occupied tiles: 12 Seat events: 123 Single-blocker events: 32 Multiple-blocker events: 10 Temporary aisle reoccupations: 52 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 88 Reservations granted: 86 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5119 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6204 Total stationary ticks: 115474 Seat-event requests: 266 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 557 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 557 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 268\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 11 CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION ============================================================ Date/Time: 2026-07-16 15:00:15 Experiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 15 Scenario seed: 7910158282638001386 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET Row-zone concentration (diagnostic control): 31.66% Blocker-prone seat share (topology component): 66.41% Aisle-assignment balance: 94.98% OUTCOME ------- Status: SUCCESS Completed ticks: 956 Passengers seated: 259/259 Average waiting ticks: 429.35 Longest waiting passenger: P57->12B(LEFT) Longest waiting ticks: 922 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2045 Maximum occupied tiles: 13 Seat events: 136 Single-blocker events: 37 Multiple-blocker events: 14 Temporary aisle reoccupations: 65 RIGHT AISLE ----------- Total moves: 1932 Maximum occupied tiles: 12 Seat events: 123 Single-blocker events: 31 Multiple-blocker events: 11 Temporary aisle reoccupations: 53 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 88 Reservations granted: 86 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5109 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6202 Total stationary ticks: 115474 Seat-event requests: 266 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 565 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 565 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 268\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 15 | standardDataset=259/259 (100.00%) | perturbationDataset=259/259 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | perturbationWorse=false | standardFamily=COMPLETE_CABIN | perturbationFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 11 CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION ============================================================ Date/Time: 2026-07-16 15:00:15 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 16 Scenario seed: 7835976452476775241 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.04% Blocker-prone seat share (topology component): 66.52% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 837 Passengers seated: 230/230 Average waiting ticks: 384.82 Longest waiting passenger: P49->16A(LEFT) Longest waiting ticks: 780 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles16-18:occupied=3:anchor=P49:selected=P151:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1782 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 28 Multiple-blocker events: 8 Temporary aisle reoccupations: 44 RIGHT AISLE ----------- Total moves: 1724 Maximum occupied tiles: 10 Seat events: 115 Single-blocker events: 33 Multiple-blocker events: 9 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 79 Reservations granted: 79 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4064 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4973 Total stationary ticks: 91828 Seat-event requests: 239 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 468 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 468 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 238\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 11 CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION ============================================================ Date/Time: 2026-07-16 15:00:15 Experiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 16 Scenario seed: 7835976452476775241 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET Row-zone concentration (diagnostic control): 33.04% Blocker-prone seat share (topology component): 66.52% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 837 Passengers seated: 230/230 Average waiting ticks: 384.84 Longest waiting passenger: P49->16A(LEFT) Longest waiting ticks: 780 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles16-18:occupied=3:anchor=P49:selected=P151:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1782 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 28 Multiple-blocker events: 8 Temporary aisle reoccupations: 44 RIGHT AISLE ----------- Total moves: 1724 Maximum occupied tiles: 10 Seat events: 115 Single-blocker events: 33 Multiple-blocker events: 9 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 79 Reservations granted: 79 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4070 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4953 Total stationary ticks: 91826 Seat-event requests: 239 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 457 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 457 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 238\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 16 | standardDataset=230/230 (100.00%) | perturbationDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | perturbationWorse=false | standardFamily=COMPLETE_CABIN | perturbationFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 11 CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION ============================================================ Date/Time: 2026-07-16 15:00:15 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 17 Scenario seed: -5603982636816805098 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.77% Blocker-prone seat share (topology component): 74.12% Aisle-assignment balance: 96.49% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2329 Passengers seated: 226/228 Average waiting ticks: 384.43 Longest waiting passenger: P22->29F(LEFT) Longest waiting ticks: 2256 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 24 Regions dissolved: 2 Repeated reconstructions avoided: 24 Largest region lifetime: 17 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=17 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1590 Maximum occupied tiles: 12 Seat events: 116 Single-blocker events: 23 Multiple-blocker events: 10 Temporary aisle reoccupations: 46 RIGHT AISLE ----------- Total moves: 1694 Maximum occupied tiles: 13 Seat events: 110 Single-blocker events: 28 Multiple-blocker events: 7 Temporary aisle reoccupations: 44 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1648 Reservations granted: 1639 Reservations denied/waited: 9 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3986 Longest unresolved passenger ID: 47 Longest unresolved row: 29 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P47(29B/LEFT) -> P22(29F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 47 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 8174 Total stationary ticks: 92549 Seat-event requests: 1757 Failed seat-event starts: 1531 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 22 Critical blocker identity: P22->29F(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P22(29F/LEFT/WAITING_FOR_SEAT_EVENT) P47(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1519 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 3 Critical blocker required yield tiles: 30|31|32 Critical blocker unavailable yield tiles: 31|32 Critical blocker yield-tile occupants: -1|-1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 12 Rear-boundary failures: 1519 Middle-bank reservation failures: 9 Active-event deferrals: 553 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 30|31|32 Current unavailable yield tiles: 31|32 Current yield-tile occupants: -1|-1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 7\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 11 CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION ============================================================ Date/Time: 2026-07-16 15:00:15 Experiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 17 Scenario seed: -5603982636816805098 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET Row-zone concentration (diagnostic control): 33.77% Blocker-prone seat share (topology component): 74.12% Aisle-assignment balance: 96.49% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2328 Passengers seated: 226/228 Average waiting ticks: 382.89 Longest waiting passenger: P22->29F(LEFT) Longest waiting ticks: 2255 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 24 Regions dissolved: 2 Repeated reconstructions avoided: 24 Largest region lifetime: 17 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=17 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1590 Maximum occupied tiles: 12 Seat events: 116 Single-blocker events: 23 Multiple-blocker events: 10 Temporary aisle reoccupations: 46 RIGHT AISLE ----------- Total moves: 1694 Maximum occupied tiles: 13 Seat events: 110 Single-blocker events: 28 Multiple-blocker events: 7 Temporary aisle reoccupations: 44 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1647 Reservations granted: 1640 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4010 Longest unresolved passenger ID: 47 Longest unresolved row: 29 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P47(29B/LEFT) -> P22(29F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 47 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 8169 Total stationary ticks: 92199 Seat-event requests: 1758 Failed seat-event starts: 1532 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 22 Critical blocker identity: P22->29F(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P22(29F/LEFT/WAITING_FOR_SEAT_EVENT) P47(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1520 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 3 Critical blocker required yield tiles: 30|31|32 Critical blocker unavailable yield tiles: 31|32 Critical blocker yield-tile occupants: -1|-1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 12 Rear-boundary failures: 1520 Middle-bank reservation failures: 7 Active-event deferrals: 550 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 30|31|32 Current unavailable yield tiles: 31|32 Current yield-tile occupants: -1|-1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1764\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 7\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 17 | standardDataset=226/228 (99.12%) | perturbationDataset=226/228 (99.12%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=2 | convertedToSuccess=false | perturbationWorse=false | standardFamily=REAR_BOUNDARY_LOCK | perturbationFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 11 CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION ============================================================ Date/Time: 2026-07-16 15:00:15 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 18 Scenario seed: -29016899169270240 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1018 Passengers seated: 282/282 Average waiting ticks: 460.86 Longest waiting passenger: P39->31A(LEFT) Longest waiting ticks: 950 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2171 Maximum occupied tiles: 11 Seat events: 144 Single-blocker events: 41 Multiple-blocker events: 12 Temporary aisle reoccupations: 65 RIGHT AISLE ----------- Total moves: 2188 Maximum occupied tiles: 11 Seat events: 138 Single-blocker events: 39 Multiple-blocker events: 20 Temporary aisle reoccupations: 79 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 101 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5629 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7092 Total stationary ticks: 134758 Seat-event requests: 293 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 749 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 749 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 293\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 11 CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION ============================================================ Date/Time: 2026-07-16 15:00:15 Experiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 18 Scenario seed: -29016899169270240 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1018 Passengers seated: 282/282 Average waiting ticks: 460.73 Longest waiting passenger: P39->31A(LEFT) Longest waiting ticks: 950 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2171 Maximum occupied tiles: 11 Seat events: 144 Single-blocker events: 41 Multiple-blocker events: 12 Temporary aisle reoccupations: 65 RIGHT AISLE ----------- Total moves: 2188 Maximum occupied tiles: 11 Seat events: 138 Single-blocker events: 39 Multiple-blocker events: 20 Temporary aisle reoccupations: 79 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 103 Reservations granted: 101 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5649 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7121 Total stationary ticks: 134767 Seat-event requests: 293 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 734 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 734 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 18 | standardDataset=282/282 (100.00%) | perturbationDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | perturbationWorse=false | standardFamily=COMPLETE_CABIN | perturbationFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 11 CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION ============================================================ Date/Time: 2026-07-16 15:00:15 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 19 Scenario seed: -1022932693840430131 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.20% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 99.72% OUTCOME ------- Status: SUCCESS Completed ticks: 1270 Passengers seated: 353/353 Average waiting ticks: 595.20 Longest waiting passenger: P228->31D(RIGHT) Longest waiting ticks: 1217 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 5 Clusters detected: 5 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: RIGHT:region=R5:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 5 Region updates: 107 Regions dissolved: 5 Repeated reconstructions avoided: 107 Largest region lifetime: 32 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R5:lifetime=8 Confirmation deferral ticks: 7 Regions reaching confirmation: 2 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3031 Maximum occupied tiles: 15 Seat events: 176 Single-blocker events: 50 Multiple-blocker events: 27 Temporary aisle reoccupations: 110 RIGHT AISLE ----------- Total moves: 3177 Maximum occupied tiles: 13 Seat events: 177 Single-blocker events: 51 Multiple-blocker events: 34 Temporary aisle reoccupations: 129 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 160 Reservations granted: 158 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7492 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9457 Total stationary ticks: 216460 Seat-event requests: 384 Failed seat-event starts: 31 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 994 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 31 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 994 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 11\nOccupied-space rejections: 37\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 11 CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION ============================================================ Date/Time: 2026-07-16 15:00:15 Experiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 19 Scenario seed: -1022932693840430131 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET Row-zone concentration (diagnostic control): 27.20% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 99.72% OUTCOME ------- Status: SUCCESS Completed ticks: 1270 Passengers seated: 353/353 Average waiting ticks: 595.34 Longest waiting passenger: P228->31D(RIGHT) Longest waiting ticks: 1217 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 5 Clusters detected: 5 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: RIGHT:region=R5:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 5 Region updates: 107 Regions dissolved: 5 Repeated reconstructions avoided: 107 Largest region lifetime: 32 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R5:lifetime=8 Confirmation deferral ticks: 7 Regions reaching confirmation: 2 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3031 Maximum occupied tiles: 15 Seat events: 176 Single-blocker events: 50 Multiple-blocker events: 27 Temporary aisle reoccupations: 110 RIGHT AISLE ----------- Total moves: 3177 Maximum occupied tiles: 13 Seat events: 177 Single-blocker events: 51 Multiple-blocker events: 34 Temporary aisle reoccupations: 129 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 161 Reservations granted: 158 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7475 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9420 Total stationary ticks: 216455 Seat-event requests: 384 Failed seat-event starts: 31 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 1009 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 31 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 1009 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 385\nPrecedence substitutions made: 8\nDependency chains followed: 8\nBlocked by waiting-row occupant: 8\nSubstituted events started: 14\nOccupied-space rejections: 37\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 19 | standardDataset=353/353 (100.00%) | perturbationDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=5 | clusterSelections=2 | clusterStarts=3 | convertedToSuccess=false | perturbationWorse=false | standardFamily=COMPLETE_CABIN | perturbationFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 11 CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION ============================================================ Date/Time: 2026-07-16 15:00:15 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 20 Scenario seed: 7778104721219760133 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.66% Blocker-prone seat share (topology component): 65.69% Aisle-assignment balance: 98.54% OUTCOME ------- Status: SUCCESS Completed ticks: 989 Passengers seated: 274/274 Average waiting ticks: 448.40 Longest waiting passenger: P182->28I(RIGHT) Longest waiting ticks: 944 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2133 Maximum occupied tiles: 13 Seat events: 135 Single-blocker events: 28 Multiple-blocker events: 11 Temporary aisle reoccupations: 50 RIGHT AISLE ----------- Total moves: 2076 Maximum occupied tiles: 12 Seat events: 139 Single-blocker events: 35 Multiple-blocker events: 18 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 92 Reservations granted: 92 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5548 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6972 Total stationary ticks: 127697 Seat-event requests: 284 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 677 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 677 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 284\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 11 CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION ============================================================ Date/Time: 2026-07-16 15:00:15 Experiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 20 Scenario seed: 7778104721219760133 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET Row-zone concentration (diagnostic control): 30.66% Blocker-prone seat share (topology component): 65.69% Aisle-assignment balance: 98.54% OUTCOME ------- Status: SUCCESS Completed ticks: 989 Passengers seated: 274/274 Average waiting ticks: 448.50 Longest waiting passenger: P182->28I(RIGHT) Longest waiting ticks: 944 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2133 Maximum occupied tiles: 13 Seat events: 135 Single-blocker events: 27 Multiple-blocker events: 12 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 2076 Maximum occupied tiles: 12 Seat events: 139 Single-blocker events: 35 Multiple-blocker events: 18 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 92 Reservations granted: 92 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5533 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6911 Total stationary ticks: 127678 Seat-event requests: 284 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 663 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 663 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 284\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 20 | standardDataset=274/274 (100.00%) | perturbationDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | perturbationWorse=false | standardFamily=COMPLETE_CABIN | perturbationFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 11 CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION ============================================================ Date/Time: 2026-07-16 15:00:15 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 21 Scenario seed: -6050252773158139437 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.90% Blocker-prone seat share (topology component): 75.52% Aisle-assignment balance: 98.96% OUTCOME ------- Status: SUCCESS Completed ticks: 686 Passengers seated: 192/192 Average waiting ticks: 311.75 Longest waiting passenger: P131->5H(RIGHT) Longest waiting ticks: 644 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1430 Maximum occupied tiles: 11 Seat events: 95 Single-blocker events: 26 Multiple-blocker events: 4 Temporary aisle reoccupations: 34 RIGHT AISLE ----------- Total moves: 1368 Maximum occupied tiles: 11 Seat events: 97 Single-blocker events: 22 Multiple-blocker events: 5 Temporary aisle reoccupations: 32 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 97 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3532 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4379 Total stationary ticks: 62831 Seat-event requests: 195 Failed seat-event starts: 3 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 442 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 3 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 442 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 195\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 11 CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION ============================================================ Date/Time: 2026-07-16 15:00:15 Experiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 21 Scenario seed: -6050252773158139437 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET Row-zone concentration (diagnostic control): 34.90% Blocker-prone seat share (topology component): 75.52% Aisle-assignment balance: 98.96% OUTCOME ------- Status: SUCCESS Completed ticks: 686 Passengers seated: 192/192 Average waiting ticks: 311.90 Longest waiting passenger: P131->5H(RIGHT) Longest waiting ticks: 644 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1430 Maximum occupied tiles: 11 Seat events: 95 Single-blocker events: 26 Multiple-blocker events: 4 Temporary aisle reoccupations: 34 RIGHT AISLE ----------- Total moves: 1368 Maximum occupied tiles: 11 Seat events: 97 Single-blocker events: 22 Multiple-blocker events: 5 Temporary aisle reoccupations: 32 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 97 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3507 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4375 Total stationary ticks: 62828 Seat-event requests: 195 Failed seat-event starts: 3 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 464 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 3 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 464 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 195\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 21 | standardDataset=192/192 (100.00%) | perturbationDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | perturbationWorse=false | standardFamily=COMPLETE_CABIN | perturbationFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 11 CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION ============================================================ Date/Time: 2026-07-16 15:00:15 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 22 Scenario seed: -7549248447377455043 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.43% Blocker-prone seat share (topology component): 60.46% Aisle-assignment balance: 98.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1115 Passengers seated: 306/306 Average waiting ticks: 511.00 Longest waiting passenger: P126->23H(RIGHT) Longest waiting ticks: 1059 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: LEFT:tiles22-26:occupied=4:anchor=P169:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 16 Regions dissolved: 1 Repeated reconstructions avoided: 16 Largest region lifetime: 17 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=17 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2720 Maximum occupied tiles: 13 Seat events: 150 Single-blocker events: 49 Multiple-blocker events: 12 Temporary aisle reoccupations: 74 RIGHT AISLE ----------- Total moves: 2575 Maximum occupied tiles: 12 Seat events: 156 Single-blocker events: 35 Multiple-blocker events: 19 Temporary aisle reoccupations: 77 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 128 Reservations granted: 128 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6519 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8050 Total stationary ticks: 161843 Seat-event requests: 321 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 882 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 882 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 320\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 11 CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION ============================================================ Date/Time: 2026-07-16 15:00:15 Experiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 22 Scenario seed: -7549248447377455043 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET Row-zone concentration (diagnostic control): 28.43% Blocker-prone seat share (topology component): 60.46% Aisle-assignment balance: 98.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1115 Passengers seated: 306/306 Average waiting ticks: 510.43 Longest waiting passenger: P126->23H(RIGHT) Longest waiting ticks: 1059 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: LEFT:tiles22-26:occupied=4:anchor=P169:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 16 Regions dissolved: 1 Repeated reconstructions avoided: 16 Largest region lifetime: 17 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=17 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2720 Maximum occupied tiles: 13 Seat events: 150 Single-blocker events: 49 Multiple-blocker events: 12 Temporary aisle reoccupations: 74 RIGHT AISLE ----------- Total moves: 2575 Maximum occupied tiles: 12 Seat events: 156 Single-blocker events: 35 Multiple-blocker events: 19 Temporary aisle reoccupations: 77 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 128 Reservations granted: 128 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6583 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8159 Total stationary ticks: 161757 Seat-event requests: 321 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 897 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 897 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 320\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 22 | standardDataset=306/306 (100.00%) | perturbationDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | perturbationWorse=false | standardFamily=COMPLETE_CABIN | perturbationFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 11 CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION ============================================================ Date/Time: 2026-07-16 15:00:15 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 23 Scenario seed: 4519082988640820556 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.77% Blocker-prone seat share (topology component): 75.44% Aisle-assignment balance: 96.49% OUTCOME ------- Status: SUCCESS Completed ticks: 825 Passengers seated: 228/228 Average waiting ticks: 367.85 Longest waiting passenger: P154->11C(RIGHT) Longest waiting ticks: 787 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1559 Maximum occupied tiles: 14 Seat events: 110 Single-blocker events: 28 Multiple-blocker events: 14 Temporary aisle reoccupations: 59 RIGHT AISLE ----------- Total moves: 1754 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 29 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 123 Reservations granted: 123 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4498 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5596 Total stationary ticks: 87691 Seat-event requests: 238 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 544 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 544 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 238\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 11 CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION ============================================================ Date/Time: 2026-07-16 15:00:15 Experiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 23 Scenario seed: 4519082988640820556 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET Row-zone concentration (diagnostic control): 33.77% Blocker-prone seat share (topology component): 75.44% Aisle-assignment balance: 96.49% OUTCOME ------- Status: SUCCESS Completed ticks: 825 Passengers seated: 228/228 Average waiting ticks: 367.91 Longest waiting passenger: P154->11C(RIGHT) Longest waiting ticks: 787 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1559 Maximum occupied tiles: 14 Seat events: 110 Single-blocker events: 29 Multiple-blocker events: 14 Temporary aisle reoccupations: 60 RIGHT AISLE ----------- Total moves: 1754 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 28 Multiple-blocker events: 12 Temporary aisle reoccupations: 54 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 122 Reservations granted: 122 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4483 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5546 Total stationary ticks: 87678 Seat-event requests: 237 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 527 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 527 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 237\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 23 | standardDataset=228/228 (100.00%) | perturbationDataset=228/228 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | perturbationWorse=false | standardFamily=COMPLETE_CABIN | perturbationFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 11 CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION ============================================================ Date/Time: 2026-07-16 15:00:15 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 24 Scenario seed: 4297087376607226005 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.66% Blocker-prone seat share (topology component): 66.79% Aisle-assignment balance: 99.27% OUTCOME ------- Status: SUCCESS Completed ticks: 970 Passengers seated: 274/274 Average waiting ticks: 452.86 Longest waiting passenger: P54->10G(RIGHT) Longest waiting ticks: 925 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: RIGHT:tiles23-26:occupied=4:anchor=P246:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 22 Regions dissolved: 1 Repeated reconstructions avoided: 22 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=23 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2167 Maximum occupied tiles: 12 Seat events: 138 Single-blocker events: 39 Multiple-blocker events: 14 Temporary aisle reoccupations: 67 RIGHT AISLE ----------- Total moves: 2041 Maximum occupied tiles: 12 Seat events: 136 Single-blocker events: 37 Multiple-blocker events: 11 Temporary aisle reoccupations: 59 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 93 Reservations granted: 93 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5016 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6316 Total stationary ticks: 128215 Seat-event requests: 287 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 710 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 710 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 286\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 11 CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION ============================================================ Date/Time: 2026-07-16 15:00:15 Experiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 24 Scenario seed: 4297087376607226005 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET Row-zone concentration (diagnostic control): 30.66% Blocker-prone seat share (topology component): 66.79% Aisle-assignment balance: 99.27% OUTCOME ------- Status: SUCCESS Completed ticks: 969 Passengers seated: 274/274 Average waiting ticks: 452.44 Longest waiting passenger: P54->10G(RIGHT) Longest waiting ticks: 925 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2167 Maximum occupied tiles: 12 Seat events: 138 Single-blocker events: 39 Multiple-blocker events: 14 Temporary aisle reoccupations: 67 RIGHT AISLE ----------- Total moves: 2041 Maximum occupied tiles: 12 Seat events: 136 Single-blocker events: 37 Multiple-blocker events: 11 Temporary aisle reoccupations: 59 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 89 Reservations granted: 89 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5003 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6255 Total stationary ticks: 128067 Seat-event requests: 283 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 692 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 692 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 283\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 24 | standardDataset=274/274 (100.00%) | perturbationDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | perturbationWorse=false | standardFamily=COMPLETE_CABIN | perturbationFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 11 CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION ============================================================ Date/Time: 2026-07-16 15:00:15 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 25 Scenario seed: -1618752062860107760 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.39% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 90.20% OUTCOME ------- Status: SUCCESS Completed ticks: 797 Passengers seated: 204/204 Average waiting ticks: 336.86 Longest waiting passenger: P145->11G(RIGHT) Longest waiting ticks: 754 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 7 Regions dissolved: 1 Repeated reconstructions avoided: 7 Largest region lifetime: 8 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=8 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1366 Maximum occupied tiles: 11 Seat events: 92 Single-blocker events: 18 Multiple-blocker events: 3 Temporary aisle reoccupations: 24 RIGHT AISLE ----------- Total moves: 1550 Maximum occupied tiles: 14 Seat events: 112 Single-blocker events: 34 Multiple-blocker events: 14 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 110 Reservations granted: 108 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3670 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4541 Total stationary ticks: 71737 Seat-event requests: 212 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 442 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 442 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 214\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 2\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 11 CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION ============================================================ Date/Time: 2026-07-16 15:00:15 Experiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 25 Scenario seed: -1618752062860107760 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET Row-zone concentration (diagnostic control): 30.39% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 90.20% OUTCOME ------- Status: SUCCESS Completed ticks: 797 Passengers seated: 204/204 Average waiting ticks: 337.29 Longest waiting passenger: P145->11G(RIGHT) Longest waiting ticks: 754 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 7 Regions dissolved: 1 Repeated reconstructions avoided: 7 Largest region lifetime: 8 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=8 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1366 Maximum occupied tiles: 11 Seat events: 92 Single-blocker events: 19 Multiple-blocker events: 3 Temporary aisle reoccupations: 25 RIGHT AISLE ----------- Total moves: 1550 Maximum occupied tiles: 14 Seat events: 112 Single-blocker events: 33 Multiple-blocker events: 14 Temporary aisle reoccupations: 65 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 110 Reservations granted: 109 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3680 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4577 Total stationary ticks: 71855 Seat-event requests: 213 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 448 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 448 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 214\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 25 | standardDataset=204/204 (100.00%) | perturbationDataset=204/204 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | perturbationWorse=false | standardFamily=COMPLETE_CABIN | perturbationFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 11 CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION ============================================================ Date/Time: 2026-07-16 15:00:16 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 26 Scenario seed: 7637717698422060553 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.07% Blocker-prone seat share (topology component): 59.36% Aisle-assignment balance: 94.15% OUTCOME ------- Status: SUCCESS Completed ticks: 1276 Passengers seated: 342/342 Average waiting ticks: 566.26 Longest waiting passenger: P248->26A(LEFT) Longest waiting ticks: 1229 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 4 Largest detected cluster: 4 Selected release potential total: 5 Last cluster decision: LEFT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 48 Regions dissolved: 3 Repeated reconstructions avoided: 48 Largest region lifetime: 31 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=31 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3173 Maximum occupied tiles: 15 Seat events: 181 Single-blocker events: 46 Multiple-blocker events: 25 Temporary aisle reoccupations: 103 RIGHT AISLE ----------- Total moves: 2795 Maximum occupied tiles: 13 Seat events: 161 Single-blocker events: 49 Multiple-blocker events: 23 Temporary aisle reoccupations: 98 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 161 Reservations granted: 161 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7578 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9483 Total stationary ticks: 200246 Seat-event requests: 371 Failed seat-event starts: 29 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 924 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 29 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 924 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 369\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 9\nOccupied-space rejections: 37\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 11 CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION ============================================================ Date/Time: 2026-07-16 15:00:16 Experiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 26 Scenario seed: 7637717698422060553 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET Row-zone concentration (diagnostic control): 28.07% Blocker-prone seat share (topology component): 59.36% Aisle-assignment balance: 94.15% OUTCOME ------- Status: SUCCESS Completed ticks: 1276 Passengers seated: 342/342 Average waiting ticks: 566.18 Longest waiting passenger: P248->26A(LEFT) Longest waiting ticks: 1229 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 4 Largest detected cluster: 4 Selected release potential total: 5 Last cluster decision: LEFT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 48 Regions dissolved: 3 Repeated reconstructions avoided: 48 Largest region lifetime: 31 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=31 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3173 Maximum occupied tiles: 15 Seat events: 181 Single-blocker events: 46 Multiple-blocker events: 25 Temporary aisle reoccupations: 103 RIGHT AISLE ----------- Total moves: 2795 Maximum occupied tiles: 13 Seat events: 161 Single-blocker events: 49 Multiple-blocker events: 23 Temporary aisle reoccupations: 98 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 161 Reservations granted: 161 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7608 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9498 Total stationary ticks: 200251 Seat-event requests: 371 Failed seat-event starts: 29 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 911 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 29 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 911 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 369\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 9\nOccupied-space rejections: 37\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 26 | standardDataset=342/342 (100.00%) | perturbationDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=2 | clusterStarts=4 | convertedToSuccess=false | perturbationWorse=false | standardFamily=COMPLETE_CABIN | perturbationFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 11 CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION ============================================================ Date/Time: 2026-07-16 15:00:16 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 27 Scenario seed: 7038436515696686281 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 75.46% Aisle-assignment balance: 97.22% OUTCOME ------- Status: SUCCESS Completed ticks: 784 Passengers seated: 216/216 Average waiting ticks: 348.83 Longest waiting passenger: P24->8D(LEFT) Longest waiting ticks: 747 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles11-13:occupied=3:anchor=P209:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 10 Regions dissolved: 1 Repeated reconstructions avoided: 10 Largest region lifetime: 11 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=11 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1681 Maximum occupied tiles: 14 Seat events: 111 Single-blocker events: 29 Multiple-blocker events: 17 Temporary aisle reoccupations: 67 RIGHT AISLE ----------- Total moves: 1464 Maximum occupied tiles: 11 Seat events: 105 Single-blocker events: 24 Multiple-blocker events: 8 Temporary aisle reoccupations: 42 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 123 Reservations granted: 120 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4157 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5218 Total stationary ticks: 78912 Seat-event requests: 228 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 475 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 475 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 230\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 11 CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION ============================================================ Date/Time: 2026-07-16 15:00:16 Experiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 27 Scenario seed: 7038436515696686281 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 75.46% Aisle-assignment balance: 97.22% OUTCOME ------- Status: SUCCESS Completed ticks: 784 Passengers seated: 216/216 Average waiting ticks: 348.70 Longest waiting passenger: P24->8D(LEFT) Longest waiting ticks: 747 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles11-13:occupied=3:anchor=P209:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 10 Regions dissolved: 1 Repeated reconstructions avoided: 10 Largest region lifetime: 11 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=11 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1681 Maximum occupied tiles: 14 Seat events: 111 Single-blocker events: 29 Multiple-blocker events: 17 Temporary aisle reoccupations: 67 RIGHT AISLE ----------- Total moves: 1464 Maximum occupied tiles: 11 Seat events: 105 Single-blocker events: 24 Multiple-blocker events: 8 Temporary aisle reoccupations: 42 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 123 Reservations granted: 120 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4202 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5292 Total stationary ticks: 78931 Seat-event requests: 228 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 500 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 500 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 230\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 27 | standardDataset=216/216 (100.00%) | perturbationDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | perturbationWorse=false | standardFamily=COMPLETE_CABIN | perturbationFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 11 CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION ============================================================ Date/Time: 2026-07-16 15:00:16 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 28 Scenario seed: 3504961108606988885 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.66% Blocker-prone seat share (topology component): 66.06% Aisle-assignment balance: 96.35% OUTCOME ------- Status: SUCCESS Completed ticks: 1007 Passengers seated: 274/274 Average waiting ticks: 452.16 Longest waiting passenger: P162->5H(RIGHT) Longest waiting ticks: 957 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles22-24:occupied=3:anchor=P175:selected=P83:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 15 Regions dissolved: 1 Repeated reconstructions avoided: 15 Largest region lifetime: 16 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=16 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2061 Maximum occupied tiles: 13 Seat events: 132 Single-blocker events: 31 Multiple-blocker events: 15 Temporary aisle reoccupations: 61 RIGHT AISLE ----------- Total moves: 2167 Maximum occupied tiles: 14 Seat events: 142 Single-blocker events: 39 Multiple-blocker events: 13 Temporary aisle reoccupations: 65 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 94 Reservations granted: 93 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5286 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6678 Total stationary ticks: 128384 Seat-event requests: 287 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 693 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 693 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 287\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 11 CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION ============================================================ Date/Time: 2026-07-16 15:00:16 Experiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 28 Scenario seed: 3504961108606988885 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET Row-zone concentration (diagnostic control): 30.66% Blocker-prone seat share (topology component): 66.06% Aisle-assignment balance: 96.35% OUTCOME ------- Status: SUCCESS Completed ticks: 1007 Passengers seated: 274/274 Average waiting ticks: 452.32 Longest waiting passenger: P162->5H(RIGHT) Longest waiting ticks: 957 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles22-24:occupied=3:anchor=P175:selected=P83:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 15 Regions dissolved: 1 Repeated reconstructions avoided: 15 Largest region lifetime: 16 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=16 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2061 Maximum occupied tiles: 13 Seat events: 132 Single-blocker events: 31 Multiple-blocker events: 15 Temporary aisle reoccupations: 61 RIGHT AISLE ----------- Total moves: 2167 Maximum occupied tiles: 14 Seat events: 142 Single-blocker events: 39 Multiple-blocker events: 13 Temporary aisle reoccupations: 65 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 95 Reservations granted: 93 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5238 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6597 Total stationary ticks: 128347 Seat-event requests: 287 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 692 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 692 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 288\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 28 | standardDataset=274/274 (100.00%) | perturbationDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | perturbationWorse=false | standardFamily=COMPLETE_CABIN | perturbationFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 11 CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION ============================================================ Date/Time: 2026-07-16 15:00:16 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 29 Scenario seed: 8058727884467314553 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.39% Blocker-prone seat share (topology component): 67.52% Aisle-assignment balance: 95.62% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2418 Passengers seated: 258/274 Average waiting ticks: 468.27 Longest waiting passenger: P89->18D(RIGHT) Longest waiting ticks: 2380 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 24 Cluster candidates evaluated: 47 Executable cluster candidates: 10 Rejected cluster candidates: 37 Cluster selections: 6 Cluster-selected events started: 6 Largest detected cluster: 16 Selected release potential total: 26 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1839 Regions dissolved: 2 Repeated reconstructions avoided: 1839 Largest region lifetime: 1771 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1771:occupied=16 Confirmation deferral ticks: 5 Regions reaching confirmation: 3 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1566 State changes reopening evaluation: 21 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2020 Maximum occupied tiles: 14 Seat events: 131 Single-blocker events: 43 Multiple-blocker events: 8 Temporary aisle reoccupations: 59 RIGHT AISLE ----------- Total moves: 2227 Maximum occupied tiles: 22 Seat events: 127 Single-blocker events: 40 Multiple-blocker events: 10 Temporary aisle reoccupations: 60 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1630 Reservations granted: 1627 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 12 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 19602 Longest unresolved passenger ID: 90 Longest unresolved row: 32 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 9 Longest dependency chain: P137(25E/RIGHT) -> P94(27G/RIGHT) -> P190(24F/RIGHT) -> P24(25I/RIGHT) -> P88(28D/RIGHT) -> P102(27F/RIGHT) -> P87(31H/RIGHT) -> P184(31D/RIGHT) -> P20(28I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 137 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 12 Total blocked ticks: 32482 Total stationary ticks: 151925 Seat-event requests: 1882 Failed seat-event starts: 1624 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 20 Critical blocker identity: P20->28I(RIGHT) Direct fan-out: 1 Total indirect descendants: 8 Critical tree size including blocker: 9 Critical tree depth: 9 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 16 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 7 Critical blocker tree: P20(28I/RIGHT/WAITING_FOR_SEAT_EVENT) P184(31D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P87(31H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P102(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P88(28D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P24(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P190(24F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P94(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P137(25E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1605 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 29|30 Critical blocker unavailable yield tiles: 29|30 Critical blocker yield-tile occupants: 13|153 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 3 Yield-tile occupied failures: 1605 Rear-boundary failures: 19 Middle-bank reservation failures: 3 Active-event deferrals: 1075 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 2 Trace length: 2 Yield-occupant trace: yieldOccupant[13]: P13(31G/RIGHT/MOVING_IN_AISLE@tile29) -> P153(30E/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[153]: P153(30E/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P153->30E(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P13{seat=31G,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=29,directBlocker=153,lastMoveTick=698,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P153{seat=30E,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=648,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 29|30 Current unavailable yield tiles: 29|30 Current yield-tile occupants: 13|153 Final row-event chain: 20|13|153 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 4 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1880\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 7\nOccupied-space rejections: 3201\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 11 CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION ============================================================ Date/Time: 2026-07-16 15:00:16 Experiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 29 Scenario seed: 8058727884467314553 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET Row-zone concentration (diagnostic control): 31.39% Blocker-prone seat share (topology component): 67.52% Aisle-assignment balance: 95.62% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2418 Passengers seated: 258/274 Average waiting ticks: 468.36 Longest waiting passenger: P89->18D(RIGHT) Longest waiting ticks: 2380 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 24 Cluster candidates evaluated: 47 Executable cluster candidates: 10 Rejected cluster candidates: 37 Cluster selections: 6 Cluster-selected events started: 6 Largest detected cluster: 16 Selected release potential total: 26 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1839 Regions dissolved: 2 Repeated reconstructions avoided: 1839 Largest region lifetime: 1771 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1771:occupied=16 Confirmation deferral ticks: 5 Regions reaching confirmation: 3 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1566 State changes reopening evaluation: 21 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2020 Maximum occupied tiles: 14 Seat events: 131 Single-blocker events: 44 Multiple-blocker events: 8 Temporary aisle reoccupations: 60 RIGHT AISLE ----------- Total moves: 2227 Maximum occupied tiles: 22 Seat events: 127 Single-blocker events: 41 Multiple-blocker events: 9 Temporary aisle reoccupations: 59 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1628 Reservations granted: 1627 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 12 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 19598 Longest unresolved passenger ID: 90 Longest unresolved row: 32 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 9 Longest dependency chain: P137(25E/RIGHT) -> P94(27G/RIGHT) -> P190(24F/RIGHT) -> P24(25I/RIGHT) -> P88(28D/RIGHT) -> P102(27F/RIGHT) -> P87(31H/RIGHT) -> P184(31D/RIGHT) -> P20(28I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 137 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 12 Total blocked ticks: 32415 Total stationary ticks: 151908 Seat-event requests: 1882 Failed seat-event starts: 1624 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 20 Critical blocker identity: P20->28I(RIGHT) Direct fan-out: 1 Total indirect descendants: 8 Critical tree size including blocker: 9 Critical tree depth: 9 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 16 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 7 Critical blocker tree: P20(28I/RIGHT/WAITING_FOR_SEAT_EVENT) P184(31D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P87(31H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P102(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P88(28D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P24(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P190(24F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P94(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P137(25E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1605 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 29|30 Critical blocker unavailable yield tiles: 29|30 Critical blocker yield-tile occupants: 13|153 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 3 Yield-tile occupied failures: 1605 Rear-boundary failures: 19 Middle-bank reservation failures: 1 Active-event deferrals: 1062 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 2 Trace length: 2 Yield-occupant trace: yieldOccupant[13]: P13(31G/RIGHT/MOVING_IN_AISLE@tile29) -> P153(30E/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[153]: P153(30E/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P153->30E(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P13{seat=31G,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=29,directBlocker=153,lastMoveTick=698,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P153{seat=30E,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=648,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 29|30 Current unavailable yield tiles: 29|30 Current yield-tile occupants: 13|153 Final row-event chain: 20|13|153 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 4 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1877\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 9\nOccupied-space rejections: 3202\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 29 | standardDataset=258/274 (94.16%) | perturbationDataset=258/274 (94.16%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=6 | clusterStarts=6 | convertedToSuccess=false | perturbationWorse=false | standardFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL | perturbationFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 11 CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION ============================================================ Date/Time: 2026-07-16 15:00:16 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 30 Scenario seed: 4796178364709272712 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 288 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.78% Blocker-prone seat share (topology component): 60.07% Aisle-assignment balance: 97.22% OUTCOME ------- Status: SUCCESS Completed ticks: 1073 Passengers seated: 288/288 Average waiting ticks: 486.26 Longest waiting passenger: P242->22A(LEFT) Longest waiting ticks: 1020 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles24-27:occupied=3:anchor=P272:selected=P258:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 13 Regions dissolved: 1 Repeated reconstructions avoided: 13 Largest region lifetime: 14 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=14 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2587 Maximum occupied tiles: 13 Seat events: 148 Single-blocker events: 40 Multiple-blocker events: 17 Temporary aisle reoccupations: 77 RIGHT AISLE ----------- Total moves: 2427 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 36 Multiple-blocker events: 18 Temporary aisle reoccupations: 73 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 124 Reservations granted: 120 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6089 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7510 Total stationary ticks: 145204 Seat-event requests: 303 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 751 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 751 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 306\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 11 CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION ============================================================ Date/Time: 2026-07-16 15:00:16 Experiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 30 Scenario seed: 4796178364709272712 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 288 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET Row-zone concentration (diagnostic control): 27.78% Blocker-prone seat share (topology component): 60.07% Aisle-assignment balance: 97.22% OUTCOME ------- Status: SUCCESS Completed ticks: 1073 Passengers seated: 288/288 Average waiting ticks: 486.33 Longest waiting passenger: P242->22A(LEFT) Longest waiting ticks: 1020 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2587 Maximum occupied tiles: 13 Seat events: 148 Single-blocker events: 40 Multiple-blocker events: 17 Temporary aisle reoccupations: 77 RIGHT AISLE ----------- Total moves: 2427 Maximum occupied tiles: 14 Seat events: 140 Single-blocker events: 36 Multiple-blocker events: 18 Temporary aisle reoccupations: 73 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 120 Reservations granted: 116 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6065 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7535 Total stationary ticks: 145211 Seat-event requests: 299 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 789 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 789 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 30 | standardDataset=288/288 (100.00%) | perturbationDataset=288/288 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | perturbationWorse=false | standardFamily=COMPLETE_CABIN | perturbationFamily=COMPLETE_CABIN ************************************************************ BATCH EXPERIMENT SUMMARY RESEARCH EXPERIMENT 11 CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION ************************************************************ Experiment seed: 1783790101901 Scenarios executed: 60 Successful completions: 54 Incomplete/MAX_TICKS: 6 Average completed ticks: 1080.18 Average waiting ticks: 422.68 ************************************************************ ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 12 DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT ============================================================ Date/Time: 2026-07-16 15:52:32 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 1 Scenario seed: 7216130499227313205 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.39% Blocker-prone seat share (topology component): 66.79% Aisle-assignment balance: 98.54% OUTCOME ------- Status: SUCCESS Completed ticks: 990 Passengers seated: 274/274 Average waiting ticks: 450.42 Longest waiting passenger: P233->32A(LEFT) Longest waiting ticks: 921 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2125 Maximum occupied tiles: 12 Seat events: 139 Single-blocker events: 45 Multiple-blocker events: 13 Temporary aisle reoccupations: 71 RIGHT AISLE ----------- Total moves: 2075 Maximum occupied tiles: 11 Seat events: 135 Single-blocker events: 41 Multiple-blocker events: 8 Temporary aisle reoccupations: 57 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 98 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5198 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6411 Total stationary ticks: 127724 Seat-event requests: 284 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 632 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 632 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 289\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 12 DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT ============================================================ Date/Time: 2026-07-16 15:52:32 Experiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 1 Scenario seed: 7216130499227313205 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET Row-zone concentration (diagnostic control): 31.39% Blocker-prone seat share (topology component): 66.79% Aisle-assignment balance: 98.54% OUTCOME ------- Status: SUCCESS Completed ticks: 990 Passengers seated: 274/274 Average waiting ticks: 450.59 Longest waiting passenger: P233->32A(LEFT) Longest waiting ticks: 921 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2125 Maximum occupied tiles: 12 Seat events: 139 Single-blocker events: 45 Multiple-blocker events: 13 Temporary aisle reoccupations: 71 RIGHT AISLE ----------- Total moves: 2075 Maximum occupied tiles: 11 Seat events: 135 Single-blocker events: 41 Multiple-blocker events: 8 Temporary aisle reoccupations: 57 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 97 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5152 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6332 Total stationary ticks: 127707 Seat-event requests: 283 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 621 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 621 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 288\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 01 | standardDataset=274/274 (100.00%) | overlapDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | overlapWorse=false | standardFamily=COMPLETE_CABIN | overlapFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 12 DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT ============================================================ Date/Time: 2026-07-16 15:52:32 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 2 Scenario seed: -5145057424286824451 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.48% Blocker-prone seat share (topology component): 73.61% Aisle-assignment balance: 94.44% OUTCOME ------- Status: SUCCESS Completed ticks: 799 Passengers seated: 216/216 Average waiting ticks: 351.06 Longest waiting passenger: P90->5C(LEFT) Longest waiting ticks: 749 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 31 Regions dissolved: 2 Repeated reconstructions avoided: 31 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1607 Maximum occupied tiles: 12 Seat events: 114 Single-blocker events: 32 Multiple-blocker events: 9 Temporary aisle reoccupations: 52 RIGHT AISLE ----------- Total moves: 1517 Maximum occupied tiles: 11 Seat events: 102 Single-blocker events: 19 Multiple-blocker events: 9 Temporary aisle reoccupations: 38 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 125 Reservations granted: 121 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3653 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4671 Total stationary ticks: 78797 Seat-event requests: 225 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 557 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 557 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 229\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 12 DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT ============================================================ Date/Time: 2026-07-16 15:52:32 Experiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 2 Scenario seed: -5145057424286824451 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET Row-zone concentration (diagnostic control): 31.48% Blocker-prone seat share (topology component): 73.61% Aisle-assignment balance: 94.44% OUTCOME ------- Status: SUCCESS Completed ticks: 799 Passengers seated: 216/216 Average waiting ticks: 351.12 Longest waiting passenger: P90->5C(LEFT) Longest waiting ticks: 749 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 31 Regions dissolved: 2 Repeated reconstructions avoided: 31 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1607 Maximum occupied tiles: 12 Seat events: 114 Single-blocker events: 31 Multiple-blocker events: 9 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 1517 Maximum occupied tiles: 10 Seat events: 102 Single-blocker events: 20 Multiple-blocker events: 9 Temporary aisle reoccupations: 39 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 126 Reservations granted: 121 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3648 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4623 Total stationary ticks: 78785 Seat-event requests: 225 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 538 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 538 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 230\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 02 | standardDataset=216/216 (100.00%) | overlapDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | overlapWorse=false | standardFamily=COMPLETE_CABIN | overlapFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 12 DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT ============================================================ Date/Time: 2026-07-16 15:52:32 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 3 Scenario seed: 3757159740356003327 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.65% Blocker-prone seat share (topology component): 60.53% Aisle-assignment balance: 98.83% OUTCOME ------- Status: SUCCESS Completed ticks: 1266 Passengers seated: 342/342 Average waiting ticks: 588.90 Longest waiting passenger: P156->23B(LEFT) Longest waiting ticks: 1212 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3072 Maximum occupied tiles: 14 Seat events: 173 Single-blocker events: 56 Multiple-blocker events: 25 Temporary aisle reoccupations: 111 RIGHT AISLE ----------- Total moves: 2968 Maximum occupied tiles: 12 Seat events: 169 Single-blocker events: 49 Multiple-blocker events: 22 Temporary aisle reoccupations: 96 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 147 Reservations granted: 143 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6815 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8177 Total stationary ticks: 206919 Seat-event requests: 351 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 758 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 758 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 355\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 7\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 12 DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT ============================================================ Date/Time: 2026-07-16 15:52:32 Experiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 3 Scenario seed: 3757159740356003327 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET Row-zone concentration (diagnostic control): 28.65% Blocker-prone seat share (topology component): 60.53% Aisle-assignment balance: 98.83% OUTCOME ------- Status: SUCCESS Completed ticks: 1255 Passengers seated: 342/342 Average waiting ticks: 584.75 Longest waiting passenger: P156->23B(LEFT) Longest waiting ticks: 1201 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 3 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: LEFT:tiles16-19:occupied=3:anchor=P50:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 29 Regions dissolved: 2 Repeated reconstructions avoided: 29 Largest region lifetime: 18 Maximum simultaneous active regions: 2 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3072 Maximum occupied tiles: 14 Seat events: 173 Single-blocker events: 57 Multiple-blocker events: 25 Temporary aisle reoccupations: 112 RIGHT AISLE ----------- Total moves: 2968 Maximum occupied tiles: 12 Seat events: 169 Single-blocker events: 48 Multiple-blocker events: 23 Temporary aisle reoccupations: 97 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 150 Reservations granted: 148 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6929 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8402 Total stationary ticks: 205666 Seat-event requests: 356 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 791 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 791 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 357\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 7\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 03 | standardDataset=342/342 (100.00%) | overlapDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | overlapWorse=false | standardFamily=COMPLETE_CABIN | overlapFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 12 DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT ============================================================ Date/Time: 2026-07-16 15:52:32 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 4 Scenario seed: 4505242574357131631 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 75.49% Aisle-assignment balance: 91.18% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2255 Passengers seated: 200/204 Average waiting ticks: 339.50 Longest waiting passenger: P88->29C(RIGHT) Longest waiting ticks: 2194 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 4 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1498 Regions dissolved: 0 Repeated reconstructions avoided: 1498 Largest region lifetime: 1499 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1499:occupied=4 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1496 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1348 Maximum occupied tiles: 11 Seat events: 93 Single-blocker events: 18 Multiple-blocker events: 4 Temporary aisle reoccupations: 26 RIGHT AISLE ----------- Total moves: 1644 Maximum occupied tiles: 13 Seat events: 107 Single-blocker events: 25 Multiple-blocker events: 11 Temporary aisle reoccupations: 49 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1613 Reservations granted: 1609 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 4973 Longest unresolved passenger ID: 201 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P147(28E/RIGHT) -> P139(29G/RIGHT) -> P201(30D/RIGHT) -> P88(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 147 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 11024 Total stationary ticks: 77119 Seat-event requests: 1709 Failed seat-event starts: 1509 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 88 Critical blocker identity: P88->29C(RIGHT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 4 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P88(29C/RIGHT/WAITING_FOR_SEAT_EVENT) P201(30D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P139(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P147(28E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1505 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 4 Rear-boundary failures: 1505 Middle-bank reservation failures: 4 Active-event deferrals: 595 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1714\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 12 DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT ============================================================ Date/Time: 2026-07-16 15:52:32 Experiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 4 Scenario seed: 4505242574357131631 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 75.49% Aisle-assignment balance: 91.18% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2255 Passengers seated: 200/204 Average waiting ticks: 339.56 Longest waiting passenger: P88->29C(RIGHT) Longest waiting ticks: 2194 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 4 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1498 Regions dissolved: 0 Repeated reconstructions avoided: 1498 Largest region lifetime: 1499 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1499:occupied=4 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1496 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1348 Maximum occupied tiles: 11 Seat events: 93 Single-blocker events: 18 Multiple-blocker events: 4 Temporary aisle reoccupations: 26 RIGHT AISLE ----------- Total moves: 1644 Maximum occupied tiles: 13 Seat events: 107 Single-blocker events: 25 Multiple-blocker events: 11 Temporary aisle reoccupations: 49 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1612 Reservations granted: 1608 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 4958 Longest unresolved passenger ID: 201 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P147(28E/RIGHT) -> P139(29G/RIGHT) -> P201(30D/RIGHT) -> P88(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 147 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 10970 Total stationary ticks: 77106 Seat-event requests: 1708 Failed seat-event starts: 1508 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 88 Critical blocker identity: P88->29C(RIGHT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 4 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P88(29C/RIGHT/WAITING_FOR_SEAT_EVENT) P201(30D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P139(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P147(28E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1505 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 3 Rear-boundary failures: 1505 Middle-bank reservation failures: 4 Active-event deferrals: 572 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1713\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 04 | standardDataset=200/204 (98.04%) | overlapDataset=200/204 (98.04%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | overlapWorse=false | standardFamily=REAR_BOUNDARY_LOCK | overlapFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 12 DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT ============================================================ Date/Time: 2026-07-16 15:52:32 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 5 Scenario seed: -6826745434564669881 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 96.17% OUTCOME ------- Status: SUCCESS Completed ticks: 870 Passengers seated: 235/235 Average waiting ticks: 386.29 Longest waiting passenger: P138->20E(RIGHT) Longest waiting ticks: 843 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 22 Regions dissolved: 2 Repeated reconstructions avoided: 22 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1722 Maximum occupied tiles: 12 Seat events: 113 Single-blocker events: 30 Multiple-blocker events: 8 Temporary aisle reoccupations: 48 RIGHT AISLE ----------- Total moves: 1667 Maximum occupied tiles: 10 Seat events: 122 Single-blocker events: 34 Multiple-blocker events: 13 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 127 Reservations granted: 127 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4517 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5593 Total stationary ticks: 94540 Seat-event requests: 245 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 566 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 566 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 12 DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT ============================================================ Date/Time: 2026-07-16 15:52:32 Experiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 5 Scenario seed: -6826745434564669881 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 96.17% OUTCOME ------- Status: SUCCESS Completed ticks: 869 Passengers seated: 235/235 Average waiting ticks: 386.50 Longest waiting passenger: P138->20E(RIGHT) Longest waiting ticks: 842 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1722 Maximum occupied tiles: 12 Seat events: 113 Single-blocker events: 30 Multiple-blocker events: 8 Temporary aisle reoccupations: 48 RIGHT AISLE ----------- Total moves: 1667 Maximum occupied tiles: 10 Seat events: 122 Single-blocker events: 34 Multiple-blocker events: 13 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 123 Reservations granted: 123 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4519 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5563 Total stationary ticks: 94579 Seat-event requests: 241 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 557 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 557 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 241\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 05 | standardDataset=235/235 (100.00%) | overlapDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | overlapWorse=false | standardFamily=COMPLETE_CABIN | overlapFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 12 DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT ============================================================ Date/Time: 2026-07-16 15:52:32 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 6 Scenario seed: 2513822240434754174 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.82% Blocker-prone seat share (topology component): 77.94% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 731 Passengers seated: 204/204 Average waiting ticks: 331.67 Longest waiting passenger: P8->20F(RIGHT) Longest waiting ticks: 685 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1499 Maximum occupied tiles: 14 Seat events: 102 Single-blocker events: 24 Multiple-blocker events: 8 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1479 Maximum occupied tiles: 12 Seat events: 102 Single-blocker events: 30 Multiple-blocker events: 6 Temporary aisle reoccupations: 44 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 103 Reservations granted: 103 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3601 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4643 Total stationary ticks: 70621 Seat-event requests: 210 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 585 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 585 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 210\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 12 DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT ============================================================ Date/Time: 2026-07-16 15:52:32 Experiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 6 Scenario seed: 2513822240434754174 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET Row-zone concentration (diagnostic control): 33.82% Blocker-prone seat share (topology component): 77.94% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 731 Passengers seated: 204/204 Average waiting ticks: 331.65 Longest waiting passenger: P8->20F(RIGHT) Longest waiting ticks: 685 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1499 Maximum occupied tiles: 14 Seat events: 102 Single-blocker events: 24 Multiple-blocker events: 8 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1479 Maximum occupied tiles: 12 Seat events: 102 Single-blocker events: 30 Multiple-blocker events: 6 Temporary aisle reoccupations: 44 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 103 Reservations granted: 103 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3592 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4658 Total stationary ticks: 70627 Seat-event requests: 210 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 590 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 590 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 210\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 06 | standardDataset=204/204 (100.00%) | overlapDataset=204/204 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | overlapWorse=false | standardFamily=COMPLETE_CABIN | overlapFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 12 DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT ============================================================ Date/Time: 2026-07-16 15:52:32 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 7 Scenario seed: -4676738862831661214 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.80% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 98.15% OUTCOME ------- Status: SUCCESS Completed ticks: 772 Passengers seated: 216/216 Average waiting ticks: 349.32 Longest waiting passenger: P213->4C(LEFT) Longest waiting ticks: 721 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 24 Regions dissolved: 2 Repeated reconstructions avoided: 24 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1563 Maximum occupied tiles: 12 Seat events: 110 Single-blocker events: 21 Multiple-blocker events: 10 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1500 Maximum occupied tiles: 12 Seat events: 106 Single-blocker events: 24 Multiple-blocker events: 10 Temporary aisle reoccupations: 48 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 119 Reservations granted: 119 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3938 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5006 Total stationary ticks: 78770 Seat-event requests: 227 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 538 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 538 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 227\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 12 DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT ============================================================ Date/Time: 2026-07-16 15:52:32 Experiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 7 Scenario seed: -4676738862831661214 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET Row-zone concentration (diagnostic control): 33.80% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 98.15% OUTCOME ------- Status: SUCCESS Completed ticks: 772 Passengers seated: 216/216 Average waiting ticks: 349.35 Longest waiting passenger: P213->4C(LEFT) Longest waiting ticks: 726 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 24 Regions dissolved: 2 Repeated reconstructions avoided: 24 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1563 Maximum occupied tiles: 12 Seat events: 110 Single-blocker events: 21 Multiple-blocker events: 10 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1500 Maximum occupied tiles: 12 Seat events: 106 Single-blocker events: 24 Multiple-blocker events: 10 Temporary aisle reoccupations: 48 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 117 Reservations granted: 117 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3943 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4947 Total stationary ticks: 78753 Seat-event requests: 225 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 509 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 509 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 225\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 07 | standardDataset=216/216 (100.00%) | overlapDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | overlapWorse=false | standardFamily=COMPLETE_CABIN | overlapFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 12 DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT ============================================================ Date/Time: 2026-07-16 15:52:32 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 8 Scenario seed: 2451708163553084058 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.05% Blocker-prone seat share (topology component): 64.86% Aisle-assignment balance: 95.75% OUTCOME ------- Status: SUCCESS Completed ticks: 943 Passengers seated: 259/259 Average waiting ticks: 421.84 Longest waiting passenger: P256->9F(LEFT) Longest waiting ticks: 901 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles10-13:occupied=3:anchor=P12:selected=P71:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2017 Maximum occupied tiles: 12 Seat events: 135 Single-blocker events: 41 Multiple-blocker events: 16 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 1933 Maximum occupied tiles: 14 Seat events: 124 Single-blocker events: 35 Multiple-blocker events: 9 Temporary aisle reoccupations: 53 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 90 Reservations granted: 90 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5174 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6489 Total stationary ticks: 113674 Seat-event requests: 273 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 652 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 652 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 272\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 12 DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT ============================================================ Date/Time: 2026-07-16 15:52:32 Experiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 8 Scenario seed: 2451708163553084058 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET Row-zone concentration (diagnostic control): 32.05% Blocker-prone seat share (topology component): 64.86% Aisle-assignment balance: 95.75% OUTCOME ------- Status: SUCCESS Completed ticks: 943 Passengers seated: 259/259 Average waiting ticks: 421.55 Longest waiting passenger: P256->9F(LEFT) Longest waiting ticks: 901 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles10-13:occupied=3:anchor=P12:selected=P71:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2017 Maximum occupied tiles: 12 Seat events: 135 Single-blocker events: 40 Multiple-blocker events: 17 Temporary aisle reoccupations: 74 RIGHT AISLE ----------- Total moves: 1933 Maximum occupied tiles: 14 Seat events: 124 Single-blocker events: 35 Multiple-blocker events: 9 Temporary aisle reoccupations: 53 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 91 Reservations granted: 91 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5229 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6580 Total stationary ticks: 113700 Seat-event requests: 274 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 640 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 640 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 273\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 08 | standardDataset=259/259 (100.00%) | overlapDataset=259/259 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | overlapWorse=false | standardFamily=COMPLETE_CABIN | overlapFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 12 DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT ============================================================ Date/Time: 2026-07-16 15:52:32 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 9 Scenario seed: 7260830704529197968 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 35.42% Blocker-prone seat share (topology component): 75.52% Aisle-assignment balance: 89.58% OUTCOME ------- Status: SUCCESS Completed ticks: 754 Passengers seated: 192/192 Average waiting ticks: 315.99 Longest waiting passenger: P145->3H(RIGHT) Longest waiting ticks: 702 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P60:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 10 Regions dissolved: 1 Repeated reconstructions avoided: 10 Largest region lifetime: 11 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=11 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1277 Maximum occupied tiles: 12 Seat events: 86 Single-blocker events: 13 Multiple-blocker events: 6 Temporary aisle reoccupations: 26 RIGHT AISLE ----------- Total moves: 1496 Maximum occupied tiles: 11 Seat events: 106 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 105 Reservations granted: 102 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3411 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4220 Total stationary ticks: 63467 Seat-event requests: 203 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 413 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 413 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 205\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 12 DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT ============================================================ Date/Time: 2026-07-16 15:52:32 Experiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 9 Scenario seed: 7260830704529197968 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET Row-zone concentration (diagnostic control): 35.42% Blocker-prone seat share (topology component): 75.52% Aisle-assignment balance: 89.58% OUTCOME ------- Status: SUCCESS Completed ticks: 756 Passengers seated: 192/192 Average waiting ticks: 316.08 Longest waiting passenger: P145->3H(RIGHT) Longest waiting ticks: 689 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P60:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 10 Regions dissolved: 1 Repeated reconstructions avoided: 10 Largest region lifetime: 11 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=11 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1277 Maximum occupied tiles: 12 Seat events: 86 Single-blocker events: 13 Multiple-blocker events: 6 Temporary aisle reoccupations: 26 RIGHT AISLE ----------- Total moves: 1496 Maximum occupied tiles: 11 Seat events: 106 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 105 Reservations granted: 102 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3395 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4232 Total stationary ticks: 63471 Seat-event requests: 203 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 433 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 433 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 205\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 09 | standardDataset=192/192 (100.00%) | overlapDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | overlapWorse=false | standardFamily=COMPLETE_CABIN | overlapFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 12 DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT ============================================================ Date/Time: 2026-07-16 15:52:32 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 10 Scenario seed: -447105676847956095 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.36% Blocker-prone seat share (topology component): 59.65% Aisle-assignment balance: 96.49% OUTCOME ------- Status: SUCCESS Completed ticks: 1251 Passengers seated: 342/342 Average waiting ticks: 564.00 Longest waiting passenger: P179->11J(RIGHT) Longest waiting ticks: 1169 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 5 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 6 Selected release potential total: 9 Last cluster decision: RIGHT:tiles10-14:occupied=4:anchor=P314:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 91 Regions dissolved: 4 Repeated reconstructions avoided: 91 Largest region lifetime: 46 Maximum simultaneous active regions: 2 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=46 Confirmation deferral ticks: 5 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 4 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2926 Maximum occupied tiles: 12 Seat events: 165 Single-blocker events: 39 Multiple-blocker events: 30 Temporary aisle reoccupations: 103 RIGHT AISLE ----------- Total moves: 3031 Maximum occupied tiles: 15 Seat events: 177 Single-blocker events: 40 Multiple-blocker events: 31 Temporary aisle reoccupations: 107 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 163 Reservations granted: 162 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7775 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9654 Total stationary ticks: 199662 Seat-event requests: 376 Failed seat-event starts: 34 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 889 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 34 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 889 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 10\nOccupied-space rejections: 41\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 12 DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT ============================================================ Date/Time: 2026-07-16 15:52:32 Experiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 10 Scenario seed: -447105676847956095 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET Row-zone concentration (diagnostic control): 28.36% Blocker-prone seat share (topology component): 59.65% Aisle-assignment balance: 96.49% OUTCOME ------- Status: SUCCESS Completed ticks: 1251 Passengers seated: 342/342 Average waiting ticks: 563.98 Longest waiting passenger: P179->11J(RIGHT) Longest waiting ticks: 1169 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 5 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 6 Selected release potential total: 9 Last cluster decision: RIGHT:tiles10-14:occupied=4:anchor=P314:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 91 Regions dissolved: 4 Repeated reconstructions avoided: 91 Largest region lifetime: 46 Maximum simultaneous active regions: 2 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=46 Confirmation deferral ticks: 5 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 4 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2926 Maximum occupied tiles: 12 Seat events: 165 Single-blocker events: 39 Multiple-blocker events: 30 Temporary aisle reoccupations: 103 RIGHT AISLE ----------- Total moves: 3031 Maximum occupied tiles: 15 Seat events: 177 Single-blocker events: 40 Multiple-blocker events: 31 Temporary aisle reoccupations: 107 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 163 Reservations granted: 162 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7785 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9728 Total stationary ticks: 199681 Seat-event requests: 376 Failed seat-event starts: 34 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 927 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 34 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 927 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 10\nOccupied-space rejections: 41\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 10 | standardDataset=342/342 (100.00%) | overlapDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=4 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | overlapWorse=false | standardFamily=COMPLETE_CABIN | overlapFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 12 DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT ============================================================ Date/Time: 2026-07-16 15:52:32 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 11 Scenario seed: 3638877016897499986 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 29.57% Blocker-prone seat share (topology component): 66.96% Aisle-assignment balance: 99.13% OUTCOME ------- Status: SUCCESS Completed ticks: 804 Passengers seated: 230/230 Average waiting ticks: 370.66 Longest waiting passenger: P111->9B(LEFT) Longest waiting ticks: 763 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1700 Maximum occupied tiles: 11 Seat events: 116 Single-blocker events: 28 Multiple-blocker events: 8 Temporary aisle reoccupations: 44 RIGHT AISLE ----------- Total moves: 1814 Maximum occupied tiles: 13 Seat events: 114 Single-blocker events: 38 Multiple-blocker events: 7 Temporary aisle reoccupations: 52 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 78 Reservations granted: 78 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4669 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5600 Total stationary ticks: 89203 Seat-event requests: 235 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 461 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 461 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 235\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 12 DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT ============================================================ Date/Time: 2026-07-16 15:52:32 Experiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 11 Scenario seed: 3638877016897499986 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET Row-zone concentration (diagnostic control): 29.57% Blocker-prone seat share (topology component): 66.96% Aisle-assignment balance: 99.13% OUTCOME ------- Status: SUCCESS Completed ticks: 804 Passengers seated: 230/230 Average waiting ticks: 370.76 Longest waiting passenger: P111->9B(LEFT) Longest waiting ticks: 763 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1700 Maximum occupied tiles: 11 Seat events: 116 Single-blocker events: 28 Multiple-blocker events: 8 Temporary aisle reoccupations: 44 RIGHT AISLE ----------- Total moves: 1814 Maximum occupied tiles: 13 Seat events: 114 Single-blocker events: 38 Multiple-blocker events: 7 Temporary aisle reoccupations: 52 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 78 Reservations granted: 78 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4644 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5585 Total stationary ticks: 89200 Seat-event requests: 234 Failed seat-event starts: 4 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 472 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 4 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 472 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 234\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 11 | standardDataset=230/230 (100.00%) | overlapDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | overlapWorse=false | standardFamily=COMPLETE_CABIN | overlapFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 12 DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT ============================================================ Date/Time: 2026-07-16 15:52:32 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 12 Scenario seed: -8976697486543855838 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 36.46% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 705 Passengers seated: 192/192 Average waiting ticks: 319.16 Longest waiting passenger: P84->11G(RIGHT) Longest waiting ticks: 676 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: LEFT:tiles9-11:occupied=3:anchor=P136:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 40 Regions dissolved: 2 Repeated reconstructions avoided: 40 Largest region lifetime: 31 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=11 Confirmation deferral ticks: 3 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1421 Maximum occupied tiles: 12 Seat events: 96 Single-blocker events: 23 Multiple-blocker events: 7 Temporary aisle reoccupations: 40 RIGHT AISLE ----------- Total moves: 1396 Maximum occupied tiles: 11 Seat events: 96 Single-blocker events: 19 Multiple-blocker events: 6 Temporary aisle reoccupations: 31 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 100 Reservations granted: 100 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3355 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4022 Total stationary ticks: 63983 Seat-event requests: 201 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 348 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 348 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 199\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 5\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 12 DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT ============================================================ Date/Time: 2026-07-16 15:52:32 Experiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 12 Scenario seed: -8976697486543855838 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET Row-zone concentration (diagnostic control): 36.46% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 705 Passengers seated: 192/192 Average waiting ticks: 319.77 Longest waiting passenger: P84->11G(RIGHT) Longest waiting ticks: 676 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: LEFT:tiles9-11:occupied=3:anchor=P136:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 40 Regions dissolved: 2 Repeated reconstructions avoided: 40 Largest region lifetime: 31 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=11 Confirmation deferral ticks: 3 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1421 Maximum occupied tiles: 12 Seat events: 96 Single-blocker events: 23 Multiple-blocker events: 7 Temporary aisle reoccupations: 40 RIGHT AISLE ----------- Total moves: 1396 Maximum occupied tiles: 11 Seat events: 96 Single-blocker events: 19 Multiple-blocker events: 6 Temporary aisle reoccupations: 31 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 102 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3317 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4055 Total stationary ticks: 64072 Seat-event requests: 203 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 395 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 395 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 201\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 5\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 12 | standardDataset=192/192 (100.00%) | overlapDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=2 | clusterStarts=3 | convertedToSuccess=false | overlapWorse=false | standardFamily=COMPLETE_CABIN | overlapFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 12 DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT ============================================================ Date/Time: 2026-07-16 15:52:32 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 13 Scenario seed: 1058713798284952297 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.12% Blocker-prone seat share (topology component): 61.11% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 1097 Passengers seated: 306/306 Average waiting ticks: 507.68 Longest waiting passenger: P240->4A(LEFT) Longest waiting ticks: 1037 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2758 Maximum occupied tiles: 12 Seat events: 153 Single-blocker events: 44 Multiple-blocker events: 15 Temporary aisle reoccupations: 74 RIGHT AISLE ----------- Total moves: 2622 Maximum occupied tiles: 14 Seat events: 153 Single-blocker events: 37 Multiple-blocker events: 23 Temporary aisle reoccupations: 87 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 132 Reservations granted: 132 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6586 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7836 Total stationary ticks: 160799 Seat-event requests: 318 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 715 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 715 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 318\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 12 DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT ============================================================ Date/Time: 2026-07-16 15:52:32 Experiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 13 Scenario seed: 1058713798284952297 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET Row-zone concentration (diagnostic control): 27.12% Blocker-prone seat share (topology component): 61.11% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 1097 Passengers seated: 306/306 Average waiting ticks: 507.91 Longest waiting passenger: P240->4A(LEFT) Longest waiting ticks: 1037 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2758 Maximum occupied tiles: 12 Seat events: 153 Single-blocker events: 44 Multiple-blocker events: 15 Temporary aisle reoccupations: 74 RIGHT AISLE ----------- Total moves: 2622 Maximum occupied tiles: 14 Seat events: 153 Single-blocker events: 37 Multiple-blocker events: 23 Temporary aisle reoccupations: 87 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 132 Reservations granted: 132 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6487 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7702 Total stationary ticks: 160758 Seat-event requests: 318 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 695 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 695 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 318\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 13 | standardDataset=306/306 (100.00%) | overlapDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | overlapWorse=false | standardFamily=COMPLETE_CABIN | overlapFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 12 DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT ============================================================ Date/Time: 2026-07-16 15:52:32 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 14 Scenario seed: -2382699513390452918 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 824 Passengers seated: 235/235 Average waiting ticks: 380.83 Longest waiting passenger: P179->6D(RIGHT) Longest waiting ticks: 806 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 7 Selected release potential total: 6 Last cluster decision: LEFT:tiles9-14:occupied=6:anchor=P163:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 31 Regions dissolved: 1 Repeated reconstructions avoided: 31 Largest region lifetime: 32 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=32 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1734 Maximum occupied tiles: 13 Seat events: 116 Single-blocker events: 33 Multiple-blocker events: 9 Temporary aisle reoccupations: 53 RIGHT AISLE ----------- Total moves: 1702 Maximum occupied tiles: 14 Seat events: 119 Single-blocker events: 32 Multiple-blocker events: 13 Temporary aisle reoccupations: 60 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 130 Reservations granted: 130 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4717 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5966 Total stationary ticks: 93608 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 576 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 576 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 12 DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT ============================================================ Date/Time: 2026-07-16 15:52:32 Experiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 14 Scenario seed: -2382699513390452918 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 824 Passengers seated: 235/235 Average waiting ticks: 380.91 Longest waiting passenger: P179->6D(RIGHT) Longest waiting ticks: 806 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 7 Selected release potential total: 6 Last cluster decision: LEFT:tiles9-14:occupied=6:anchor=P163:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 31 Regions dissolved: 1 Repeated reconstructions avoided: 31 Largest region lifetime: 32 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=32 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1734 Maximum occupied tiles: 13 Seat events: 116 Single-blocker events: 33 Multiple-blocker events: 9 Temporary aisle reoccupations: 53 RIGHT AISLE ----------- Total moves: 1702 Maximum occupied tiles: 14 Seat events: 119 Single-blocker events: 32 Multiple-blocker events: 13 Temporary aisle reoccupations: 60 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 130 Reservations granted: 130 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4692 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5924 Total stationary ticks: 93596 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 570 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 570 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 247\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 14 | standardDataset=235/235 (100.00%) | overlapDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | overlapWorse=false | standardFamily=COMPLETE_CABIN | overlapFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 12 DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT ============================================================ Date/Time: 2026-07-16 15:52:33 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 15 Scenario seed: 7910158282638001386 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.66% Blocker-prone seat share (topology component): 66.41% Aisle-assignment balance: 94.98% OUTCOME ------- Status: SUCCESS Completed ticks: 956 Passengers seated: 259/259 Average waiting ticks: 429.30 Longest waiting passenger: P57->12B(LEFT) Longest waiting ticks: 922 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2045 Maximum occupied tiles: 13 Seat events: 136 Single-blocker events: 37 Multiple-blocker events: 14 Temporary aisle reoccupations: 65 RIGHT AISLE ----------- Total moves: 1932 Maximum occupied tiles: 12 Seat events: 123 Single-blocker events: 32 Multiple-blocker events: 10 Temporary aisle reoccupations: 52 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 88 Reservations granted: 86 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5119 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6204 Total stationary ticks: 115474 Seat-event requests: 266 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 557 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 557 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 268\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 12 DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT ============================================================ Date/Time: 2026-07-16 15:52:33 Experiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 15 Scenario seed: 7910158282638001386 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET Row-zone concentration (diagnostic control): 31.66% Blocker-prone seat share (topology component): 66.41% Aisle-assignment balance: 94.98% OUTCOME ------- Status: SUCCESS Completed ticks: 956 Passengers seated: 259/259 Average waiting ticks: 429.60 Longest waiting passenger: P57->12B(LEFT) Longest waiting ticks: 922 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2045 Maximum occupied tiles: 13 Seat events: 136 Single-blocker events: 37 Multiple-blocker events: 14 Temporary aisle reoccupations: 65 RIGHT AISLE ----------- Total moves: 1932 Maximum occupied tiles: 12 Seat events: 123 Single-blocker events: 31 Multiple-blocker events: 11 Temporary aisle reoccupations: 53 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 87 Reservations granted: 86 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5092 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6158 Total stationary ticks: 115513 Seat-event requests: 266 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 552 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 552 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 267\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 15 | standardDataset=259/259 (100.00%) | overlapDataset=259/259 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | overlapWorse=false | standardFamily=COMPLETE_CABIN | overlapFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 12 DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT ============================================================ Date/Time: 2026-07-16 15:52:33 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 16 Scenario seed: 7835976452476775241 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.04% Blocker-prone seat share (topology component): 66.52% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 837 Passengers seated: 230/230 Average waiting ticks: 384.82 Longest waiting passenger: P49->16A(LEFT) Longest waiting ticks: 780 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles16-18:occupied=3:anchor=P49:selected=P151:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1782 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 28 Multiple-blocker events: 8 Temporary aisle reoccupations: 44 RIGHT AISLE ----------- Total moves: 1724 Maximum occupied tiles: 10 Seat events: 115 Single-blocker events: 33 Multiple-blocker events: 9 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 79 Reservations granted: 79 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4064 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4973 Total stationary ticks: 91828 Seat-event requests: 239 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 468 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 468 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 238\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 12 DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT ============================================================ Date/Time: 2026-07-16 15:52:33 Experiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 16 Scenario seed: 7835976452476775241 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET Row-zone concentration (diagnostic control): 33.04% Blocker-prone seat share (topology component): 66.52% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 835 Passengers seated: 230/230 Average waiting ticks: 383.97 Longest waiting passenger: P49->16A(LEFT) Longest waiting ticks: 779 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles16-18:occupied=3:anchor=P49:selected=P151:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1782 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 28 Multiple-blocker events: 8 Temporary aisle reoccupations: 44 RIGHT AISLE ----------- Total moves: 1724 Maximum occupied tiles: 10 Seat events: 115 Single-blocker events: 33 Multiple-blocker events: 9 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 78 Reservations granted: 78 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4146 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5023 Total stationary ticks: 91701 Seat-event requests: 239 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 450 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 450 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 238\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 16 | standardDataset=230/230 (100.00%) | overlapDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | overlapWorse=false | standardFamily=COMPLETE_CABIN | overlapFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 12 DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT ============================================================ Date/Time: 2026-07-16 15:52:33 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 17 Scenario seed: -5603982636816805098 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.77% Blocker-prone seat share (topology component): 74.12% Aisle-assignment balance: 96.49% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2329 Passengers seated: 226/228 Average waiting ticks: 384.43 Longest waiting passenger: P22->29F(LEFT) Longest waiting ticks: 2256 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 24 Regions dissolved: 2 Repeated reconstructions avoided: 24 Largest region lifetime: 17 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=17 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1590 Maximum occupied tiles: 12 Seat events: 116 Single-blocker events: 23 Multiple-blocker events: 10 Temporary aisle reoccupations: 46 RIGHT AISLE ----------- Total moves: 1694 Maximum occupied tiles: 13 Seat events: 110 Single-blocker events: 28 Multiple-blocker events: 7 Temporary aisle reoccupations: 44 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1648 Reservations granted: 1639 Reservations denied/waited: 9 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3986 Longest unresolved passenger ID: 47 Longest unresolved row: 29 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P47(29B/LEFT) -> P22(29F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 47 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 8174 Total stationary ticks: 92549 Seat-event requests: 1757 Failed seat-event starts: 1531 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 22 Critical blocker identity: P22->29F(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P22(29F/LEFT/WAITING_FOR_SEAT_EVENT) P47(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1519 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 3 Critical blocker required yield tiles: 30|31|32 Critical blocker unavailable yield tiles: 31|32 Critical blocker yield-tile occupants: -1|-1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 12 Rear-boundary failures: 1519 Middle-bank reservation failures: 9 Active-event deferrals: 553 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 30|31|32 Current unavailable yield tiles: 31|32 Current yield-tile occupants: -1|-1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 7\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 12 DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT ============================================================ Date/Time: 2026-07-16 15:52:33 Experiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 17 Scenario seed: -5603982636816805098 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET Row-zone concentration (diagnostic control): 33.77% Blocker-prone seat share (topology component): 74.12% Aisle-assignment balance: 96.49% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2329 Passengers seated: 226/228 Average waiting ticks: 383.68 Longest waiting passenger: P22->29F(LEFT) Longest waiting ticks: 2256 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 24 Regions dissolved: 2 Repeated reconstructions avoided: 24 Largest region lifetime: 17 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=17 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1590 Maximum occupied tiles: 12 Seat events: 116 Single-blocker events: 23 Multiple-blocker events: 10 Temporary aisle reoccupations: 46 RIGHT AISLE ----------- Total moves: 1694 Maximum occupied tiles: 13 Seat events: 110 Single-blocker events: 28 Multiple-blocker events: 7 Temporary aisle reoccupations: 44 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1647 Reservations granted: 1640 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3984 Longest unresolved passenger ID: 47 Longest unresolved row: 29 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P47(29B/LEFT) -> P22(29F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 47 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 8223 Total stationary ticks: 92398 Seat-event requests: 1758 Failed seat-event starts: 1532 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 22 Critical blocker identity: P22->29F(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P22(29F/LEFT/WAITING_FOR_SEAT_EVENT) P47(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1520 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 3 Critical blocker required yield tiles: 30|31|32 Critical blocker unavailable yield tiles: 31|32 Critical blocker yield-tile occupants: -1|-1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 12 Rear-boundary failures: 1520 Middle-bank reservation failures: 7 Active-event deferrals: 582 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 30|31|32 Current unavailable yield tiles: 31|32 Current yield-tile occupants: -1|-1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1764\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 7\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 17 | standardDataset=226/228 (99.12%) | overlapDataset=226/228 (99.12%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=2 | convertedToSuccess=false | overlapWorse=false | standardFamily=REAR_BOUNDARY_LOCK | overlapFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 12 DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT ============================================================ Date/Time: 2026-07-16 15:52:33 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 18 Scenario seed: -29016899169270240 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1018 Passengers seated: 282/282 Average waiting ticks: 460.86 Longest waiting passenger: P39->31A(LEFT) Longest waiting ticks: 950 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2171 Maximum occupied tiles: 11 Seat events: 144 Single-blocker events: 41 Multiple-blocker events: 12 Temporary aisle reoccupations: 65 RIGHT AISLE ----------- Total moves: 2188 Maximum occupied tiles: 11 Seat events: 138 Single-blocker events: 39 Multiple-blocker events: 20 Temporary aisle reoccupations: 79 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 101 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5629 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7092 Total stationary ticks: 134758 Seat-event requests: 293 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 749 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 749 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 293\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 12 DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT ============================================================ Date/Time: 2026-07-16 15:52:33 Experiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 18 Scenario seed: -29016899169270240 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1018 Passengers seated: 282/282 Average waiting ticks: 460.74 Longest waiting passenger: P39->31A(LEFT) Longest waiting ticks: 950 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2171 Maximum occupied tiles: 11 Seat events: 144 Single-blocker events: 41 Multiple-blocker events: 12 Temporary aisle reoccupations: 65 RIGHT AISLE ----------- Total moves: 2188 Maximum occupied tiles: 11 Seat events: 138 Single-blocker events: 39 Multiple-blocker events: 20 Temporary aisle reoccupations: 79 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 101 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5669 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7097 Total stationary ticks: 134763 Seat-event requests: 293 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 723 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 723 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 293\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 18 | standardDataset=282/282 (100.00%) | overlapDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | overlapWorse=false | standardFamily=COMPLETE_CABIN | overlapFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 12 DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT ============================================================ Date/Time: 2026-07-16 15:52:33 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 19 Scenario seed: -1022932693840430131 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.20% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 99.72% OUTCOME ------- Status: SUCCESS Completed ticks: 1270 Passengers seated: 353/353 Average waiting ticks: 595.20 Longest waiting passenger: P228->31D(RIGHT) Longest waiting ticks: 1217 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 5 Clusters detected: 5 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: RIGHT:region=R5:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 5 Region updates: 107 Regions dissolved: 5 Repeated reconstructions avoided: 107 Largest region lifetime: 32 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R5:lifetime=8 Confirmation deferral ticks: 7 Regions reaching confirmation: 2 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3031 Maximum occupied tiles: 15 Seat events: 176 Single-blocker events: 50 Multiple-blocker events: 27 Temporary aisle reoccupations: 110 RIGHT AISLE ----------- Total moves: 3177 Maximum occupied tiles: 13 Seat events: 177 Single-blocker events: 51 Multiple-blocker events: 34 Temporary aisle reoccupations: 129 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 160 Reservations granted: 158 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7492 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9457 Total stationary ticks: 216460 Seat-event requests: 384 Failed seat-event starts: 31 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 994 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 31 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 994 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 11\nOccupied-space rejections: 37\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 12 DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT ============================================================ Date/Time: 2026-07-16 15:52:33 Experiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 19 Scenario seed: -1022932693840430131 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET Row-zone concentration (diagnostic control): 27.20% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 99.72% OUTCOME ------- Status: SUCCESS Completed ticks: 1270 Passengers seated: 353/353 Average waiting ticks: 595.31 Longest waiting passenger: P228->31D(RIGHT) Longest waiting ticks: 1217 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: RIGHT:region=R4:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 80 Regions dissolved: 4 Repeated reconstructions avoided: 80 Largest region lifetime: 32 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=8 Confirmation deferral ticks: 6 Regions reaching confirmation: 2 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3031 Maximum occupied tiles: 14 Seat events: 176 Single-blocker events: 50 Multiple-blocker events: 27 Temporary aisle reoccupations: 110 RIGHT AISLE ----------- Total moves: 3177 Maximum occupied tiles: 13 Seat events: 177 Single-blocker events: 51 Multiple-blocker events: 34 Temporary aisle reoccupations: 129 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 158 Reservations granted: 157 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7459 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9384 Total stationary ticks: 216430 Seat-event requests: 383 Failed seat-event starts: 30 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 994 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 30 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 994 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 11\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 19 | standardDataset=353/353 (100.00%) | overlapDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=4 | clusterSelections=2 | clusterStarts=3 | convertedToSuccess=false | overlapWorse=false | standardFamily=COMPLETE_CABIN | overlapFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 12 DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT ============================================================ Date/Time: 2026-07-16 15:52:33 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 20 Scenario seed: 7778104721219760133 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.66% Blocker-prone seat share (topology component): 65.69% Aisle-assignment balance: 98.54% OUTCOME ------- Status: SUCCESS Completed ticks: 989 Passengers seated: 274/274 Average waiting ticks: 448.40 Longest waiting passenger: P182->28I(RIGHT) Longest waiting ticks: 944 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2133 Maximum occupied tiles: 13 Seat events: 135 Single-blocker events: 28 Multiple-blocker events: 11 Temporary aisle reoccupations: 50 RIGHT AISLE ----------- Total moves: 2076 Maximum occupied tiles: 12 Seat events: 139 Single-blocker events: 35 Multiple-blocker events: 18 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 92 Reservations granted: 92 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5548 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6972 Total stationary ticks: 127697 Seat-event requests: 284 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 677 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 677 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 284\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 12 DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT ============================================================ Date/Time: 2026-07-16 15:52:33 Experiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 20 Scenario seed: 7778104721219760133 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET Row-zone concentration (diagnostic control): 30.66% Blocker-prone seat share (topology component): 65.69% Aisle-assignment balance: 98.54% OUTCOME ------- Status: SUCCESS Completed ticks: 989 Passengers seated: 274/274 Average waiting ticks: 448.46 Longest waiting passenger: P182->28I(RIGHT) Longest waiting ticks: 944 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2133 Maximum occupied tiles: 13 Seat events: 135 Single-blocker events: 27 Multiple-blocker events: 12 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 2076 Maximum occupied tiles: 12 Seat events: 139 Single-blocker events: 35 Multiple-blocker events: 18 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 92 Reservations granted: 92 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5553 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6940 Total stationary ticks: 127687 Seat-event requests: 284 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 670 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 670 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 284\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 20 | standardDataset=274/274 (100.00%) | overlapDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | overlapWorse=false | standardFamily=COMPLETE_CABIN | overlapFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 12 DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT ============================================================ Date/Time: 2026-07-16 15:52:33 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 21 Scenario seed: -6050252773158139437 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.90% Blocker-prone seat share (topology component): 75.52% Aisle-assignment balance: 98.96% OUTCOME ------- Status: SUCCESS Completed ticks: 686 Passengers seated: 192/192 Average waiting ticks: 311.75 Longest waiting passenger: P131->5H(RIGHT) Longest waiting ticks: 644 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1430 Maximum occupied tiles: 11 Seat events: 95 Single-blocker events: 26 Multiple-blocker events: 4 Temporary aisle reoccupations: 34 RIGHT AISLE ----------- Total moves: 1368 Maximum occupied tiles: 11 Seat events: 97 Single-blocker events: 22 Multiple-blocker events: 5 Temporary aisle reoccupations: 32 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 97 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3532 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4379 Total stationary ticks: 62831 Seat-event requests: 195 Failed seat-event starts: 3 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 442 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 3 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 442 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 195\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 12 DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT ============================================================ Date/Time: 2026-07-16 15:52:33 Experiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 21 Scenario seed: -6050252773158139437 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET Row-zone concentration (diagnostic control): 34.90% Blocker-prone seat share (topology component): 75.52% Aisle-assignment balance: 98.96% OUTCOME ------- Status: SUCCESS Completed ticks: 686 Passengers seated: 192/192 Average waiting ticks: 311.52 Longest waiting passenger: P57->10B(LEFT) Longest waiting ticks: 642 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1430 Maximum occupied tiles: 11 Seat events: 95 Single-blocker events: 26 Multiple-blocker events: 4 Temporary aisle reoccupations: 34 RIGHT AISLE ----------- Total moves: 1368 Maximum occupied tiles: 11 Seat events: 97 Single-blocker events: 22 Multiple-blocker events: 5 Temporary aisle reoccupations: 32 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 97 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3585 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4418 Total stationary ticks: 62835 Seat-event requests: 195 Failed seat-event starts: 3 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 432 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 3 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 432 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 195\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 21 | standardDataset=192/192 (100.00%) | overlapDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | overlapWorse=false | standardFamily=COMPLETE_CABIN | overlapFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 12 DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT ============================================================ Date/Time: 2026-07-16 15:52:33 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 22 Scenario seed: -7549248447377455043 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.43% Blocker-prone seat share (topology component): 60.46% Aisle-assignment balance: 98.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1115 Passengers seated: 306/306 Average waiting ticks: 511.00 Longest waiting passenger: P126->23H(RIGHT) Longest waiting ticks: 1059 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: LEFT:tiles22-26:occupied=4:anchor=P169:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 16 Regions dissolved: 1 Repeated reconstructions avoided: 16 Largest region lifetime: 17 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=17 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2720 Maximum occupied tiles: 13 Seat events: 150 Single-blocker events: 49 Multiple-blocker events: 12 Temporary aisle reoccupations: 74 RIGHT AISLE ----------- Total moves: 2575 Maximum occupied tiles: 12 Seat events: 156 Single-blocker events: 35 Multiple-blocker events: 19 Temporary aisle reoccupations: 77 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 128 Reservations granted: 128 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6519 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8050 Total stationary ticks: 161843 Seat-event requests: 321 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 882 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 882 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 320\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 12 DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT ============================================================ Date/Time: 2026-07-16 15:52:33 Experiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 22 Scenario seed: -7549248447377455043 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET Row-zone concentration (diagnostic control): 28.43% Blocker-prone seat share (topology component): 60.46% Aisle-assignment balance: 98.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1115 Passengers seated: 306/306 Average waiting ticks: 510.21 Longest waiting passenger: P126->23H(RIGHT) Longest waiting ticks: 1059 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: LEFT:tiles22-26:occupied=4:anchor=P169:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 16 Regions dissolved: 1 Repeated reconstructions avoided: 16 Largest region lifetime: 17 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=17 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2720 Maximum occupied tiles: 13 Seat events: 150 Single-blocker events: 50 Multiple-blocker events: 12 Temporary aisle reoccupations: 75 RIGHT AISLE ----------- Total moves: 2575 Maximum occupied tiles: 12 Seat events: 156 Single-blocker events: 34 Multiple-blocker events: 19 Temporary aisle reoccupations: 76 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 128 Reservations granted: 128 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6613 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8158 Total stationary ticks: 161721 Seat-event requests: 321 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 869 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 869 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 320\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 22 | standardDataset=306/306 (100.00%) | overlapDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | overlapWorse=false | standardFamily=COMPLETE_CABIN | overlapFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 12 DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT ============================================================ Date/Time: 2026-07-16 15:52:33 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 23 Scenario seed: 4519082988640820556 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.77% Blocker-prone seat share (topology component): 75.44% Aisle-assignment balance: 96.49% OUTCOME ------- Status: SUCCESS Completed ticks: 825 Passengers seated: 228/228 Average waiting ticks: 367.85 Longest waiting passenger: P154->11C(RIGHT) Longest waiting ticks: 787 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1559 Maximum occupied tiles: 14 Seat events: 110 Single-blocker events: 28 Multiple-blocker events: 14 Temporary aisle reoccupations: 59 RIGHT AISLE ----------- Total moves: 1754 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 29 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 123 Reservations granted: 123 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4498 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5596 Total stationary ticks: 87691 Seat-event requests: 238 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 544 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 544 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 238\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 12 DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT ============================================================ Date/Time: 2026-07-16 15:52:33 Experiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 23 Scenario seed: 4519082988640820556 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET Row-zone concentration (diagnostic control): 33.77% Blocker-prone seat share (topology component): 75.44% Aisle-assignment balance: 96.49% OUTCOME ------- Status: SUCCESS Completed ticks: 825 Passengers seated: 228/228 Average waiting ticks: 367.79 Longest waiting passenger: P154->11C(RIGHT) Longest waiting ticks: 787 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1559 Maximum occupied tiles: 14 Seat events: 110 Single-blocker events: 29 Multiple-blocker events: 14 Temporary aisle reoccupations: 60 RIGHT AISLE ----------- Total moves: 1754 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 28 Multiple-blocker events: 12 Temporary aisle reoccupations: 54 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 123 Reservations granted: 123 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4533 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5617 Total stationary ticks: 87701 Seat-event requests: 238 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 538 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 538 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 238\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 23 | standardDataset=228/228 (100.00%) | overlapDataset=228/228 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | overlapWorse=false | standardFamily=COMPLETE_CABIN | overlapFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 12 DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT ============================================================ Date/Time: 2026-07-16 15:52:33 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 24 Scenario seed: 4297087376607226005 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.66% Blocker-prone seat share (topology component): 66.79% Aisle-assignment balance: 99.27% OUTCOME ------- Status: SUCCESS Completed ticks: 970 Passengers seated: 274/274 Average waiting ticks: 452.86 Longest waiting passenger: P54->10G(RIGHT) Longest waiting ticks: 925 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: RIGHT:tiles23-26:occupied=4:anchor=P246:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 22 Regions dissolved: 1 Repeated reconstructions avoided: 22 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=23 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2167 Maximum occupied tiles: 12 Seat events: 138 Single-blocker events: 39 Multiple-blocker events: 14 Temporary aisle reoccupations: 67 RIGHT AISLE ----------- Total moves: 2041 Maximum occupied tiles: 12 Seat events: 136 Single-blocker events: 37 Multiple-blocker events: 11 Temporary aisle reoccupations: 59 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 93 Reservations granted: 93 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5016 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6316 Total stationary ticks: 128215 Seat-event requests: 287 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 710 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 710 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 286\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 12 DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT ============================================================ Date/Time: 2026-07-16 15:52:33 Experiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 24 Scenario seed: 4297087376607226005 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET Row-zone concentration (diagnostic control): 30.66% Blocker-prone seat share (topology component): 66.79% Aisle-assignment balance: 99.27% OUTCOME ------- Status: SUCCESS Completed ticks: 969 Passengers seated: 274/274 Average waiting ticks: 451.53 Longest waiting passenger: P54->10G(RIGHT) Longest waiting ticks: 925 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2167 Maximum occupied tiles: 12 Seat events: 138 Single-blocker events: 39 Multiple-blocker events: 14 Temporary aisle reoccupations: 67 RIGHT AISLE ----------- Total moves: 2041 Maximum occupied tiles: 12 Seat events: 136 Single-blocker events: 37 Multiple-blocker events: 11 Temporary aisle reoccupations: 59 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 89 Reservations granted: 89 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5045 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6272 Total stationary ticks: 127857 Seat-event requests: 283 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 675 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 675 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 283\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 24 | standardDataset=274/274 (100.00%) | overlapDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | overlapWorse=false | standardFamily=COMPLETE_CABIN | overlapFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 12 DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT ============================================================ Date/Time: 2026-07-16 15:52:33 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 25 Scenario seed: -1618752062860107760 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.39% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 90.20% OUTCOME ------- Status: SUCCESS Completed ticks: 797 Passengers seated: 204/204 Average waiting ticks: 336.86 Longest waiting passenger: P145->11G(RIGHT) Longest waiting ticks: 754 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 7 Regions dissolved: 1 Repeated reconstructions avoided: 7 Largest region lifetime: 8 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=8 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1366 Maximum occupied tiles: 11 Seat events: 92 Single-blocker events: 18 Multiple-blocker events: 3 Temporary aisle reoccupations: 24 RIGHT AISLE ----------- Total moves: 1550 Maximum occupied tiles: 14 Seat events: 112 Single-blocker events: 34 Multiple-blocker events: 14 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 110 Reservations granted: 108 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3670 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4541 Total stationary ticks: 71737 Seat-event requests: 212 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 442 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 442 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 214\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 2\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 12 DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT ============================================================ Date/Time: 2026-07-16 15:52:33 Experiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 25 Scenario seed: -1618752062860107760 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET Row-zone concentration (diagnostic control): 30.39% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 90.20% OUTCOME ------- Status: SUCCESS Completed ticks: 798 Passengers seated: 204/204 Average waiting ticks: 338.41 Longest waiting passenger: P145->11G(RIGHT) Longest waiting ticks: 755 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 7 Regions dissolved: 1 Repeated reconstructions avoided: 7 Largest region lifetime: 8 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=8 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1366 Maximum occupied tiles: 11 Seat events: 92 Single-blocker events: 19 Multiple-blocker events: 3 Temporary aisle reoccupations: 25 RIGHT AISLE ----------- Total moves: 1550 Maximum occupied tiles: 14 Seat events: 112 Single-blocker events: 33 Multiple-blocker events: 14 Temporary aisle reoccupations: 65 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 109 Reservations granted: 108 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3608 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4508 Total stationary ticks: 72005 Seat-event requests: 212 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 458 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 458 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 213\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 2\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 25 | standardDataset=204/204 (100.00%) | overlapDataset=204/204 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | overlapWorse=false | standardFamily=COMPLETE_CABIN | overlapFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 12 DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT ============================================================ Date/Time: 2026-07-16 15:52:33 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 26 Scenario seed: 7637717698422060553 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.07% Blocker-prone seat share (topology component): 59.36% Aisle-assignment balance: 94.15% OUTCOME ------- Status: SUCCESS Completed ticks: 1276 Passengers seated: 342/342 Average waiting ticks: 566.26 Longest waiting passenger: P248->26A(LEFT) Longest waiting ticks: 1229 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 4 Largest detected cluster: 4 Selected release potential total: 5 Last cluster decision: LEFT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 48 Regions dissolved: 3 Repeated reconstructions avoided: 48 Largest region lifetime: 31 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=31 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3173 Maximum occupied tiles: 15 Seat events: 181 Single-blocker events: 46 Multiple-blocker events: 25 Temporary aisle reoccupations: 103 RIGHT AISLE ----------- Total moves: 2795 Maximum occupied tiles: 13 Seat events: 161 Single-blocker events: 49 Multiple-blocker events: 23 Temporary aisle reoccupations: 98 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 161 Reservations granted: 161 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7578 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9483 Total stationary ticks: 200246 Seat-event requests: 371 Failed seat-event starts: 29 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 924 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 29 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 924 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 369\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 9\nOccupied-space rejections: 37\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 12 DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT ============================================================ Date/Time: 2026-07-16 15:52:33 Experiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 26 Scenario seed: 7637717698422060553 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET Row-zone concentration (diagnostic control): 28.07% Blocker-prone seat share (topology component): 59.36% Aisle-assignment balance: 94.15% OUTCOME ------- Status: SUCCESS Completed ticks: 1275 Passengers seated: 342/342 Average waiting ticks: 565.77 Longest waiting passenger: P248->26A(LEFT) Longest waiting ticks: 1228 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 4 Largest detected cluster: 4 Selected release potential total: 5 Last cluster decision: LEFT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 48 Regions dissolved: 3 Repeated reconstructions avoided: 48 Largest region lifetime: 31 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=31 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3173 Maximum occupied tiles: 15 Seat events: 181 Single-blocker events: 46 Multiple-blocker events: 25 Temporary aisle reoccupations: 103 RIGHT AISLE ----------- Total moves: 2795 Maximum occupied tiles: 13 Seat events: 161 Single-blocker events: 49 Multiple-blocker events: 23 Temporary aisle reoccupations: 98 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 161 Reservations granted: 161 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7583 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9435 Total stationary ticks: 200060 Seat-event requests: 371 Failed seat-event starts: 29 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 899 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 29 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 899 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 369\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 9\nOccupied-space rejections: 37\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 26 | standardDataset=342/342 (100.00%) | overlapDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=2 | clusterStarts=4 | convertedToSuccess=false | overlapWorse=false | standardFamily=COMPLETE_CABIN | overlapFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 12 DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT ============================================================ Date/Time: 2026-07-16 15:52:33 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 27 Scenario seed: 7038436515696686281 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 75.46% Aisle-assignment balance: 97.22% OUTCOME ------- Status: SUCCESS Completed ticks: 784 Passengers seated: 216/216 Average waiting ticks: 348.83 Longest waiting passenger: P24->8D(LEFT) Longest waiting ticks: 747 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles11-13:occupied=3:anchor=P209:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 10 Regions dissolved: 1 Repeated reconstructions avoided: 10 Largest region lifetime: 11 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=11 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1681 Maximum occupied tiles: 14 Seat events: 111 Single-blocker events: 29 Multiple-blocker events: 17 Temporary aisle reoccupations: 67 RIGHT AISLE ----------- Total moves: 1464 Maximum occupied tiles: 11 Seat events: 105 Single-blocker events: 24 Multiple-blocker events: 8 Temporary aisle reoccupations: 42 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 123 Reservations granted: 120 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4157 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5218 Total stationary ticks: 78912 Seat-event requests: 228 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 475 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 475 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 230\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 12 DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT ============================================================ Date/Time: 2026-07-16 15:52:33 Experiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 27 Scenario seed: 7038436515696686281 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 75.46% Aisle-assignment balance: 97.22% OUTCOME ------- Status: SUCCESS Completed ticks: 784 Passengers seated: 216/216 Average waiting ticks: 348.75 Longest waiting passenger: P24->8D(LEFT) Longest waiting ticks: 747 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles11-13:occupied=3:anchor=P209:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 10 Regions dissolved: 1 Repeated reconstructions avoided: 10 Largest region lifetime: 11 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=11 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1681 Maximum occupied tiles: 14 Seat events: 111 Single-blocker events: 29 Multiple-blocker events: 17 Temporary aisle reoccupations: 67 RIGHT AISLE ----------- Total moves: 1464 Maximum occupied tiles: 11 Seat events: 105 Single-blocker events: 24 Multiple-blocker events: 8 Temporary aisle reoccupations: 42 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 123 Reservations granted: 120 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4197 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5239 Total stationary ticks: 78918 Seat-event requests: 228 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 473 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 473 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 230\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 27 | standardDataset=216/216 (100.00%) | overlapDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | overlapWorse=false | standardFamily=COMPLETE_CABIN | overlapFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 12 DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT ============================================================ Date/Time: 2026-07-16 15:52:33 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 28 Scenario seed: 3504961108606988885 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.66% Blocker-prone seat share (topology component): 66.06% Aisle-assignment balance: 96.35% OUTCOME ------- Status: SUCCESS Completed ticks: 1007 Passengers seated: 274/274 Average waiting ticks: 452.16 Longest waiting passenger: P162->5H(RIGHT) Longest waiting ticks: 957 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles22-24:occupied=3:anchor=P175:selected=P83:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 15 Regions dissolved: 1 Repeated reconstructions avoided: 15 Largest region lifetime: 16 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=16 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2061 Maximum occupied tiles: 13 Seat events: 132 Single-blocker events: 31 Multiple-blocker events: 15 Temporary aisle reoccupations: 61 RIGHT AISLE ----------- Total moves: 2167 Maximum occupied tiles: 14 Seat events: 142 Single-blocker events: 39 Multiple-blocker events: 13 Temporary aisle reoccupations: 65 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 94 Reservations granted: 93 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5286 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6678 Total stationary ticks: 128384 Seat-event requests: 287 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 693 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 693 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 287\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 12 DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT ============================================================ Date/Time: 2026-07-16 15:52:33 Experiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 28 Scenario seed: 3504961108606988885 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET Row-zone concentration (diagnostic control): 30.66% Blocker-prone seat share (topology component): 66.06% Aisle-assignment balance: 96.35% OUTCOME ------- Status: SUCCESS Completed ticks: 1009 Passengers seated: 274/274 Average waiting ticks: 454.15 Longest waiting passenger: P162->5H(RIGHT) Longest waiting ticks: 959 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles22-24:occupied=3:anchor=P175:selected=P83:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 15 Regions dissolved: 1 Repeated reconstructions avoided: 15 Largest region lifetime: 16 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=16 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2061 Maximum occupied tiles: 13 Seat events: 132 Single-blocker events: 31 Multiple-blocker events: 15 Temporary aisle reoccupations: 61 RIGHT AISLE ----------- Total moves: 2167 Maximum occupied tiles: 14 Seat events: 142 Single-blocker events: 39 Multiple-blocker events: 13 Temporary aisle reoccupations: 65 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 95 Reservations granted: 93 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5214 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6617 Total stationary ticks: 128832 Seat-event requests: 287 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 722 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 722 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 288\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 28 | standardDataset=274/274 (100.00%) | overlapDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | overlapWorse=false | standardFamily=COMPLETE_CABIN | overlapFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 12 DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT ============================================================ Date/Time: 2026-07-16 15:52:33 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 29 Scenario seed: 8058727884467314553 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.39% Blocker-prone seat share (topology component): 67.52% Aisle-assignment balance: 95.62% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2418 Passengers seated: 258/274 Average waiting ticks: 468.27 Longest waiting passenger: P89->18D(RIGHT) Longest waiting ticks: 2380 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 24 Cluster candidates evaluated: 47 Executable cluster candidates: 10 Rejected cluster candidates: 37 Cluster selections: 6 Cluster-selected events started: 6 Largest detected cluster: 16 Selected release potential total: 26 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1839 Regions dissolved: 2 Repeated reconstructions avoided: 1839 Largest region lifetime: 1771 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1771:occupied=16 Confirmation deferral ticks: 5 Regions reaching confirmation: 3 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1566 State changes reopening evaluation: 21 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2020 Maximum occupied tiles: 14 Seat events: 131 Single-blocker events: 43 Multiple-blocker events: 8 Temporary aisle reoccupations: 59 RIGHT AISLE ----------- Total moves: 2227 Maximum occupied tiles: 22 Seat events: 127 Single-blocker events: 40 Multiple-blocker events: 10 Temporary aisle reoccupations: 60 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1630 Reservations granted: 1627 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 12 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 19602 Longest unresolved passenger ID: 90 Longest unresolved row: 32 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 9 Longest dependency chain: P137(25E/RIGHT) -> P94(27G/RIGHT) -> P190(24F/RIGHT) -> P24(25I/RIGHT) -> P88(28D/RIGHT) -> P102(27F/RIGHT) -> P87(31H/RIGHT) -> P184(31D/RIGHT) -> P20(28I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 137 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 12 Total blocked ticks: 32482 Total stationary ticks: 151925 Seat-event requests: 1882 Failed seat-event starts: 1624 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 20 Critical blocker identity: P20->28I(RIGHT) Direct fan-out: 1 Total indirect descendants: 8 Critical tree size including blocker: 9 Critical tree depth: 9 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 16 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 7 Critical blocker tree: P20(28I/RIGHT/WAITING_FOR_SEAT_EVENT) P184(31D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P87(31H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P102(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P88(28D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P24(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P190(24F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P94(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P137(25E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1605 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 29|30 Critical blocker unavailable yield tiles: 29|30 Critical blocker yield-tile occupants: 13|153 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 3 Yield-tile occupied failures: 1605 Rear-boundary failures: 19 Middle-bank reservation failures: 3 Active-event deferrals: 1075 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 2 Trace length: 2 Yield-occupant trace: yieldOccupant[13]: P13(31G/RIGHT/MOVING_IN_AISLE@tile29) -> P153(30E/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[153]: P153(30E/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P153->30E(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P13{seat=31G,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=29,directBlocker=153,lastMoveTick=698,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P153{seat=30E,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=648,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 29|30 Current unavailable yield tiles: 29|30 Current yield-tile occupants: 13|153 Final row-event chain: 20|13|153 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 4 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1880\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 7\nOccupied-space rejections: 3201\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 12 DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT ============================================================ Date/Time: 2026-07-16 15:52:33 Experiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 29 Scenario seed: 8058727884467314553 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET Row-zone concentration (diagnostic control): 31.39% Blocker-prone seat share (topology component): 67.52% Aisle-assignment balance: 95.62% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2418 Passengers seated: 258/274 Average waiting ticks: 468.33 Longest waiting passenger: P89->18D(RIGHT) Longest waiting ticks: 2380 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 24 Cluster candidates evaluated: 47 Executable cluster candidates: 10 Rejected cluster candidates: 37 Cluster selections: 6 Cluster-selected events started: 6 Largest detected cluster: 16 Selected release potential total: 26 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1839 Regions dissolved: 2 Repeated reconstructions avoided: 1839 Largest region lifetime: 1771 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1771:occupied=16 Confirmation deferral ticks: 5 Regions reaching confirmation: 3 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1566 State changes reopening evaluation: 21 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2020 Maximum occupied tiles: 14 Seat events: 131 Single-blocker events: 44 Multiple-blocker events: 8 Temporary aisle reoccupations: 60 RIGHT AISLE ----------- Total moves: 2227 Maximum occupied tiles: 22 Seat events: 127 Single-blocker events: 41 Multiple-blocker events: 9 Temporary aisle reoccupations: 59 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1629 Reservations granted: 1627 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 12 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 19611 Longest unresolved passenger ID: 90 Longest unresolved row: 32 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 9 Longest dependency chain: P137(25E/RIGHT) -> P94(27G/RIGHT) -> P190(24F/RIGHT) -> P24(25I/RIGHT) -> P88(28D/RIGHT) -> P102(27F/RIGHT) -> P87(31H/RIGHT) -> P184(31D/RIGHT) -> P20(28I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 137 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 12 Total blocked ticks: 32469 Total stationary ticks: 151922 Seat-event requests: 1882 Failed seat-event starts: 1624 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 20 Critical blocker identity: P20->28I(RIGHT) Direct fan-out: 1 Total indirect descendants: 8 Critical tree size including blocker: 9 Critical tree depth: 9 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 16 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 7 Critical blocker tree: P20(28I/RIGHT/WAITING_FOR_SEAT_EVENT) P184(31D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P87(31H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P102(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P88(28D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P24(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P190(24F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P94(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P137(25E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1605 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 29|30 Critical blocker unavailable yield tiles: 29|30 Critical blocker yield-tile occupants: 13|153 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 3 Yield-tile occupied failures: 1605 Rear-boundary failures: 19 Middle-bank reservation failures: 2 Active-event deferrals: 1085 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 2 Trace length: 2 Yield-occupant trace: yieldOccupant[13]: P13(31G/RIGHT/MOVING_IN_AISLE@tile29) -> P153(30E/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[153]: P153(30E/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P153->30E(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P13{seat=31G,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=29,directBlocker=153,lastMoveTick=698,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P153{seat=30E,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=648,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 29|30 Current unavailable yield tiles: 29|30 Current yield-tile occupants: 13|153 Final row-event chain: 20|13|153 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 4 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1878\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 9\nOccupied-space rejections: 3202\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 29 | standardDataset=258/274 (94.16%) | overlapDataset=258/274 (94.16%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=6 | clusterStarts=6 | convertedToSuccess=false | overlapWorse=false | standardFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL | overlapFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 12 DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT ============================================================ Date/Time: 2026-07-16 15:52:33 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 30 Scenario seed: 4796178364709272712 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 288 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.78% Blocker-prone seat share (topology component): 60.07% Aisle-assignment balance: 97.22% OUTCOME ------- Status: SUCCESS Completed ticks: 1073 Passengers seated: 288/288 Average waiting ticks: 486.26 Longest waiting passenger: P242->22A(LEFT) Longest waiting ticks: 1020 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles24-27:occupied=3:anchor=P272:selected=P258:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 13 Regions dissolved: 1 Repeated reconstructions avoided: 13 Largest region lifetime: 14 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=14 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2587 Maximum occupied tiles: 13 Seat events: 148 Single-blocker events: 40 Multiple-blocker events: 17 Temporary aisle reoccupations: 77 RIGHT AISLE ----------- Total moves: 2427 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 36 Multiple-blocker events: 18 Temporary aisle reoccupations: 73 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 124 Reservations granted: 120 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6089 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7510 Total stationary ticks: 145204 Seat-event requests: 303 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 751 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 751 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 306\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 12 DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT ============================================================ Date/Time: 2026-07-16 15:52:33 Experiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 30 Scenario seed: 4796178364709272712 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 288 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET Row-zone concentration (diagnostic control): 27.78% Blocker-prone seat share (topology component): 60.07% Aisle-assignment balance: 97.22% OUTCOME ------- Status: SUCCESS Completed ticks: 1074 Passengers seated: 288/288 Average waiting ticks: 486.74 Longest waiting passenger: P242->22A(LEFT) Longest waiting ticks: 1021 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2587 Maximum occupied tiles: 13 Seat events: 148 Single-blocker events: 40 Multiple-blocker events: 17 Temporary aisle reoccupations: 77 RIGHT AISLE ----------- Total moves: 2427 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 36 Multiple-blocker events: 18 Temporary aisle reoccupations: 73 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 119 Reservations granted: 116 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6022 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7391 Total stationary ticks: 145277 Seat-event requests: 299 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 714 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 714 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 302\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 30 | standardDataset=288/288 (100.00%) | overlapDataset=288/288 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | overlapWorse=false | standardFamily=COMPLETE_CABIN | overlapFamily=COMPLETE_CABIN ************************************************************ BATCH EXPERIMENT SUMMARY RESEARCH EXPERIMENT 12 DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT ************************************************************ Experiment seed: 1783790101901 Scenarios executed: 60 Successful completions: 54 Incomplete/MAX_TICKS: 6 Average completed ticks: 1080.20 Average waiting ticks: 422.70 ************************************************************ ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 13 EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING ============================================================ Date/Time: 2026-07-16 16:20:32 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 1 Scenario seed: 7216130499227313205 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.39% Blocker-prone seat share (topology component): 66.79% Aisle-assignment balance: 98.54% OUTCOME ------- Status: SUCCESS Completed ticks: 990 Passengers seated: 274/274 Average waiting ticks: 450.42 Longest waiting passenger: P233->32A(LEFT) Longest waiting ticks: 921 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2125 Maximum occupied tiles: 12 Seat events: 139 Single-blocker events: 45 Multiple-blocker events: 13 Temporary aisle reoccupations: 71 RIGHT AISLE ----------- Total moves: 2075 Maximum occupied tiles: 11 Seat events: 135 Single-blocker events: 41 Multiple-blocker events: 8 Temporary aisle reoccupations: 57 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 98 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5198 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6411 Total stationary ticks: 127724 Seat-event requests: 284 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 632 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 632 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 289\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 13 EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING ============================================================ Date/Time: 2026-07-16 16:20:32 Experiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 1 Scenario seed: 7216130499227313205 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET Row-zone concentration (diagnostic control): 31.39% Blocker-prone seat share (topology component): 66.79% Aisle-assignment balance: 98.54% OUTCOME ------- Status: SUCCESS Completed ticks: 989 Passengers seated: 274/274 Average waiting ticks: 449.14 Longest waiting passenger: P233->32A(LEFT) Longest waiting ticks: 920 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2125 Maximum occupied tiles: 12 Seat events: 139 Single-blocker events: 46 Multiple-blocker events: 12 Temporary aisle reoccupations: 70 RIGHT AISLE ----------- Total moves: 2075 Maximum occupied tiles: 12 Seat events: 135 Single-blocker events: 42 Multiple-blocker events: 8 Temporary aisle reoccupations: 58 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 97 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5206 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6302 Total stationary ticks: 127317 Seat-event requests: 282 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 594 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 594 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 286\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 01 | standardDataset=274/274 (100.00%) | motifDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | motifWorse=false | standardFamily=COMPLETE_CABIN | motifFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 13 EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING ============================================================ Date/Time: 2026-07-16 16:20:32 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 2 Scenario seed: -5145057424286824451 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.48% Blocker-prone seat share (topology component): 73.61% Aisle-assignment balance: 94.44% OUTCOME ------- Status: SUCCESS Completed ticks: 799 Passengers seated: 216/216 Average waiting ticks: 351.06 Longest waiting passenger: P90->5C(LEFT) Longest waiting ticks: 749 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 31 Regions dissolved: 2 Repeated reconstructions avoided: 31 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1607 Maximum occupied tiles: 12 Seat events: 114 Single-blocker events: 32 Multiple-blocker events: 9 Temporary aisle reoccupations: 52 RIGHT AISLE ----------- Total moves: 1517 Maximum occupied tiles: 11 Seat events: 102 Single-blocker events: 19 Multiple-blocker events: 9 Temporary aisle reoccupations: 38 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 125 Reservations granted: 121 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3653 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4671 Total stationary ticks: 78797 Seat-event requests: 225 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 557 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 557 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 229\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 13 EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING ============================================================ Date/Time: 2026-07-16 16:20:32 Experiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 2 Scenario seed: -5145057424286824451 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET Row-zone concentration (diagnostic control): 31.48% Blocker-prone seat share (topology component): 73.61% Aisle-assignment balance: 94.44% OUTCOME ------- Status: SUCCESS Completed ticks: 799 Passengers seated: 216/216 Average waiting ticks: 350.63 Longest waiting passenger: P90->5C(LEFT) Longest waiting ticks: 749 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 31 Regions dissolved: 2 Repeated reconstructions avoided: 31 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1607 Maximum occupied tiles: 12 Seat events: 114 Single-blocker events: 30 Multiple-blocker events: 9 Temporary aisle reoccupations: 50 RIGHT AISLE ----------- Total moves: 1517 Maximum occupied tiles: 10 Seat events: 102 Single-blocker events: 20 Multiple-blocker events: 9 Temporary aisle reoccupations: 39 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 126 Reservations granted: 121 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3748 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4707 Total stationary ticks: 78802 Seat-event requests: 224 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 508 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 508 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 229\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 02 | standardDataset=216/216 (100.00%) | motifDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | motifWorse=false | standardFamily=COMPLETE_CABIN | motifFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 13 EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING ============================================================ Date/Time: 2026-07-16 16:20:32 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 3 Scenario seed: 3757159740356003327 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.65% Blocker-prone seat share (topology component): 60.53% Aisle-assignment balance: 98.83% OUTCOME ------- Status: SUCCESS Completed ticks: 1266 Passengers seated: 342/342 Average waiting ticks: 588.90 Longest waiting passenger: P156->23B(LEFT) Longest waiting ticks: 1212 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3072 Maximum occupied tiles: 14 Seat events: 173 Single-blocker events: 56 Multiple-blocker events: 25 Temporary aisle reoccupations: 111 RIGHT AISLE ----------- Total moves: 2968 Maximum occupied tiles: 12 Seat events: 169 Single-blocker events: 49 Multiple-blocker events: 22 Temporary aisle reoccupations: 96 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 147 Reservations granted: 143 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6815 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8177 Total stationary ticks: 206919 Seat-event requests: 351 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 758 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 758 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 355\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 7\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 13 EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING ============================================================ Date/Time: 2026-07-16 16:20:32 Experiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 3 Scenario seed: 3757159740356003327 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET Row-zone concentration (diagnostic control): 28.65% Blocker-prone seat share (topology component): 60.53% Aisle-assignment balance: 98.83% OUTCOME ------- Status: SUCCESS Completed ticks: 1262 Passengers seated: 342/342 Average waiting ticks: 584.29 Longest waiting passenger: P156->23B(LEFT) Longest waiting ticks: 1208 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3072 Maximum occupied tiles: 15 Seat events: 173 Single-blocker events: 56 Multiple-blocker events: 26 Temporary aisle reoccupations: 113 RIGHT AISLE ----------- Total moves: 2968 Maximum occupied tiles: 12 Seat events: 169 Single-blocker events: 49 Multiple-blocker events: 22 Temporary aisle reoccupations: 96 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 142 Reservations granted: 142 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7020 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8483 Total stationary ticks: 205579 Seat-event requests: 350 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 812 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 812 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 350\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 7\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 03 | standardDataset=342/342 (100.00%) | motifDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | motifWorse=false | standardFamily=COMPLETE_CABIN | motifFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 13 EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING ============================================================ Date/Time: 2026-07-16 16:20:32 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 4 Scenario seed: 4505242574357131631 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 75.49% Aisle-assignment balance: 91.18% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2255 Passengers seated: 200/204 Average waiting ticks: 339.50 Longest waiting passenger: P88->29C(RIGHT) Longest waiting ticks: 2194 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 4 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1498 Regions dissolved: 0 Repeated reconstructions avoided: 1498 Largest region lifetime: 1499 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1499:occupied=4 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1496 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1348 Maximum occupied tiles: 11 Seat events: 93 Single-blocker events: 18 Multiple-blocker events: 4 Temporary aisle reoccupations: 26 RIGHT AISLE ----------- Total moves: 1644 Maximum occupied tiles: 13 Seat events: 107 Single-blocker events: 25 Multiple-blocker events: 11 Temporary aisle reoccupations: 49 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1613 Reservations granted: 1609 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 4973 Longest unresolved passenger ID: 201 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P147(28E/RIGHT) -> P139(29G/RIGHT) -> P201(30D/RIGHT) -> P88(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 147 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 11024 Total stationary ticks: 77119 Seat-event requests: 1709 Failed seat-event starts: 1509 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 88 Critical blocker identity: P88->29C(RIGHT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 4 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P88(29C/RIGHT/WAITING_FOR_SEAT_EVENT) P201(30D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P139(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P147(28E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1505 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 4 Rear-boundary failures: 1505 Middle-bank reservation failures: 4 Active-event deferrals: 595 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1714\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 13 EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING ============================================================ Date/Time: 2026-07-16 16:20:32 Experiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 4 Scenario seed: 4505242574357131631 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 75.49% Aisle-assignment balance: 91.18% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2251 Passengers seated: 200/204 Average waiting ticks: 336.55 Longest waiting passenger: P88->29C(RIGHT) Longest waiting ticks: 2190 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 2 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1506 Regions dissolved: 1 Repeated reconstructions avoided: 1506 Largest region lifetime: 1499 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1499:occupied=4 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1496 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1348 Maximum occupied tiles: 12 Seat events: 93 Single-blocker events: 19 Multiple-blocker events: 4 Temporary aisle reoccupations: 27 RIGHT AISLE ----------- Total moves: 1644 Maximum occupied tiles: 12 Seat events: 107 Single-blocker events: 26 Multiple-blocker events: 11 Temporary aisle reoccupations: 50 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1619 Reservations granted: 1612 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 4982 Longest unresolved passenger ID: 201 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P147(28E/RIGHT) -> P139(29G/RIGHT) -> P201(30D/RIGHT) -> P88(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 147 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 11152 Total stationary ticks: 76712 Seat-event requests: 1712 Failed seat-event starts: 1512 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 88 Critical blocker identity: P88->29C(RIGHT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 4 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P88(29C/RIGHT/WAITING_FOR_SEAT_EVENT) P201(30D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P139(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P147(28E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1505 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 7 Rear-boundary failures: 1505 Middle-bank reservation failures: 7 Active-event deferrals: 531 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1718\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 5\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 04 | standardDataset=200/204 (98.04%) | motifDataset=200/204 (98.04%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | motifWorse=false | standardFamily=REAR_BOUNDARY_LOCK | motifFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 13 EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING ============================================================ Date/Time: 2026-07-16 16:20:32 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 5 Scenario seed: -6826745434564669881 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 96.17% OUTCOME ------- Status: SUCCESS Completed ticks: 870 Passengers seated: 235/235 Average waiting ticks: 386.29 Longest waiting passenger: P138->20E(RIGHT) Longest waiting ticks: 843 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 22 Regions dissolved: 2 Repeated reconstructions avoided: 22 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1722 Maximum occupied tiles: 12 Seat events: 113 Single-blocker events: 30 Multiple-blocker events: 8 Temporary aisle reoccupations: 48 RIGHT AISLE ----------- Total moves: 1667 Maximum occupied tiles: 10 Seat events: 122 Single-blocker events: 34 Multiple-blocker events: 13 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 127 Reservations granted: 127 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4517 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5593 Total stationary ticks: 94540 Seat-event requests: 245 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 566 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 566 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 13 EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING ============================================================ Date/Time: 2026-07-16 16:20:32 Experiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 5 Scenario seed: -6826745434564669881 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 96.17% OUTCOME ------- Status: SUCCESS Completed ticks: 865 Passengers seated: 235/235 Average waiting ticks: 384.62 Longest waiting passenger: P138->20E(RIGHT) Longest waiting ticks: 838 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 27 Regions dissolved: 2 Repeated reconstructions avoided: 27 Largest region lifetime: 16 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1722 Maximum occupied tiles: 12 Seat events: 113 Single-blocker events: 28 Multiple-blocker events: 9 Temporary aisle reoccupations: 48 RIGHT AISLE ----------- Total moves: 1667 Maximum occupied tiles: 12 Seat events: 122 Single-blocker events: 34 Multiple-blocker events: 13 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 132 Reservations granted: 127 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4710 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5851 Total stationary ticks: 94385 Seat-event requests: 245 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 568 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 568 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 05 | standardDataset=235/235 (100.00%) | motifDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | motifWorse=false | standardFamily=COMPLETE_CABIN | motifFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 13 EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING ============================================================ Date/Time: 2026-07-16 16:20:32 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 6 Scenario seed: 2513822240434754174 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.82% Blocker-prone seat share (topology component): 77.94% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 731 Passengers seated: 204/204 Average waiting ticks: 331.67 Longest waiting passenger: P8->20F(RIGHT) Longest waiting ticks: 685 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1499 Maximum occupied tiles: 14 Seat events: 102 Single-blocker events: 24 Multiple-blocker events: 8 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1479 Maximum occupied tiles: 12 Seat events: 102 Single-blocker events: 30 Multiple-blocker events: 6 Temporary aisle reoccupations: 44 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 103 Reservations granted: 103 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3601 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4643 Total stationary ticks: 70621 Seat-event requests: 210 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 585 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 585 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 210\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 13 EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING ============================================================ Date/Time: 2026-07-16 16:20:32 Experiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 6 Scenario seed: 2513822240434754174 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET Row-zone concentration (diagnostic control): 33.82% Blocker-prone seat share (topology component): 77.94% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 731 Passengers seated: 204/204 Average waiting ticks: 331.53 Longest waiting passenger: P8->20F(RIGHT) Longest waiting ticks: 685 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1499 Maximum occupied tiles: 14 Seat events: 102 Single-blocker events: 24 Multiple-blocker events: 8 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1479 Maximum occupied tiles: 12 Seat events: 102 Single-blocker events: 30 Multiple-blocker events: 6 Temporary aisle reoccupations: 44 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 103 Reservations granted: 103 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3629 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4721 Total stationary ticks: 70650 Seat-event requests: 210 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 604 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 604 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 210\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 06 | standardDataset=204/204 (100.00%) | motifDataset=204/204 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | motifWorse=false | standardFamily=COMPLETE_CABIN | motifFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 13 EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING ============================================================ Date/Time: 2026-07-16 16:20:32 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 7 Scenario seed: -4676738862831661214 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.80% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 98.15% OUTCOME ------- Status: SUCCESS Completed ticks: 772 Passengers seated: 216/216 Average waiting ticks: 349.32 Longest waiting passenger: P213->4C(LEFT) Longest waiting ticks: 721 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 24 Regions dissolved: 2 Repeated reconstructions avoided: 24 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1563 Maximum occupied tiles: 12 Seat events: 110 Single-blocker events: 21 Multiple-blocker events: 10 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1500 Maximum occupied tiles: 12 Seat events: 106 Single-blocker events: 24 Multiple-blocker events: 10 Temporary aisle reoccupations: 48 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 119 Reservations granted: 119 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3938 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5006 Total stationary ticks: 78770 Seat-event requests: 227 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 538 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 538 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 227\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 13 EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING ============================================================ Date/Time: 2026-07-16 16:20:32 Experiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 7 Scenario seed: -4676738862831661214 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET Row-zone concentration (diagnostic control): 33.80% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 98.15% OUTCOME ------- Status: SUCCESS Completed ticks: 772 Passengers seated: 216/216 Average waiting ticks: 348.99 Longest waiting passenger: P213->4C(LEFT) Longest waiting ticks: 726 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 24 Regions dissolved: 2 Repeated reconstructions avoided: 24 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1563 Maximum occupied tiles: 12 Seat events: 110 Single-blocker events: 22 Multiple-blocker events: 10 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1500 Maximum occupied tiles: 12 Seat events: 106 Single-blocker events: 24 Multiple-blocker events: 11 Temporary aisle reoccupations: 50 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 117 Reservations granted: 117 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4033 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5045 Total stationary ticks: 78786 Seat-event requests: 225 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 498 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 498 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 225\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 07 | standardDataset=216/216 (100.00%) | motifDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | motifWorse=false | standardFamily=COMPLETE_CABIN | motifFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 13 EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING ============================================================ Date/Time: 2026-07-16 16:20:32 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 8 Scenario seed: 2451708163553084058 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.05% Blocker-prone seat share (topology component): 64.86% Aisle-assignment balance: 95.75% OUTCOME ------- Status: SUCCESS Completed ticks: 943 Passengers seated: 259/259 Average waiting ticks: 421.84 Longest waiting passenger: P256->9F(LEFT) Longest waiting ticks: 901 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles10-13:occupied=3:anchor=P12:selected=P71:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2017 Maximum occupied tiles: 12 Seat events: 135 Single-blocker events: 41 Multiple-blocker events: 16 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 1933 Maximum occupied tiles: 14 Seat events: 124 Single-blocker events: 35 Multiple-blocker events: 9 Temporary aisle reoccupations: 53 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 90 Reservations granted: 90 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5174 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6489 Total stationary ticks: 113674 Seat-event requests: 273 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 652 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 652 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 272\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 13 EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING ============================================================ Date/Time: 2026-07-16 16:20:32 Experiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 8 Scenario seed: 2451708163553084058 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET Row-zone concentration (diagnostic control): 32.05% Blocker-prone seat share (topology component): 64.86% Aisle-assignment balance: 95.75% OUTCOME ------- Status: SUCCESS Completed ticks: 943 Passengers seated: 259/259 Average waiting ticks: 421.09 Longest waiting passenger: P256->9F(LEFT) Longest waiting ticks: 901 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles10-13:occupied=3:anchor=P12:selected=P71:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2017 Maximum occupied tiles: 12 Seat events: 135 Single-blocker events: 42 Multiple-blocker events: 16 Temporary aisle reoccupations: 74 RIGHT AISLE ----------- Total moves: 1933 Maximum occupied tiles: 14 Seat events: 124 Single-blocker events: 35 Multiple-blocker events: 9 Temporary aisle reoccupations: 53 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 94 Reservations granted: 90 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5284 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6689 Total stationary ticks: 113635 Seat-event requests: 273 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 683 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 683 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 276\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 08 | standardDataset=259/259 (100.00%) | motifDataset=259/259 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | motifWorse=false | standardFamily=COMPLETE_CABIN | motifFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 13 EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING ============================================================ Date/Time: 2026-07-16 16:20:32 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 9 Scenario seed: 7260830704529197968 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 35.42% Blocker-prone seat share (topology component): 75.52% Aisle-assignment balance: 89.58% OUTCOME ------- Status: SUCCESS Completed ticks: 754 Passengers seated: 192/192 Average waiting ticks: 315.99 Longest waiting passenger: P145->3H(RIGHT) Longest waiting ticks: 702 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P60:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 10 Regions dissolved: 1 Repeated reconstructions avoided: 10 Largest region lifetime: 11 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=11 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1277 Maximum occupied tiles: 12 Seat events: 86 Single-blocker events: 13 Multiple-blocker events: 6 Temporary aisle reoccupations: 26 RIGHT AISLE ----------- Total moves: 1496 Maximum occupied tiles: 11 Seat events: 106 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 105 Reservations granted: 102 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3411 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4220 Total stationary ticks: 63467 Seat-event requests: 203 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 413 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 413 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 205\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 13 EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING ============================================================ Date/Time: 2026-07-16 16:20:32 Experiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 9 Scenario seed: 7260830704529197968 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET Row-zone concentration (diagnostic control): 35.42% Blocker-prone seat share (topology component): 75.52% Aisle-assignment balance: 89.58% OUTCOME ------- Status: SUCCESS Completed ticks: 756 Passengers seated: 192/192 Average waiting ticks: 315.15 Longest waiting passenger: P145->3H(RIGHT) Longest waiting ticks: 694 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P60:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 10 Regions dissolved: 1 Repeated reconstructions avoided: 10 Largest region lifetime: 11 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=11 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1277 Maximum occupied tiles: 12 Seat events: 86 Single-blocker events: 13 Multiple-blocker events: 6 Temporary aisle reoccupations: 26 RIGHT AISLE ----------- Total moves: 1496 Maximum occupied tiles: 13 Seat events: 106 Single-blocker events: 28 Multiple-blocker events: 10 Temporary aisle reoccupations: 50 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 105 Reservations granted: 104 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3554 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4473 Total stationary ticks: 63506 Seat-event requests: 205 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 450 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 450 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 205\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 09 | standardDataset=192/192 (100.00%) | motifDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | motifWorse=false | standardFamily=COMPLETE_CABIN | motifFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 13 EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING ============================================================ Date/Time: 2026-07-16 16:20:32 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 10 Scenario seed: -447105676847956095 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.36% Blocker-prone seat share (topology component): 59.65% Aisle-assignment balance: 96.49% OUTCOME ------- Status: SUCCESS Completed ticks: 1251 Passengers seated: 342/342 Average waiting ticks: 564.00 Longest waiting passenger: P179->11J(RIGHT) Longest waiting ticks: 1169 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 5 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 6 Selected release potential total: 9 Last cluster decision: RIGHT:tiles10-14:occupied=4:anchor=P314:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 91 Regions dissolved: 4 Repeated reconstructions avoided: 91 Largest region lifetime: 46 Maximum simultaneous active regions: 2 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=46 Confirmation deferral ticks: 5 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 4 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2926 Maximum occupied tiles: 12 Seat events: 165 Single-blocker events: 39 Multiple-blocker events: 30 Temporary aisle reoccupations: 103 RIGHT AISLE ----------- Total moves: 3031 Maximum occupied tiles: 15 Seat events: 177 Single-blocker events: 40 Multiple-blocker events: 31 Temporary aisle reoccupations: 107 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 163 Reservations granted: 162 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7775 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9654 Total stationary ticks: 199662 Seat-event requests: 376 Failed seat-event starts: 34 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 889 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 34 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 889 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 10\nOccupied-space rejections: 41\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 13 EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING ============================================================ Date/Time: 2026-07-16 16:20:32 Experiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 10 Scenario seed: -447105676847956095 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET Row-zone concentration (diagnostic control): 28.36% Blocker-prone seat share (topology component): 59.65% Aisle-assignment balance: 96.49% OUTCOME ------- Status: SUCCESS Completed ticks: 1251 Passengers seated: 342/342 Average waiting ticks: 563.76 Longest waiting passenger: P179->11J(RIGHT) Longest waiting ticks: 1169 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 5 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 6 Selected release potential total: 9 Last cluster decision: RIGHT:tiles10-14:occupied=4:anchor=P314:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 91 Regions dissolved: 4 Repeated reconstructions avoided: 91 Largest region lifetime: 46 Maximum simultaneous active regions: 2 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=46 Confirmation deferral ticks: 5 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 4 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2926 Maximum occupied tiles: 12 Seat events: 165 Single-blocker events: 38 Multiple-blocker events: 30 Temporary aisle reoccupations: 102 RIGHT AISLE ----------- Total moves: 3031 Maximum occupied tiles: 15 Seat events: 177 Single-blocker events: 40 Multiple-blocker events: 31 Temporary aisle reoccupations: 107 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 163 Reservations granted: 162 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7835 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9786 Total stationary ticks: 199684 Seat-event requests: 376 Failed seat-event starts: 34 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 916 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 34 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 916 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 10\nOccupied-space rejections: 41\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 10 | standardDataset=342/342 (100.00%) | motifDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=4 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | motifWorse=false | standardFamily=COMPLETE_CABIN | motifFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 13 EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING ============================================================ Date/Time: 2026-07-16 16:20:32 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 11 Scenario seed: 3638877016897499986 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 29.57% Blocker-prone seat share (topology component): 66.96% Aisle-assignment balance: 99.13% OUTCOME ------- Status: SUCCESS Completed ticks: 804 Passengers seated: 230/230 Average waiting ticks: 370.66 Longest waiting passenger: P111->9B(LEFT) Longest waiting ticks: 763 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1700 Maximum occupied tiles: 11 Seat events: 116 Single-blocker events: 28 Multiple-blocker events: 8 Temporary aisle reoccupations: 44 RIGHT AISLE ----------- Total moves: 1814 Maximum occupied tiles: 13 Seat events: 114 Single-blocker events: 38 Multiple-blocker events: 7 Temporary aisle reoccupations: 52 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 78 Reservations granted: 78 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4669 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5600 Total stationary ticks: 89203 Seat-event requests: 235 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 461 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 461 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 235\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 13 EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING ============================================================ Date/Time: 2026-07-16 16:20:32 Experiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 11 Scenario seed: 3638877016897499986 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET Row-zone concentration (diagnostic control): 29.57% Blocker-prone seat share (topology component): 66.96% Aisle-assignment balance: 99.13% OUTCOME ------- Status: SUCCESS Completed ticks: 805 Passengers seated: 230/230 Average waiting ticks: 370.99 Longest waiting passenger: P111->9B(LEFT) Longest waiting ticks: 764 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1700 Maximum occupied tiles: 11 Seat events: 116 Single-blocker events: 27 Multiple-blocker events: 8 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1814 Maximum occupied tiles: 13 Seat events: 114 Single-blocker events: 38 Multiple-blocker events: 7 Temporary aisle reoccupations: 52 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 78 Reservations granted: 78 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4684 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5620 Total stationary ticks: 89285 Seat-event requests: 235 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 475 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 475 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 235\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 11 | standardDataset=230/230 (100.00%) | motifDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | motifWorse=false | standardFamily=COMPLETE_CABIN | motifFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 13 EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING ============================================================ Date/Time: 2026-07-16 16:20:32 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 12 Scenario seed: -8976697486543855838 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 36.46% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 705 Passengers seated: 192/192 Average waiting ticks: 319.16 Longest waiting passenger: P84->11G(RIGHT) Longest waiting ticks: 676 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: LEFT:tiles9-11:occupied=3:anchor=P136:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 40 Regions dissolved: 2 Repeated reconstructions avoided: 40 Largest region lifetime: 31 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=11 Confirmation deferral ticks: 3 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1421 Maximum occupied tiles: 12 Seat events: 96 Single-blocker events: 23 Multiple-blocker events: 7 Temporary aisle reoccupations: 40 RIGHT AISLE ----------- Total moves: 1396 Maximum occupied tiles: 11 Seat events: 96 Single-blocker events: 19 Multiple-blocker events: 6 Temporary aisle reoccupations: 31 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 100 Reservations granted: 100 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3355 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4022 Total stationary ticks: 63983 Seat-event requests: 201 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 348 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 348 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 199\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 5\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 13 EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING ============================================================ Date/Time: 2026-07-16 16:20:32 Experiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 12 Scenario seed: -8976697486543855838 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET Row-zone concentration (diagnostic control): 36.46% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 705 Passengers seated: 192/192 Average waiting ticks: 319.12 Longest waiting passenger: P84->11G(RIGHT) Longest waiting ticks: 676 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: LEFT:tiles9-11:occupied=3:anchor=P136:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 10 Regions dissolved: 1 Repeated reconstructions avoided: 10 Largest region lifetime: 11 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=11 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1421 Maximum occupied tiles: 12 Seat events: 96 Single-blocker events: 23 Multiple-blocker events: 7 Temporary aisle reoccupations: 39 RIGHT AISLE ----------- Total moves: 1396 Maximum occupied tiles: 11 Seat events: 96 Single-blocker events: 20 Multiple-blocker events: 6 Temporary aisle reoccupations: 32 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 97 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3308 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 3929 Total stationary ticks: 63903 Seat-event requests: 198 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 334 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 334 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 197\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 12 | standardDataset=192/192 (100.00%) | motifDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | motifWorse=false | standardFamily=COMPLETE_CABIN | motifFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 13 EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING ============================================================ Date/Time: 2026-07-16 16:20:32 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 13 Scenario seed: 1058713798284952297 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.12% Blocker-prone seat share (topology component): 61.11% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 1097 Passengers seated: 306/306 Average waiting ticks: 507.68 Longest waiting passenger: P240->4A(LEFT) Longest waiting ticks: 1037 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2758 Maximum occupied tiles: 12 Seat events: 153 Single-blocker events: 44 Multiple-blocker events: 15 Temporary aisle reoccupations: 74 RIGHT AISLE ----------- Total moves: 2622 Maximum occupied tiles: 14 Seat events: 153 Single-blocker events: 37 Multiple-blocker events: 23 Temporary aisle reoccupations: 87 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 132 Reservations granted: 132 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6586 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7836 Total stationary ticks: 160799 Seat-event requests: 318 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 715 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 715 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 318\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 13 EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING ============================================================ Date/Time: 2026-07-16 16:20:32 Experiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 13 Scenario seed: 1058713798284952297 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET Row-zone concentration (diagnostic control): 27.12% Blocker-prone seat share (topology component): 61.11% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 1096 Passengers seated: 306/306 Average waiting ticks: 508.81 Longest waiting passenger: P240->4A(LEFT) Longest waiting ticks: 1040 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2758 Maximum occupied tiles: 12 Seat events: 153 Single-blocker events: 45 Multiple-blocker events: 15 Temporary aisle reoccupations: 75 RIGHT AISLE ----------- Total moves: 2622 Maximum occupied tiles: 13 Seat events: 153 Single-blocker events: 36 Multiple-blocker events: 24 Temporary aisle reoccupations: 88 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 133 Reservations granted: 132 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6431 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7753 Total stationary ticks: 161015 Seat-event requests: 318 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 751 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 751 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 319\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 13 | standardDataset=306/306 (100.00%) | motifDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | motifWorse=false | standardFamily=COMPLETE_CABIN | motifFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 13 EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING ============================================================ Date/Time: 2026-07-16 16:20:32 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 14 Scenario seed: -2382699513390452918 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 824 Passengers seated: 235/235 Average waiting ticks: 380.83 Longest waiting passenger: P179->6D(RIGHT) Longest waiting ticks: 806 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 7 Selected release potential total: 6 Last cluster decision: LEFT:tiles9-14:occupied=6:anchor=P163:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 31 Regions dissolved: 1 Repeated reconstructions avoided: 31 Largest region lifetime: 32 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=32 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1734 Maximum occupied tiles: 13 Seat events: 116 Single-blocker events: 33 Multiple-blocker events: 9 Temporary aisle reoccupations: 53 RIGHT AISLE ----------- Total moves: 1702 Maximum occupied tiles: 14 Seat events: 119 Single-blocker events: 32 Multiple-blocker events: 13 Temporary aisle reoccupations: 60 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 130 Reservations granted: 130 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4717 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5966 Total stationary ticks: 93608 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 576 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 576 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 13 EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING ============================================================ Date/Time: 2026-07-16 16:20:32 Experiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 14 Scenario seed: -2382699513390452918 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 824 Passengers seated: 235/235 Average waiting ticks: 380.45 Longest waiting passenger: P179->6D(RIGHT) Longest waiting ticks: 806 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1734 Maximum occupied tiles: 13 Seat events: 116 Single-blocker events: 33 Multiple-blocker events: 9 Temporary aisle reoccupations: 53 RIGHT AISLE ----------- Total moves: 1702 Maximum occupied tiles: 14 Seat events: 119 Single-blocker events: 32 Multiple-blocker events: 13 Temporary aisle reoccupations: 60 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 132 Reservations granted: 126 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4817 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6044 Total stationary ticks: 93631 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 549 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 549 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 14 | standardDataset=235/235 (100.00%) | motifDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | motifWorse=false | standardFamily=COMPLETE_CABIN | motifFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 13 EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING ============================================================ Date/Time: 2026-07-16 16:20:32 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 15 Scenario seed: 7910158282638001386 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.66% Blocker-prone seat share (topology component): 66.41% Aisle-assignment balance: 94.98% OUTCOME ------- Status: SUCCESS Completed ticks: 956 Passengers seated: 259/259 Average waiting ticks: 429.30 Longest waiting passenger: P57->12B(LEFT) Longest waiting ticks: 922 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2045 Maximum occupied tiles: 13 Seat events: 136 Single-blocker events: 37 Multiple-blocker events: 14 Temporary aisle reoccupations: 65 RIGHT AISLE ----------- Total moves: 1932 Maximum occupied tiles: 12 Seat events: 123 Single-blocker events: 32 Multiple-blocker events: 10 Temporary aisle reoccupations: 52 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 88 Reservations granted: 86 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5119 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6204 Total stationary ticks: 115474 Seat-event requests: 266 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 557 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 557 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 268\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 13 EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING ============================================================ Date/Time: 2026-07-16 16:20:32 Experiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 15 Scenario seed: 7910158282638001386 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET Row-zone concentration (diagnostic control): 31.66% Blocker-prone seat share (topology component): 66.41% Aisle-assignment balance: 94.98% OUTCOME ------- Status: SUCCESS Completed ticks: 952 Passengers seated: 259/259 Average waiting ticks: 427.64 Longest waiting passenger: P57->12B(LEFT) Longest waiting ticks: 918 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2045 Maximum occupied tiles: 13 Seat events: 136 Single-blocker events: 35 Multiple-blocker events: 15 Temporary aisle reoccupations: 65 RIGHT AISLE ----------- Total moves: 1932 Maximum occupied tiles: 11 Seat events: 123 Single-blocker events: 32 Multiple-blocker events: 11 Temporary aisle reoccupations: 54 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 86 Reservations granted: 86 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5144 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6281 Total stationary ticks: 115129 Seat-event requests: 266 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 550 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 550 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 266\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 15 | standardDataset=259/259 (100.00%) | motifDataset=259/259 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | motifWorse=false | standardFamily=COMPLETE_CABIN | motifFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 13 EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING ============================================================ Date/Time: 2026-07-16 16:20:32 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 16 Scenario seed: 7835976452476775241 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.04% Blocker-prone seat share (topology component): 66.52% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 837 Passengers seated: 230/230 Average waiting ticks: 384.82 Longest waiting passenger: P49->16A(LEFT) Longest waiting ticks: 780 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles16-18:occupied=3:anchor=P49:selected=P151:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1782 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 28 Multiple-blocker events: 8 Temporary aisle reoccupations: 44 RIGHT AISLE ----------- Total moves: 1724 Maximum occupied tiles: 10 Seat events: 115 Single-blocker events: 33 Multiple-blocker events: 9 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 79 Reservations granted: 79 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4064 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4973 Total stationary ticks: 91828 Seat-event requests: 239 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 468 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 468 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 238\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 13 EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING ============================================================ Date/Time: 2026-07-16 16:20:32 Experiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 16 Scenario seed: 7835976452476775241 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET Row-zone concentration (diagnostic control): 33.04% Blocker-prone seat share (topology component): 66.52% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 845 Passengers seated: 230/230 Average waiting ticks: 385.82 Longest waiting passenger: P218->21H(RIGHT) Longest waiting ticks: 789 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles16-18:occupied=3:anchor=P49:selected=P151:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1782 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 27 Multiple-blocker events: 8 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1724 Maximum occupied tiles: 10 Seat events: 115 Single-blocker events: 33 Multiple-blocker events: 9 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 81 Reservations granted: 81 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4137 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4975 Total stationary ticks: 92118 Seat-event requests: 241 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 423 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 423 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 240\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 16 | standardDataset=230/230 (100.00%) | motifDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | motifWorse=false | standardFamily=COMPLETE_CABIN | motifFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 13 EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING ============================================================ Date/Time: 2026-07-16 16:20:32 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 17 Scenario seed: -5603982636816805098 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.77% Blocker-prone seat share (topology component): 74.12% Aisle-assignment balance: 96.49% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2329 Passengers seated: 226/228 Average waiting ticks: 384.43 Longest waiting passenger: P22->29F(LEFT) Longest waiting ticks: 2256 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 24 Regions dissolved: 2 Repeated reconstructions avoided: 24 Largest region lifetime: 17 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=17 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1590 Maximum occupied tiles: 12 Seat events: 116 Single-blocker events: 23 Multiple-blocker events: 10 Temporary aisle reoccupations: 46 RIGHT AISLE ----------- Total moves: 1694 Maximum occupied tiles: 13 Seat events: 110 Single-blocker events: 28 Multiple-blocker events: 7 Temporary aisle reoccupations: 44 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1648 Reservations granted: 1639 Reservations denied/waited: 9 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3986 Longest unresolved passenger ID: 47 Longest unresolved row: 29 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P47(29B/LEFT) -> P22(29F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 47 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 8174 Total stationary ticks: 92549 Seat-event requests: 1757 Failed seat-event starts: 1531 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 22 Critical blocker identity: P22->29F(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P22(29F/LEFT/WAITING_FOR_SEAT_EVENT) P47(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1519 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 3 Critical blocker required yield tiles: 30|31|32 Critical blocker unavailable yield tiles: 31|32 Critical blocker yield-tile occupants: -1|-1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 12 Rear-boundary failures: 1519 Middle-bank reservation failures: 9 Active-event deferrals: 553 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 30|31|32 Current unavailable yield tiles: 31|32 Current yield-tile occupants: -1|-1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 7\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 13 EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING ============================================================ Date/Time: 2026-07-16 16:20:33 Experiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 17 Scenario seed: -5603982636816805098 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET Row-zone concentration (diagnostic control): 33.77% Blocker-prone seat share (topology component): 74.12% Aisle-assignment balance: 96.49% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2327 Passengers seated: 226/228 Average waiting ticks: 380.74 Longest waiting passenger: P22->29F(LEFT) Longest waiting ticks: 2254 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 24 Regions dissolved: 2 Repeated reconstructions avoided: 24 Largest region lifetime: 17 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=17 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1590 Maximum occupied tiles: 12 Seat events: 116 Single-blocker events: 24 Multiple-blocker events: 10 Temporary aisle reoccupations: 47 RIGHT AISLE ----------- Total moves: 1694 Maximum occupied tiles: 13 Seat events: 110 Single-blocker events: 29 Multiple-blocker events: 7 Temporary aisle reoccupations: 45 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1649 Reservations granted: 1644 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4265 Longest unresolved passenger ID: 47 Longest unresolved row: 29 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P47(29B/LEFT) -> P22(29F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 47 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 8347 Total stationary ticks: 91948 Seat-event requests: 1762 Failed seat-event starts: 1536 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 22 Critical blocker identity: P22->29F(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P22(29F/LEFT/WAITING_FOR_SEAT_EVENT) P47(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1522 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 3 Critical blocker required yield tiles: 30|31|32 Critical blocker unavailable yield tiles: 31|32 Critical blocker yield-tile occupants: -1|-1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 14 Rear-boundary failures: 1522 Middle-bank reservation failures: 5 Active-event deferrals: 495 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 30|31|32 Current unavailable yield tiles: 31|32 Current yield-tile occupants: -1|-1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1767\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 17 | standardDataset=226/228 (99.12%) | motifDataset=226/228 (99.12%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=2 | convertedToSuccess=false | motifWorse=false | standardFamily=REAR_BOUNDARY_LOCK | motifFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 13 EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING ============================================================ Date/Time: 2026-07-16 16:20:33 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 18 Scenario seed: -29016899169270240 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1018 Passengers seated: 282/282 Average waiting ticks: 460.86 Longest waiting passenger: P39->31A(LEFT) Longest waiting ticks: 950 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2171 Maximum occupied tiles: 11 Seat events: 144 Single-blocker events: 41 Multiple-blocker events: 12 Temporary aisle reoccupations: 65 RIGHT AISLE ----------- Total moves: 2188 Maximum occupied tiles: 11 Seat events: 138 Single-blocker events: 39 Multiple-blocker events: 20 Temporary aisle reoccupations: 79 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 101 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5629 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7092 Total stationary ticks: 134758 Seat-event requests: 293 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 749 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 749 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 293\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 13 EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING ============================================================ Date/Time: 2026-07-16 16:20:33 Experiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 18 Scenario seed: -29016899169270240 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1019 Passengers seated: 282/282 Average waiting ticks: 461.10 Longest waiting passenger: P39->31A(LEFT) Longest waiting ticks: 951 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2171 Maximum occupied tiles: 11 Seat events: 144 Single-blocker events: 41 Multiple-blocker events: 12 Temporary aisle reoccupations: 65 RIGHT AISLE ----------- Total moves: 2188 Maximum occupied tiles: 11 Seat events: 138 Single-blocker events: 39 Multiple-blocker events: 20 Temporary aisle reoccupations: 79 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 101 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5664 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7049 Total stationary ticks: 134853 Seat-event requests: 293 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 689 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 689 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 293\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 18 | standardDataset=282/282 (100.00%) | motifDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | motifWorse=false | standardFamily=COMPLETE_CABIN | motifFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 13 EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING ============================================================ Date/Time: 2026-07-16 16:20:33 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 19 Scenario seed: -1022932693840430131 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.20% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 99.72% OUTCOME ------- Status: SUCCESS Completed ticks: 1270 Passengers seated: 353/353 Average waiting ticks: 595.20 Longest waiting passenger: P228->31D(RIGHT) Longest waiting ticks: 1217 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 5 Clusters detected: 5 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: RIGHT:region=R5:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 5 Region updates: 107 Regions dissolved: 5 Repeated reconstructions avoided: 107 Largest region lifetime: 32 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R5:lifetime=8 Confirmation deferral ticks: 7 Regions reaching confirmation: 2 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3031 Maximum occupied tiles: 15 Seat events: 176 Single-blocker events: 50 Multiple-blocker events: 27 Temporary aisle reoccupations: 110 RIGHT AISLE ----------- Total moves: 3177 Maximum occupied tiles: 13 Seat events: 177 Single-blocker events: 51 Multiple-blocker events: 34 Temporary aisle reoccupations: 129 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 160 Reservations granted: 158 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7492 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9457 Total stationary ticks: 216460 Seat-event requests: 384 Failed seat-event starts: 31 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 994 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 31 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 994 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 11\nOccupied-space rejections: 37\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 13 EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING ============================================================ Date/Time: 2026-07-16 16:20:33 Experiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 19 Scenario seed: -1022932693840430131 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET Row-zone concentration (diagnostic control): 27.20% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 99.72% OUTCOME ------- Status: SUCCESS Completed ticks: 1272 Passengers seated: 353/353 Average waiting ticks: 594.90 Longest waiting passenger: P228->31D(RIGHT) Longest waiting ticks: 1219 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 5 Clusters detected: 5 Activations without intervention: 5 Cluster candidates evaluated: 5 Executable cluster candidates: 5 Rejected cluster candidates: 0 Cluster selections: 4 Cluster-selected events started: 5 Largest detected cluster: 9 Selected release potential total: 22 Last cluster decision: RIGHT:region=R5:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 5 Region updates: 121 Regions dissolved: 5 Repeated reconstructions avoided: 121 Largest region lifetime: 42 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R5:lifetime=8 Confirmation deferral ticks: 8 Regions reaching confirmation: 3 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3031 Maximum occupied tiles: 15 Seat events: 176 Single-blocker events: 51 Multiple-blocker events: 27 Temporary aisle reoccupations: 111 RIGHT AISLE ----------- Total moves: 3177 Maximum occupied tiles: 13 Seat events: 177 Single-blocker events: 51 Multiple-blocker events: 34 Temporary aisle reoccupations: 129 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 161 Reservations granted: 158 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7539 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9648 Total stationary ticks: 216486 Seat-event requests: 389 Failed seat-event starts: 36 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 1032 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 36 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 1032 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 388\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 13\nOccupied-space rejections: 44\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 19 | standardDataset=353/353 (100.00%) | motifDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=5 | clusterSelections=4 | clusterStarts=5 | convertedToSuccess=false | motifWorse=false | standardFamily=COMPLETE_CABIN | motifFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 13 EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING ============================================================ Date/Time: 2026-07-16 16:20:33 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 20 Scenario seed: 7778104721219760133 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.66% Blocker-prone seat share (topology component): 65.69% Aisle-assignment balance: 98.54% OUTCOME ------- Status: SUCCESS Completed ticks: 989 Passengers seated: 274/274 Average waiting ticks: 448.40 Longest waiting passenger: P182->28I(RIGHT) Longest waiting ticks: 944 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2133 Maximum occupied tiles: 13 Seat events: 135 Single-blocker events: 28 Multiple-blocker events: 11 Temporary aisle reoccupations: 50 RIGHT AISLE ----------- Total moves: 2076 Maximum occupied tiles: 12 Seat events: 139 Single-blocker events: 35 Multiple-blocker events: 18 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 92 Reservations granted: 92 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5548 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6972 Total stationary ticks: 127697 Seat-event requests: 284 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 677 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 677 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 284\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 13 EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING ============================================================ Date/Time: 2026-07-16 16:20:33 Experiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 20 Scenario seed: 7778104721219760133 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET Row-zone concentration (diagnostic control): 30.66% Blocker-prone seat share (topology component): 65.69% Aisle-assignment balance: 98.54% OUTCOME ------- Status: SUCCESS Completed ticks: 988 Passengers seated: 274/274 Average waiting ticks: 447.87 Longest waiting passenger: P182->28I(RIGHT) Longest waiting ticks: 943 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2133 Maximum occupied tiles: 13 Seat events: 135 Single-blocker events: 27 Multiple-blocker events: 12 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 2076 Maximum occupied tiles: 12 Seat events: 139 Single-blocker events: 33 Multiple-blocker events: 19 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 94 Reservations granted: 92 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5588 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6974 Total stationary ticks: 127557 Seat-event requests: 284 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 674 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 674 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 286\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 7\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 20 | standardDataset=274/274 (100.00%) | motifDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | motifWorse=false | standardFamily=COMPLETE_CABIN | motifFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 13 EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING ============================================================ Date/Time: 2026-07-16 16:20:33 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 21 Scenario seed: -6050252773158139437 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.90% Blocker-prone seat share (topology component): 75.52% Aisle-assignment balance: 98.96% OUTCOME ------- Status: SUCCESS Completed ticks: 686 Passengers seated: 192/192 Average waiting ticks: 311.75 Longest waiting passenger: P131->5H(RIGHT) Longest waiting ticks: 644 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1430 Maximum occupied tiles: 11 Seat events: 95 Single-blocker events: 26 Multiple-blocker events: 4 Temporary aisle reoccupations: 34 RIGHT AISLE ----------- Total moves: 1368 Maximum occupied tiles: 11 Seat events: 97 Single-blocker events: 22 Multiple-blocker events: 5 Temporary aisle reoccupations: 32 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 97 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3532 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4379 Total stationary ticks: 62831 Seat-event requests: 195 Failed seat-event starts: 3 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 442 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 3 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 442 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 195\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 13 EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING ============================================================ Date/Time: 2026-07-16 16:20:33 Experiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 21 Scenario seed: -6050252773158139437 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET Row-zone concentration (diagnostic control): 34.90% Blocker-prone seat share (topology component): 75.52% Aisle-assignment balance: 98.96% OUTCOME ------- Status: SUCCESS Completed ticks: 684 Passengers seated: 192/192 Average waiting ticks: 309.58 Longest waiting passenger: P57->10B(LEFT) Longest waiting ticks: 645 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1430 Maximum occupied tiles: 12 Seat events: 95 Single-blocker events: 26 Multiple-blocker events: 4 Temporary aisle reoccupations: 34 RIGHT AISLE ----------- Total moves: 1368 Maximum occupied tiles: 11 Seat events: 97 Single-blocker events: 23 Multiple-blocker events: 4 Temporary aisle reoccupations: 31 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 97 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3691 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4499 Total stationary ticks: 62551 Seat-event requests: 195 Failed seat-event starts: 3 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 429 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 3 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 429 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 195\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 21 | standardDataset=192/192 (100.00%) | motifDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | motifWorse=false | standardFamily=COMPLETE_CABIN | motifFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 13 EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING ============================================================ Date/Time: 2026-07-16 16:20:33 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 22 Scenario seed: -7549248447377455043 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.43% Blocker-prone seat share (topology component): 60.46% Aisle-assignment balance: 98.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1115 Passengers seated: 306/306 Average waiting ticks: 511.00 Longest waiting passenger: P126->23H(RIGHT) Longest waiting ticks: 1059 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: LEFT:tiles22-26:occupied=4:anchor=P169:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 16 Regions dissolved: 1 Repeated reconstructions avoided: 16 Largest region lifetime: 17 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=17 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2720 Maximum occupied tiles: 13 Seat events: 150 Single-blocker events: 49 Multiple-blocker events: 12 Temporary aisle reoccupations: 74 RIGHT AISLE ----------- Total moves: 2575 Maximum occupied tiles: 12 Seat events: 156 Single-blocker events: 35 Multiple-blocker events: 19 Temporary aisle reoccupations: 77 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 128 Reservations granted: 128 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6519 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8050 Total stationary ticks: 161843 Seat-event requests: 321 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 882 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 882 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 320\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 13 EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING ============================================================ Date/Time: 2026-07-16 16:20:33 Experiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 22 Scenario seed: -7549248447377455043 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET Row-zone concentration (diagnostic control): 28.43% Blocker-prone seat share (topology component): 60.46% Aisle-assignment balance: 98.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1115 Passengers seated: 306/306 Average waiting ticks: 510.61 Longest waiting passenger: P126->23H(RIGHT) Longest waiting ticks: 1059 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: LEFT:tiles22-26:occupied=4:anchor=P169:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 16 Regions dissolved: 1 Repeated reconstructions avoided: 16 Largest region lifetime: 17 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=17 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2720 Maximum occupied tiles: 14 Seat events: 150 Single-blocker events: 50 Multiple-blocker events: 12 Temporary aisle reoccupations: 75 RIGHT AISLE ----------- Total moves: 2575 Maximum occupied tiles: 13 Seat events: 156 Single-blocker events: 35 Multiple-blocker events: 19 Temporary aisle reoccupations: 77 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 128 Reservations granted: 128 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6696 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8164 Total stationary ticks: 161894 Seat-event requests: 321 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 832 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 832 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 320\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 22 | standardDataset=306/306 (100.00%) | motifDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | motifWorse=false | standardFamily=COMPLETE_CABIN | motifFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 13 EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING ============================================================ Date/Time: 2026-07-16 16:20:33 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 23 Scenario seed: 4519082988640820556 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.77% Blocker-prone seat share (topology component): 75.44% Aisle-assignment balance: 96.49% OUTCOME ------- Status: SUCCESS Completed ticks: 825 Passengers seated: 228/228 Average waiting ticks: 367.85 Longest waiting passenger: P154->11C(RIGHT) Longest waiting ticks: 787 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1559 Maximum occupied tiles: 14 Seat events: 110 Single-blocker events: 28 Multiple-blocker events: 14 Temporary aisle reoccupations: 59 RIGHT AISLE ----------- Total moves: 1754 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 29 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 123 Reservations granted: 123 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4498 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5596 Total stationary ticks: 87691 Seat-event requests: 238 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 544 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 544 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 238\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 13 EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING ============================================================ Date/Time: 2026-07-16 16:20:33 Experiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 23 Scenario seed: 4519082988640820556 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET Row-zone concentration (diagnostic control): 33.77% Blocker-prone seat share (topology component): 75.44% Aisle-assignment balance: 96.49% OUTCOME ------- Status: SUCCESS Completed ticks: 825 Passengers seated: 228/228 Average waiting ticks: 367.88 Longest waiting passenger: P154->11C(RIGHT) Longest waiting ticks: 787 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1559 Maximum occupied tiles: 14 Seat events: 110 Single-blocker events: 29 Multiple-blocker events: 14 Temporary aisle reoccupations: 60 RIGHT AISLE ----------- Total moves: 1754 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 56 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 123 Reservations granted: 123 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4513 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5592 Total stationary ticks: 87680 Seat-event requests: 238 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 551 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 551 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 238\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 23 | standardDataset=228/228 (100.00%) | motifDataset=228/228 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | motifWorse=false | standardFamily=COMPLETE_CABIN | motifFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 13 EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING ============================================================ Date/Time: 2026-07-16 16:20:33 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 24 Scenario seed: 4297087376607226005 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.66% Blocker-prone seat share (topology component): 66.79% Aisle-assignment balance: 99.27% OUTCOME ------- Status: SUCCESS Completed ticks: 970 Passengers seated: 274/274 Average waiting ticks: 452.86 Longest waiting passenger: P54->10G(RIGHT) Longest waiting ticks: 925 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: RIGHT:tiles23-26:occupied=4:anchor=P246:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 22 Regions dissolved: 1 Repeated reconstructions avoided: 22 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=23 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2167 Maximum occupied tiles: 12 Seat events: 138 Single-blocker events: 39 Multiple-blocker events: 14 Temporary aisle reoccupations: 67 RIGHT AISLE ----------- Total moves: 2041 Maximum occupied tiles: 12 Seat events: 136 Single-blocker events: 37 Multiple-blocker events: 11 Temporary aisle reoccupations: 59 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 93 Reservations granted: 93 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5016 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6316 Total stationary ticks: 128215 Seat-event requests: 287 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 710 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 710 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 286\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 13 EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING ============================================================ Date/Time: 2026-07-16 16:20:33 Experiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 24 Scenario seed: 4297087376607226005 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET Row-zone concentration (diagnostic control): 30.66% Blocker-prone seat share (topology component): 66.79% Aisle-assignment balance: 99.27% OUTCOME ------- Status: SUCCESS Completed ticks: 972 Passengers seated: 274/274 Average waiting ticks: 452.38 Longest waiting passenger: P54->10G(RIGHT) Longest waiting ticks: 928 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2167 Maximum occupied tiles: 12 Seat events: 138 Single-blocker events: 39 Multiple-blocker events: 14 Temporary aisle reoccupations: 67 RIGHT AISLE ----------- Total moves: 2041 Maximum occupied tiles: 11 Seat events: 136 Single-blocker events: 36 Multiple-blocker events: 11 Temporary aisle reoccupations: 58 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 92 Reservations granted: 89 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5072 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6358 Total stationary ticks: 128169 Seat-event requests: 282 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 680 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 680 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 285\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 24 | standardDataset=274/274 (100.00%) | motifDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | motifWorse=false | standardFamily=COMPLETE_CABIN | motifFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 13 EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING ============================================================ Date/Time: 2026-07-16 16:20:33 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 25 Scenario seed: -1618752062860107760 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.39% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 90.20% OUTCOME ------- Status: SUCCESS Completed ticks: 797 Passengers seated: 204/204 Average waiting ticks: 336.86 Longest waiting passenger: P145->11G(RIGHT) Longest waiting ticks: 754 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 7 Regions dissolved: 1 Repeated reconstructions avoided: 7 Largest region lifetime: 8 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=8 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1366 Maximum occupied tiles: 11 Seat events: 92 Single-blocker events: 18 Multiple-blocker events: 3 Temporary aisle reoccupations: 24 RIGHT AISLE ----------- Total moves: 1550 Maximum occupied tiles: 14 Seat events: 112 Single-blocker events: 34 Multiple-blocker events: 14 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 110 Reservations granted: 108 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3670 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4541 Total stationary ticks: 71737 Seat-event requests: 212 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 442 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 442 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 214\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 2\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 13 EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING ============================================================ Date/Time: 2026-07-16 16:20:33 Experiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 25 Scenario seed: -1618752062860107760 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET Row-zone concentration (diagnostic control): 30.39% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 90.20% OUTCOME ------- Status: SUCCESS Completed ticks: 795 Passengers seated: 204/204 Average waiting ticks: 335.29 Longest waiting passenger: P145->11G(RIGHT) Longest waiting ticks: 752 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 7 Regions dissolved: 1 Repeated reconstructions avoided: 7 Largest region lifetime: 8 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=8 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1366 Maximum occupied tiles: 12 Seat events: 92 Single-blocker events: 19 Multiple-blocker events: 3 Temporary aisle reoccupations: 25 RIGHT AISLE ----------- Total moves: 1550 Maximum occupied tiles: 14 Seat events: 112 Single-blocker events: 34 Multiple-blocker events: 14 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 109 Reservations granted: 109 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3857 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4838 Total stationary ticks: 71675 Seat-event requests: 213 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 472 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 472 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 213\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 25 | standardDataset=204/204 (100.00%) | motifDataset=204/204 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | motifWorse=false | standardFamily=COMPLETE_CABIN | motifFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 13 EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING ============================================================ Date/Time: 2026-07-16 16:20:33 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 26 Scenario seed: 7637717698422060553 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.07% Blocker-prone seat share (topology component): 59.36% Aisle-assignment balance: 94.15% OUTCOME ------- Status: SUCCESS Completed ticks: 1276 Passengers seated: 342/342 Average waiting ticks: 566.26 Longest waiting passenger: P248->26A(LEFT) Longest waiting ticks: 1229 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 4 Largest detected cluster: 4 Selected release potential total: 5 Last cluster decision: LEFT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 48 Regions dissolved: 3 Repeated reconstructions avoided: 48 Largest region lifetime: 31 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=31 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3173 Maximum occupied tiles: 15 Seat events: 181 Single-blocker events: 46 Multiple-blocker events: 25 Temporary aisle reoccupations: 103 RIGHT AISLE ----------- Total moves: 2795 Maximum occupied tiles: 13 Seat events: 161 Single-blocker events: 49 Multiple-blocker events: 23 Temporary aisle reoccupations: 98 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 161 Reservations granted: 161 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7578 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9483 Total stationary ticks: 200246 Seat-event requests: 371 Failed seat-event starts: 29 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 924 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 29 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 924 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 369\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 9\nOccupied-space rejections: 37\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 13 EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING ============================================================ Date/Time: 2026-07-16 16:20:33 Experiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 26 Scenario seed: 7637717698422060553 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET Row-zone concentration (diagnostic control): 28.07% Blocker-prone seat share (topology component): 59.36% Aisle-assignment balance: 94.15% OUTCOME ------- Status: SUCCESS Completed ticks: 1276 Passengers seated: 342/342 Average waiting ticks: 566.20 Longest waiting passenger: P248->26A(LEFT) Longest waiting ticks: 1229 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 4 Largest detected cluster: 4 Selected release potential total: 5 Last cluster decision: LEFT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 48 Regions dissolved: 3 Repeated reconstructions avoided: 48 Largest region lifetime: 31 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=31 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3173 Maximum occupied tiles: 15 Seat events: 181 Single-blocker events: 46 Multiple-blocker events: 25 Temporary aisle reoccupations: 103 RIGHT AISLE ----------- Total moves: 2795 Maximum occupied tiles: 15 Seat events: 161 Single-blocker events: 49 Multiple-blocker events: 23 Temporary aisle reoccupations: 98 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 161 Reservations granted: 161 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7608 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9477 Total stationary ticks: 200228 Seat-event requests: 371 Failed seat-event starts: 29 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 914 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 29 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 914 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 369\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 9\nOccupied-space rejections: 37\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 26 | standardDataset=342/342 (100.00%) | motifDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=2 | clusterStarts=4 | convertedToSuccess=false | motifWorse=false | standardFamily=COMPLETE_CABIN | motifFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 13 EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING ============================================================ Date/Time: 2026-07-16 16:20:33 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 27 Scenario seed: 7038436515696686281 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 75.46% Aisle-assignment balance: 97.22% OUTCOME ------- Status: SUCCESS Completed ticks: 784 Passengers seated: 216/216 Average waiting ticks: 348.83 Longest waiting passenger: P24->8D(LEFT) Longest waiting ticks: 747 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles11-13:occupied=3:anchor=P209:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 10 Regions dissolved: 1 Repeated reconstructions avoided: 10 Largest region lifetime: 11 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=11 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1681 Maximum occupied tiles: 14 Seat events: 111 Single-blocker events: 29 Multiple-blocker events: 17 Temporary aisle reoccupations: 67 RIGHT AISLE ----------- Total moves: 1464 Maximum occupied tiles: 11 Seat events: 105 Single-blocker events: 24 Multiple-blocker events: 8 Temporary aisle reoccupations: 42 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 123 Reservations granted: 120 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4157 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5218 Total stationary ticks: 78912 Seat-event requests: 228 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 475 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 475 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 230\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 13 EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING ============================================================ Date/Time: 2026-07-16 16:20:33 Experiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 27 Scenario seed: 7038436515696686281 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 75.46% Aisle-assignment balance: 97.22% OUTCOME ------- Status: SUCCESS Completed ticks: 784 Passengers seated: 216/216 Average waiting ticks: 348.49 Longest waiting passenger: P24->8D(LEFT) Longest waiting ticks: 747 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles11-13:occupied=3:anchor=P209:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 10 Regions dissolved: 1 Repeated reconstructions avoided: 10 Largest region lifetime: 11 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=11 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1681 Maximum occupied tiles: 14 Seat events: 111 Single-blocker events: 29 Multiple-blocker events: 17 Temporary aisle reoccupations: 67 RIGHT AISLE ----------- Total moves: 1464 Maximum occupied tiles: 11 Seat events: 105 Single-blocker events: 24 Multiple-blocker events: 8 Temporary aisle reoccupations: 42 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 123 Reservations granted: 120 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4232 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5352 Total stationary ticks: 78948 Seat-event requests: 228 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 495 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 495 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 230\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 27 | standardDataset=216/216 (100.00%) | motifDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | motifWorse=false | standardFamily=COMPLETE_CABIN | motifFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 13 EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING ============================================================ Date/Time: 2026-07-16 16:20:33 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 28 Scenario seed: 3504961108606988885 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.66% Blocker-prone seat share (topology component): 66.06% Aisle-assignment balance: 96.35% OUTCOME ------- Status: SUCCESS Completed ticks: 1007 Passengers seated: 274/274 Average waiting ticks: 452.16 Longest waiting passenger: P162->5H(RIGHT) Longest waiting ticks: 957 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles22-24:occupied=3:anchor=P175:selected=P83:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 15 Regions dissolved: 1 Repeated reconstructions avoided: 15 Largest region lifetime: 16 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=16 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2061 Maximum occupied tiles: 13 Seat events: 132 Single-blocker events: 31 Multiple-blocker events: 15 Temporary aisle reoccupations: 61 RIGHT AISLE ----------- Total moves: 2167 Maximum occupied tiles: 14 Seat events: 142 Single-blocker events: 39 Multiple-blocker events: 13 Temporary aisle reoccupations: 65 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 94 Reservations granted: 93 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5286 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6678 Total stationary ticks: 128384 Seat-event requests: 287 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 693 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 693 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 287\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 13 EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING ============================================================ Date/Time: 2026-07-16 16:20:33 Experiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 28 Scenario seed: 3504961108606988885 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET Row-zone concentration (diagnostic control): 30.66% Blocker-prone seat share (topology component): 66.06% Aisle-assignment balance: 96.35% OUTCOME ------- Status: SUCCESS Completed ticks: 1005 Passengers seated: 274/274 Average waiting ticks: 453.75 Longest waiting passenger: P162->5H(RIGHT) Longest waiting ticks: 955 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles22-24:occupied=3:anchor=P175:selected=P83:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 15 Regions dissolved: 1 Repeated reconstructions avoided: 15 Largest region lifetime: 16 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=16 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2061 Maximum occupied tiles: 13 Seat events: 132 Single-blocker events: 33 Multiple-blocker events: 15 Temporary aisle reoccupations: 63 RIGHT AISLE ----------- Total moves: 2167 Maximum occupied tiles: 14 Seat events: 142 Single-blocker events: 40 Multiple-blocker events: 13 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 94 Reservations granted: 92 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5243 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6631 Total stationary ticks: 128753 Seat-event requests: 286 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 706 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 706 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 287\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 28 | standardDataset=274/274 (100.00%) | motifDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | motifWorse=false | standardFamily=COMPLETE_CABIN | motifFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 13 EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING ============================================================ Date/Time: 2026-07-16 16:20:33 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 29 Scenario seed: 8058727884467314553 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.39% Blocker-prone seat share (topology component): 67.52% Aisle-assignment balance: 95.62% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2418 Passengers seated: 258/274 Average waiting ticks: 468.27 Longest waiting passenger: P89->18D(RIGHT) Longest waiting ticks: 2380 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 24 Cluster candidates evaluated: 47 Executable cluster candidates: 10 Rejected cluster candidates: 37 Cluster selections: 6 Cluster-selected events started: 6 Largest detected cluster: 16 Selected release potential total: 26 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1839 Regions dissolved: 2 Repeated reconstructions avoided: 1839 Largest region lifetime: 1771 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1771:occupied=16 Confirmation deferral ticks: 5 Regions reaching confirmation: 3 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1566 State changes reopening evaluation: 21 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2020 Maximum occupied tiles: 14 Seat events: 131 Single-blocker events: 43 Multiple-blocker events: 8 Temporary aisle reoccupations: 59 RIGHT AISLE ----------- Total moves: 2227 Maximum occupied tiles: 22 Seat events: 127 Single-blocker events: 40 Multiple-blocker events: 10 Temporary aisle reoccupations: 60 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1630 Reservations granted: 1627 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 12 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 19602 Longest unresolved passenger ID: 90 Longest unresolved row: 32 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 9 Longest dependency chain: P137(25E/RIGHT) -> P94(27G/RIGHT) -> P190(24F/RIGHT) -> P24(25I/RIGHT) -> P88(28D/RIGHT) -> P102(27F/RIGHT) -> P87(31H/RIGHT) -> P184(31D/RIGHT) -> P20(28I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 137 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 12 Total blocked ticks: 32482 Total stationary ticks: 151925 Seat-event requests: 1882 Failed seat-event starts: 1624 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 20 Critical blocker identity: P20->28I(RIGHT) Direct fan-out: 1 Total indirect descendants: 8 Critical tree size including blocker: 9 Critical tree depth: 9 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 16 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 7 Critical blocker tree: P20(28I/RIGHT/WAITING_FOR_SEAT_EVENT) P184(31D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P87(31H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P102(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P88(28D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P24(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P190(24F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P94(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P137(25E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1605 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 29|30 Critical blocker unavailable yield tiles: 29|30 Critical blocker yield-tile occupants: 13|153 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 3 Yield-tile occupied failures: 1605 Rear-boundary failures: 19 Middle-bank reservation failures: 3 Active-event deferrals: 1075 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 2 Trace length: 2 Yield-occupant trace: yieldOccupant[13]: P13(31G/RIGHT/MOVING_IN_AISLE@tile29) -> P153(30E/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[153]: P153(30E/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P153->30E(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P13{seat=31G,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=29,directBlocker=153,lastMoveTick=698,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P153{seat=30E,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=648,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 29|30 Current unavailable yield tiles: 29|30 Current yield-tile occupants: 13|153 Final row-event chain: 20|13|153 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 4 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1880\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 7\nOccupied-space rejections: 3201\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 13 EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING ============================================================ Date/Time: 2026-07-16 16:20:33 Experiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 29 Scenario seed: 8058727884467314553 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET Row-zone concentration (diagnostic control): 31.39% Blocker-prone seat share (topology component): 67.52% Aisle-assignment balance: 95.62% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2418 Passengers seated: 258/274 Average waiting ticks: 468.38 Longest waiting passenger: P89->18D(RIGHT) Longest waiting ticks: 2380 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 24 Cluster candidates evaluated: 47 Executable cluster candidates: 10 Rejected cluster candidates: 37 Cluster selections: 6 Cluster-selected events started: 6 Largest detected cluster: 16 Selected release potential total: 26 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1839 Regions dissolved: 2 Repeated reconstructions avoided: 1839 Largest region lifetime: 1771 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1771:occupied=16 Confirmation deferral ticks: 5 Regions reaching confirmation: 3 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1566 State changes reopening evaluation: 21 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2020 Maximum occupied tiles: 14 Seat events: 131 Single-blocker events: 43 Multiple-blocker events: 9 Temporary aisle reoccupations: 61 RIGHT AISLE ----------- Total moves: 2227 Maximum occupied tiles: 22 Seat events: 127 Single-blocker events: 43 Multiple-blocker events: 9 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1628 Reservations granted: 1627 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 12 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 19628 Longest unresolved passenger ID: 90 Longest unresolved row: 32 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 9 Longest dependency chain: P137(25E/RIGHT) -> P94(27G/RIGHT) -> P190(24F/RIGHT) -> P24(25I/RIGHT) -> P88(28D/RIGHT) -> P102(27F/RIGHT) -> P87(31H/RIGHT) -> P184(31D/RIGHT) -> P20(28I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 137 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 12 Total blocked ticks: 32466 Total stationary ticks: 151912 Seat-event requests: 1882 Failed seat-event starts: 1624 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 20 Critical blocker identity: P20->28I(RIGHT) Direct fan-out: 1 Total indirect descendants: 8 Critical tree size including blocker: 9 Critical tree depth: 9 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 16 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 7 Critical blocker tree: P20(28I/RIGHT/WAITING_FOR_SEAT_EVENT) P184(31D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P87(31H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P102(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P88(28D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P24(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P190(24F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P94(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P137(25E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1605 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 29|30 Critical blocker unavailable yield tiles: 29|30 Critical blocker yield-tile occupants: 13|153 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 3 Yield-tile occupied failures: 1605 Rear-boundary failures: 19 Middle-bank reservation failures: 1 Active-event deferrals: 1100 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 2 Trace length: 2 Yield-occupant trace: yieldOccupant[13]: P13(31G/RIGHT/MOVING_IN_AISLE@tile29) -> P153(30E/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[153]: P153(30E/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P153->30E(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P13{seat=31G,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=29,directBlocker=153,lastMoveTick=698,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P153{seat=30E,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=648,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 29|30 Current unavailable yield tiles: 29|30 Current yield-tile occupants: 13|153 Final row-event chain: 20|13|153 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 4 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1877\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 9\nOccupied-space rejections: 3201\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 29 | standardDataset=258/274 (94.16%) | motifDataset=258/274 (94.16%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=6 | clusterStarts=6 | convertedToSuccess=false | motifWorse=false | standardFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL | motifFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 13 EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING ============================================================ Date/Time: 2026-07-16 16:20:33 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 30 Scenario seed: 4796178364709272712 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 288 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.78% Blocker-prone seat share (topology component): 60.07% Aisle-assignment balance: 97.22% OUTCOME ------- Status: SUCCESS Completed ticks: 1073 Passengers seated: 288/288 Average waiting ticks: 486.26 Longest waiting passenger: P242->22A(LEFT) Longest waiting ticks: 1020 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles24-27:occupied=3:anchor=P272:selected=P258:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 13 Regions dissolved: 1 Repeated reconstructions avoided: 13 Largest region lifetime: 14 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=14 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2587 Maximum occupied tiles: 13 Seat events: 148 Single-blocker events: 40 Multiple-blocker events: 17 Temporary aisle reoccupations: 77 RIGHT AISLE ----------- Total moves: 2427 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 36 Multiple-blocker events: 18 Temporary aisle reoccupations: 73 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 124 Reservations granted: 120 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6089 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7510 Total stationary ticks: 145204 Seat-event requests: 303 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 751 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 751 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 306\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 13 EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING ============================================================ Date/Time: 2026-07-16 16:20:33 Experiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 30 Scenario seed: 4796178364709272712 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 288 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET Row-zone concentration (diagnostic control): 27.78% Blocker-prone seat share (topology component): 60.07% Aisle-assignment balance: 97.22% OUTCOME ------- Status: SUCCESS Completed ticks: 1073 Passengers seated: 288/288 Average waiting ticks: 484.59 Longest waiting passenger: P242->22A(LEFT) Longest waiting ticks: 1020 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles24-27:occupied=3:anchor=P272:selected=P258:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 13 Regions dissolved: 1 Repeated reconstructions avoided: 13 Largest region lifetime: 14 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=14 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2587 Maximum occupied tiles: 12 Seat events: 148 Single-blocker events: 41 Multiple-blocker events: 17 Temporary aisle reoccupations: 78 RIGHT AISLE ----------- Total moves: 2427 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 36 Multiple-blocker events: 18 Temporary aisle reoccupations: 73 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 120 Reservations granted: 120 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6168 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7616 Total stationary ticks: 144869 Seat-event requests: 303 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 723 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 723 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 302\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 30 | standardDataset=288/288 (100.00%) | motifDataset=288/288 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=2 | convertedToSuccess=false | motifWorse=false | standardFamily=COMPLETE_CABIN | motifFamily=COMPLETE_CABIN ************************************************************ BATCH EXPERIMENT SUMMARY RESEARCH EXPERIMENT 13 EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING ************************************************************ Experiment seed: 1783790101901 Scenarios executed: 60 Successful completions: 54 Incomplete/MAX_TICKS: 6 Average completed ticks: 1080.17 Average waiting ticks: 422.38 ************************************************************ ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 14 NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION ============================================================ Date/Time: 2026-07-16 16:44:21 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 1 Scenario seed: 7216130499227313205 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.39% Blocker-prone seat share (topology component): 66.79% Aisle-assignment balance: 98.54% OUTCOME ------- Status: SUCCESS Completed ticks: 990 Passengers seated: 274/274 Average waiting ticks: 450.42 Longest waiting passenger: P233->32A(LEFT) Longest waiting ticks: 921 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2125 Maximum occupied tiles: 12 Seat events: 139 Single-blocker events: 45 Multiple-blocker events: 13 Temporary aisle reoccupations: 71 RIGHT AISLE ----------- Total moves: 2075 Maximum occupied tiles: 11 Seat events: 135 Single-blocker events: 41 Multiple-blocker events: 8 Temporary aisle reoccupations: 57 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 98 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5198 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6411 Total stationary ticks: 127724 Seat-event requests: 284 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 632 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 632 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 289\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 14 NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION ============================================================ Date/Time: 2026-07-16 16:44:21 Experiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 1 Scenario seed: 7216130499227313205 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET Row-zone concentration (diagnostic control): 31.39% Blocker-prone seat share (topology component): 66.79% Aisle-assignment balance: 98.54% OUTCOME ------- Status: SUCCESS Completed ticks: 989 Passengers seated: 274/274 Average waiting ticks: 449.60 Longest waiting passenger: P233->32A(LEFT) Longest waiting ticks: 920 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2125 Maximum occupied tiles: 12 Seat events: 139 Single-blocker events: 45 Multiple-blocker events: 13 Temporary aisle reoccupations: 71 RIGHT AISLE ----------- Total moves: 2075 Maximum occupied tiles: 12 Seat events: 135 Single-blocker events: 41 Multiple-blocker events: 8 Temporary aisle reoccupations: 57 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 97 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5230 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6450 Total stationary ticks: 127522 Seat-event requests: 282 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 650 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 650 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 287\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 01 | standardDataset=274/274 (100.00%) | synchronisedDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | synchronisedWorse=false | standardFamily=COMPLETE_CABIN | synchronisedFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 14 NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION ============================================================ Date/Time: 2026-07-16 16:44:21 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 2 Scenario seed: -5145057424286824451 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.48% Blocker-prone seat share (topology component): 73.61% Aisle-assignment balance: 94.44% OUTCOME ------- Status: SUCCESS Completed ticks: 799 Passengers seated: 216/216 Average waiting ticks: 351.06 Longest waiting passenger: P90->5C(LEFT) Longest waiting ticks: 749 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 31 Regions dissolved: 2 Repeated reconstructions avoided: 31 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1607 Maximum occupied tiles: 12 Seat events: 114 Single-blocker events: 32 Multiple-blocker events: 9 Temporary aisle reoccupations: 52 RIGHT AISLE ----------- Total moves: 1517 Maximum occupied tiles: 11 Seat events: 102 Single-blocker events: 19 Multiple-blocker events: 9 Temporary aisle reoccupations: 38 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 125 Reservations granted: 121 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3653 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4671 Total stationary ticks: 78797 Seat-event requests: 225 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 557 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 557 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 229\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 14 NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION ============================================================ Date/Time: 2026-07-16 16:44:21 Experiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 2 Scenario seed: -5145057424286824451 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET Row-zone concentration (diagnostic control): 31.48% Blocker-prone seat share (topology component): 73.61% Aisle-assignment balance: 94.44% OUTCOME ------- Status: SUCCESS Completed ticks: 799 Passengers seated: 216/216 Average waiting ticks: 350.70 Longest waiting passenger: P90->5C(LEFT) Longest waiting ticks: 749 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 31 Regions dissolved: 2 Repeated reconstructions avoided: 31 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1607 Maximum occupied tiles: 12 Seat events: 114 Single-blocker events: 31 Multiple-blocker events: 9 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 1517 Maximum occupied tiles: 10 Seat events: 102 Single-blocker events: 20 Multiple-blocker events: 9 Temporary aisle reoccupations: 39 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 126 Reservations granted: 121 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3728 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4671 Total stationary ticks: 78779 Seat-event requests: 225 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 507 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 507 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 230\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 02 | standardDataset=216/216 (100.00%) | synchronisedDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | synchronisedWorse=false | standardFamily=COMPLETE_CABIN | synchronisedFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 14 NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION ============================================================ Date/Time: 2026-07-16 16:44:21 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 3 Scenario seed: 3757159740356003327 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.65% Blocker-prone seat share (topology component): 60.53% Aisle-assignment balance: 98.83% OUTCOME ------- Status: SUCCESS Completed ticks: 1266 Passengers seated: 342/342 Average waiting ticks: 588.90 Longest waiting passenger: P156->23B(LEFT) Longest waiting ticks: 1212 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3072 Maximum occupied tiles: 14 Seat events: 173 Single-blocker events: 56 Multiple-blocker events: 25 Temporary aisle reoccupations: 111 RIGHT AISLE ----------- Total moves: 2968 Maximum occupied tiles: 12 Seat events: 169 Single-blocker events: 49 Multiple-blocker events: 22 Temporary aisle reoccupations: 96 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 147 Reservations granted: 143 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6815 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8177 Total stationary ticks: 206919 Seat-event requests: 351 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 758 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 758 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 355\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 7\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 14 NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION ============================================================ Date/Time: 2026-07-16 16:44:21 Experiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 3 Scenario seed: 3757159740356003327 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET Row-zone concentration (diagnostic control): 28.65% Blocker-prone seat share (topology component): 60.53% Aisle-assignment balance: 98.83% OUTCOME ------- Status: SUCCESS Completed ticks: 1261 Passengers seated: 342/342 Average waiting ticks: 584.17 Longest waiting passenger: P156->23B(LEFT) Longest waiting ticks: 1207 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3072 Maximum occupied tiles: 13 Seat events: 173 Single-blocker events: 57 Multiple-blocker events: 26 Temporary aisle reoccupations: 114 RIGHT AISLE ----------- Total moves: 2968 Maximum occupied tiles: 12 Seat events: 169 Single-blocker events: 49 Multiple-blocker events: 22 Temporary aisle reoccupations: 96 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 147 Reservations granted: 142 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7028 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8488 Total stationary ticks: 205559 Seat-event requests: 350 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 789 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 789 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 355\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 7\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 03 | standardDataset=342/342 (100.00%) | synchronisedDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | synchronisedWorse=false | standardFamily=COMPLETE_CABIN | synchronisedFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 14 NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION ============================================================ Date/Time: 2026-07-16 16:44:21 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 4 Scenario seed: 4505242574357131631 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 75.49% Aisle-assignment balance: 91.18% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2255 Passengers seated: 200/204 Average waiting ticks: 339.50 Longest waiting passenger: P88->29C(RIGHT) Longest waiting ticks: 2194 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 4 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1498 Regions dissolved: 0 Repeated reconstructions avoided: 1498 Largest region lifetime: 1499 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1499:occupied=4 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1496 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1348 Maximum occupied tiles: 11 Seat events: 93 Single-blocker events: 18 Multiple-blocker events: 4 Temporary aisle reoccupations: 26 RIGHT AISLE ----------- Total moves: 1644 Maximum occupied tiles: 13 Seat events: 107 Single-blocker events: 25 Multiple-blocker events: 11 Temporary aisle reoccupations: 49 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1613 Reservations granted: 1609 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 4973 Longest unresolved passenger ID: 201 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P147(28E/RIGHT) -> P139(29G/RIGHT) -> P201(30D/RIGHT) -> P88(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 147 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 11024 Total stationary ticks: 77119 Seat-event requests: 1709 Failed seat-event starts: 1509 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 88 Critical blocker identity: P88->29C(RIGHT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 4 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P88(29C/RIGHT/WAITING_FOR_SEAT_EVENT) P201(30D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P139(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P147(28E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1505 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 4 Rear-boundary failures: 1505 Middle-bank reservation failures: 4 Active-event deferrals: 595 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1714\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 14 NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION ============================================================ Date/Time: 2026-07-16 16:44:21 Experiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 4 Scenario seed: 4505242574357131631 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 75.49% Aisle-assignment balance: 91.18% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2251 Passengers seated: 200/204 Average waiting ticks: 336.90 Longest waiting passenger: P88->29C(RIGHT) Longest waiting ticks: 2190 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 2 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1506 Regions dissolved: 1 Repeated reconstructions avoided: 1506 Largest region lifetime: 1499 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1499:occupied=4 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1496 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1348 Maximum occupied tiles: 12 Seat events: 93 Single-blocker events: 20 Multiple-blocker events: 4 Temporary aisle reoccupations: 28 RIGHT AISLE ----------- Total moves: 1644 Maximum occupied tiles: 12 Seat events: 107 Single-blocker events: 25 Multiple-blocker events: 11 Temporary aisle reoccupations: 49 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1617 Reservations granted: 1612 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 5036 Longest unresolved passenger ID: 201 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P147(28E/RIGHT) -> P139(29G/RIGHT) -> P201(30D/RIGHT) -> P88(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 147 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 11225 Total stationary ticks: 76767 Seat-event requests: 1712 Failed seat-event starts: 1512 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 88 Critical blocker identity: P88->29C(RIGHT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 4 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P88(29C/RIGHT/WAITING_FOR_SEAT_EVENT) P201(30D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P139(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P147(28E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1505 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 7 Rear-boundary failures: 1505 Middle-bank reservation failures: 5 Active-event deferrals: 599 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1716\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 5\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 04 | standardDataset=200/204 (98.04%) | synchronisedDataset=200/204 (98.04%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | synchronisedWorse=false | standardFamily=REAR_BOUNDARY_LOCK | synchronisedFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 14 NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION ============================================================ Date/Time: 2026-07-16 16:44:21 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 5 Scenario seed: -6826745434564669881 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 96.17% OUTCOME ------- Status: SUCCESS Completed ticks: 870 Passengers seated: 235/235 Average waiting ticks: 386.29 Longest waiting passenger: P138->20E(RIGHT) Longest waiting ticks: 843 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 22 Regions dissolved: 2 Repeated reconstructions avoided: 22 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1722 Maximum occupied tiles: 12 Seat events: 113 Single-blocker events: 30 Multiple-blocker events: 8 Temporary aisle reoccupations: 48 RIGHT AISLE ----------- Total moves: 1667 Maximum occupied tiles: 10 Seat events: 122 Single-blocker events: 34 Multiple-blocker events: 13 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 127 Reservations granted: 127 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4517 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5593 Total stationary ticks: 94540 Seat-event requests: 245 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 566 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 566 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 14 NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION ============================================================ Date/Time: 2026-07-16 16:44:21 Experiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 5 Scenario seed: -6826745434564669881 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 96.17% OUTCOME ------- Status: SUCCESS Completed ticks: 865 Passengers seated: 235/235 Average waiting ticks: 384.60 Longest waiting passenger: P138->20E(RIGHT) Longest waiting ticks: 838 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 27 Regions dissolved: 2 Repeated reconstructions avoided: 27 Largest region lifetime: 16 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1722 Maximum occupied tiles: 12 Seat events: 113 Single-blocker events: 28 Multiple-blocker events: 9 Temporary aisle reoccupations: 48 RIGHT AISLE ----------- Total moves: 1667 Maximum occupied tiles: 12 Seat events: 122 Single-blocker events: 34 Multiple-blocker events: 13 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 132 Reservations granted: 127 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4705 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5885 Total stationary ticks: 94385 Seat-event requests: 245 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 591 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 591 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 05 | standardDataset=235/235 (100.00%) | synchronisedDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | synchronisedWorse=false | standardFamily=COMPLETE_CABIN | synchronisedFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 14 NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION ============================================================ Date/Time: 2026-07-16 16:44:21 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 6 Scenario seed: 2513822240434754174 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.82% Blocker-prone seat share (topology component): 77.94% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 731 Passengers seated: 204/204 Average waiting ticks: 331.67 Longest waiting passenger: P8->20F(RIGHT) Longest waiting ticks: 685 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1499 Maximum occupied tiles: 14 Seat events: 102 Single-blocker events: 24 Multiple-blocker events: 8 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1479 Maximum occupied tiles: 12 Seat events: 102 Single-blocker events: 30 Multiple-blocker events: 6 Temporary aisle reoccupations: 44 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 103 Reservations granted: 103 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3601 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4643 Total stationary ticks: 70621 Seat-event requests: 210 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 585 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 585 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 210\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 14 NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION ============================================================ Date/Time: 2026-07-16 16:44:21 Experiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 6 Scenario seed: 2513822240434754174 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET Row-zone concentration (diagnostic control): 33.82% Blocker-prone seat share (topology component): 77.94% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 731 Passengers seated: 204/204 Average waiting ticks: 331.32 Longest waiting passenger: P8->20F(RIGHT) Longest waiting ticks: 685 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1499 Maximum occupied tiles: 14 Seat events: 102 Single-blocker events: 24 Multiple-blocker events: 8 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1479 Maximum occupied tiles: 12 Seat events: 102 Single-blocker events: 30 Multiple-blocker events: 6 Temporary aisle reoccupations: 44 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 103 Reservations granted: 103 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3675 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4729 Total stationary ticks: 70633 Seat-event requests: 210 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 589 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 589 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 210\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 06 | standardDataset=204/204 (100.00%) | synchronisedDataset=204/204 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | synchronisedWorse=false | standardFamily=COMPLETE_CABIN | synchronisedFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 14 NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION ============================================================ Date/Time: 2026-07-16 16:44:21 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 7 Scenario seed: -4676738862831661214 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.80% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 98.15% OUTCOME ------- Status: SUCCESS Completed ticks: 772 Passengers seated: 216/216 Average waiting ticks: 349.32 Longest waiting passenger: P213->4C(LEFT) Longest waiting ticks: 721 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 24 Regions dissolved: 2 Repeated reconstructions avoided: 24 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1563 Maximum occupied tiles: 12 Seat events: 110 Single-blocker events: 21 Multiple-blocker events: 10 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1500 Maximum occupied tiles: 12 Seat events: 106 Single-blocker events: 24 Multiple-blocker events: 10 Temporary aisle reoccupations: 48 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 119 Reservations granted: 119 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3938 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5006 Total stationary ticks: 78770 Seat-event requests: 227 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 538 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 538 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 227\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 14 NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION ============================================================ Date/Time: 2026-07-16 16:44:21 Experiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 7 Scenario seed: -4676738862831661214 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET Row-zone concentration (diagnostic control): 33.80% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 98.15% OUTCOME ------- Status: SUCCESS Completed ticks: 772 Passengers seated: 216/216 Average waiting ticks: 348.92 Longest waiting passenger: P213->4C(LEFT) Longest waiting ticks: 726 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 24 Regions dissolved: 2 Repeated reconstructions avoided: 24 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1563 Maximum occupied tiles: 12 Seat events: 110 Single-blocker events: 24 Multiple-blocker events: 10 Temporary aisle reoccupations: 45 RIGHT AISLE ----------- Total moves: 1500 Maximum occupied tiles: 12 Seat events: 106 Single-blocker events: 23 Multiple-blocker events: 11 Temporary aisle reoccupations: 49 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 121 Reservations granted: 117 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4053 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5052 Total stationary ticks: 78772 Seat-event requests: 225 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 498 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 498 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 230\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 07 | standardDataset=216/216 (100.00%) | synchronisedDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | synchronisedWorse=false | standardFamily=COMPLETE_CABIN | synchronisedFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 14 NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION ============================================================ Date/Time: 2026-07-16 16:44:21 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 8 Scenario seed: 2451708163553084058 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.05% Blocker-prone seat share (topology component): 64.86% Aisle-assignment balance: 95.75% OUTCOME ------- Status: SUCCESS Completed ticks: 943 Passengers seated: 259/259 Average waiting ticks: 421.84 Longest waiting passenger: P256->9F(LEFT) Longest waiting ticks: 901 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles10-13:occupied=3:anchor=P12:selected=P71:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2017 Maximum occupied tiles: 12 Seat events: 135 Single-blocker events: 41 Multiple-blocker events: 16 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 1933 Maximum occupied tiles: 14 Seat events: 124 Single-blocker events: 35 Multiple-blocker events: 9 Temporary aisle reoccupations: 53 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 90 Reservations granted: 90 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5174 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6489 Total stationary ticks: 113674 Seat-event requests: 273 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 652 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 652 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 272\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 14 NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION ============================================================ Date/Time: 2026-07-16 16:44:21 Experiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 8 Scenario seed: 2451708163553084058 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET Row-zone concentration (diagnostic control): 32.05% Blocker-prone seat share (topology component): 64.86% Aisle-assignment balance: 95.75% OUTCOME ------- Status: SUCCESS Completed ticks: 943 Passengers seated: 259/259 Average waiting ticks: 421.13 Longest waiting passenger: P256->9F(LEFT) Longest waiting ticks: 901 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles10-13:occupied=3:anchor=P12:selected=P71:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2017 Maximum occupied tiles: 12 Seat events: 135 Single-blocker events: 42 Multiple-blocker events: 16 Temporary aisle reoccupations: 74 RIGHT AISLE ----------- Total moves: 1933 Maximum occupied tiles: 14 Seat events: 124 Single-blocker events: 35 Multiple-blocker events: 9 Temporary aisle reoccupations: 53 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 90 Reservations granted: 90 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5294 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6650 Total stationary ticks: 113621 Seat-event requests: 273 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 675 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 675 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 272\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 08 | standardDataset=259/259 (100.00%) | synchronisedDataset=259/259 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | synchronisedWorse=false | standardFamily=COMPLETE_CABIN | synchronisedFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 14 NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION ============================================================ Date/Time: 2026-07-16 16:44:21 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 9 Scenario seed: 7260830704529197968 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 35.42% Blocker-prone seat share (topology component): 75.52% Aisle-assignment balance: 89.58% OUTCOME ------- Status: SUCCESS Completed ticks: 754 Passengers seated: 192/192 Average waiting ticks: 315.99 Longest waiting passenger: P145->3H(RIGHT) Longest waiting ticks: 702 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P60:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 10 Regions dissolved: 1 Repeated reconstructions avoided: 10 Largest region lifetime: 11 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=11 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1277 Maximum occupied tiles: 12 Seat events: 86 Single-blocker events: 13 Multiple-blocker events: 6 Temporary aisle reoccupations: 26 RIGHT AISLE ----------- Total moves: 1496 Maximum occupied tiles: 11 Seat events: 106 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 105 Reservations granted: 102 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3411 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4220 Total stationary ticks: 63467 Seat-event requests: 203 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 413 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 413 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 205\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 14 NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION ============================================================ Date/Time: 2026-07-16 16:44:21 Experiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 9 Scenario seed: 7260830704529197968 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET Row-zone concentration (diagnostic control): 35.42% Blocker-prone seat share (topology component): 75.52% Aisle-assignment balance: 89.58% OUTCOME ------- Status: SUCCESS Completed ticks: 756 Passengers seated: 192/192 Average waiting ticks: 315.03 Longest waiting passenger: P145->3H(RIGHT) Longest waiting ticks: 694 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P60:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 10 Regions dissolved: 1 Repeated reconstructions avoided: 10 Largest region lifetime: 11 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=11 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1277 Maximum occupied tiles: 12 Seat events: 86 Single-blocker events: 13 Multiple-blocker events: 6 Temporary aisle reoccupations: 26 RIGHT AISLE ----------- Total moves: 1496 Maximum occupied tiles: 13 Seat events: 106 Single-blocker events: 28 Multiple-blocker events: 10 Temporary aisle reoccupations: 50 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 105 Reservations granted: 104 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3570 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4423 Total stationary ticks: 63470 Seat-event requests: 205 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 421 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 421 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 205\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 09 | standardDataset=192/192 (100.00%) | synchronisedDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | synchronisedWorse=false | standardFamily=COMPLETE_CABIN | synchronisedFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 14 NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION ============================================================ Date/Time: 2026-07-16 16:44:21 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 10 Scenario seed: -447105676847956095 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.36% Blocker-prone seat share (topology component): 59.65% Aisle-assignment balance: 96.49% OUTCOME ------- Status: SUCCESS Completed ticks: 1251 Passengers seated: 342/342 Average waiting ticks: 564.00 Longest waiting passenger: P179->11J(RIGHT) Longest waiting ticks: 1169 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 5 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 6 Selected release potential total: 9 Last cluster decision: RIGHT:tiles10-14:occupied=4:anchor=P314:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 91 Regions dissolved: 4 Repeated reconstructions avoided: 91 Largest region lifetime: 46 Maximum simultaneous active regions: 2 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=46 Confirmation deferral ticks: 5 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 4 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2926 Maximum occupied tiles: 12 Seat events: 165 Single-blocker events: 39 Multiple-blocker events: 30 Temporary aisle reoccupations: 103 RIGHT AISLE ----------- Total moves: 3031 Maximum occupied tiles: 15 Seat events: 177 Single-blocker events: 40 Multiple-blocker events: 31 Temporary aisle reoccupations: 107 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 163 Reservations granted: 162 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7775 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9654 Total stationary ticks: 199662 Seat-event requests: 376 Failed seat-event starts: 34 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 889 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 34 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 889 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 10\nOccupied-space rejections: 41\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 14 NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION ============================================================ Date/Time: 2026-07-16 16:44:21 Experiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 10 Scenario seed: -447105676847956095 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET Row-zone concentration (diagnostic control): 28.36% Blocker-prone seat share (topology component): 59.65% Aisle-assignment balance: 96.49% OUTCOME ------- Status: SUCCESS Completed ticks: 1251 Passengers seated: 342/342 Average waiting ticks: 564.01 Longest waiting passenger: P179->11J(RIGHT) Longest waiting ticks: 1169 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 5 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 6 Selected release potential total: 9 Last cluster decision: RIGHT:tiles10-14:occupied=4:anchor=P314:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 91 Regions dissolved: 4 Repeated reconstructions avoided: 91 Largest region lifetime: 46 Maximum simultaneous active regions: 2 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=46 Confirmation deferral ticks: 5 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 4 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2926 Maximum occupied tiles: 12 Seat events: 165 Single-blocker events: 39 Multiple-blocker events: 30 Temporary aisle reoccupations: 103 RIGHT AISLE ----------- Total moves: 3031 Maximum occupied tiles: 15 Seat events: 177 Single-blocker events: 40 Multiple-blocker events: 31 Temporary aisle reoccupations: 107 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 163 Reservations granted: 162 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7745 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9756 Total stationary ticks: 199680 Seat-event requests: 376 Failed seat-event starts: 34 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 961 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 34 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 961 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 8\nDependency chains followed: 8\nBlocked by waiting-row occupant: 8\nSubstituted events started: 11\nOccupied-space rejections: 42\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 10 | standardDataset=342/342 (100.00%) | synchronisedDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=4 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | synchronisedWorse=false | standardFamily=COMPLETE_CABIN | synchronisedFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 14 NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION ============================================================ Date/Time: 2026-07-16 16:44:21 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 11 Scenario seed: 3638877016897499986 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 29.57% Blocker-prone seat share (topology component): 66.96% Aisle-assignment balance: 99.13% OUTCOME ------- Status: SUCCESS Completed ticks: 804 Passengers seated: 230/230 Average waiting ticks: 370.66 Longest waiting passenger: P111->9B(LEFT) Longest waiting ticks: 763 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1700 Maximum occupied tiles: 11 Seat events: 116 Single-blocker events: 28 Multiple-blocker events: 8 Temporary aisle reoccupations: 44 RIGHT AISLE ----------- Total moves: 1814 Maximum occupied tiles: 13 Seat events: 114 Single-blocker events: 38 Multiple-blocker events: 7 Temporary aisle reoccupations: 52 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 78 Reservations granted: 78 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4669 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5600 Total stationary ticks: 89203 Seat-event requests: 235 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 461 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 461 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 235\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 14 NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION ============================================================ Date/Time: 2026-07-16 16:44:21 Experiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 11 Scenario seed: 3638877016897499986 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET Row-zone concentration (diagnostic control): 29.57% Blocker-prone seat share (topology component): 66.96% Aisle-assignment balance: 99.13% OUTCOME ------- Status: SUCCESS Completed ticks: 805 Passengers seated: 230/230 Average waiting ticks: 371.07 Longest waiting passenger: P111->9B(LEFT) Longest waiting ticks: 764 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1700 Maximum occupied tiles: 11 Seat events: 116 Single-blocker events: 27 Multiple-blocker events: 8 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1814 Maximum occupied tiles: 13 Seat events: 114 Single-blocker events: 38 Multiple-blocker events: 7 Temporary aisle reoccupations: 52 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 78 Reservations granted: 78 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4649 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5574 Total stationary ticks: 89262 Seat-event requests: 235 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 471 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 471 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 235\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 11 | standardDataset=230/230 (100.00%) | synchronisedDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | synchronisedWorse=false | standardFamily=COMPLETE_CABIN | synchronisedFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 14 NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION ============================================================ Date/Time: 2026-07-16 16:44:21 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 12 Scenario seed: -8976697486543855838 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 36.46% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 705 Passengers seated: 192/192 Average waiting ticks: 319.16 Longest waiting passenger: P84->11G(RIGHT) Longest waiting ticks: 676 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: LEFT:tiles9-11:occupied=3:anchor=P136:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 40 Regions dissolved: 2 Repeated reconstructions avoided: 40 Largest region lifetime: 31 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=11 Confirmation deferral ticks: 3 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1421 Maximum occupied tiles: 12 Seat events: 96 Single-blocker events: 23 Multiple-blocker events: 7 Temporary aisle reoccupations: 40 RIGHT AISLE ----------- Total moves: 1396 Maximum occupied tiles: 11 Seat events: 96 Single-blocker events: 19 Multiple-blocker events: 6 Temporary aisle reoccupations: 31 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 100 Reservations granted: 100 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3355 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4022 Total stationary ticks: 63983 Seat-event requests: 201 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 348 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 348 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 199\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 5\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 14 NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION ============================================================ Date/Time: 2026-07-16 16:44:21 Experiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 12 Scenario seed: -8976697486543855838 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET Row-zone concentration (diagnostic control): 36.46% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 703 Passengers seated: 192/192 Average waiting ticks: 319.65 Longest waiting passenger: P84->11G(RIGHT) Longest waiting ticks: 674 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: LEFT:tiles9-11:occupied=3:anchor=P136:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 10 Regions dissolved: 1 Repeated reconstructions avoided: 10 Largest region lifetime: 11 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=11 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1421 Maximum occupied tiles: 11 Seat events: 96 Single-blocker events: 22 Multiple-blocker events: 7 Temporary aisle reoccupations: 38 RIGHT AISLE ----------- Total moves: 1396 Maximum occupied tiles: 11 Seat events: 96 Single-blocker events: 20 Multiple-blocker events: 6 Temporary aisle reoccupations: 32 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 99 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3336 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 3982 Total stationary ticks: 64025 Seat-event requests: 200 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 358 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 358 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 199\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 12 | standardDataset=192/192 (100.00%) | synchronisedDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | synchronisedWorse=false | standardFamily=COMPLETE_CABIN | synchronisedFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 14 NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION ============================================================ Date/Time: 2026-07-16 16:44:21 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 13 Scenario seed: 1058713798284952297 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.12% Blocker-prone seat share (topology component): 61.11% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 1097 Passengers seated: 306/306 Average waiting ticks: 507.68 Longest waiting passenger: P240->4A(LEFT) Longest waiting ticks: 1037 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2758 Maximum occupied tiles: 12 Seat events: 153 Single-blocker events: 44 Multiple-blocker events: 15 Temporary aisle reoccupations: 74 RIGHT AISLE ----------- Total moves: 2622 Maximum occupied tiles: 14 Seat events: 153 Single-blocker events: 37 Multiple-blocker events: 23 Temporary aisle reoccupations: 87 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 132 Reservations granted: 132 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6586 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7836 Total stationary ticks: 160799 Seat-event requests: 318 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 715 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 715 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 318\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 14 NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION ============================================================ Date/Time: 2026-07-16 16:44:21 Experiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 13 Scenario seed: 1058713798284952297 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET Row-zone concentration (diagnostic control): 27.12% Blocker-prone seat share (topology component): 61.11% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 1097 Passengers seated: 306/306 Average waiting ticks: 507.32 Longest waiting passenger: P240->4A(LEFT) Longest waiting ticks: 1036 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2758 Maximum occupied tiles: 12 Seat events: 153 Single-blocker events: 46 Multiple-blocker events: 15 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2622 Maximum occupied tiles: 13 Seat events: 153 Single-blocker events: 36 Multiple-blocker events: 24 Temporary aisle reoccupations: 88 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 132 Reservations granted: 132 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6556 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7824 Total stationary ticks: 160662 Seat-event requests: 318 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 726 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 726 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 318\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 13 | standardDataset=306/306 (100.00%) | synchronisedDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | synchronisedWorse=false | standardFamily=COMPLETE_CABIN | synchronisedFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 14 NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION ============================================================ Date/Time: 2026-07-16 16:44:21 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 14 Scenario seed: -2382699513390452918 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 824 Passengers seated: 235/235 Average waiting ticks: 380.83 Longest waiting passenger: P179->6D(RIGHT) Longest waiting ticks: 806 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 7 Selected release potential total: 6 Last cluster decision: LEFT:tiles9-14:occupied=6:anchor=P163:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 31 Regions dissolved: 1 Repeated reconstructions avoided: 31 Largest region lifetime: 32 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=32 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1734 Maximum occupied tiles: 13 Seat events: 116 Single-blocker events: 33 Multiple-blocker events: 9 Temporary aisle reoccupations: 53 RIGHT AISLE ----------- Total moves: 1702 Maximum occupied tiles: 14 Seat events: 119 Single-blocker events: 32 Multiple-blocker events: 13 Temporary aisle reoccupations: 60 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 130 Reservations granted: 130 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4717 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5966 Total stationary ticks: 93608 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 576 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 576 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 14 NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION ============================================================ Date/Time: 2026-07-16 16:44:21 Experiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 14 Scenario seed: -2382699513390452918 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 824 Passengers seated: 235/235 Average waiting ticks: 380.63 Longest waiting passenger: P179->6D(RIGHT) Longest waiting ticks: 806 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1734 Maximum occupied tiles: 13 Seat events: 116 Single-blocker events: 33 Multiple-blocker events: 9 Temporary aisle reoccupations: 53 RIGHT AISLE ----------- Total moves: 1702 Maximum occupied tiles: 14 Seat events: 119 Single-blocker events: 32 Multiple-blocker events: 13 Temporary aisle reoccupations: 60 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 132 Reservations granted: 126 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4772 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6007 Total stationary ticks: 93616 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 565 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 565 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 14 | standardDataset=235/235 (100.00%) | synchronisedDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | synchronisedWorse=false | standardFamily=COMPLETE_CABIN | synchronisedFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 14 NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION ============================================================ Date/Time: 2026-07-16 16:44:22 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 15 Scenario seed: 7910158282638001386 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.66% Blocker-prone seat share (topology component): 66.41% Aisle-assignment balance: 94.98% OUTCOME ------- Status: SUCCESS Completed ticks: 956 Passengers seated: 259/259 Average waiting ticks: 429.30 Longest waiting passenger: P57->12B(LEFT) Longest waiting ticks: 922 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2045 Maximum occupied tiles: 13 Seat events: 136 Single-blocker events: 37 Multiple-blocker events: 14 Temporary aisle reoccupations: 65 RIGHT AISLE ----------- Total moves: 1932 Maximum occupied tiles: 12 Seat events: 123 Single-blocker events: 32 Multiple-blocker events: 10 Temporary aisle reoccupations: 52 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 88 Reservations granted: 86 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5119 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6204 Total stationary ticks: 115474 Seat-event requests: 266 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 557 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 557 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 268\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 14 NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION ============================================================ Date/Time: 2026-07-16 16:44:22 Experiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 15 Scenario seed: 7910158282638001386 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET Row-zone concentration (diagnostic control): 31.66% Blocker-prone seat share (topology component): 66.41% Aisle-assignment balance: 94.98% OUTCOME ------- Status: SUCCESS Completed ticks: 953 Passengers seated: 259/259 Average waiting ticks: 427.77 Longest waiting passenger: P57->12B(LEFT) Longest waiting ticks: 919 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2045 Maximum occupied tiles: 13 Seat events: 136 Single-blocker events: 34 Multiple-blocker events: 15 Temporary aisle reoccupations: 64 RIGHT AISLE ----------- Total moves: 1932 Maximum occupied tiles: 11 Seat events: 123 Single-blocker events: 32 Multiple-blocker events: 11 Temporary aisle reoccupations: 54 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 86 Reservations granted: 86 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5202 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6341 Total stationary ticks: 115224 Seat-event requests: 266 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 550 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 550 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 266\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 15 | standardDataset=259/259 (100.00%) | synchronisedDataset=259/259 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | synchronisedWorse=false | standardFamily=COMPLETE_CABIN | synchronisedFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 14 NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION ============================================================ Date/Time: 2026-07-16 16:44:22 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 16 Scenario seed: 7835976452476775241 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.04% Blocker-prone seat share (topology component): 66.52% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 837 Passengers seated: 230/230 Average waiting ticks: 384.82 Longest waiting passenger: P49->16A(LEFT) Longest waiting ticks: 780 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles16-18:occupied=3:anchor=P49:selected=P151:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1782 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 28 Multiple-blocker events: 8 Temporary aisle reoccupations: 44 RIGHT AISLE ----------- Total moves: 1724 Maximum occupied tiles: 10 Seat events: 115 Single-blocker events: 33 Multiple-blocker events: 9 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 79 Reservations granted: 79 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4064 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4973 Total stationary ticks: 91828 Seat-event requests: 239 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 468 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 468 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 238\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 14 NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION ============================================================ Date/Time: 2026-07-16 16:44:22 Experiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 16 Scenario seed: 7835976452476775241 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET Row-zone concentration (diagnostic control): 33.04% Blocker-prone seat share (topology component): 66.52% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 844 Passengers seated: 230/230 Average waiting ticks: 385.44 Longest waiting passenger: P218->21H(RIGHT) Longest waiting ticks: 788 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles16-18:occupied=3:anchor=P49:selected=P151:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1782 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 27 Multiple-blocker events: 8 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1724 Maximum occupied tiles: 10 Seat events: 115 Single-blocker events: 33 Multiple-blocker events: 9 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 81 Reservations granted: 81 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4124 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4947 Total stationary ticks: 92003 Seat-event requests: 241 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 421 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 421 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 240\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 16 | standardDataset=230/230 (100.00%) | synchronisedDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | synchronisedWorse=false | standardFamily=COMPLETE_CABIN | synchronisedFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 14 NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION ============================================================ Date/Time: 2026-07-16 16:44:22 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 17 Scenario seed: -5603982636816805098 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.77% Blocker-prone seat share (topology component): 74.12% Aisle-assignment balance: 96.49% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2329 Passengers seated: 226/228 Average waiting ticks: 384.43 Longest waiting passenger: P22->29F(LEFT) Longest waiting ticks: 2256 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 24 Regions dissolved: 2 Repeated reconstructions avoided: 24 Largest region lifetime: 17 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=17 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1590 Maximum occupied tiles: 12 Seat events: 116 Single-blocker events: 23 Multiple-blocker events: 10 Temporary aisle reoccupations: 46 RIGHT AISLE ----------- Total moves: 1694 Maximum occupied tiles: 13 Seat events: 110 Single-blocker events: 28 Multiple-blocker events: 7 Temporary aisle reoccupations: 44 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1648 Reservations granted: 1639 Reservations denied/waited: 9 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3986 Longest unresolved passenger ID: 47 Longest unresolved row: 29 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P47(29B/LEFT) -> P22(29F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 47 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 8174 Total stationary ticks: 92549 Seat-event requests: 1757 Failed seat-event starts: 1531 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 22 Critical blocker identity: P22->29F(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P22(29F/LEFT/WAITING_FOR_SEAT_EVENT) P47(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1519 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 3 Critical blocker required yield tiles: 30|31|32 Critical blocker unavailable yield tiles: 31|32 Critical blocker yield-tile occupants: -1|-1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 12 Rear-boundary failures: 1519 Middle-bank reservation failures: 9 Active-event deferrals: 553 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 30|31|32 Current unavailable yield tiles: 31|32 Current yield-tile occupants: -1|-1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 7\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 14 NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION ============================================================ Date/Time: 2026-07-16 16:44:22 Experiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 17 Scenario seed: -5603982636816805098 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET Row-zone concentration (diagnostic control): 33.77% Blocker-prone seat share (topology component): 74.12% Aisle-assignment balance: 96.49% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2327 Passengers seated: 226/228 Average waiting ticks: 380.86 Longest waiting passenger: P22->29F(LEFT) Longest waiting ticks: 2254 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 24 Regions dissolved: 2 Repeated reconstructions avoided: 24 Largest region lifetime: 17 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=17 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1590 Maximum occupied tiles: 12 Seat events: 116 Single-blocker events: 24 Multiple-blocker events: 10 Temporary aisle reoccupations: 47 RIGHT AISLE ----------- Total moves: 1694 Maximum occupied tiles: 13 Seat events: 110 Single-blocker events: 29 Multiple-blocker events: 7 Temporary aisle reoccupations: 45 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1648 Reservations granted: 1643 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4230 Longest unresolved passenger ID: 47 Longest unresolved row: 29 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P47(29B/LEFT) -> P22(29F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 47 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 8311 Total stationary ticks: 91937 Seat-event requests: 1761 Failed seat-event starts: 1535 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 22 Critical blocker identity: P22->29F(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P22(29F/LEFT/WAITING_FOR_SEAT_EVENT) P47(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1522 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 3 Critical blocker required yield tiles: 30|31|32 Critical blocker unavailable yield tiles: 31|32 Critical blocker yield-tile occupants: -1|-1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 13 Rear-boundary failures: 1522 Middle-bank reservation failures: 5 Active-event deferrals: 497 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 30|31|32 Current unavailable yield tiles: 31|32 Current yield-tile occupants: -1|-1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 17 | standardDataset=226/228 (99.12%) | synchronisedDataset=226/228 (99.12%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=2 | convertedToSuccess=false | synchronisedWorse=false | standardFamily=REAR_BOUNDARY_LOCK | synchronisedFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 14 NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION ============================================================ Date/Time: 2026-07-16 16:44:22 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 18 Scenario seed: -29016899169270240 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1018 Passengers seated: 282/282 Average waiting ticks: 460.86 Longest waiting passenger: P39->31A(LEFT) Longest waiting ticks: 950 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2171 Maximum occupied tiles: 11 Seat events: 144 Single-blocker events: 41 Multiple-blocker events: 12 Temporary aisle reoccupations: 65 RIGHT AISLE ----------- Total moves: 2188 Maximum occupied tiles: 11 Seat events: 138 Single-blocker events: 39 Multiple-blocker events: 20 Temporary aisle reoccupations: 79 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 101 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5629 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7092 Total stationary ticks: 134758 Seat-event requests: 293 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 749 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 749 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 293\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 14 NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION ============================================================ Date/Time: 2026-07-16 16:44:22 Experiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 18 Scenario seed: -29016899169270240 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1018 Passengers seated: 282/282 Average waiting ticks: 460.54 Longest waiting passenger: P39->31A(LEFT) Longest waiting ticks: 950 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2171 Maximum occupied tiles: 11 Seat events: 144 Single-blocker events: 41 Multiple-blocker events: 12 Temporary aisle reoccupations: 65 RIGHT AISLE ----------- Total moves: 2188 Maximum occupied tiles: 11 Seat events: 138 Single-blocker events: 39 Multiple-blocker events: 20 Temporary aisle reoccupations: 79 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 101 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5684 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7044 Total stationary ticks: 134726 Seat-event requests: 293 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 659 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 659 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 293\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 18 | standardDataset=282/282 (100.00%) | synchronisedDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | synchronisedWorse=false | standardFamily=COMPLETE_CABIN | synchronisedFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 14 NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION ============================================================ Date/Time: 2026-07-16 16:44:22 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 19 Scenario seed: -1022932693840430131 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.20% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 99.72% OUTCOME ------- Status: SUCCESS Completed ticks: 1270 Passengers seated: 353/353 Average waiting ticks: 595.20 Longest waiting passenger: P228->31D(RIGHT) Longest waiting ticks: 1217 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 5 Clusters detected: 5 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: RIGHT:region=R5:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 5 Region updates: 107 Regions dissolved: 5 Repeated reconstructions avoided: 107 Largest region lifetime: 32 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R5:lifetime=8 Confirmation deferral ticks: 7 Regions reaching confirmation: 2 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3031 Maximum occupied tiles: 15 Seat events: 176 Single-blocker events: 50 Multiple-blocker events: 27 Temporary aisle reoccupations: 110 RIGHT AISLE ----------- Total moves: 3177 Maximum occupied tiles: 13 Seat events: 177 Single-blocker events: 51 Multiple-blocker events: 34 Temporary aisle reoccupations: 129 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 160 Reservations granted: 158 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7492 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9457 Total stationary ticks: 216460 Seat-event requests: 384 Failed seat-event starts: 31 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 994 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 31 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 994 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 11\nOccupied-space rejections: 37\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 14 NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION ============================================================ Date/Time: 2026-07-16 16:44:22 Experiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 19 Scenario seed: -1022932693840430131 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET Row-zone concentration (diagnostic control): 27.20% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 99.72% OUTCOME ------- Status: SUCCESS Completed ticks: 1270 Passengers seated: 353/353 Average waiting ticks: 593.86 Longest waiting passenger: P228->31D(RIGHT) Longest waiting ticks: 1217 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: RIGHT:region=R4:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 80 Regions dissolved: 4 Repeated reconstructions avoided: 80 Largest region lifetime: 32 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=8 Confirmation deferral ticks: 6 Regions reaching confirmation: 2 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3031 Maximum occupied tiles: 15 Seat events: 176 Single-blocker events: 52 Multiple-blocker events: 27 Temporary aisle reoccupations: 112 RIGHT AISLE ----------- Total moves: 3177 Maximum occupied tiles: 13 Seat events: 177 Single-blocker events: 51 Multiple-blocker events: 34 Temporary aisle reoccupations: 129 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 159 Reservations granted: 158 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7457 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9473 Total stationary ticks: 215994 Seat-event requests: 384 Failed seat-event starts: 31 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 1003 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 31 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 1003 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 383\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 11\nOccupied-space rejections: 37\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 19 | standardDataset=353/353 (100.00%) | synchronisedDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=4 | clusterSelections=2 | clusterStarts=3 | convertedToSuccess=false | synchronisedWorse=false | standardFamily=COMPLETE_CABIN | synchronisedFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 14 NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION ============================================================ Date/Time: 2026-07-16 16:44:22 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 20 Scenario seed: 7778104721219760133 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.66% Blocker-prone seat share (topology component): 65.69% Aisle-assignment balance: 98.54% OUTCOME ------- Status: SUCCESS Completed ticks: 989 Passengers seated: 274/274 Average waiting ticks: 448.40 Longest waiting passenger: P182->28I(RIGHT) Longest waiting ticks: 944 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2133 Maximum occupied tiles: 13 Seat events: 135 Single-blocker events: 28 Multiple-blocker events: 11 Temporary aisle reoccupations: 50 RIGHT AISLE ----------- Total moves: 2076 Maximum occupied tiles: 12 Seat events: 139 Single-blocker events: 35 Multiple-blocker events: 18 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 92 Reservations granted: 92 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5548 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6972 Total stationary ticks: 127697 Seat-event requests: 284 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 677 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 677 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 284\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 14 NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION ============================================================ Date/Time: 2026-07-16 16:44:22 Experiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 20 Scenario seed: 7778104721219760133 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET Row-zone concentration (diagnostic control): 30.66% Blocker-prone seat share (topology component): 65.69% Aisle-assignment balance: 98.54% OUTCOME ------- Status: SUCCESS Completed ticks: 988 Passengers seated: 274/274 Average waiting ticks: 447.78 Longest waiting passenger: P182->28I(RIGHT) Longest waiting ticks: 943 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2133 Maximum occupied tiles: 13 Seat events: 135 Single-blocker events: 26 Multiple-blocker events: 12 Temporary aisle reoccupations: 50 RIGHT AISLE ----------- Total moves: 2076 Maximum occupied tiles: 12 Seat events: 139 Single-blocker events: 33 Multiple-blocker events: 19 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 94 Reservations granted: 92 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5618 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6938 Total stationary ticks: 127551 Seat-event requests: 284 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 629 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 629 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 286\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 7\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 20 | standardDataset=274/274 (100.00%) | synchronisedDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | synchronisedWorse=false | standardFamily=COMPLETE_CABIN | synchronisedFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 14 NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION ============================================================ Date/Time: 2026-07-16 16:44:22 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 21 Scenario seed: -6050252773158139437 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.90% Blocker-prone seat share (topology component): 75.52% Aisle-assignment balance: 98.96% OUTCOME ------- Status: SUCCESS Completed ticks: 686 Passengers seated: 192/192 Average waiting ticks: 311.75 Longest waiting passenger: P131->5H(RIGHT) Longest waiting ticks: 644 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1430 Maximum occupied tiles: 11 Seat events: 95 Single-blocker events: 26 Multiple-blocker events: 4 Temporary aisle reoccupations: 34 RIGHT AISLE ----------- Total moves: 1368 Maximum occupied tiles: 11 Seat events: 97 Single-blocker events: 22 Multiple-blocker events: 5 Temporary aisle reoccupations: 32 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 97 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3532 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4379 Total stationary ticks: 62831 Seat-event requests: 195 Failed seat-event starts: 3 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 442 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 3 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 442 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 195\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 14 NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION ============================================================ Date/Time: 2026-07-16 16:44:22 Experiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 21 Scenario seed: -6050252773158139437 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET Row-zone concentration (diagnostic control): 34.90% Blocker-prone seat share (topology component): 75.52% Aisle-assignment balance: 98.96% OUTCOME ------- Status: SUCCESS Completed ticks: 686 Passengers seated: 192/192 Average waiting ticks: 310.47 Longest waiting passenger: P57->10B(LEFT) Longest waiting ticks: 647 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1430 Maximum occupied tiles: 12 Seat events: 95 Single-blocker events: 26 Multiple-blocker events: 4 Temporary aisle reoccupations: 34 RIGHT AISLE ----------- Total moves: 1368 Maximum occupied tiles: 11 Seat events: 97 Single-blocker events: 23 Multiple-blocker events: 4 Temporary aisle reoccupations: 31 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 97 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3675 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4433 Total stationary ticks: 62692 Seat-event requests: 195 Failed seat-event starts: 3 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 401 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 3 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 401 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 195\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 21 | standardDataset=192/192 (100.00%) | synchronisedDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | synchronisedWorse=false | standardFamily=COMPLETE_CABIN | synchronisedFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 14 NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION ============================================================ Date/Time: 2026-07-16 16:44:22 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 22 Scenario seed: -7549248447377455043 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.43% Blocker-prone seat share (topology component): 60.46% Aisle-assignment balance: 98.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1115 Passengers seated: 306/306 Average waiting ticks: 511.00 Longest waiting passenger: P126->23H(RIGHT) Longest waiting ticks: 1059 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: LEFT:tiles22-26:occupied=4:anchor=P169:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 16 Regions dissolved: 1 Repeated reconstructions avoided: 16 Largest region lifetime: 17 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=17 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2720 Maximum occupied tiles: 13 Seat events: 150 Single-blocker events: 49 Multiple-blocker events: 12 Temporary aisle reoccupations: 74 RIGHT AISLE ----------- Total moves: 2575 Maximum occupied tiles: 12 Seat events: 156 Single-blocker events: 35 Multiple-blocker events: 19 Temporary aisle reoccupations: 77 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 128 Reservations granted: 128 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6519 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8050 Total stationary ticks: 161843 Seat-event requests: 321 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 882 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 882 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 320\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 14 NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION ============================================================ Date/Time: 2026-07-16 16:44:22 Experiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 22 Scenario seed: -7549248447377455043 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET Row-zone concentration (diagnostic control): 28.43% Blocker-prone seat share (topology component): 60.46% Aisle-assignment balance: 98.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1113 Passengers seated: 306/306 Average waiting ticks: 510.80 Longest waiting passenger: P126->23H(RIGHT) Longest waiting ticks: 1057 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 43 Regions dissolved: 2 Repeated reconstructions avoided: 43 Largest region lifetime: 28 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=28 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2720 Maximum occupied tiles: 14 Seat events: 150 Single-blocker events: 50 Multiple-blocker events: 12 Temporary aisle reoccupations: 75 RIGHT AISLE ----------- Total moves: 2575 Maximum occupied tiles: 13 Seat events: 156 Single-blocker events: 35 Multiple-blocker events: 19 Temporary aisle reoccupations: 77 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 128 Reservations granted: 128 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6784 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8345 Total stationary ticks: 162091 Seat-event requests: 321 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 869 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 869 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 320\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 22 | standardDataset=306/306 (100.00%) | synchronisedDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | synchronisedWorse=false | standardFamily=COMPLETE_CABIN | synchronisedFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 14 NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION ============================================================ Date/Time: 2026-07-16 16:44:22 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 23 Scenario seed: 4519082988640820556 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.77% Blocker-prone seat share (topology component): 75.44% Aisle-assignment balance: 96.49% OUTCOME ------- Status: SUCCESS Completed ticks: 825 Passengers seated: 228/228 Average waiting ticks: 367.85 Longest waiting passenger: P154->11C(RIGHT) Longest waiting ticks: 787 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1559 Maximum occupied tiles: 14 Seat events: 110 Single-blocker events: 28 Multiple-blocker events: 14 Temporary aisle reoccupations: 59 RIGHT AISLE ----------- Total moves: 1754 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 29 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 123 Reservations granted: 123 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4498 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5596 Total stationary ticks: 87691 Seat-event requests: 238 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 544 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 544 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 238\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 14 NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION ============================================================ Date/Time: 2026-07-16 16:44:22 Experiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 23 Scenario seed: 4519082988640820556 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET Row-zone concentration (diagnostic control): 33.77% Blocker-prone seat share (topology component): 75.44% Aisle-assignment balance: 96.49% OUTCOME ------- Status: SUCCESS Completed ticks: 825 Passengers seated: 228/228 Average waiting ticks: 368.02 Longest waiting passenger: P154->11C(RIGHT) Longest waiting ticks: 787 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1559 Maximum occupied tiles: 14 Seat events: 110 Single-blocker events: 29 Multiple-blocker events: 14 Temporary aisle reoccupations: 60 RIGHT AISLE ----------- Total moves: 1754 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 56 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 123 Reservations granted: 123 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4483 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5559 Total stationary ticks: 87664 Seat-event requests: 238 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 561 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 561 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 238\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 23 | standardDataset=228/228 (100.00%) | synchronisedDataset=228/228 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | synchronisedWorse=false | standardFamily=COMPLETE_CABIN | synchronisedFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 14 NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION ============================================================ Date/Time: 2026-07-16 16:44:22 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 24 Scenario seed: 4297087376607226005 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.66% Blocker-prone seat share (topology component): 66.79% Aisle-assignment balance: 99.27% OUTCOME ------- Status: SUCCESS Completed ticks: 970 Passengers seated: 274/274 Average waiting ticks: 452.86 Longest waiting passenger: P54->10G(RIGHT) Longest waiting ticks: 925 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: RIGHT:tiles23-26:occupied=4:anchor=P246:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 22 Regions dissolved: 1 Repeated reconstructions avoided: 22 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=23 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2167 Maximum occupied tiles: 12 Seat events: 138 Single-blocker events: 39 Multiple-blocker events: 14 Temporary aisle reoccupations: 67 RIGHT AISLE ----------- Total moves: 2041 Maximum occupied tiles: 12 Seat events: 136 Single-blocker events: 37 Multiple-blocker events: 11 Temporary aisle reoccupations: 59 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 93 Reservations granted: 93 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5016 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6316 Total stationary ticks: 128215 Seat-event requests: 287 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 710 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 710 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 286\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 14 NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION ============================================================ Date/Time: 2026-07-16 16:44:22 Experiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 24 Scenario seed: 4297087376607226005 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET Row-zone concentration (diagnostic control): 30.66% Blocker-prone seat share (topology component): 66.79% Aisle-assignment balance: 99.27% OUTCOME ------- Status: SUCCESS Completed ticks: 972 Passengers seated: 274/274 Average waiting ticks: 452.18 Longest waiting passenger: P54->10G(RIGHT) Longest waiting ticks: 928 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2167 Maximum occupied tiles: 12 Seat events: 138 Single-blocker events: 39 Multiple-blocker events: 14 Temporary aisle reoccupations: 67 RIGHT AISLE ----------- Total moves: 2041 Maximum occupied tiles: 11 Seat events: 136 Single-blocker events: 36 Multiple-blocker events: 11 Temporary aisle reoccupations: 58 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 92 Reservations granted: 89 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5108 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6472 Total stationary ticks: 128194 Seat-event requests: 282 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 705 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 705 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 285\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 24 | standardDataset=274/274 (100.00%) | synchronisedDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | synchronisedWorse=false | standardFamily=COMPLETE_CABIN | synchronisedFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 14 NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION ============================================================ Date/Time: 2026-07-16 16:44:22 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 25 Scenario seed: -1618752062860107760 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.39% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 90.20% OUTCOME ------- Status: SUCCESS Completed ticks: 797 Passengers seated: 204/204 Average waiting ticks: 336.86 Longest waiting passenger: P145->11G(RIGHT) Longest waiting ticks: 754 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 7 Regions dissolved: 1 Repeated reconstructions avoided: 7 Largest region lifetime: 8 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=8 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1366 Maximum occupied tiles: 11 Seat events: 92 Single-blocker events: 18 Multiple-blocker events: 3 Temporary aisle reoccupations: 24 RIGHT AISLE ----------- Total moves: 1550 Maximum occupied tiles: 14 Seat events: 112 Single-blocker events: 34 Multiple-blocker events: 14 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 110 Reservations granted: 108 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3670 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4541 Total stationary ticks: 71737 Seat-event requests: 212 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 442 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 442 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 214\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 2\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 14 NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION ============================================================ Date/Time: 2026-07-16 16:44:22 Experiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 25 Scenario seed: -1618752062860107760 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET Row-zone concentration (diagnostic control): 30.39% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 90.20% OUTCOME ------- Status: SUCCESS Completed ticks: 796 Passengers seated: 204/204 Average waiting ticks: 336.07 Longest waiting passenger: P145->11G(RIGHT) Longest waiting ticks: 753 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 7 Regions dissolved: 1 Repeated reconstructions avoided: 7 Largest region lifetime: 8 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=8 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1366 Maximum occupied tiles: 12 Seat events: 92 Single-blocker events: 19 Multiple-blocker events: 3 Temporary aisle reoccupations: 25 RIGHT AISLE ----------- Total moves: 1550 Maximum occupied tiles: 14 Seat events: 112 Single-blocker events: 34 Multiple-blocker events: 14 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 109 Reservations granted: 109 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3830 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4786 Total stationary ticks: 71795 Seat-event requests: 213 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 464 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 464 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 213\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 25 | standardDataset=204/204 (100.00%) | synchronisedDataset=204/204 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | synchronisedWorse=false | standardFamily=COMPLETE_CABIN | synchronisedFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 14 NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION ============================================================ Date/Time: 2026-07-16 16:44:22 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 26 Scenario seed: 7637717698422060553 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.07% Blocker-prone seat share (topology component): 59.36% Aisle-assignment balance: 94.15% OUTCOME ------- Status: SUCCESS Completed ticks: 1276 Passengers seated: 342/342 Average waiting ticks: 566.26 Longest waiting passenger: P248->26A(LEFT) Longest waiting ticks: 1229 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 4 Largest detected cluster: 4 Selected release potential total: 5 Last cluster decision: LEFT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 48 Regions dissolved: 3 Repeated reconstructions avoided: 48 Largest region lifetime: 31 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=31 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3173 Maximum occupied tiles: 15 Seat events: 181 Single-blocker events: 46 Multiple-blocker events: 25 Temporary aisle reoccupations: 103 RIGHT AISLE ----------- Total moves: 2795 Maximum occupied tiles: 13 Seat events: 161 Single-blocker events: 49 Multiple-blocker events: 23 Temporary aisle reoccupations: 98 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 161 Reservations granted: 161 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7578 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9483 Total stationary ticks: 200246 Seat-event requests: 371 Failed seat-event starts: 29 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 924 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 29 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 924 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 369\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 9\nOccupied-space rejections: 37\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 14 NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION ============================================================ Date/Time: 2026-07-16 16:44:22 Experiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 26 Scenario seed: 7637717698422060553 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET Row-zone concentration (diagnostic control): 28.07% Blocker-prone seat share (topology component): 59.36% Aisle-assignment balance: 94.15% OUTCOME ------- Status: SUCCESS Completed ticks: 1276 Passengers seated: 342/342 Average waiting ticks: 566.05 Longest waiting passenger: P248->26A(LEFT) Longest waiting ticks: 1229 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 4 Largest detected cluster: 4 Selected release potential total: 5 Last cluster decision: LEFT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 48 Regions dissolved: 3 Repeated reconstructions avoided: 48 Largest region lifetime: 31 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=31 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3173 Maximum occupied tiles: 15 Seat events: 181 Single-blocker events: 46 Multiple-blocker events: 25 Temporary aisle reoccupations: 103 RIGHT AISLE ----------- Total moves: 2795 Maximum occupied tiles: 15 Seat events: 161 Single-blocker events: 49 Multiple-blocker events: 23 Temporary aisle reoccupations: 98 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 161 Reservations granted: 161 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7643 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9529 Total stationary ticks: 200240 Seat-event requests: 371 Failed seat-event starts: 29 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 904 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 29 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 904 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 369\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 9\nOccupied-space rejections: 37\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 26 | standardDataset=342/342 (100.00%) | synchronisedDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=2 | clusterStarts=4 | convertedToSuccess=false | synchronisedWorse=false | standardFamily=COMPLETE_CABIN | synchronisedFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 14 NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION ============================================================ Date/Time: 2026-07-16 16:44:22 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 27 Scenario seed: 7038436515696686281 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 75.46% Aisle-assignment balance: 97.22% OUTCOME ------- Status: SUCCESS Completed ticks: 784 Passengers seated: 216/216 Average waiting ticks: 348.83 Longest waiting passenger: P24->8D(LEFT) Longest waiting ticks: 747 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles11-13:occupied=3:anchor=P209:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 10 Regions dissolved: 1 Repeated reconstructions avoided: 10 Largest region lifetime: 11 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=11 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1681 Maximum occupied tiles: 14 Seat events: 111 Single-blocker events: 29 Multiple-blocker events: 17 Temporary aisle reoccupations: 67 RIGHT AISLE ----------- Total moves: 1464 Maximum occupied tiles: 11 Seat events: 105 Single-blocker events: 24 Multiple-blocker events: 8 Temporary aisle reoccupations: 42 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 123 Reservations granted: 120 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4157 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5218 Total stationary ticks: 78912 Seat-event requests: 228 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 475 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 475 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 230\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 14 NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION ============================================================ Date/Time: 2026-07-16 16:44:22 Experiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 27 Scenario seed: 7038436515696686281 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 75.46% Aisle-assignment balance: 97.22% OUTCOME ------- Status: SUCCESS Completed ticks: 788 Passengers seated: 216/216 Average waiting ticks: 348.81 Longest waiting passenger: P24->8D(LEFT) Longest waiting ticks: 751 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles11-13:occupied=3:anchor=P209:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 10 Regions dissolved: 1 Repeated reconstructions avoided: 10 Largest region lifetime: 11 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=11 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1681 Maximum occupied tiles: 15 Seat events: 111 Single-blocker events: 30 Multiple-blocker events: 17 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 1464 Maximum occupied tiles: 11 Seat events: 105 Single-blocker events: 23 Multiple-blocker events: 8 Temporary aisle reoccupations: 41 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 126 Reservations granted: 121 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4312 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5482 Total stationary ticks: 79146 Seat-event requests: 229 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 486 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 486 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 234\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 27 | standardDataset=216/216 (100.00%) | synchronisedDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | synchronisedWorse=false | standardFamily=COMPLETE_CABIN | synchronisedFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 14 NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION ============================================================ Date/Time: 2026-07-16 16:44:22 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 28 Scenario seed: 3504961108606988885 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.66% Blocker-prone seat share (topology component): 66.06% Aisle-assignment balance: 96.35% OUTCOME ------- Status: SUCCESS Completed ticks: 1007 Passengers seated: 274/274 Average waiting ticks: 452.16 Longest waiting passenger: P162->5H(RIGHT) Longest waiting ticks: 957 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles22-24:occupied=3:anchor=P175:selected=P83:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 15 Regions dissolved: 1 Repeated reconstructions avoided: 15 Largest region lifetime: 16 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=16 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2061 Maximum occupied tiles: 13 Seat events: 132 Single-blocker events: 31 Multiple-blocker events: 15 Temporary aisle reoccupations: 61 RIGHT AISLE ----------- Total moves: 2167 Maximum occupied tiles: 14 Seat events: 142 Single-blocker events: 39 Multiple-blocker events: 13 Temporary aisle reoccupations: 65 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 94 Reservations granted: 93 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5286 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6678 Total stationary ticks: 128384 Seat-event requests: 287 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 693 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 693 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 287\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 14 NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION ============================================================ Date/Time: 2026-07-16 16:44:22 Experiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 28 Scenario seed: 3504961108606988885 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET Row-zone concentration (diagnostic control): 30.66% Blocker-prone seat share (topology component): 66.06% Aisle-assignment balance: 96.35% OUTCOME ------- Status: SUCCESS Completed ticks: 1005 Passengers seated: 274/274 Average waiting ticks: 453.59 Longest waiting passenger: P162->5H(RIGHT) Longest waiting ticks: 955 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles22-24:occupied=3:anchor=P175:selected=P83:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 15 Regions dissolved: 1 Repeated reconstructions avoided: 15 Largest region lifetime: 16 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=16 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2061 Maximum occupied tiles: 13 Seat events: 132 Single-blocker events: 33 Multiple-blocker events: 15 Temporary aisle reoccupations: 63 RIGHT AISLE ----------- Total moves: 2167 Maximum occupied tiles: 14 Seat events: 142 Single-blocker events: 40 Multiple-blocker events: 13 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 93 Reservations granted: 92 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5232 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6641 Total stationary ticks: 128697 Seat-event requests: 286 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 726 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 726 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 286\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 28 | standardDataset=274/274 (100.00%) | synchronisedDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | synchronisedWorse=false | standardFamily=COMPLETE_CABIN | synchronisedFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 14 NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION ============================================================ Date/Time: 2026-07-16 16:44:22 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 29 Scenario seed: 8058727884467314553 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.39% Blocker-prone seat share (topology component): 67.52% Aisle-assignment balance: 95.62% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2418 Passengers seated: 258/274 Average waiting ticks: 468.27 Longest waiting passenger: P89->18D(RIGHT) Longest waiting ticks: 2380 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 24 Cluster candidates evaluated: 47 Executable cluster candidates: 10 Rejected cluster candidates: 37 Cluster selections: 6 Cluster-selected events started: 6 Largest detected cluster: 16 Selected release potential total: 26 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1839 Regions dissolved: 2 Repeated reconstructions avoided: 1839 Largest region lifetime: 1771 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1771:occupied=16 Confirmation deferral ticks: 5 Regions reaching confirmation: 3 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1566 State changes reopening evaluation: 21 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2020 Maximum occupied tiles: 14 Seat events: 131 Single-blocker events: 43 Multiple-blocker events: 8 Temporary aisle reoccupations: 59 RIGHT AISLE ----------- Total moves: 2227 Maximum occupied tiles: 22 Seat events: 127 Single-blocker events: 40 Multiple-blocker events: 10 Temporary aisle reoccupations: 60 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1630 Reservations granted: 1627 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 12 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 19602 Longest unresolved passenger ID: 90 Longest unresolved row: 32 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 9 Longest dependency chain: P137(25E/RIGHT) -> P94(27G/RIGHT) -> P190(24F/RIGHT) -> P24(25I/RIGHT) -> P88(28D/RIGHT) -> P102(27F/RIGHT) -> P87(31H/RIGHT) -> P184(31D/RIGHT) -> P20(28I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 137 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 12 Total blocked ticks: 32482 Total stationary ticks: 151925 Seat-event requests: 1882 Failed seat-event starts: 1624 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 20 Critical blocker identity: P20->28I(RIGHT) Direct fan-out: 1 Total indirect descendants: 8 Critical tree size including blocker: 9 Critical tree depth: 9 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 16 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 7 Critical blocker tree: P20(28I/RIGHT/WAITING_FOR_SEAT_EVENT) P184(31D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P87(31H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P102(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P88(28D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P24(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P190(24F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P94(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P137(25E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1605 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 29|30 Critical blocker unavailable yield tiles: 29|30 Critical blocker yield-tile occupants: 13|153 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 3 Yield-tile occupied failures: 1605 Rear-boundary failures: 19 Middle-bank reservation failures: 3 Active-event deferrals: 1075 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 2 Trace length: 2 Yield-occupant trace: yieldOccupant[13]: P13(31G/RIGHT/MOVING_IN_AISLE@tile29) -> P153(30E/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[153]: P153(30E/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P153->30E(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P13{seat=31G,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=29,directBlocker=153,lastMoveTick=698,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P153{seat=30E,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=648,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 29|30 Current unavailable yield tiles: 29|30 Current yield-tile occupants: 13|153 Final row-event chain: 20|13|153 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 4 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1880\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 7\nOccupied-space rejections: 3201\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 14 NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION ============================================================ Date/Time: 2026-07-16 16:44:22 Experiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 29 Scenario seed: 8058727884467314553 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET Row-zone concentration (diagnostic control): 31.39% Blocker-prone seat share (topology component): 67.52% Aisle-assignment balance: 95.62% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2418 Passengers seated: 258/274 Average waiting ticks: 468.29 Longest waiting passenger: P89->18D(RIGHT) Longest waiting ticks: 2380 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 24 Cluster candidates evaluated: 47 Executable cluster candidates: 10 Rejected cluster candidates: 37 Cluster selections: 6 Cluster-selected events started: 6 Largest detected cluster: 16 Selected release potential total: 26 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1839 Regions dissolved: 2 Repeated reconstructions avoided: 1839 Largest region lifetime: 1771 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1771:occupied=16 Confirmation deferral ticks: 5 Regions reaching confirmation: 3 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1566 State changes reopening evaluation: 21 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2020 Maximum occupied tiles: 14 Seat events: 131 Single-blocker events: 43 Multiple-blocker events: 9 Temporary aisle reoccupations: 61 RIGHT AISLE ----------- Total moves: 2227 Maximum occupied tiles: 22 Seat events: 127 Single-blocker events: 43 Multiple-blocker events: 9 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1628 Reservations granted: 1627 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 12 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 19619 Longest unresolved passenger ID: 90 Longest unresolved row: 32 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 9 Longest dependency chain: P137(25E/RIGHT) -> P94(27G/RIGHT) -> P190(24F/RIGHT) -> P24(25I/RIGHT) -> P88(28D/RIGHT) -> P102(27F/RIGHT) -> P87(31H/RIGHT) -> P184(31D/RIGHT) -> P20(28I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 137 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 12 Total blocked ticks: 32461 Total stationary ticks: 151907 Seat-event requests: 1882 Failed seat-event starts: 1624 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 20 Critical blocker identity: P20->28I(RIGHT) Direct fan-out: 1 Total indirect descendants: 8 Critical tree size including blocker: 9 Critical tree depth: 9 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 16 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 7 Critical blocker tree: P20(28I/RIGHT/WAITING_FOR_SEAT_EVENT) P184(31D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P87(31H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P102(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P88(28D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P24(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P190(24F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P94(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P137(25E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1605 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 29|30 Critical blocker unavailable yield tiles: 29|30 Critical blocker yield-tile occupants: 13|153 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 3 Yield-tile occupied failures: 1605 Rear-boundary failures: 19 Middle-bank reservation failures: 1 Active-event deferrals: 1077 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 2 Trace length: 2 Yield-occupant trace: yieldOccupant[13]: P13(31G/RIGHT/MOVING_IN_AISLE@tile29) -> P153(30E/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[153]: P153(30E/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P153->30E(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P13{seat=31G,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=29,directBlocker=153,lastMoveTick=698,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P153{seat=30E,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=648,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 29|30 Current unavailable yield tiles: 29|30 Current yield-tile occupants: 13|153 Final row-event chain: 20|13|153 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 4 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1877\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 9\nOccupied-space rejections: 3201\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 29 | standardDataset=258/274 (94.16%) | synchronisedDataset=258/274 (94.16%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=6 | clusterStarts=6 | convertedToSuccess=false | synchronisedWorse=false | standardFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL | synchronisedFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 14 NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION ============================================================ Date/Time: 2026-07-16 16:44:22 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 30 Scenario seed: 4796178364709272712 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 288 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.78% Blocker-prone seat share (topology component): 60.07% Aisle-assignment balance: 97.22% OUTCOME ------- Status: SUCCESS Completed ticks: 1073 Passengers seated: 288/288 Average waiting ticks: 486.26 Longest waiting passenger: P242->22A(LEFT) Longest waiting ticks: 1020 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles24-27:occupied=3:anchor=P272:selected=P258:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 13 Regions dissolved: 1 Repeated reconstructions avoided: 13 Largest region lifetime: 14 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=14 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2587 Maximum occupied tiles: 13 Seat events: 148 Single-blocker events: 40 Multiple-blocker events: 17 Temporary aisle reoccupations: 77 RIGHT AISLE ----------- Total moves: 2427 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 36 Multiple-blocker events: 18 Temporary aisle reoccupations: 73 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 124 Reservations granted: 120 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6089 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7510 Total stationary ticks: 145204 Seat-event requests: 303 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 751 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 751 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 306\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 14 NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION ============================================================ Date/Time: 2026-07-16 16:44:22 Experiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 30 Scenario seed: 4796178364709272712 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 288 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET Row-zone concentration (diagnostic control): 27.78% Blocker-prone seat share (topology component): 60.07% Aisle-assignment balance: 97.22% OUTCOME ------- Status: SUCCESS Completed ticks: 1075 Passengers seated: 288/288 Average waiting ticks: 485.52 Longest waiting passenger: P242->22A(LEFT) Longest waiting ticks: 1022 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles24-27:occupied=3:anchor=P272:selected=P258:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 13 Regions dissolved: 1 Repeated reconstructions avoided: 13 Largest region lifetime: 14 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=14 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2587 Maximum occupied tiles: 12 Seat events: 148 Single-blocker events: 40 Multiple-blocker events: 17 Temporary aisle reoccupations: 77 RIGHT AISLE ----------- Total moves: 2427 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 36 Multiple-blocker events: 18 Temporary aisle reoccupations: 73 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 120 Reservations granted: 120 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6166 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7594 Total stationary ticks: 145128 Seat-event requests: 303 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 714 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 714 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 302\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 30 | standardDataset=288/288 (100.00%) | synchronisedDataset=288/288 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=2 | convertedToSuccess=false | synchronisedWorse=false | standardFamily=COMPLETE_CABIN | synchronisedFamily=COMPLETE_CABIN ************************************************************ BATCH EXPERIMENT SUMMARY RESEARCH EXPERIMENT 14 NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION ************************************************************ Experiment seed: 1783790101901 Scenarios executed: 60 Successful completions: 54 Incomplete/MAX_TICKS: 6 Average completed ticks: 1080.20 Average waiting ticks: 422.39 ************************************************************ ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 15 DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY ============================================================ Date/Time: 2026-07-16 17:18:52 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 1 Scenario seed: 7216130499227313205 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.39% Blocker-prone seat share (topology component): 66.79% Aisle-assignment balance: 98.54% OUTCOME ------- Status: SUCCESS Completed ticks: 990 Passengers seated: 274/274 Average waiting ticks: 450.42 Longest waiting passenger: P233->32A(LEFT) Longest waiting ticks: 921 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2125 Maximum occupied tiles: 12 Seat events: 139 Single-blocker events: 45 Multiple-blocker events: 13 Temporary aisle reoccupations: 71 RIGHT AISLE ----------- Total moves: 2075 Maximum occupied tiles: 11 Seat events: 135 Single-blocker events: 41 Multiple-blocker events: 8 Temporary aisle reoccupations: 57 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 98 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5198 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6411 Total stationary ticks: 127724 Seat-event requests: 284 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 632 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 632 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 289\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 15 DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY ============================================================ Date/Time: 2026-07-16 17:18:52 Experiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 1 Scenario seed: 7216130499227313205 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET Row-zone concentration (diagnostic control): 31.39% Blocker-prone seat share (topology component): 66.79% Aisle-assignment balance: 98.54% OUTCOME ------- Status: SUCCESS Completed ticks: 989 Passengers seated: 274/274 Average waiting ticks: 449.47 Longest waiting passenger: P233->32A(LEFT) Longest waiting ticks: 920 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2125 Maximum occupied tiles: 12 Seat events: 139 Single-blocker events: 46 Multiple-blocker events: 12 Temporary aisle reoccupations: 70 RIGHT AISLE ----------- Total moves: 2075 Maximum occupied tiles: 12 Seat events: 135 Single-blocker events: 42 Multiple-blocker events: 8 Temporary aisle reoccupations: 58 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 97 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5235 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6332 Total stationary ticks: 127436 Seat-event requests: 282 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 597 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 597 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 282\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 01 | standardDataset=274/274 (100.00%) | diversityDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | diversityWorse=false | standardFamily=COMPLETE_CABIN | diversityFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 15 DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY ============================================================ Date/Time: 2026-07-16 17:18:52 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 2 Scenario seed: -5145057424286824451 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.48% Blocker-prone seat share (topology component): 73.61% Aisle-assignment balance: 94.44% OUTCOME ------- Status: SUCCESS Completed ticks: 799 Passengers seated: 216/216 Average waiting ticks: 351.06 Longest waiting passenger: P90->5C(LEFT) Longest waiting ticks: 749 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 31 Regions dissolved: 2 Repeated reconstructions avoided: 31 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1607 Maximum occupied tiles: 12 Seat events: 114 Single-blocker events: 32 Multiple-blocker events: 9 Temporary aisle reoccupations: 52 RIGHT AISLE ----------- Total moves: 1517 Maximum occupied tiles: 11 Seat events: 102 Single-blocker events: 19 Multiple-blocker events: 9 Temporary aisle reoccupations: 38 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 125 Reservations granted: 121 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3653 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4671 Total stationary ticks: 78797 Seat-event requests: 225 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 557 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 557 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 229\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 15 DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY ============================================================ Date/Time: 2026-07-16 17:18:52 Experiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 2 Scenario seed: -5145057424286824451 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET Row-zone concentration (diagnostic control): 31.48% Blocker-prone seat share (topology component): 73.61% Aisle-assignment balance: 94.44% OUTCOME ------- Status: SUCCESS Completed ticks: 799 Passengers seated: 216/216 Average waiting ticks: 350.68 Longest waiting passenger: P90->5C(LEFT) Longest waiting ticks: 749 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 31 Regions dissolved: 2 Repeated reconstructions avoided: 31 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1607 Maximum occupied tiles: 12 Seat events: 114 Single-blocker events: 31 Multiple-blocker events: 9 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 1517 Maximum occupied tiles: 12 Seat events: 102 Single-blocker events: 20 Multiple-blocker events: 9 Temporary aisle reoccupations: 39 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 124 Reservations granted: 121 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3738 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4769 Total stationary ticks: 78822 Seat-event requests: 224 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 550 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 550 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 227\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 02 | standardDataset=216/216 (100.00%) | diversityDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | diversityWorse=false | standardFamily=COMPLETE_CABIN | diversityFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 15 DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY ============================================================ Date/Time: 2026-07-16 17:18:52 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 3 Scenario seed: 3757159740356003327 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.65% Blocker-prone seat share (topology component): 60.53% Aisle-assignment balance: 98.83% OUTCOME ------- Status: SUCCESS Completed ticks: 1266 Passengers seated: 342/342 Average waiting ticks: 588.90 Longest waiting passenger: P156->23B(LEFT) Longest waiting ticks: 1212 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3072 Maximum occupied tiles: 14 Seat events: 173 Single-blocker events: 56 Multiple-blocker events: 25 Temporary aisle reoccupations: 111 RIGHT AISLE ----------- Total moves: 2968 Maximum occupied tiles: 12 Seat events: 169 Single-blocker events: 49 Multiple-blocker events: 22 Temporary aisle reoccupations: 96 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 147 Reservations granted: 143 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6815 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8177 Total stationary ticks: 206919 Seat-event requests: 351 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 758 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 758 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 355\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 7\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 15 DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY ============================================================ Date/Time: 2026-07-16 17:18:52 Experiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 3 Scenario seed: 3757159740356003327 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET Row-zone concentration (diagnostic control): 28.65% Blocker-prone seat share (topology component): 60.53% Aisle-assignment balance: 98.83% OUTCOME ------- Status: SUCCESS Completed ticks: 1259 Passengers seated: 342/342 Average waiting ticks: 583.13 Longest waiting passenger: P156->23B(LEFT) Longest waiting ticks: 1205 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 3 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: LEFT:tiles16-19:occupied=3:anchor=P50:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 29 Regions dissolved: 2 Repeated reconstructions avoided: 29 Largest region lifetime: 18 Maximum simultaneous active regions: 2 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3072 Maximum occupied tiles: 16 Seat events: 173 Single-blocker events: 56 Multiple-blocker events: 26 Temporary aisle reoccupations: 113 RIGHT AISLE ----------- Total moves: 2968 Maximum occupied tiles: 12 Seat events: 169 Single-blocker events: 48 Multiple-blocker events: 22 Temporary aisle reoccupations: 95 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 149 Reservations granted: 149 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7152 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8668 Total stationary ticks: 205331 Seat-event requests: 357 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 830 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 830 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 356\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 7\nOccupied-space rejections: 19\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 03 | standardDataset=342/342 (100.00%) | diversityDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | diversityWorse=false | standardFamily=COMPLETE_CABIN | diversityFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 15 DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY ============================================================ Date/Time: 2026-07-16 17:18:53 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 4 Scenario seed: 4505242574357131631 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 75.49% Aisle-assignment balance: 91.18% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2255 Passengers seated: 200/204 Average waiting ticks: 339.50 Longest waiting passenger: P88->29C(RIGHT) Longest waiting ticks: 2194 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 4 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1498 Regions dissolved: 0 Repeated reconstructions avoided: 1498 Largest region lifetime: 1499 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1499:occupied=4 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1496 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1348 Maximum occupied tiles: 11 Seat events: 93 Single-blocker events: 18 Multiple-blocker events: 4 Temporary aisle reoccupations: 26 RIGHT AISLE ----------- Total moves: 1644 Maximum occupied tiles: 13 Seat events: 107 Single-blocker events: 25 Multiple-blocker events: 11 Temporary aisle reoccupations: 49 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1613 Reservations granted: 1609 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 4973 Longest unresolved passenger ID: 201 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P147(28E/RIGHT) -> P139(29G/RIGHT) -> P201(30D/RIGHT) -> P88(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 147 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 11024 Total stationary ticks: 77119 Seat-event requests: 1709 Failed seat-event starts: 1509 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 88 Critical blocker identity: P88->29C(RIGHT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 4 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P88(29C/RIGHT/WAITING_FOR_SEAT_EVENT) P201(30D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P139(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P147(28E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1505 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 4 Rear-boundary failures: 1505 Middle-bank reservation failures: 4 Active-event deferrals: 595 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1714\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 15 DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY ============================================================ Date/Time: 2026-07-16 17:18:53 Experiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 4 Scenario seed: 4505242574357131631 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 75.49% Aisle-assignment balance: 91.18% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2251 Passengers seated: 200/204 Average waiting ticks: 336.67 Longest waiting passenger: P88->29C(RIGHT) Longest waiting ticks: 2190 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 4 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1498 Regions dissolved: 0 Repeated reconstructions avoided: 1498 Largest region lifetime: 1499 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1499:occupied=4 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1496 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1348 Maximum occupied tiles: 12 Seat events: 93 Single-blocker events: 20 Multiple-blocker events: 4 Temporary aisle reoccupations: 28 RIGHT AISLE ----------- Total moves: 1644 Maximum occupied tiles: 11 Seat events: 107 Single-blocker events: 24 Multiple-blocker events: 11 Temporary aisle reoccupations: 48 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1616 Reservations granted: 1609 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 4988 Longest unresolved passenger ID: 201 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P147(28E/RIGHT) -> P139(29G/RIGHT) -> P201(30D/RIGHT) -> P88(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 147 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 11085 Total stationary ticks: 76700 Seat-event requests: 1709 Failed seat-event starts: 1509 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 88 Critical blocker identity: P88->29C(RIGHT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 4 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P88(29C/RIGHT/WAITING_FOR_SEAT_EVENT) P201(30D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P139(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P147(28E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1505 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 4 Rear-boundary failures: 1505 Middle-bank reservation failures: 7 Active-event deferrals: 515 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1716\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 04 | standardDataset=200/204 (98.04%) | diversityDataset=200/204 (98.04%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | diversityWorse=false | standardFamily=REAR_BOUNDARY_LOCK | diversityFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 15 DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY ============================================================ Date/Time: 2026-07-16 17:18:53 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 5 Scenario seed: -6826745434564669881 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 96.17% OUTCOME ------- Status: SUCCESS Completed ticks: 870 Passengers seated: 235/235 Average waiting ticks: 386.29 Longest waiting passenger: P138->20E(RIGHT) Longest waiting ticks: 843 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 22 Regions dissolved: 2 Repeated reconstructions avoided: 22 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1722 Maximum occupied tiles: 12 Seat events: 113 Single-blocker events: 30 Multiple-blocker events: 8 Temporary aisle reoccupations: 48 RIGHT AISLE ----------- Total moves: 1667 Maximum occupied tiles: 10 Seat events: 122 Single-blocker events: 34 Multiple-blocker events: 13 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 127 Reservations granted: 127 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4517 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5593 Total stationary ticks: 94540 Seat-event requests: 245 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 566 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 566 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 15 DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY ============================================================ Date/Time: 2026-07-16 17:18:53 Experiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 5 Scenario seed: -6826745434564669881 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 96.17% OUTCOME ------- Status: SUCCESS Completed ticks: 868 Passengers seated: 235/235 Average waiting ticks: 385.05 Longest waiting passenger: P138->20E(RIGHT) Longest waiting ticks: 841 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 27 Regions dissolved: 2 Repeated reconstructions avoided: 27 Largest region lifetime: 16 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1722 Maximum occupied tiles: 13 Seat events: 113 Single-blocker events: 29 Multiple-blocker events: 9 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1667 Maximum occupied tiles: 12 Seat events: 122 Single-blocker events: 33 Multiple-blocker events: 13 Temporary aisle reoccupations: 63 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 127 Reservations granted: 127 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4615 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5725 Total stationary ticks: 94367 Seat-event requests: 245 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 570 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 570 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 5\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 05 | standardDataset=235/235 (100.00%) | diversityDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | diversityWorse=false | standardFamily=COMPLETE_CABIN | diversityFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 15 DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY ============================================================ Date/Time: 2026-07-16 17:18:53 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 6 Scenario seed: 2513822240434754174 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.82% Blocker-prone seat share (topology component): 77.94% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 731 Passengers seated: 204/204 Average waiting ticks: 331.67 Longest waiting passenger: P8->20F(RIGHT) Longest waiting ticks: 685 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1499 Maximum occupied tiles: 14 Seat events: 102 Single-blocker events: 24 Multiple-blocker events: 8 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1479 Maximum occupied tiles: 12 Seat events: 102 Single-blocker events: 30 Multiple-blocker events: 6 Temporary aisle reoccupations: 44 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 103 Reservations granted: 103 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3601 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4643 Total stationary ticks: 70621 Seat-event requests: 210 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 585 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 585 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 210\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 15 DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY ============================================================ Date/Time: 2026-07-16 17:18:53 Experiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 6 Scenario seed: 2513822240434754174 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET Row-zone concentration (diagnostic control): 33.82% Blocker-prone seat share (topology component): 77.94% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 731 Passengers seated: 204/204 Average waiting ticks: 331.35 Longest waiting passenger: P8->20F(RIGHT) Longest waiting ticks: 685 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1499 Maximum occupied tiles: 14 Seat events: 102 Single-blocker events: 23 Multiple-blocker events: 8 Temporary aisle reoccupations: 41 RIGHT AISLE ----------- Total moves: 1479 Maximum occupied tiles: 12 Seat events: 102 Single-blocker events: 30 Multiple-blocker events: 6 Temporary aisle reoccupations: 44 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 103 Reservations granted: 103 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3653 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4779 Total stationary ticks: 70670 Seat-event requests: 210 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 605 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 605 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 210\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 06 | standardDataset=204/204 (100.00%) | diversityDataset=204/204 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | diversityWorse=false | standardFamily=COMPLETE_CABIN | diversityFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 15 DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY ============================================================ Date/Time: 2026-07-16 17:18:53 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 7 Scenario seed: -4676738862831661214 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.80% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 98.15% OUTCOME ------- Status: SUCCESS Completed ticks: 772 Passengers seated: 216/216 Average waiting ticks: 349.32 Longest waiting passenger: P213->4C(LEFT) Longest waiting ticks: 721 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 24 Regions dissolved: 2 Repeated reconstructions avoided: 24 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1563 Maximum occupied tiles: 12 Seat events: 110 Single-blocker events: 21 Multiple-blocker events: 10 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1500 Maximum occupied tiles: 12 Seat events: 106 Single-blocker events: 24 Multiple-blocker events: 10 Temporary aisle reoccupations: 48 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 119 Reservations granted: 119 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3938 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5006 Total stationary ticks: 78770 Seat-event requests: 227 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 538 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 538 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 227\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 15 DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY ============================================================ Date/Time: 2026-07-16 17:18:53 Experiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 7 Scenario seed: -4676738862831661214 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET Row-zone concentration (diagnostic control): 33.80% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 98.15% OUTCOME ------- Status: SUCCESS Completed ticks: 774 Passengers seated: 216/216 Average waiting ticks: 349.72 Longest waiting passenger: P213->4C(LEFT) Longest waiting ticks: 728 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 24 Regions dissolved: 2 Repeated reconstructions avoided: 24 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1563 Maximum occupied tiles: 12 Seat events: 110 Single-blocker events: 22 Multiple-blocker events: 10 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1500 Maximum occupied tiles: 12 Seat events: 106 Single-blocker events: 23 Multiple-blocker events: 11 Temporary aisle reoccupations: 49 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 119 Reservations granted: 117 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4013 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5140 Total stationary ticks: 78974 Seat-event requests: 225 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 549 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 549 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 227\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 07 | standardDataset=216/216 (100.00%) | diversityDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | diversityWorse=false | standardFamily=COMPLETE_CABIN | diversityFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 15 DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY ============================================================ Date/Time: 2026-07-16 17:18:53 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 8 Scenario seed: 2451708163553084058 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.05% Blocker-prone seat share (topology component): 64.86% Aisle-assignment balance: 95.75% OUTCOME ------- Status: SUCCESS Completed ticks: 943 Passengers seated: 259/259 Average waiting ticks: 421.84 Longest waiting passenger: P256->9F(LEFT) Longest waiting ticks: 901 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles10-13:occupied=3:anchor=P12:selected=P71:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2017 Maximum occupied tiles: 12 Seat events: 135 Single-blocker events: 41 Multiple-blocker events: 16 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 1933 Maximum occupied tiles: 14 Seat events: 124 Single-blocker events: 35 Multiple-blocker events: 9 Temporary aisle reoccupations: 53 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 90 Reservations granted: 90 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5174 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6489 Total stationary ticks: 113674 Seat-event requests: 273 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 652 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 652 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 272\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 15 DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY ============================================================ Date/Time: 2026-07-16 17:18:53 Experiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 8 Scenario seed: 2451708163553084058 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET Row-zone concentration (diagnostic control): 32.05% Blocker-prone seat share (topology component): 64.86% Aisle-assignment balance: 95.75% OUTCOME ------- Status: SUCCESS Completed ticks: 943 Passengers seated: 259/259 Average waiting ticks: 421.34 Longest waiting passenger: P256->9F(LEFT) Longest waiting ticks: 901 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles10-13:occupied=3:anchor=P12:selected=P71:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2017 Maximum occupied tiles: 12 Seat events: 135 Single-blocker events: 42 Multiple-blocker events: 16 Temporary aisle reoccupations: 74 RIGHT AISLE ----------- Total moves: 1933 Maximum occupied tiles: 14 Seat events: 124 Single-blocker events: 35 Multiple-blocker events: 9 Temporary aisle reoccupations: 53 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 92 Reservations granted: 90 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5269 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6644 Total stationary ticks: 113709 Seat-event requests: 273 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 641 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 641 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 274\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 08 | standardDataset=259/259 (100.00%) | diversityDataset=259/259 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | diversityWorse=false | standardFamily=COMPLETE_CABIN | diversityFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 15 DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY ============================================================ Date/Time: 2026-07-16 17:18:53 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 9 Scenario seed: 7260830704529197968 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 35.42% Blocker-prone seat share (topology component): 75.52% Aisle-assignment balance: 89.58% OUTCOME ------- Status: SUCCESS Completed ticks: 754 Passengers seated: 192/192 Average waiting ticks: 315.99 Longest waiting passenger: P145->3H(RIGHT) Longest waiting ticks: 702 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P60:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 10 Regions dissolved: 1 Repeated reconstructions avoided: 10 Largest region lifetime: 11 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=11 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1277 Maximum occupied tiles: 12 Seat events: 86 Single-blocker events: 13 Multiple-blocker events: 6 Temporary aisle reoccupations: 26 RIGHT AISLE ----------- Total moves: 1496 Maximum occupied tiles: 11 Seat events: 106 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 105 Reservations granted: 102 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3411 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4220 Total stationary ticks: 63467 Seat-event requests: 203 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 413 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 413 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 205\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 15 DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY ============================================================ Date/Time: 2026-07-16 17:18:53 Experiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 9 Scenario seed: 7260830704529197968 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET Row-zone concentration (diagnostic control): 35.42% Blocker-prone seat share (topology component): 75.52% Aisle-assignment balance: 89.58% OUTCOME ------- Status: SUCCESS Completed ticks: 756 Passengers seated: 192/192 Average waiting ticks: 315.73 Longest waiting passenger: P145->3H(RIGHT) Longest waiting ticks: 694 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P60:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 10 Regions dissolved: 1 Repeated reconstructions avoided: 10 Largest region lifetime: 11 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=11 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1277 Maximum occupied tiles: 13 Seat events: 86 Single-blocker events: 13 Multiple-blocker events: 6 Temporary aisle reoccupations: 26 RIGHT AISLE ----------- Total moves: 1496 Maximum occupied tiles: 12 Seat events: 106 Single-blocker events: 28 Multiple-blocker events: 10 Temporary aisle reoccupations: 50 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 102 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3482 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4291 Total stationary ticks: 63494 Seat-event requests: 203 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 408 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 408 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 202\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 09 | standardDataset=192/192 (100.00%) | diversityDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | diversityWorse=false | standardFamily=COMPLETE_CABIN | diversityFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 15 DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY ============================================================ Date/Time: 2026-07-16 17:18:53 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 10 Scenario seed: -447105676847956095 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.36% Blocker-prone seat share (topology component): 59.65% Aisle-assignment balance: 96.49% OUTCOME ------- Status: SUCCESS Completed ticks: 1251 Passengers seated: 342/342 Average waiting ticks: 564.00 Longest waiting passenger: P179->11J(RIGHT) Longest waiting ticks: 1169 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 5 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 6 Selected release potential total: 9 Last cluster decision: RIGHT:tiles10-14:occupied=4:anchor=P314:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 91 Regions dissolved: 4 Repeated reconstructions avoided: 91 Largest region lifetime: 46 Maximum simultaneous active regions: 2 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=46 Confirmation deferral ticks: 5 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 4 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2926 Maximum occupied tiles: 12 Seat events: 165 Single-blocker events: 39 Multiple-blocker events: 30 Temporary aisle reoccupations: 103 RIGHT AISLE ----------- Total moves: 3031 Maximum occupied tiles: 15 Seat events: 177 Single-blocker events: 40 Multiple-blocker events: 31 Temporary aisle reoccupations: 107 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 163 Reservations granted: 162 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7775 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9654 Total stationary ticks: 199662 Seat-event requests: 376 Failed seat-event starts: 34 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 889 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 34 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 889 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 10\nOccupied-space rejections: 41\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 15 DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY ============================================================ Date/Time: 2026-07-16 17:18:53 Experiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 10 Scenario seed: -447105676847956095 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET Row-zone concentration (diagnostic control): 28.36% Blocker-prone seat share (topology component): 59.65% Aisle-assignment balance: 96.49% OUTCOME ------- Status: SUCCESS Completed ticks: 1251 Passengers seated: 342/342 Average waiting ticks: 563.89 Longest waiting passenger: P179->11J(RIGHT) Longest waiting ticks: 1169 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 5 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 6 Selected release potential total: 9 Last cluster decision: RIGHT:tiles10-14:occupied=4:anchor=P314:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 91 Regions dissolved: 4 Repeated reconstructions avoided: 91 Largest region lifetime: 46 Maximum simultaneous active regions: 2 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=46 Confirmation deferral ticks: 5 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 4 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2926 Maximum occupied tiles: 12 Seat events: 165 Single-blocker events: 38 Multiple-blocker events: 30 Temporary aisle reoccupations: 102 RIGHT AISLE ----------- Total moves: 3031 Maximum occupied tiles: 15 Seat events: 177 Single-blocker events: 40 Multiple-blocker events: 31 Temporary aisle reoccupations: 107 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 163 Reservations granted: 162 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7825 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9696 Total stationary ticks: 199663 Seat-event requests: 376 Failed seat-event starts: 34 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 891 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 34 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 891 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 8\nDependency chains followed: 8\nBlocked by waiting-row occupant: 8\nSubstituted events started: 11\nOccupied-space rejections: 42\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 10 | standardDataset=342/342 (100.00%) | diversityDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=4 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | diversityWorse=false | standardFamily=COMPLETE_CABIN | diversityFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 15 DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY ============================================================ Date/Time: 2026-07-16 17:18:53 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 11 Scenario seed: 3638877016897499986 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 29.57% Blocker-prone seat share (topology component): 66.96% Aisle-assignment balance: 99.13% OUTCOME ------- Status: SUCCESS Completed ticks: 804 Passengers seated: 230/230 Average waiting ticks: 370.66 Longest waiting passenger: P111->9B(LEFT) Longest waiting ticks: 763 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1700 Maximum occupied tiles: 11 Seat events: 116 Single-blocker events: 28 Multiple-blocker events: 8 Temporary aisle reoccupations: 44 RIGHT AISLE ----------- Total moves: 1814 Maximum occupied tiles: 13 Seat events: 114 Single-blocker events: 38 Multiple-blocker events: 7 Temporary aisle reoccupations: 52 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 78 Reservations granted: 78 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4669 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5600 Total stationary ticks: 89203 Seat-event requests: 235 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 461 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 461 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 235\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 15 DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY ============================================================ Date/Time: 2026-07-16 17:18:53 Experiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 11 Scenario seed: 3638877016897499986 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET Row-zone concentration (diagnostic control): 29.57% Blocker-prone seat share (topology component): 66.96% Aisle-assignment balance: 99.13% OUTCOME ------- Status: SUCCESS Completed ticks: 805 Passengers seated: 230/230 Average waiting ticks: 371.08 Longest waiting passenger: P111->9B(LEFT) Longest waiting ticks: 764 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1700 Maximum occupied tiles: 11 Seat events: 116 Single-blocker events: 28 Multiple-blocker events: 8 Temporary aisle reoccupations: 44 RIGHT AISLE ----------- Total moves: 1814 Maximum occupied tiles: 13 Seat events: 114 Single-blocker events: 38 Multiple-blocker events: 7 Temporary aisle reoccupations: 52 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 78 Reservations granted: 78 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4674 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5555 Total stationary ticks: 89270 Seat-event requests: 235 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 450 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 450 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 235\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 11 | standardDataset=230/230 (100.00%) | diversityDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | diversityWorse=false | standardFamily=COMPLETE_CABIN | diversityFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 15 DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY ============================================================ Date/Time: 2026-07-16 17:18:53 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 12 Scenario seed: -8976697486543855838 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 36.46% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 705 Passengers seated: 192/192 Average waiting ticks: 319.16 Longest waiting passenger: P84->11G(RIGHT) Longest waiting ticks: 676 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: LEFT:tiles9-11:occupied=3:anchor=P136:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 40 Regions dissolved: 2 Repeated reconstructions avoided: 40 Largest region lifetime: 31 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=11 Confirmation deferral ticks: 3 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1421 Maximum occupied tiles: 12 Seat events: 96 Single-blocker events: 23 Multiple-blocker events: 7 Temporary aisle reoccupations: 40 RIGHT AISLE ----------- Total moves: 1396 Maximum occupied tiles: 11 Seat events: 96 Single-blocker events: 19 Multiple-blocker events: 6 Temporary aisle reoccupations: 31 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 100 Reservations granted: 100 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3355 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4022 Total stationary ticks: 63983 Seat-event requests: 201 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 348 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 348 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 199\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 5\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 15 DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY ============================================================ Date/Time: 2026-07-16 17:18:53 Experiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 12 Scenario seed: -8976697486543855838 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET Row-zone concentration (diagnostic control): 36.46% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 705 Passengers seated: 192/192 Average waiting ticks: 318.90 Longest waiting passenger: P84->11G(RIGHT) Longest waiting ticks: 676 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: LEFT:tiles9-11:occupied=3:anchor=P136:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 40 Regions dissolved: 2 Repeated reconstructions avoided: 40 Largest region lifetime: 31 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=11 Confirmation deferral ticks: 3 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1421 Maximum occupied tiles: 12 Seat events: 96 Single-blocker events: 22 Multiple-blocker events: 8 Temporary aisle reoccupations: 41 RIGHT AISLE ----------- Total moves: 1396 Maximum occupied tiles: 11 Seat events: 96 Single-blocker events: 20 Multiple-blocker events: 5 Temporary aisle reoccupations: 30 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 101 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3431 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4106 Total stationary ticks: 64012 Seat-event requests: 202 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 353 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 353 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 200\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 5\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 12 | standardDataset=192/192 (100.00%) | diversityDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=2 | clusterStarts=3 | convertedToSuccess=false | diversityWorse=false | standardFamily=COMPLETE_CABIN | diversityFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 15 DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY ============================================================ Date/Time: 2026-07-16 17:18:53 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 13 Scenario seed: 1058713798284952297 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.12% Blocker-prone seat share (topology component): 61.11% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 1097 Passengers seated: 306/306 Average waiting ticks: 507.68 Longest waiting passenger: P240->4A(LEFT) Longest waiting ticks: 1037 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2758 Maximum occupied tiles: 12 Seat events: 153 Single-blocker events: 44 Multiple-blocker events: 15 Temporary aisle reoccupations: 74 RIGHT AISLE ----------- Total moves: 2622 Maximum occupied tiles: 14 Seat events: 153 Single-blocker events: 37 Multiple-blocker events: 23 Temporary aisle reoccupations: 87 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 132 Reservations granted: 132 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6586 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7836 Total stationary ticks: 160799 Seat-event requests: 318 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 715 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 715 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 318\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 15 DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY ============================================================ Date/Time: 2026-07-16 17:18:53 Experiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 13 Scenario seed: 1058713798284952297 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET Row-zone concentration (diagnostic control): 27.12% Blocker-prone seat share (topology component): 61.11% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 1096 Passengers seated: 306/306 Average waiting ticks: 507.38 Longest waiting passenger: P240->4A(LEFT) Longest waiting ticks: 1038 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2758 Maximum occupied tiles: 12 Seat events: 153 Single-blocker events: 45 Multiple-blocker events: 15 Temporary aisle reoccupations: 75 RIGHT AISLE ----------- Total moves: 2622 Maximum occupied tiles: 13 Seat events: 153 Single-blocker events: 35 Multiple-blocker events: 24 Temporary aisle reoccupations: 87 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 132 Reservations granted: 132 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6642 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7905 Total stationary ticks: 160787 Seat-event requests: 318 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 701 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 701 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 318\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 7\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 13 | standardDataset=306/306 (100.00%) | diversityDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | diversityWorse=false | standardFamily=COMPLETE_CABIN | diversityFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 15 DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY ============================================================ Date/Time: 2026-07-16 17:18:53 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 14 Scenario seed: -2382699513390452918 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 824 Passengers seated: 235/235 Average waiting ticks: 380.83 Longest waiting passenger: P179->6D(RIGHT) Longest waiting ticks: 806 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 7 Selected release potential total: 6 Last cluster decision: LEFT:tiles9-14:occupied=6:anchor=P163:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 31 Regions dissolved: 1 Repeated reconstructions avoided: 31 Largest region lifetime: 32 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=32 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1734 Maximum occupied tiles: 13 Seat events: 116 Single-blocker events: 33 Multiple-blocker events: 9 Temporary aisle reoccupations: 53 RIGHT AISLE ----------- Total moves: 1702 Maximum occupied tiles: 14 Seat events: 119 Single-blocker events: 32 Multiple-blocker events: 13 Temporary aisle reoccupations: 60 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 130 Reservations granted: 130 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4717 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5966 Total stationary ticks: 93608 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 576 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 576 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 15 DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY ============================================================ Date/Time: 2026-07-16 17:18:53 Experiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 14 Scenario seed: -2382699513390452918 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 824 Passengers seated: 235/235 Average waiting ticks: 380.98 Longest waiting passenger: P179->6D(RIGHT) Longest waiting ticks: 806 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1734 Maximum occupied tiles: 13 Seat events: 116 Single-blocker events: 34 Multiple-blocker events: 9 Temporary aisle reoccupations: 54 RIGHT AISLE ----------- Total moves: 1702 Maximum occupied tiles: 14 Seat events: 119 Single-blocker events: 31 Multiple-blocker events: 13 Temporary aisle reoccupations: 59 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 126 Reservations granted: 126 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4692 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5927 Total stationary ticks: 93600 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 592 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 592 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 14 | standardDataset=235/235 (100.00%) | diversityDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | diversityWorse=false | standardFamily=COMPLETE_CABIN | diversityFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 15 DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY ============================================================ Date/Time: 2026-07-16 17:18:53 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 15 Scenario seed: 7910158282638001386 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.66% Blocker-prone seat share (topology component): 66.41% Aisle-assignment balance: 94.98% OUTCOME ------- Status: SUCCESS Completed ticks: 956 Passengers seated: 259/259 Average waiting ticks: 429.30 Longest waiting passenger: P57->12B(LEFT) Longest waiting ticks: 922 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2045 Maximum occupied tiles: 13 Seat events: 136 Single-blocker events: 37 Multiple-blocker events: 14 Temporary aisle reoccupations: 65 RIGHT AISLE ----------- Total moves: 1932 Maximum occupied tiles: 12 Seat events: 123 Single-blocker events: 32 Multiple-blocker events: 10 Temporary aisle reoccupations: 52 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 88 Reservations granted: 86 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5119 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6204 Total stationary ticks: 115474 Seat-event requests: 266 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 557 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 557 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 268\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 15 DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY ============================================================ Date/Time: 2026-07-16 17:18:53 Experiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 15 Scenario seed: 7910158282638001386 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET Row-zone concentration (diagnostic control): 31.66% Blocker-prone seat share (topology component): 66.41% Aisle-assignment balance: 94.98% OUTCOME ------- Status: SUCCESS Completed ticks: 952 Passengers seated: 259/259 Average waiting ticks: 427.84 Longest waiting passenger: P57->12B(LEFT) Longest waiting ticks: 918 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2045 Maximum occupied tiles: 13 Seat events: 136 Single-blocker events: 35 Multiple-blocker events: 15 Temporary aisle reoccupations: 65 RIGHT AISLE ----------- Total moves: 1932 Maximum occupied tiles: 11 Seat events: 123 Single-blocker events: 32 Multiple-blocker events: 10 Temporary aisle reoccupations: 52 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 87 Reservations granted: 87 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5138 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6295 Total stationary ticks: 115153 Seat-event requests: 267 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 591 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 591 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 267\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 15 | standardDataset=259/259 (100.00%) | diversityDataset=259/259 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | diversityWorse=false | standardFamily=COMPLETE_CABIN | diversityFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 15 DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY ============================================================ Date/Time: 2026-07-16 17:18:53 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 16 Scenario seed: 7835976452476775241 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.04% Blocker-prone seat share (topology component): 66.52% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 837 Passengers seated: 230/230 Average waiting ticks: 384.82 Longest waiting passenger: P49->16A(LEFT) Longest waiting ticks: 780 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles16-18:occupied=3:anchor=P49:selected=P151:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1782 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 28 Multiple-blocker events: 8 Temporary aisle reoccupations: 44 RIGHT AISLE ----------- Total moves: 1724 Maximum occupied tiles: 10 Seat events: 115 Single-blocker events: 33 Multiple-blocker events: 9 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 79 Reservations granted: 79 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4064 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4973 Total stationary ticks: 91828 Seat-event requests: 239 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 468 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 468 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 238\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 15 DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY ============================================================ Date/Time: 2026-07-16 17:18:53 Experiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 16 Scenario seed: 7835976452476775241 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET Row-zone concentration (diagnostic control): 33.04% Blocker-prone seat share (topology component): 66.52% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 838 Passengers seated: 230/230 Average waiting ticks: 384.84 Longest waiting passenger: P49->16A(LEFT) Longest waiting ticks: 781 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles16-18:occupied=3:anchor=P49:selected=P151:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1782 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 27 Multiple-blocker events: 8 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1724 Maximum occupied tiles: 10 Seat events: 115 Single-blocker events: 33 Multiple-blocker events: 9 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 79 Reservations granted: 79 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4106 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5001 Total stationary ticks: 91914 Seat-event requests: 239 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 427 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 427 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 238\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 16 | standardDataset=230/230 (100.00%) | diversityDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | diversityWorse=false | standardFamily=COMPLETE_CABIN | diversityFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 15 DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY ============================================================ Date/Time: 2026-07-16 17:18:53 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 17 Scenario seed: -5603982636816805098 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.77% Blocker-prone seat share (topology component): 74.12% Aisle-assignment balance: 96.49% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2329 Passengers seated: 226/228 Average waiting ticks: 384.43 Longest waiting passenger: P22->29F(LEFT) Longest waiting ticks: 2256 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 24 Regions dissolved: 2 Repeated reconstructions avoided: 24 Largest region lifetime: 17 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=17 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1590 Maximum occupied tiles: 12 Seat events: 116 Single-blocker events: 23 Multiple-blocker events: 10 Temporary aisle reoccupations: 46 RIGHT AISLE ----------- Total moves: 1694 Maximum occupied tiles: 13 Seat events: 110 Single-blocker events: 28 Multiple-blocker events: 7 Temporary aisle reoccupations: 44 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1648 Reservations granted: 1639 Reservations denied/waited: 9 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3986 Longest unresolved passenger ID: 47 Longest unresolved row: 29 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P47(29B/LEFT) -> P22(29F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 47 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 8174 Total stationary ticks: 92549 Seat-event requests: 1757 Failed seat-event starts: 1531 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 22 Critical blocker identity: P22->29F(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P22(29F/LEFT/WAITING_FOR_SEAT_EVENT) P47(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1519 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 3 Critical blocker required yield tiles: 30|31|32 Critical blocker unavailable yield tiles: 31|32 Critical blocker yield-tile occupants: -1|-1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 12 Rear-boundary failures: 1519 Middle-bank reservation failures: 9 Active-event deferrals: 553 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 30|31|32 Current unavailable yield tiles: 31|32 Current yield-tile occupants: -1|-1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 7\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 15 DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY ============================================================ Date/Time: 2026-07-16 17:18:53 Experiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 17 Scenario seed: -5603982636816805098 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET Row-zone concentration (diagnostic control): 33.77% Blocker-prone seat share (topology component): 74.12% Aisle-assignment balance: 96.49% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2326 Passengers seated: 226/228 Average waiting ticks: 380.39 Longest waiting passenger: P22->29F(LEFT) Longest waiting ticks: 2253 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 24 Regions dissolved: 2 Repeated reconstructions avoided: 24 Largest region lifetime: 17 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=17 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1590 Maximum occupied tiles: 12 Seat events: 116 Single-blocker events: 24 Multiple-blocker events: 10 Temporary aisle reoccupations: 47 RIGHT AISLE ----------- Total moves: 1694 Maximum occupied tiles: 13 Seat events: 110 Single-blocker events: 29 Multiple-blocker events: 7 Temporary aisle reoccupations: 45 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1649 Reservations granted: 1643 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4253 Longest unresolved passenger ID: 47 Longest unresolved row: 29 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P47(29B/LEFT) -> P22(29F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 47 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 8445 Total stationary ticks: 91913 Seat-event requests: 1761 Failed seat-event starts: 1535 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 22 Critical blocker identity: P22->29F(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P22(29F/LEFT/WAITING_FOR_SEAT_EVENT) P47(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1521 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 3 Critical blocker required yield tiles: 30|31|32 Critical blocker unavailable yield tiles: 31|32 Critical blocker yield-tile occupants: -1|-1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 14 Rear-boundary failures: 1521 Middle-bank reservation failures: 6 Active-event deferrals: 537 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 30|31|32 Current unavailable yield tiles: 31|32 Current yield-tile occupants: -1|-1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1767\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 17 | standardDataset=226/228 (99.12%) | diversityDataset=226/228 (99.12%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=2 | convertedToSuccess=false | diversityWorse=false | standardFamily=REAR_BOUNDARY_LOCK | diversityFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 15 DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY ============================================================ Date/Time: 2026-07-16 17:18:53 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 18 Scenario seed: -29016899169270240 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1018 Passengers seated: 282/282 Average waiting ticks: 460.86 Longest waiting passenger: P39->31A(LEFT) Longest waiting ticks: 950 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2171 Maximum occupied tiles: 11 Seat events: 144 Single-blocker events: 41 Multiple-blocker events: 12 Temporary aisle reoccupations: 65 RIGHT AISLE ----------- Total moves: 2188 Maximum occupied tiles: 11 Seat events: 138 Single-blocker events: 39 Multiple-blocker events: 20 Temporary aisle reoccupations: 79 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 101 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5629 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7092 Total stationary ticks: 134758 Seat-event requests: 293 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 749 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 749 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 293\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 15 DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY ============================================================ Date/Time: 2026-07-16 17:18:53 Experiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 18 Scenario seed: -29016899169270240 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1018 Passengers seated: 282/282 Average waiting ticks: 460.07 Longest waiting passenger: P39->31A(LEFT) Longest waiting ticks: 950 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2171 Maximum occupied tiles: 11 Seat events: 144 Single-blocker events: 41 Multiple-blocker events: 12 Temporary aisle reoccupations: 65 RIGHT AISLE ----------- Total moves: 2188 Maximum occupied tiles: 12 Seat events: 138 Single-blocker events: 39 Multiple-blocker events: 20 Temporary aisle reoccupations: 79 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 101 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5739 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7094 Total stationary ticks: 134616 Seat-event requests: 294 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 682 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 682 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 294\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 18 | standardDataset=282/282 (100.00%) | diversityDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | diversityWorse=false | standardFamily=COMPLETE_CABIN | diversityFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 15 DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY ============================================================ Date/Time: 2026-07-16 17:18:53 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 19 Scenario seed: -1022932693840430131 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.20% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 99.72% OUTCOME ------- Status: SUCCESS Completed ticks: 1270 Passengers seated: 353/353 Average waiting ticks: 595.20 Longest waiting passenger: P228->31D(RIGHT) Longest waiting ticks: 1217 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 5 Clusters detected: 5 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: RIGHT:region=R5:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 5 Region updates: 107 Regions dissolved: 5 Repeated reconstructions avoided: 107 Largest region lifetime: 32 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R5:lifetime=8 Confirmation deferral ticks: 7 Regions reaching confirmation: 2 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3031 Maximum occupied tiles: 15 Seat events: 176 Single-blocker events: 50 Multiple-blocker events: 27 Temporary aisle reoccupations: 110 RIGHT AISLE ----------- Total moves: 3177 Maximum occupied tiles: 13 Seat events: 177 Single-blocker events: 51 Multiple-blocker events: 34 Temporary aisle reoccupations: 129 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 160 Reservations granted: 158 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7492 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9457 Total stationary ticks: 216460 Seat-event requests: 384 Failed seat-event starts: 31 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 994 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 31 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 994 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 11\nOccupied-space rejections: 37\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 15 DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY ============================================================ Date/Time: 2026-07-16 17:18:53 Experiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 19 Scenario seed: -1022932693840430131 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET Row-zone concentration (diagnostic control): 27.20% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 99.72% OUTCOME ------- Status: SUCCESS Completed ticks: 1271 Passengers seated: 353/353 Average waiting ticks: 593.62 Longest waiting passenger: P228->31D(RIGHT) Longest waiting ticks: 1208 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 2 Cluster candidates evaluated: 4 Executable cluster candidates: 4 Rejected cluster candidates: 0 Cluster selections: 3 Cluster-selected events started: 4 Largest detected cluster: 5 Selected release potential total: 10 Last cluster decision: RIGHT:region=R4:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 70 Regions dissolved: 4 Repeated reconstructions avoided: 70 Largest region lifetime: 28 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=10 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3031 Maximum occupied tiles: 15 Seat events: 176 Single-blocker events: 51 Multiple-blocker events: 27 Temporary aisle reoccupations: 111 RIGHT AISLE ----------- Total moves: 3177 Maximum occupied tiles: 13 Seat events: 177 Single-blocker events: 51 Multiple-blocker events: 34 Temporary aisle reoccupations: 129 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 164 Reservations granted: 159 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7332 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9257 Total stationary ticks: 215672 Seat-event requests: 386 Failed seat-event starts: 33 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 1025 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 33 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 1025 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 388\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 12\nOccupied-space rejections: 40\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 19 | standardDataset=353/353 (100.00%) | diversityDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=4 | clusterSelections=3 | clusterStarts=4 | convertedToSuccess=false | diversityWorse=false | standardFamily=COMPLETE_CABIN | diversityFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 15 DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY ============================================================ Date/Time: 2026-07-16 17:18:53 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 20 Scenario seed: 7778104721219760133 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.66% Blocker-prone seat share (topology component): 65.69% Aisle-assignment balance: 98.54% OUTCOME ------- Status: SUCCESS Completed ticks: 989 Passengers seated: 274/274 Average waiting ticks: 448.40 Longest waiting passenger: P182->28I(RIGHT) Longest waiting ticks: 944 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2133 Maximum occupied tiles: 13 Seat events: 135 Single-blocker events: 28 Multiple-blocker events: 11 Temporary aisle reoccupations: 50 RIGHT AISLE ----------- Total moves: 2076 Maximum occupied tiles: 12 Seat events: 139 Single-blocker events: 35 Multiple-blocker events: 18 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 92 Reservations granted: 92 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5548 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6972 Total stationary ticks: 127697 Seat-event requests: 284 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 677 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 677 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 284\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 15 DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY ============================================================ Date/Time: 2026-07-16 17:18:53 Experiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 20 Scenario seed: 7778104721219760133 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET Row-zone concentration (diagnostic control): 30.66% Blocker-prone seat share (topology component): 65.69% Aisle-assignment balance: 98.54% OUTCOME ------- Status: SUCCESS Completed ticks: 988 Passengers seated: 274/274 Average waiting ticks: 448.07 Longest waiting passenger: P182->28I(RIGHT) Longest waiting ticks: 943 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2133 Maximum occupied tiles: 13 Seat events: 135 Single-blocker events: 27 Multiple-blocker events: 12 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 2076 Maximum occupied tiles: 12 Seat events: 139 Single-blocker events: 33 Multiple-blocker events: 19 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 94 Reservations granted: 92 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5503 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6899 Total stationary ticks: 127537 Seat-event requests: 284 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 674 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 674 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 286\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 20 | standardDataset=274/274 (100.00%) | diversityDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | diversityWorse=false | standardFamily=COMPLETE_CABIN | diversityFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 15 DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY ============================================================ Date/Time: 2026-07-16 17:18:53 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 21 Scenario seed: -6050252773158139437 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.90% Blocker-prone seat share (topology component): 75.52% Aisle-assignment balance: 98.96% OUTCOME ------- Status: SUCCESS Completed ticks: 686 Passengers seated: 192/192 Average waiting ticks: 311.75 Longest waiting passenger: P131->5H(RIGHT) Longest waiting ticks: 644 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1430 Maximum occupied tiles: 11 Seat events: 95 Single-blocker events: 26 Multiple-blocker events: 4 Temporary aisle reoccupations: 34 RIGHT AISLE ----------- Total moves: 1368 Maximum occupied tiles: 11 Seat events: 97 Single-blocker events: 22 Multiple-blocker events: 5 Temporary aisle reoccupations: 32 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 97 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3532 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4379 Total stationary ticks: 62831 Seat-event requests: 195 Failed seat-event starts: 3 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 442 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 3 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 442 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 195\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 15 DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY ============================================================ Date/Time: 2026-07-16 17:18:53 Experiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 21 Scenario seed: -6050252773158139437 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET Row-zone concentration (diagnostic control): 34.90% Blocker-prone seat share (topology component): 75.52% Aisle-assignment balance: 98.96% OUTCOME ------- Status: SUCCESS Completed ticks: 684 Passengers seated: 192/192 Average waiting ticks: 310.14 Longest waiting passenger: P57->10B(LEFT) Longest waiting ticks: 645 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1430 Maximum occupied tiles: 12 Seat events: 95 Single-blocker events: 26 Multiple-blocker events: 4 Temporary aisle reoccupations: 34 RIGHT AISLE ----------- Total moves: 1368 Maximum occupied tiles: 11 Seat events: 97 Single-blocker events: 23 Multiple-blocker events: 4 Temporary aisle reoccupations: 31 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 97 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3683 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4481 Total stationary ticks: 62644 Seat-event requests: 195 Failed seat-event starts: 3 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 424 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 3 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 424 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 195\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 21 | standardDataset=192/192 (100.00%) | diversityDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | diversityWorse=false | standardFamily=COMPLETE_CABIN | diversityFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 15 DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY ============================================================ Date/Time: 2026-07-16 17:18:53 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 22 Scenario seed: -7549248447377455043 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.43% Blocker-prone seat share (topology component): 60.46% Aisle-assignment balance: 98.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1115 Passengers seated: 306/306 Average waiting ticks: 511.00 Longest waiting passenger: P126->23H(RIGHT) Longest waiting ticks: 1059 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: LEFT:tiles22-26:occupied=4:anchor=P169:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 16 Regions dissolved: 1 Repeated reconstructions avoided: 16 Largest region lifetime: 17 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=17 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2720 Maximum occupied tiles: 13 Seat events: 150 Single-blocker events: 49 Multiple-blocker events: 12 Temporary aisle reoccupations: 74 RIGHT AISLE ----------- Total moves: 2575 Maximum occupied tiles: 12 Seat events: 156 Single-blocker events: 35 Multiple-blocker events: 19 Temporary aisle reoccupations: 77 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 128 Reservations granted: 128 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6519 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8050 Total stationary ticks: 161843 Seat-event requests: 321 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 882 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 882 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 320\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 15 DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY ============================================================ Date/Time: 2026-07-16 17:18:53 Experiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 22 Scenario seed: -7549248447377455043 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET Row-zone concentration (diagnostic control): 28.43% Blocker-prone seat share (topology component): 60.46% Aisle-assignment balance: 98.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1111 Passengers seated: 306/306 Average waiting ticks: 512.18 Longest waiting passenger: P126->23H(RIGHT) Longest waiting ticks: 1055 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: LEFT:tiles22-26:occupied=4:anchor=P169:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 16 Regions dissolved: 1 Repeated reconstructions avoided: 16 Largest region lifetime: 17 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=17 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2720 Maximum occupied tiles: 14 Seat events: 150 Single-blocker events: 50 Multiple-blocker events: 12 Temporary aisle reoccupations: 75 RIGHT AISLE ----------- Total moves: 2575 Maximum occupied tiles: 13 Seat events: 156 Single-blocker events: 35 Multiple-blocker events: 19 Temporary aisle reoccupations: 77 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 127 Reservations granted: 127 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6644 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8185 Total stationary ticks: 162414 Seat-event requests: 320 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 821 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 821 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 319\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 22 | standardDataset=306/306 (100.00%) | diversityDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | diversityWorse=false | standardFamily=COMPLETE_CABIN | diversityFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 15 DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY ============================================================ Date/Time: 2026-07-16 17:18:53 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 23 Scenario seed: 4519082988640820556 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.77% Blocker-prone seat share (topology component): 75.44% Aisle-assignment balance: 96.49% OUTCOME ------- Status: SUCCESS Completed ticks: 825 Passengers seated: 228/228 Average waiting ticks: 367.85 Longest waiting passenger: P154->11C(RIGHT) Longest waiting ticks: 787 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1559 Maximum occupied tiles: 14 Seat events: 110 Single-blocker events: 28 Multiple-blocker events: 14 Temporary aisle reoccupations: 59 RIGHT AISLE ----------- Total moves: 1754 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 29 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 123 Reservations granted: 123 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4498 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5596 Total stationary ticks: 87691 Seat-event requests: 238 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 544 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 544 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 238\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 15 DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY ============================================================ Date/Time: 2026-07-16 17:18:53 Experiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 23 Scenario seed: 4519082988640820556 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET Row-zone concentration (diagnostic control): 33.77% Blocker-prone seat share (topology component): 75.44% Aisle-assignment balance: 96.49% OUTCOME ------- Status: SUCCESS Completed ticks: 825 Passengers seated: 228/228 Average waiting ticks: 367.87 Longest waiting passenger: P154->11C(RIGHT) Longest waiting ticks: 787 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: LEFT:tiles8-10:occupied=3:anchor=P70:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 20 Regions dissolved: 1 Repeated reconstructions avoided: 20 Largest region lifetime: 21 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=21 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1559 Maximum occupied tiles: 14 Seat events: 110 Single-blocker events: 30 Multiple-blocker events: 14 Temporary aisle reoccupations: 61 RIGHT AISLE ----------- Total moves: 1754 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 29 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 127 Reservations granted: 127 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4498 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5677 Total stationary ticks: 87700 Seat-event requests: 242 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 597 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 597 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 241\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 23 | standardDataset=228/228 (100.00%) | diversityDataset=228/228 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=2 | convertedToSuccess=false | diversityWorse=false | standardFamily=COMPLETE_CABIN | diversityFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 15 DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY ============================================================ Date/Time: 2026-07-16 17:18:53 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 24 Scenario seed: 4297087376607226005 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.66% Blocker-prone seat share (topology component): 66.79% Aisle-assignment balance: 99.27% OUTCOME ------- Status: SUCCESS Completed ticks: 970 Passengers seated: 274/274 Average waiting ticks: 452.86 Longest waiting passenger: P54->10G(RIGHT) Longest waiting ticks: 925 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: RIGHT:tiles23-26:occupied=4:anchor=P246:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 22 Regions dissolved: 1 Repeated reconstructions avoided: 22 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=23 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2167 Maximum occupied tiles: 12 Seat events: 138 Single-blocker events: 39 Multiple-blocker events: 14 Temporary aisle reoccupations: 67 RIGHT AISLE ----------- Total moves: 2041 Maximum occupied tiles: 12 Seat events: 136 Single-blocker events: 37 Multiple-blocker events: 11 Temporary aisle reoccupations: 59 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 93 Reservations granted: 93 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5016 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6316 Total stationary ticks: 128215 Seat-event requests: 287 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 710 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 710 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 286\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 15 DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY ============================================================ Date/Time: 2026-07-16 17:18:53 Experiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 24 Scenario seed: 4297087376607226005 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET Row-zone concentration (diagnostic control): 30.66% Blocker-prone seat share (topology component): 66.79% Aisle-assignment balance: 99.27% OUTCOME ------- Status: SUCCESS Completed ticks: 969 Passengers seated: 274/274 Average waiting ticks: 451.47 Longest waiting passenger: P54->10G(RIGHT) Longest waiting ticks: 925 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2167 Maximum occupied tiles: 12 Seat events: 138 Single-blocker events: 39 Multiple-blocker events: 14 Temporary aisle reoccupations: 67 RIGHT AISLE ----------- Total moves: 2041 Maximum occupied tiles: 12 Seat events: 136 Single-blocker events: 37 Multiple-blocker events: 11 Temporary aisle reoccupations: 59 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 89 Reservations granted: 89 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5046 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6260 Total stationary ticks: 127822 Seat-event requests: 282 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 683 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 683 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 282\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 24 | standardDataset=274/274 (100.00%) | diversityDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | diversityWorse=false | standardFamily=COMPLETE_CABIN | diversityFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 15 DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY ============================================================ Date/Time: 2026-07-16 17:18:53 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 25 Scenario seed: -1618752062860107760 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.39% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 90.20% OUTCOME ------- Status: SUCCESS Completed ticks: 797 Passengers seated: 204/204 Average waiting ticks: 336.86 Longest waiting passenger: P145->11G(RIGHT) Longest waiting ticks: 754 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 7 Regions dissolved: 1 Repeated reconstructions avoided: 7 Largest region lifetime: 8 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=8 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1366 Maximum occupied tiles: 11 Seat events: 92 Single-blocker events: 18 Multiple-blocker events: 3 Temporary aisle reoccupations: 24 RIGHT AISLE ----------- Total moves: 1550 Maximum occupied tiles: 14 Seat events: 112 Single-blocker events: 34 Multiple-blocker events: 14 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 110 Reservations granted: 108 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3670 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4541 Total stationary ticks: 71737 Seat-event requests: 212 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 442 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 442 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 214\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 2\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 15 DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY ============================================================ Date/Time: 2026-07-16 17:18:53 Experiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 25 Scenario seed: -1618752062860107760 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET Row-zone concentration (diagnostic control): 30.39% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 90.20% OUTCOME ------- Status: SUCCESS Completed ticks: 794 Passengers seated: 204/204 Average waiting ticks: 335.13 Longest waiting passenger: P145->11G(RIGHT) Longest waiting ticks: 751 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 7 Regions dissolved: 1 Repeated reconstructions avoided: 7 Largest region lifetime: 8 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=8 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1366 Maximum occupied tiles: 12 Seat events: 92 Single-blocker events: 19 Multiple-blocker events: 3 Temporary aisle reoccupations: 25 RIGHT AISLE ----------- Total moves: 1550 Maximum occupied tiles: 14 Seat events: 112 Single-blocker events: 34 Multiple-blocker events: 14 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 109 Reservations granted: 109 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3796 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4725 Total stationary ticks: 71551 Seat-event requests: 213 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 456 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 456 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 213\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 25 | standardDataset=204/204 (100.00%) | diversityDataset=204/204 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | diversityWorse=false | standardFamily=COMPLETE_CABIN | diversityFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 15 DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY ============================================================ Date/Time: 2026-07-16 17:18:54 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 26 Scenario seed: 7637717698422060553 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.07% Blocker-prone seat share (topology component): 59.36% Aisle-assignment balance: 94.15% OUTCOME ------- Status: SUCCESS Completed ticks: 1276 Passengers seated: 342/342 Average waiting ticks: 566.26 Longest waiting passenger: P248->26A(LEFT) Longest waiting ticks: 1229 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 4 Largest detected cluster: 4 Selected release potential total: 5 Last cluster decision: LEFT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 48 Regions dissolved: 3 Repeated reconstructions avoided: 48 Largest region lifetime: 31 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=31 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3173 Maximum occupied tiles: 15 Seat events: 181 Single-blocker events: 46 Multiple-blocker events: 25 Temporary aisle reoccupations: 103 RIGHT AISLE ----------- Total moves: 2795 Maximum occupied tiles: 13 Seat events: 161 Single-blocker events: 49 Multiple-blocker events: 23 Temporary aisle reoccupations: 98 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 161 Reservations granted: 161 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7578 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9483 Total stationary ticks: 200246 Seat-event requests: 371 Failed seat-event starts: 29 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 924 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 29 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 924 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 369\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 9\nOccupied-space rejections: 37\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 15 DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY ============================================================ Date/Time: 2026-07-16 17:18:54 Experiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 26 Scenario seed: 7637717698422060553 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET Row-zone concentration (diagnostic control): 28.07% Blocker-prone seat share (topology component): 59.36% Aisle-assignment balance: 94.15% OUTCOME ------- Status: SUCCESS Completed ticks: 1276 Passengers seated: 342/342 Average waiting ticks: 566.24 Longest waiting passenger: P248->26A(LEFT) Longest waiting ticks: 1229 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 4 Largest detected cluster: 4 Selected release potential total: 5 Last cluster decision: LEFT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 48 Regions dissolved: 3 Repeated reconstructions avoided: 48 Largest region lifetime: 31 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=31 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3173 Maximum occupied tiles: 15 Seat events: 181 Single-blocker events: 47 Multiple-blocker events: 25 Temporary aisle reoccupations: 104 RIGHT AISLE ----------- Total moves: 2795 Maximum occupied tiles: 13 Seat events: 161 Single-blocker events: 48 Multiple-blocker events: 23 Temporary aisle reoccupations: 97 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 161 Reservations granted: 161 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7633 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9352 Total stationary ticks: 200192 Seat-event requests: 371 Failed seat-event starts: 29 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 854 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 29 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 854 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 369\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 9\nOccupied-space rejections: 37\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 26 | standardDataset=342/342 (100.00%) | diversityDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=2 | clusterStarts=4 | convertedToSuccess=false | diversityWorse=false | standardFamily=COMPLETE_CABIN | diversityFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 15 DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY ============================================================ Date/Time: 2026-07-16 17:18:54 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 27 Scenario seed: 7038436515696686281 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 75.46% Aisle-assignment balance: 97.22% OUTCOME ------- Status: SUCCESS Completed ticks: 784 Passengers seated: 216/216 Average waiting ticks: 348.83 Longest waiting passenger: P24->8D(LEFT) Longest waiting ticks: 747 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles11-13:occupied=3:anchor=P209:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 10 Regions dissolved: 1 Repeated reconstructions avoided: 10 Largest region lifetime: 11 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=11 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1681 Maximum occupied tiles: 14 Seat events: 111 Single-blocker events: 29 Multiple-blocker events: 17 Temporary aisle reoccupations: 67 RIGHT AISLE ----------- Total moves: 1464 Maximum occupied tiles: 11 Seat events: 105 Single-blocker events: 24 Multiple-blocker events: 8 Temporary aisle reoccupations: 42 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 123 Reservations granted: 120 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4157 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5218 Total stationary ticks: 78912 Seat-event requests: 228 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 475 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 475 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 230\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 15 DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY ============================================================ Date/Time: 2026-07-16 17:18:54 Experiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 27 Scenario seed: 7038436515696686281 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 75.46% Aisle-assignment balance: 97.22% OUTCOME ------- Status: SUCCESS Completed ticks: 785 Passengers seated: 216/216 Average waiting ticks: 348.87 Longest waiting passenger: P24->8D(LEFT) Longest waiting ticks: 748 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles11-13:occupied=3:anchor=P209:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 10 Regions dissolved: 1 Repeated reconstructions avoided: 10 Largest region lifetime: 11 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=11 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1681 Maximum occupied tiles: 14 Seat events: 111 Single-blocker events: 31 Multiple-blocker events: 16 Temporary aisle reoccupations: 67 RIGHT AISLE ----------- Total moves: 1464 Maximum occupied tiles: 11 Seat events: 105 Single-blocker events: 23 Multiple-blocker events: 9 Temporary aisle reoccupations: 43 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 121 Reservations granted: 120 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4182 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5229 Total stationary ticks: 78952 Seat-event requests: 228 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 456 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 456 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 228\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 27 | standardDataset=216/216 (100.00%) | diversityDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | diversityWorse=false | standardFamily=COMPLETE_CABIN | diversityFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 15 DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY ============================================================ Date/Time: 2026-07-16 17:18:54 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 28 Scenario seed: 3504961108606988885 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.66% Blocker-prone seat share (topology component): 66.06% Aisle-assignment balance: 96.35% OUTCOME ------- Status: SUCCESS Completed ticks: 1007 Passengers seated: 274/274 Average waiting ticks: 452.16 Longest waiting passenger: P162->5H(RIGHT) Longest waiting ticks: 957 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles22-24:occupied=3:anchor=P175:selected=P83:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 15 Regions dissolved: 1 Repeated reconstructions avoided: 15 Largest region lifetime: 16 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=16 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2061 Maximum occupied tiles: 13 Seat events: 132 Single-blocker events: 31 Multiple-blocker events: 15 Temporary aisle reoccupations: 61 RIGHT AISLE ----------- Total moves: 2167 Maximum occupied tiles: 14 Seat events: 142 Single-blocker events: 39 Multiple-blocker events: 13 Temporary aisle reoccupations: 65 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 94 Reservations granted: 93 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5286 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6678 Total stationary ticks: 128384 Seat-event requests: 287 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 693 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 693 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 287\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 15 DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY ============================================================ Date/Time: 2026-07-16 17:18:54 Experiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 28 Scenario seed: 3504961108606988885 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET Row-zone concentration (diagnostic control): 30.66% Blocker-prone seat share (topology component): 66.06% Aisle-assignment balance: 96.35% OUTCOME ------- Status: SUCCESS Completed ticks: 1010 Passengers seated: 274/274 Average waiting ticks: 453.77 Longest waiting passenger: P162->5H(RIGHT) Longest waiting ticks: 960 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles22-24:occupied=3:anchor=P175:selected=P83:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 15 Regions dissolved: 1 Repeated reconstructions avoided: 15 Largest region lifetime: 16 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=16 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2061 Maximum occupied tiles: 13 Seat events: 132 Single-blocker events: 32 Multiple-blocker events: 15 Temporary aisle reoccupations: 62 RIGHT AISLE ----------- Total moves: 2167 Maximum occupied tiles: 14 Seat events: 142 Single-blocker events: 40 Multiple-blocker events: 13 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 95 Reservations granted: 93 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5266 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6591 Total stationary ticks: 128779 Seat-event requests: 287 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 658 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 658 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 288\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 28 | standardDataset=274/274 (100.00%) | diversityDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | diversityWorse=false | standardFamily=COMPLETE_CABIN | diversityFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 15 DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY ============================================================ Date/Time: 2026-07-16 17:18:54 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 29 Scenario seed: 8058727884467314553 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.39% Blocker-prone seat share (topology component): 67.52% Aisle-assignment balance: 95.62% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2418 Passengers seated: 258/274 Average waiting ticks: 468.27 Longest waiting passenger: P89->18D(RIGHT) Longest waiting ticks: 2380 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 24 Cluster candidates evaluated: 47 Executable cluster candidates: 10 Rejected cluster candidates: 37 Cluster selections: 6 Cluster-selected events started: 6 Largest detected cluster: 16 Selected release potential total: 26 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1839 Regions dissolved: 2 Repeated reconstructions avoided: 1839 Largest region lifetime: 1771 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1771:occupied=16 Confirmation deferral ticks: 5 Regions reaching confirmation: 3 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1566 State changes reopening evaluation: 21 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2020 Maximum occupied tiles: 14 Seat events: 131 Single-blocker events: 43 Multiple-blocker events: 8 Temporary aisle reoccupations: 59 RIGHT AISLE ----------- Total moves: 2227 Maximum occupied tiles: 22 Seat events: 127 Single-blocker events: 40 Multiple-blocker events: 10 Temporary aisle reoccupations: 60 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1630 Reservations granted: 1627 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 12 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 19602 Longest unresolved passenger ID: 90 Longest unresolved row: 32 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 9 Longest dependency chain: P137(25E/RIGHT) -> P94(27G/RIGHT) -> P190(24F/RIGHT) -> P24(25I/RIGHT) -> P88(28D/RIGHT) -> P102(27F/RIGHT) -> P87(31H/RIGHT) -> P184(31D/RIGHT) -> P20(28I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 137 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 12 Total blocked ticks: 32482 Total stationary ticks: 151925 Seat-event requests: 1882 Failed seat-event starts: 1624 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 20 Critical blocker identity: P20->28I(RIGHT) Direct fan-out: 1 Total indirect descendants: 8 Critical tree size including blocker: 9 Critical tree depth: 9 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 16 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 7 Critical blocker tree: P20(28I/RIGHT/WAITING_FOR_SEAT_EVENT) P184(31D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P87(31H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P102(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P88(28D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P24(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P190(24F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P94(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P137(25E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1605 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 29|30 Critical blocker unavailable yield tiles: 29|30 Critical blocker yield-tile occupants: 13|153 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 3 Yield-tile occupied failures: 1605 Rear-boundary failures: 19 Middle-bank reservation failures: 3 Active-event deferrals: 1075 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 2 Trace length: 2 Yield-occupant trace: yieldOccupant[13]: P13(31G/RIGHT/MOVING_IN_AISLE@tile29) -> P153(30E/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[153]: P153(30E/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P153->30E(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P13{seat=31G,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=29,directBlocker=153,lastMoveTick=698,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P153{seat=30E,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=648,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 29|30 Current unavailable yield tiles: 29|30 Current yield-tile occupants: 13|153 Final row-event chain: 20|13|153 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 4 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1880\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 7\nOccupied-space rejections: 3201\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 15 DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY ============================================================ Date/Time: 2026-07-16 17:18:54 Experiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 29 Scenario seed: 8058727884467314553 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET Row-zone concentration (diagnostic control): 31.39% Blocker-prone seat share (topology component): 67.52% Aisle-assignment balance: 95.62% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2418 Passengers seated: 258/274 Average waiting ticks: 468.14 Longest waiting passenger: P89->18D(RIGHT) Longest waiting ticks: 2380 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 24 Cluster candidates evaluated: 47 Executable cluster candidates: 10 Rejected cluster candidates: 37 Cluster selections: 6 Cluster-selected events started: 6 Largest detected cluster: 16 Selected release potential total: 26 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1839 Regions dissolved: 2 Repeated reconstructions avoided: 1839 Largest region lifetime: 1771 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1771:occupied=16 Confirmation deferral ticks: 5 Regions reaching confirmation: 3 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1566 State changes reopening evaluation: 21 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2020 Maximum occupied tiles: 14 Seat events: 131 Single-blocker events: 43 Multiple-blocker events: 9 Temporary aisle reoccupations: 61 RIGHT AISLE ----------- Total moves: 2227 Maximum occupied tiles: 22 Seat events: 127 Single-blocker events: 43 Multiple-blocker events: 9 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1631 Reservations granted: 1627 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 12 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 19621 Longest unresolved passenger ID: 90 Longest unresolved row: 32 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 9 Longest dependency chain: P137(25E/RIGHT) -> P94(27G/RIGHT) -> P190(24F/RIGHT) -> P24(25I/RIGHT) -> P88(28D/RIGHT) -> P102(27F/RIGHT) -> P87(31H/RIGHT) -> P184(31D/RIGHT) -> P20(28I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 137 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 12 Total blocked ticks: 32499 Total stationary ticks: 151929 Seat-event requests: 1882 Failed seat-event starts: 1624 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 20 Critical blocker identity: P20->28I(RIGHT) Direct fan-out: 1 Total indirect descendants: 8 Critical tree size including blocker: 9 Critical tree depth: 9 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 16 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 7 Critical blocker tree: P20(28I/RIGHT/WAITING_FOR_SEAT_EVENT) P184(31D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P87(31H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P102(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P88(28D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P24(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P190(24F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P94(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P137(25E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1605 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 29|30 Critical blocker unavailable yield tiles: 29|30 Critical blocker yield-tile occupants: 13|153 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 3 Yield-tile occupied failures: 1605 Rear-boundary failures: 19 Middle-bank reservation failures: 4 Active-event deferrals: 1051 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 2 Trace length: 2 Yield-occupant trace: yieldOccupant[13]: P13(31G/RIGHT/MOVING_IN_AISLE@tile29) -> P153(30E/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[153]: P153(30E/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P153->30E(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P13{seat=31G,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=29,directBlocker=153,lastMoveTick=698,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P153{seat=30E,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=648,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 29|30 Current unavailable yield tiles: 29|30 Current yield-tile occupants: 13|153 Final row-event chain: 20|13|153 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 4 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1880\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 9\nOccupied-space rejections: 3201\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 29 | standardDataset=258/274 (94.16%) | diversityDataset=258/274 (94.16%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=6 | clusterStarts=6 | convertedToSuccess=false | diversityWorse=false | standardFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL | diversityFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 15 DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY ============================================================ Date/Time: 2026-07-16 17:18:54 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 30 Scenario seed: 4796178364709272712 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 288 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.78% Blocker-prone seat share (topology component): 60.07% Aisle-assignment balance: 97.22% OUTCOME ------- Status: SUCCESS Completed ticks: 1073 Passengers seated: 288/288 Average waiting ticks: 486.26 Longest waiting passenger: P242->22A(LEFT) Longest waiting ticks: 1020 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles24-27:occupied=3:anchor=P272:selected=P258:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 13 Regions dissolved: 1 Repeated reconstructions avoided: 13 Largest region lifetime: 14 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=14 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2587 Maximum occupied tiles: 13 Seat events: 148 Single-blocker events: 40 Multiple-blocker events: 17 Temporary aisle reoccupations: 77 RIGHT AISLE ----------- Total moves: 2427 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 36 Multiple-blocker events: 18 Temporary aisle reoccupations: 73 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 124 Reservations granted: 120 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6089 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7510 Total stationary ticks: 145204 Seat-event requests: 303 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 751 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 751 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 306\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 15 DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY ============================================================ Date/Time: 2026-07-16 17:18:54 Experiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 30 Scenario seed: 4796178364709272712 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 288 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET Row-zone concentration (diagnostic control): 27.78% Blocker-prone seat share (topology component): 60.07% Aisle-assignment balance: 97.22% OUTCOME ------- Status: SUCCESS Completed ticks: 1072 Passengers seated: 288/288 Average waiting ticks: 484.87 Longest waiting passenger: P242->22A(LEFT) Longest waiting ticks: 1019 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2587 Maximum occupied tiles: 13 Seat events: 148 Single-blocker events: 42 Multiple-blocker events: 17 Temporary aisle reoccupations: 79 RIGHT AISLE ----------- Total moves: 2427 Maximum occupied tiles: 12 Seat events: 140 Single-blocker events: 36 Multiple-blocker events: 18 Temporary aisle reoccupations: 73 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 116 Reservations granted: 116 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6199 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7537 Total stationary ticks: 144936 Seat-event requests: 299 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 677 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 677 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 299\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 30 | standardDataset=288/288 (100.00%) | diversityDataset=288/288 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | diversityWorse=false | standardFamily=COMPLETE_CABIN | diversityFamily=COMPLETE_CABIN ************************************************************ BATCH EXPERIMENT SUMMARY RESEARCH EXPERIMENT 15 DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY ************************************************************ Experiment seed: 1783790101901 Scenarios executed: 60 Successful completions: 54 Incomplete/MAX_TICKS: 6 Average completed ticks: 1079.98 Average waiting ticks: 422.35 ************************************************************ ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 16 DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE ============================================================ Date/Time: 2026-07-16 18:19:30 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 1 Scenario seed: 7216130499227313205 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.39% Blocker-prone seat share (topology component): 66.79% Aisle-assignment balance: 98.54% OUTCOME ------- Status: SUCCESS Completed ticks: 990 Passengers seated: 274/274 Average waiting ticks: 450.42 Longest waiting passenger: P233->32A(LEFT) Longest waiting ticks: 921 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2125 Maximum occupied tiles: 12 Seat events: 139 Single-blocker events: 45 Multiple-blocker events: 13 Temporary aisle reoccupations: 71 RIGHT AISLE ----------- Total moves: 2075 Maximum occupied tiles: 11 Seat events: 135 Single-blocker events: 41 Multiple-blocker events: 8 Temporary aisle reoccupations: 57 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 98 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5198 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6411 Total stationary ticks: 127724 Seat-event requests: 284 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 632 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 632 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 289\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 16 DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE ============================================================ Date/Time: 2026-07-16 18:19:30 Experiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 1 Scenario seed: 7216130499227313205 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_ADMISSION_WINDOW_DATASET Row-zone concentration (diagnostic control): 31.39% Blocker-prone seat share (topology component): 66.79% Aisle-assignment balance: 98.54% OUTCOME ------- Status: SUCCESS Completed ticks: 990 Passengers seated: 274/274 Average waiting ticks: 450.42 Longest waiting passenger: P233->32A(LEFT) Longest waiting ticks: 921 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2125 Maximum occupied tiles: 12 Seat events: 139 Single-blocker events: 45 Multiple-blocker events: 13 Temporary aisle reoccupations: 71 RIGHT AISLE ----------- Total moves: 2075 Maximum occupied tiles: 11 Seat events: 135 Single-blocker events: 41 Multiple-blocker events: 8 Temporary aisle reoccupations: 57 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 98 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5198 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6411 Total stationary ticks: 127724 Seat-event requests: 284 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 632 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 632 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 289\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 01 | standardDataset=274/274 (100.00%) | windowDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | windowWorse=false | standardFamily=COMPLETE_CABIN | windowFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 16 DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE ============================================================ Date/Time: 2026-07-16 18:19:30 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 2 Scenario seed: -5145057424286824451 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.48% Blocker-prone seat share (topology component): 73.61% Aisle-assignment balance: 94.44% OUTCOME ------- Status: SUCCESS Completed ticks: 799 Passengers seated: 216/216 Average waiting ticks: 351.06 Longest waiting passenger: P90->5C(LEFT) Longest waiting ticks: 749 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 31 Regions dissolved: 2 Repeated reconstructions avoided: 31 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1607 Maximum occupied tiles: 12 Seat events: 114 Single-blocker events: 32 Multiple-blocker events: 9 Temporary aisle reoccupations: 52 RIGHT AISLE ----------- Total moves: 1517 Maximum occupied tiles: 11 Seat events: 102 Single-blocker events: 19 Multiple-blocker events: 9 Temporary aisle reoccupations: 38 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 125 Reservations granted: 121 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3653 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4671 Total stationary ticks: 78797 Seat-event requests: 225 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 557 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 557 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 229\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 16 DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE ============================================================ Date/Time: 2026-07-16 18:19:30 Experiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 2 Scenario seed: -5145057424286824451 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_ADMISSION_WINDOW_DATASET Row-zone concentration (diagnostic control): 31.48% Blocker-prone seat share (topology component): 73.61% Aisle-assignment balance: 94.44% OUTCOME ------- Status: SUCCESS Completed ticks: 799 Passengers seated: 216/216 Average waiting ticks: 351.06 Longest waiting passenger: P90->5C(LEFT) Longest waiting ticks: 749 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 31 Regions dissolved: 2 Repeated reconstructions avoided: 31 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1607 Maximum occupied tiles: 12 Seat events: 114 Single-blocker events: 32 Multiple-blocker events: 9 Temporary aisle reoccupations: 52 RIGHT AISLE ----------- Total moves: 1517 Maximum occupied tiles: 11 Seat events: 102 Single-blocker events: 19 Multiple-blocker events: 9 Temporary aisle reoccupations: 38 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 125 Reservations granted: 121 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3653 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4671 Total stationary ticks: 78797 Seat-event requests: 225 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 557 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 557 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 229\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 02 | standardDataset=216/216 (100.00%) | windowDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | windowWorse=false | standardFamily=COMPLETE_CABIN | windowFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 16 DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE ============================================================ Date/Time: 2026-07-16 18:19:30 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 3 Scenario seed: 3757159740356003327 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.65% Blocker-prone seat share (topology component): 60.53% Aisle-assignment balance: 98.83% OUTCOME ------- Status: SUCCESS Completed ticks: 1266 Passengers seated: 342/342 Average waiting ticks: 588.90 Longest waiting passenger: P156->23B(LEFT) Longest waiting ticks: 1212 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3072 Maximum occupied tiles: 14 Seat events: 173 Single-blocker events: 56 Multiple-blocker events: 25 Temporary aisle reoccupations: 111 RIGHT AISLE ----------- Total moves: 2968 Maximum occupied tiles: 12 Seat events: 169 Single-blocker events: 49 Multiple-blocker events: 22 Temporary aisle reoccupations: 96 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 147 Reservations granted: 143 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6815 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8177 Total stationary ticks: 206919 Seat-event requests: 351 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 758 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 758 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 355\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 7\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 16 DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE ============================================================ Date/Time: 2026-07-16 18:19:30 Experiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 3 Scenario seed: 3757159740356003327 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_ADMISSION_WINDOW_DATASET Row-zone concentration (diagnostic control): 28.65% Blocker-prone seat share (topology component): 60.53% Aisle-assignment balance: 98.83% OUTCOME ------- Status: SUCCESS Completed ticks: 1266 Passengers seated: 342/342 Average waiting ticks: 588.90 Longest waiting passenger: P156->23B(LEFT) Longest waiting ticks: 1212 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3072 Maximum occupied tiles: 14 Seat events: 173 Single-blocker events: 56 Multiple-blocker events: 25 Temporary aisle reoccupations: 111 RIGHT AISLE ----------- Total moves: 2968 Maximum occupied tiles: 12 Seat events: 169 Single-blocker events: 49 Multiple-blocker events: 22 Temporary aisle reoccupations: 96 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 147 Reservations granted: 143 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6815 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8177 Total stationary ticks: 206919 Seat-event requests: 351 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 758 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 758 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 355\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 7\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 03 | standardDataset=342/342 (100.00%) | windowDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | windowWorse=false | standardFamily=COMPLETE_CABIN | windowFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 16 DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE ============================================================ Date/Time: 2026-07-16 18:19:30 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 4 Scenario seed: 4505242574357131631 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 75.49% Aisle-assignment balance: 91.18% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2255 Passengers seated: 200/204 Average waiting ticks: 339.50 Longest waiting passenger: P88->29C(RIGHT) Longest waiting ticks: 2194 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 4 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1498 Regions dissolved: 0 Repeated reconstructions avoided: 1498 Largest region lifetime: 1499 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1499:occupied=4 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1496 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1348 Maximum occupied tiles: 11 Seat events: 93 Single-blocker events: 18 Multiple-blocker events: 4 Temporary aisle reoccupations: 26 RIGHT AISLE ----------- Total moves: 1644 Maximum occupied tiles: 13 Seat events: 107 Single-blocker events: 25 Multiple-blocker events: 11 Temporary aisle reoccupations: 49 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1613 Reservations granted: 1609 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 4973 Longest unresolved passenger ID: 201 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P147(28E/RIGHT) -> P139(29G/RIGHT) -> P201(30D/RIGHT) -> P88(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 147 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 11024 Total stationary ticks: 77119 Seat-event requests: 1709 Failed seat-event starts: 1509 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 88 Critical blocker identity: P88->29C(RIGHT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 4 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P88(29C/RIGHT/WAITING_FOR_SEAT_EVENT) P201(30D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P139(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P147(28E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1505 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 4 Rear-boundary failures: 1505 Middle-bank reservation failures: 4 Active-event deferrals: 595 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1714\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 16 DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE ============================================================ Date/Time: 2026-07-16 18:19:30 Experiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 4 Scenario seed: 4505242574357131631 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_ADMISSION_WINDOW_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 75.49% Aisle-assignment balance: 91.18% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2255 Passengers seated: 200/204 Average waiting ticks: 339.50 Longest waiting passenger: P88->29C(RIGHT) Longest waiting ticks: 2194 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 4 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1498 Regions dissolved: 0 Repeated reconstructions avoided: 1498 Largest region lifetime: 1499 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1499:occupied=4 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1496 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1348 Maximum occupied tiles: 11 Seat events: 93 Single-blocker events: 18 Multiple-blocker events: 4 Temporary aisle reoccupations: 26 RIGHT AISLE ----------- Total moves: 1644 Maximum occupied tiles: 13 Seat events: 107 Single-blocker events: 25 Multiple-blocker events: 11 Temporary aisle reoccupations: 49 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1613 Reservations granted: 1609 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 4973 Longest unresolved passenger ID: 201 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P147(28E/RIGHT) -> P139(29G/RIGHT) -> P201(30D/RIGHT) -> P88(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 147 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 11024 Total stationary ticks: 77119 Seat-event requests: 1709 Failed seat-event starts: 1509 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 88 Critical blocker identity: P88->29C(RIGHT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 4 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P88(29C/RIGHT/WAITING_FOR_SEAT_EVENT) P201(30D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P139(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P147(28E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1505 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 4 Rear-boundary failures: 1505 Middle-bank reservation failures: 4 Active-event deferrals: 595 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1714\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 04 | standardDataset=200/204 (98.04%) | windowDataset=200/204 (98.04%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | windowWorse=false | standardFamily=REAR_BOUNDARY_LOCK | windowFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 16 DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE ============================================================ Date/Time: 2026-07-16 18:19:30 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 5 Scenario seed: -6826745434564669881 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 96.17% OUTCOME ------- Status: SUCCESS Completed ticks: 870 Passengers seated: 235/235 Average waiting ticks: 386.29 Longest waiting passenger: P138->20E(RIGHT) Longest waiting ticks: 843 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 22 Regions dissolved: 2 Repeated reconstructions avoided: 22 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1722 Maximum occupied tiles: 12 Seat events: 113 Single-blocker events: 30 Multiple-blocker events: 8 Temporary aisle reoccupations: 48 RIGHT AISLE ----------- Total moves: 1667 Maximum occupied tiles: 10 Seat events: 122 Single-blocker events: 34 Multiple-blocker events: 13 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 127 Reservations granted: 127 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4517 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5593 Total stationary ticks: 94540 Seat-event requests: 245 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 566 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 566 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 16 DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE ============================================================ Date/Time: 2026-07-16 18:19:30 Experiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 5 Scenario seed: -6826745434564669881 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_ADMISSION_WINDOW_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 96.17% OUTCOME ------- Status: SUCCESS Completed ticks: 870 Passengers seated: 235/235 Average waiting ticks: 386.29 Longest waiting passenger: P138->20E(RIGHT) Longest waiting ticks: 843 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 22 Regions dissolved: 2 Repeated reconstructions avoided: 22 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1722 Maximum occupied tiles: 12 Seat events: 113 Single-blocker events: 30 Multiple-blocker events: 8 Temporary aisle reoccupations: 48 RIGHT AISLE ----------- Total moves: 1667 Maximum occupied tiles: 10 Seat events: 122 Single-blocker events: 34 Multiple-blocker events: 13 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 127 Reservations granted: 127 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4517 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5593 Total stationary ticks: 94540 Seat-event requests: 245 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 566 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 566 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 05 | standardDataset=235/235 (100.00%) | windowDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | windowWorse=false | standardFamily=COMPLETE_CABIN | windowFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 16 DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE ============================================================ Date/Time: 2026-07-16 18:19:30 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 6 Scenario seed: 2513822240434754174 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.82% Blocker-prone seat share (topology component): 77.94% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 731 Passengers seated: 204/204 Average waiting ticks: 331.67 Longest waiting passenger: P8->20F(RIGHT) Longest waiting ticks: 685 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1499 Maximum occupied tiles: 14 Seat events: 102 Single-blocker events: 24 Multiple-blocker events: 8 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1479 Maximum occupied tiles: 12 Seat events: 102 Single-blocker events: 30 Multiple-blocker events: 6 Temporary aisle reoccupations: 44 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 103 Reservations granted: 103 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3601 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4643 Total stationary ticks: 70621 Seat-event requests: 210 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 585 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 585 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 210\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 16 DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE ============================================================ Date/Time: 2026-07-16 18:19:30 Experiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 6 Scenario seed: 2513822240434754174 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_ADMISSION_WINDOW_DATASET Row-zone concentration (diagnostic control): 33.82% Blocker-prone seat share (topology component): 77.94% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 731 Passengers seated: 204/204 Average waiting ticks: 331.67 Longest waiting passenger: P8->20F(RIGHT) Longest waiting ticks: 685 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1499 Maximum occupied tiles: 14 Seat events: 102 Single-blocker events: 24 Multiple-blocker events: 8 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1479 Maximum occupied tiles: 12 Seat events: 102 Single-blocker events: 30 Multiple-blocker events: 6 Temporary aisle reoccupations: 44 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 103 Reservations granted: 103 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3601 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4643 Total stationary ticks: 70621 Seat-event requests: 210 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 585 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 585 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 210\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 06 | standardDataset=204/204 (100.00%) | windowDataset=204/204 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | windowWorse=false | standardFamily=COMPLETE_CABIN | windowFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 16 DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE ============================================================ Date/Time: 2026-07-16 18:19:30 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 7 Scenario seed: -4676738862831661214 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.80% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 98.15% OUTCOME ------- Status: SUCCESS Completed ticks: 772 Passengers seated: 216/216 Average waiting ticks: 349.32 Longest waiting passenger: P213->4C(LEFT) Longest waiting ticks: 721 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 24 Regions dissolved: 2 Repeated reconstructions avoided: 24 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1563 Maximum occupied tiles: 12 Seat events: 110 Single-blocker events: 21 Multiple-blocker events: 10 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1500 Maximum occupied tiles: 12 Seat events: 106 Single-blocker events: 24 Multiple-blocker events: 10 Temporary aisle reoccupations: 48 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 119 Reservations granted: 119 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3938 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5006 Total stationary ticks: 78770 Seat-event requests: 227 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 538 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 538 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 227\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 16 DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE ============================================================ Date/Time: 2026-07-16 18:19:30 Experiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 7 Scenario seed: -4676738862831661214 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_ADMISSION_WINDOW_DATASET Row-zone concentration (diagnostic control): 33.80% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 98.15% OUTCOME ------- Status: SUCCESS Completed ticks: 772 Passengers seated: 216/216 Average waiting ticks: 349.32 Longest waiting passenger: P213->4C(LEFT) Longest waiting ticks: 721 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 24 Regions dissolved: 2 Repeated reconstructions avoided: 24 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1563 Maximum occupied tiles: 12 Seat events: 110 Single-blocker events: 21 Multiple-blocker events: 10 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1500 Maximum occupied tiles: 12 Seat events: 106 Single-blocker events: 24 Multiple-blocker events: 10 Temporary aisle reoccupations: 48 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 119 Reservations granted: 119 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3938 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5006 Total stationary ticks: 78770 Seat-event requests: 227 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 538 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 538 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 227\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 07 | standardDataset=216/216 (100.00%) | windowDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | windowWorse=false | standardFamily=COMPLETE_CABIN | windowFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 16 DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE ============================================================ Date/Time: 2026-07-16 18:19:30 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 8 Scenario seed: 2451708163553084058 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.05% Blocker-prone seat share (topology component): 64.86% Aisle-assignment balance: 95.75% OUTCOME ------- Status: SUCCESS Completed ticks: 943 Passengers seated: 259/259 Average waiting ticks: 421.84 Longest waiting passenger: P256->9F(LEFT) Longest waiting ticks: 901 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles10-13:occupied=3:anchor=P12:selected=P71:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2017 Maximum occupied tiles: 12 Seat events: 135 Single-blocker events: 41 Multiple-blocker events: 16 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 1933 Maximum occupied tiles: 14 Seat events: 124 Single-blocker events: 35 Multiple-blocker events: 9 Temporary aisle reoccupations: 53 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 90 Reservations granted: 90 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5174 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6489 Total stationary ticks: 113674 Seat-event requests: 273 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 652 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 652 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 272\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 16 DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE ============================================================ Date/Time: 2026-07-16 18:19:30 Experiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 8 Scenario seed: 2451708163553084058 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_ADMISSION_WINDOW_DATASET Row-zone concentration (diagnostic control): 32.05% Blocker-prone seat share (topology component): 64.86% Aisle-assignment balance: 95.75% OUTCOME ------- Status: SUCCESS Completed ticks: 943 Passengers seated: 259/259 Average waiting ticks: 421.84 Longest waiting passenger: P256->9F(LEFT) Longest waiting ticks: 901 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles10-13:occupied=3:anchor=P12:selected=P71:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2017 Maximum occupied tiles: 12 Seat events: 135 Single-blocker events: 41 Multiple-blocker events: 16 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 1933 Maximum occupied tiles: 14 Seat events: 124 Single-blocker events: 35 Multiple-blocker events: 9 Temporary aisle reoccupations: 53 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 90 Reservations granted: 90 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5174 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6489 Total stationary ticks: 113674 Seat-event requests: 273 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 652 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 652 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 272\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 08 | standardDataset=259/259 (100.00%) | windowDataset=259/259 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | windowWorse=false | standardFamily=COMPLETE_CABIN | windowFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 16 DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE ============================================================ Date/Time: 2026-07-16 18:19:30 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 9 Scenario seed: 7260830704529197968 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 35.42% Blocker-prone seat share (topology component): 75.52% Aisle-assignment balance: 89.58% OUTCOME ------- Status: SUCCESS Completed ticks: 754 Passengers seated: 192/192 Average waiting ticks: 315.99 Longest waiting passenger: P145->3H(RIGHT) Longest waiting ticks: 702 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P60:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 10 Regions dissolved: 1 Repeated reconstructions avoided: 10 Largest region lifetime: 11 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=11 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1277 Maximum occupied tiles: 12 Seat events: 86 Single-blocker events: 13 Multiple-blocker events: 6 Temporary aisle reoccupations: 26 RIGHT AISLE ----------- Total moves: 1496 Maximum occupied tiles: 11 Seat events: 106 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 105 Reservations granted: 102 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3411 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4220 Total stationary ticks: 63467 Seat-event requests: 203 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 413 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 413 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 205\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 16 DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE ============================================================ Date/Time: 2026-07-16 18:19:30 Experiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 9 Scenario seed: 7260830704529197968 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_ADMISSION_WINDOW_DATASET Row-zone concentration (diagnostic control): 35.42% Blocker-prone seat share (topology component): 75.52% Aisle-assignment balance: 89.58% OUTCOME ------- Status: SUCCESS Completed ticks: 754 Passengers seated: 192/192 Average waiting ticks: 315.99 Longest waiting passenger: P145->3H(RIGHT) Longest waiting ticks: 702 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P60:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 10 Regions dissolved: 1 Repeated reconstructions avoided: 10 Largest region lifetime: 11 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=11 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1277 Maximum occupied tiles: 12 Seat events: 86 Single-blocker events: 13 Multiple-blocker events: 6 Temporary aisle reoccupations: 26 RIGHT AISLE ----------- Total moves: 1496 Maximum occupied tiles: 11 Seat events: 106 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 105 Reservations granted: 102 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3411 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4220 Total stationary ticks: 63467 Seat-event requests: 203 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 413 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 413 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 205\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 09 | standardDataset=192/192 (100.00%) | windowDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | windowWorse=false | standardFamily=COMPLETE_CABIN | windowFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 16 DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE ============================================================ Date/Time: 2026-07-16 18:19:30 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 10 Scenario seed: -447105676847956095 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.36% Blocker-prone seat share (topology component): 59.65% Aisle-assignment balance: 96.49% OUTCOME ------- Status: SUCCESS Completed ticks: 1251 Passengers seated: 342/342 Average waiting ticks: 564.00 Longest waiting passenger: P179->11J(RIGHT) Longest waiting ticks: 1169 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 5 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 6 Selected release potential total: 9 Last cluster decision: RIGHT:tiles10-14:occupied=4:anchor=P314:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 91 Regions dissolved: 4 Repeated reconstructions avoided: 91 Largest region lifetime: 46 Maximum simultaneous active regions: 2 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=46 Confirmation deferral ticks: 5 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 4 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2926 Maximum occupied tiles: 12 Seat events: 165 Single-blocker events: 39 Multiple-blocker events: 30 Temporary aisle reoccupations: 103 RIGHT AISLE ----------- Total moves: 3031 Maximum occupied tiles: 15 Seat events: 177 Single-blocker events: 40 Multiple-blocker events: 31 Temporary aisle reoccupations: 107 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 163 Reservations granted: 162 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7775 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9654 Total stationary ticks: 199662 Seat-event requests: 376 Failed seat-event starts: 34 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 889 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 34 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 889 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 10\nOccupied-space rejections: 41\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 16 DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE ============================================================ Date/Time: 2026-07-16 18:19:30 Experiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 10 Scenario seed: -447105676847956095 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_ADMISSION_WINDOW_DATASET Row-zone concentration (diagnostic control): 28.36% Blocker-prone seat share (topology component): 59.65% Aisle-assignment balance: 96.49% OUTCOME ------- Status: SUCCESS Completed ticks: 1251 Passengers seated: 342/342 Average waiting ticks: 564.00 Longest waiting passenger: P179->11J(RIGHT) Longest waiting ticks: 1169 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 5 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 6 Selected release potential total: 9 Last cluster decision: RIGHT:tiles10-14:occupied=4:anchor=P314:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 91 Regions dissolved: 4 Repeated reconstructions avoided: 91 Largest region lifetime: 46 Maximum simultaneous active regions: 2 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=46 Confirmation deferral ticks: 5 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 4 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2926 Maximum occupied tiles: 12 Seat events: 165 Single-blocker events: 39 Multiple-blocker events: 30 Temporary aisle reoccupations: 103 RIGHT AISLE ----------- Total moves: 3031 Maximum occupied tiles: 15 Seat events: 177 Single-blocker events: 40 Multiple-blocker events: 31 Temporary aisle reoccupations: 107 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 163 Reservations granted: 162 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7775 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9654 Total stationary ticks: 199662 Seat-event requests: 376 Failed seat-event starts: 34 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 889 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 34 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 889 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 10\nOccupied-space rejections: 41\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 10 | standardDataset=342/342 (100.00%) | windowDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=4 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | windowWorse=false | standardFamily=COMPLETE_CABIN | windowFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 16 DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE ============================================================ Date/Time: 2026-07-16 18:19:30 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 11 Scenario seed: 3638877016897499986 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 29.57% Blocker-prone seat share (topology component): 66.96% Aisle-assignment balance: 99.13% OUTCOME ------- Status: SUCCESS Completed ticks: 804 Passengers seated: 230/230 Average waiting ticks: 370.66 Longest waiting passenger: P111->9B(LEFT) Longest waiting ticks: 763 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1700 Maximum occupied tiles: 11 Seat events: 116 Single-blocker events: 28 Multiple-blocker events: 8 Temporary aisle reoccupations: 44 RIGHT AISLE ----------- Total moves: 1814 Maximum occupied tiles: 13 Seat events: 114 Single-blocker events: 38 Multiple-blocker events: 7 Temporary aisle reoccupations: 52 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 78 Reservations granted: 78 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4669 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5600 Total stationary ticks: 89203 Seat-event requests: 235 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 461 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 461 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 235\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 16 DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE ============================================================ Date/Time: 2026-07-16 18:19:30 Experiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 11 Scenario seed: 3638877016897499986 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_ADMISSION_WINDOW_DATASET Row-zone concentration (diagnostic control): 29.57% Blocker-prone seat share (topology component): 66.96% Aisle-assignment balance: 99.13% OUTCOME ------- Status: SUCCESS Completed ticks: 804 Passengers seated: 230/230 Average waiting ticks: 370.66 Longest waiting passenger: P111->9B(LEFT) Longest waiting ticks: 763 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1700 Maximum occupied tiles: 11 Seat events: 116 Single-blocker events: 28 Multiple-blocker events: 8 Temporary aisle reoccupations: 44 RIGHT AISLE ----------- Total moves: 1814 Maximum occupied tiles: 13 Seat events: 114 Single-blocker events: 38 Multiple-blocker events: 7 Temporary aisle reoccupations: 52 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 78 Reservations granted: 78 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4669 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5600 Total stationary ticks: 89203 Seat-event requests: 235 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 461 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 461 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 235\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 11 | standardDataset=230/230 (100.00%) | windowDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | windowWorse=false | standardFamily=COMPLETE_CABIN | windowFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 16 DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE ============================================================ Date/Time: 2026-07-16 18:19:30 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 12 Scenario seed: -8976697486543855838 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 36.46% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 705 Passengers seated: 192/192 Average waiting ticks: 319.16 Longest waiting passenger: P84->11G(RIGHT) Longest waiting ticks: 676 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: LEFT:tiles9-11:occupied=3:anchor=P136:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 40 Regions dissolved: 2 Repeated reconstructions avoided: 40 Largest region lifetime: 31 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=11 Confirmation deferral ticks: 3 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1421 Maximum occupied tiles: 12 Seat events: 96 Single-blocker events: 23 Multiple-blocker events: 7 Temporary aisle reoccupations: 40 RIGHT AISLE ----------- Total moves: 1396 Maximum occupied tiles: 11 Seat events: 96 Single-blocker events: 19 Multiple-blocker events: 6 Temporary aisle reoccupations: 31 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 100 Reservations granted: 100 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3355 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4022 Total stationary ticks: 63983 Seat-event requests: 201 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 348 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 348 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 199\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 5\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 16 DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE ============================================================ Date/Time: 2026-07-16 18:19:30 Experiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 12 Scenario seed: -8976697486543855838 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_ADMISSION_WINDOW_DATASET Row-zone concentration (diagnostic control): 36.46% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 705 Passengers seated: 192/192 Average waiting ticks: 319.16 Longest waiting passenger: P84->11G(RIGHT) Longest waiting ticks: 676 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: LEFT:tiles9-11:occupied=3:anchor=P136:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 40 Regions dissolved: 2 Repeated reconstructions avoided: 40 Largest region lifetime: 31 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=11 Confirmation deferral ticks: 3 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1421 Maximum occupied tiles: 12 Seat events: 96 Single-blocker events: 23 Multiple-blocker events: 7 Temporary aisle reoccupations: 40 RIGHT AISLE ----------- Total moves: 1396 Maximum occupied tiles: 11 Seat events: 96 Single-blocker events: 19 Multiple-blocker events: 6 Temporary aisle reoccupations: 31 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 100 Reservations granted: 100 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3355 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4022 Total stationary ticks: 63983 Seat-event requests: 201 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 348 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 348 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 199\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 5\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 12 | standardDataset=192/192 (100.00%) | windowDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=2 | clusterStarts=3 | convertedToSuccess=false | windowWorse=false | standardFamily=COMPLETE_CABIN | windowFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 16 DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE ============================================================ Date/Time: 2026-07-16 18:19:30 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 13 Scenario seed: 1058713798284952297 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.12% Blocker-prone seat share (topology component): 61.11% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 1097 Passengers seated: 306/306 Average waiting ticks: 507.68 Longest waiting passenger: P240->4A(LEFT) Longest waiting ticks: 1037 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2758 Maximum occupied tiles: 12 Seat events: 153 Single-blocker events: 44 Multiple-blocker events: 15 Temporary aisle reoccupations: 74 RIGHT AISLE ----------- Total moves: 2622 Maximum occupied tiles: 14 Seat events: 153 Single-blocker events: 37 Multiple-blocker events: 23 Temporary aisle reoccupations: 87 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 132 Reservations granted: 132 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6586 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7836 Total stationary ticks: 160799 Seat-event requests: 318 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 715 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 715 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 318\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 16 DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE ============================================================ Date/Time: 2026-07-16 18:19:30 Experiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 13 Scenario seed: 1058713798284952297 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_ADMISSION_WINDOW_DATASET Row-zone concentration (diagnostic control): 27.12% Blocker-prone seat share (topology component): 61.11% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 1097 Passengers seated: 306/306 Average waiting ticks: 507.68 Longest waiting passenger: P240->4A(LEFT) Longest waiting ticks: 1037 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2758 Maximum occupied tiles: 12 Seat events: 153 Single-blocker events: 44 Multiple-blocker events: 15 Temporary aisle reoccupations: 74 RIGHT AISLE ----------- Total moves: 2622 Maximum occupied tiles: 14 Seat events: 153 Single-blocker events: 37 Multiple-blocker events: 23 Temporary aisle reoccupations: 87 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 132 Reservations granted: 132 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6586 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7836 Total stationary ticks: 160799 Seat-event requests: 318 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 715 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 715 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 318\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 13 | standardDataset=306/306 (100.00%) | windowDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | windowWorse=false | standardFamily=COMPLETE_CABIN | windowFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 16 DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE ============================================================ Date/Time: 2026-07-16 18:19:30 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 14 Scenario seed: -2382699513390452918 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 824 Passengers seated: 235/235 Average waiting ticks: 380.83 Longest waiting passenger: P179->6D(RIGHT) Longest waiting ticks: 806 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 7 Selected release potential total: 6 Last cluster decision: LEFT:tiles9-14:occupied=6:anchor=P163:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 31 Regions dissolved: 1 Repeated reconstructions avoided: 31 Largest region lifetime: 32 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=32 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1734 Maximum occupied tiles: 13 Seat events: 116 Single-blocker events: 33 Multiple-blocker events: 9 Temporary aisle reoccupations: 53 RIGHT AISLE ----------- Total moves: 1702 Maximum occupied tiles: 14 Seat events: 119 Single-blocker events: 32 Multiple-blocker events: 13 Temporary aisle reoccupations: 60 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 130 Reservations granted: 130 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4717 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5966 Total stationary ticks: 93608 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 576 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 576 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 16 DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE ============================================================ Date/Time: 2026-07-16 18:19:30 Experiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 14 Scenario seed: -2382699513390452918 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_ADMISSION_WINDOW_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 824 Passengers seated: 235/235 Average waiting ticks: 380.83 Longest waiting passenger: P179->6D(RIGHT) Longest waiting ticks: 806 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 7 Selected release potential total: 6 Last cluster decision: LEFT:tiles9-14:occupied=6:anchor=P163:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 31 Regions dissolved: 1 Repeated reconstructions avoided: 31 Largest region lifetime: 32 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=32 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1734 Maximum occupied tiles: 13 Seat events: 116 Single-blocker events: 33 Multiple-blocker events: 9 Temporary aisle reoccupations: 53 RIGHT AISLE ----------- Total moves: 1702 Maximum occupied tiles: 14 Seat events: 119 Single-blocker events: 32 Multiple-blocker events: 13 Temporary aisle reoccupations: 60 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 130 Reservations granted: 130 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4717 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5966 Total stationary ticks: 93608 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 576 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 576 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 14 | standardDataset=235/235 (100.00%) | windowDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | windowWorse=false | standardFamily=COMPLETE_CABIN | windowFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 16 DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE ============================================================ Date/Time: 2026-07-16 18:19:30 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 15 Scenario seed: 7910158282638001386 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.66% Blocker-prone seat share (topology component): 66.41% Aisle-assignment balance: 94.98% OUTCOME ------- Status: SUCCESS Completed ticks: 956 Passengers seated: 259/259 Average waiting ticks: 429.30 Longest waiting passenger: P57->12B(LEFT) Longest waiting ticks: 922 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2045 Maximum occupied tiles: 13 Seat events: 136 Single-blocker events: 37 Multiple-blocker events: 14 Temporary aisle reoccupations: 65 RIGHT AISLE ----------- Total moves: 1932 Maximum occupied tiles: 12 Seat events: 123 Single-blocker events: 32 Multiple-blocker events: 10 Temporary aisle reoccupations: 52 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 88 Reservations granted: 86 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5119 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6204 Total stationary ticks: 115474 Seat-event requests: 266 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 557 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 557 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 268\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 16 DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE ============================================================ Date/Time: 2026-07-16 18:19:30 Experiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 15 Scenario seed: 7910158282638001386 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_ADMISSION_WINDOW_DATASET Row-zone concentration (diagnostic control): 31.66% Blocker-prone seat share (topology component): 66.41% Aisle-assignment balance: 94.98% OUTCOME ------- Status: SUCCESS Completed ticks: 956 Passengers seated: 259/259 Average waiting ticks: 429.30 Longest waiting passenger: P57->12B(LEFT) Longest waiting ticks: 922 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2045 Maximum occupied tiles: 13 Seat events: 136 Single-blocker events: 37 Multiple-blocker events: 14 Temporary aisle reoccupations: 65 RIGHT AISLE ----------- Total moves: 1932 Maximum occupied tiles: 12 Seat events: 123 Single-blocker events: 32 Multiple-blocker events: 10 Temporary aisle reoccupations: 52 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 88 Reservations granted: 86 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5119 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6204 Total stationary ticks: 115474 Seat-event requests: 266 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 557 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 557 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 268\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 15 | standardDataset=259/259 (100.00%) | windowDataset=259/259 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | windowWorse=false | standardFamily=COMPLETE_CABIN | windowFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 16 DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE ============================================================ Date/Time: 2026-07-16 18:19:30 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 16 Scenario seed: 7835976452476775241 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.04% Blocker-prone seat share (topology component): 66.52% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 837 Passengers seated: 230/230 Average waiting ticks: 384.82 Longest waiting passenger: P49->16A(LEFT) Longest waiting ticks: 780 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles16-18:occupied=3:anchor=P49:selected=P151:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1782 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 28 Multiple-blocker events: 8 Temporary aisle reoccupations: 44 RIGHT AISLE ----------- Total moves: 1724 Maximum occupied tiles: 10 Seat events: 115 Single-blocker events: 33 Multiple-blocker events: 9 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 79 Reservations granted: 79 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4064 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4973 Total stationary ticks: 91828 Seat-event requests: 239 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 468 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 468 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 238\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 16 DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE ============================================================ Date/Time: 2026-07-16 18:19:30 Experiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 16 Scenario seed: 7835976452476775241 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_ADMISSION_WINDOW_DATASET Row-zone concentration (diagnostic control): 33.04% Blocker-prone seat share (topology component): 66.52% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 837 Passengers seated: 230/230 Average waiting ticks: 384.82 Longest waiting passenger: P49->16A(LEFT) Longest waiting ticks: 780 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles16-18:occupied=3:anchor=P49:selected=P151:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1782 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 28 Multiple-blocker events: 8 Temporary aisle reoccupations: 44 RIGHT AISLE ----------- Total moves: 1724 Maximum occupied tiles: 10 Seat events: 115 Single-blocker events: 33 Multiple-blocker events: 9 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 79 Reservations granted: 79 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4064 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4973 Total stationary ticks: 91828 Seat-event requests: 239 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 468 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 468 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 238\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 16 | standardDataset=230/230 (100.00%) | windowDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | windowWorse=false | standardFamily=COMPLETE_CABIN | windowFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 16 DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE ============================================================ Date/Time: 2026-07-16 18:19:31 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 17 Scenario seed: -5603982636816805098 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.77% Blocker-prone seat share (topology component): 74.12% Aisle-assignment balance: 96.49% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2329 Passengers seated: 226/228 Average waiting ticks: 384.43 Longest waiting passenger: P22->29F(LEFT) Longest waiting ticks: 2256 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 24 Regions dissolved: 2 Repeated reconstructions avoided: 24 Largest region lifetime: 17 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=17 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1590 Maximum occupied tiles: 12 Seat events: 116 Single-blocker events: 23 Multiple-blocker events: 10 Temporary aisle reoccupations: 46 RIGHT AISLE ----------- Total moves: 1694 Maximum occupied tiles: 13 Seat events: 110 Single-blocker events: 28 Multiple-blocker events: 7 Temporary aisle reoccupations: 44 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1648 Reservations granted: 1639 Reservations denied/waited: 9 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3986 Longest unresolved passenger ID: 47 Longest unresolved row: 29 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P47(29B/LEFT) -> P22(29F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 47 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 8174 Total stationary ticks: 92549 Seat-event requests: 1757 Failed seat-event starts: 1531 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 22 Critical blocker identity: P22->29F(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P22(29F/LEFT/WAITING_FOR_SEAT_EVENT) P47(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1519 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 3 Critical blocker required yield tiles: 30|31|32 Critical blocker unavailable yield tiles: 31|32 Critical blocker yield-tile occupants: -1|-1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 12 Rear-boundary failures: 1519 Middle-bank reservation failures: 9 Active-event deferrals: 553 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 30|31|32 Current unavailable yield tiles: 31|32 Current yield-tile occupants: -1|-1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 7\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 16 DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE ============================================================ Date/Time: 2026-07-16 18:19:31 Experiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 17 Scenario seed: -5603982636816805098 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_ADMISSION_WINDOW_DATASET Row-zone concentration (diagnostic control): 33.77% Blocker-prone seat share (topology component): 74.12% Aisle-assignment balance: 96.49% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2329 Passengers seated: 226/228 Average waiting ticks: 384.43 Longest waiting passenger: P22->29F(LEFT) Longest waiting ticks: 2256 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 24 Regions dissolved: 2 Repeated reconstructions avoided: 24 Largest region lifetime: 17 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=17 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1590 Maximum occupied tiles: 12 Seat events: 116 Single-blocker events: 23 Multiple-blocker events: 10 Temporary aisle reoccupations: 46 RIGHT AISLE ----------- Total moves: 1694 Maximum occupied tiles: 13 Seat events: 110 Single-blocker events: 28 Multiple-blocker events: 7 Temporary aisle reoccupations: 44 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1648 Reservations granted: 1639 Reservations denied/waited: 9 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3986 Longest unresolved passenger ID: 47 Longest unresolved row: 29 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P47(29B/LEFT) -> P22(29F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 47 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 8174 Total stationary ticks: 92549 Seat-event requests: 1757 Failed seat-event starts: 1531 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 22 Critical blocker identity: P22->29F(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P22(29F/LEFT/WAITING_FOR_SEAT_EVENT) P47(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1519 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 3 Critical blocker required yield tiles: 30|31|32 Critical blocker unavailable yield tiles: 31|32 Critical blocker yield-tile occupants: -1|-1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 12 Rear-boundary failures: 1519 Middle-bank reservation failures: 9 Active-event deferrals: 553 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 30|31|32 Current unavailable yield tiles: 31|32 Current yield-tile occupants: -1|-1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 7\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 17 | standardDataset=226/228 (99.12%) | windowDataset=226/228 (99.12%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=2 | convertedToSuccess=false | windowWorse=false | standardFamily=REAR_BOUNDARY_LOCK | windowFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 16 DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE ============================================================ Date/Time: 2026-07-16 18:19:31 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 18 Scenario seed: -29016899169270240 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1018 Passengers seated: 282/282 Average waiting ticks: 460.86 Longest waiting passenger: P39->31A(LEFT) Longest waiting ticks: 950 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2171 Maximum occupied tiles: 11 Seat events: 144 Single-blocker events: 41 Multiple-blocker events: 12 Temporary aisle reoccupations: 65 RIGHT AISLE ----------- Total moves: 2188 Maximum occupied tiles: 11 Seat events: 138 Single-blocker events: 39 Multiple-blocker events: 20 Temporary aisle reoccupations: 79 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 101 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5629 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7092 Total stationary ticks: 134758 Seat-event requests: 293 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 749 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 749 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 293\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 16 DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE ============================================================ Date/Time: 2026-07-16 18:19:31 Experiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 18 Scenario seed: -29016899169270240 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_ADMISSION_WINDOW_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1018 Passengers seated: 282/282 Average waiting ticks: 460.86 Longest waiting passenger: P39->31A(LEFT) Longest waiting ticks: 950 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2171 Maximum occupied tiles: 11 Seat events: 144 Single-blocker events: 41 Multiple-blocker events: 12 Temporary aisle reoccupations: 65 RIGHT AISLE ----------- Total moves: 2188 Maximum occupied tiles: 11 Seat events: 138 Single-blocker events: 39 Multiple-blocker events: 20 Temporary aisle reoccupations: 79 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 101 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5629 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7092 Total stationary ticks: 134758 Seat-event requests: 293 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 749 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 749 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 293\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 18 | standardDataset=282/282 (100.00%) | windowDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | windowWorse=false | standardFamily=COMPLETE_CABIN | windowFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 16 DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE ============================================================ Date/Time: 2026-07-16 18:19:31 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 19 Scenario seed: -1022932693840430131 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.20% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 99.72% OUTCOME ------- Status: SUCCESS Completed ticks: 1270 Passengers seated: 353/353 Average waiting ticks: 595.20 Longest waiting passenger: P228->31D(RIGHT) Longest waiting ticks: 1217 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 5 Clusters detected: 5 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: RIGHT:region=R5:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 5 Region updates: 107 Regions dissolved: 5 Repeated reconstructions avoided: 107 Largest region lifetime: 32 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R5:lifetime=8 Confirmation deferral ticks: 7 Regions reaching confirmation: 2 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3031 Maximum occupied tiles: 15 Seat events: 176 Single-blocker events: 50 Multiple-blocker events: 27 Temporary aisle reoccupations: 110 RIGHT AISLE ----------- Total moves: 3177 Maximum occupied tiles: 13 Seat events: 177 Single-blocker events: 51 Multiple-blocker events: 34 Temporary aisle reoccupations: 129 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 160 Reservations granted: 158 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7492 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9457 Total stationary ticks: 216460 Seat-event requests: 384 Failed seat-event starts: 31 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 994 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 31 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 994 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 11\nOccupied-space rejections: 37\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 16 DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE ============================================================ Date/Time: 2026-07-16 18:19:31 Experiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 19 Scenario seed: -1022932693840430131 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_ADMISSION_WINDOW_DATASET Row-zone concentration (diagnostic control): 27.20% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 99.72% OUTCOME ------- Status: SUCCESS Completed ticks: 1270 Passengers seated: 353/353 Average waiting ticks: 595.20 Longest waiting passenger: P228->31D(RIGHT) Longest waiting ticks: 1217 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 5 Clusters detected: 5 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: RIGHT:region=R5:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 5 Region updates: 107 Regions dissolved: 5 Repeated reconstructions avoided: 107 Largest region lifetime: 32 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R5:lifetime=8 Confirmation deferral ticks: 7 Regions reaching confirmation: 2 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3031 Maximum occupied tiles: 15 Seat events: 176 Single-blocker events: 50 Multiple-blocker events: 27 Temporary aisle reoccupations: 110 RIGHT AISLE ----------- Total moves: 3177 Maximum occupied tiles: 13 Seat events: 177 Single-blocker events: 51 Multiple-blocker events: 34 Temporary aisle reoccupations: 129 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 160 Reservations granted: 158 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7492 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9457 Total stationary ticks: 216460 Seat-event requests: 384 Failed seat-event starts: 31 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 994 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 31 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 994 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 11\nOccupied-space rejections: 37\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 19 | standardDataset=353/353 (100.00%) | windowDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=5 | clusterSelections=2 | clusterStarts=3 | convertedToSuccess=false | windowWorse=false | standardFamily=COMPLETE_CABIN | windowFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 16 DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE ============================================================ Date/Time: 2026-07-16 18:19:31 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 20 Scenario seed: 7778104721219760133 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.66% Blocker-prone seat share (topology component): 65.69% Aisle-assignment balance: 98.54% OUTCOME ------- Status: SUCCESS Completed ticks: 989 Passengers seated: 274/274 Average waiting ticks: 448.40 Longest waiting passenger: P182->28I(RIGHT) Longest waiting ticks: 944 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2133 Maximum occupied tiles: 13 Seat events: 135 Single-blocker events: 28 Multiple-blocker events: 11 Temporary aisle reoccupations: 50 RIGHT AISLE ----------- Total moves: 2076 Maximum occupied tiles: 12 Seat events: 139 Single-blocker events: 35 Multiple-blocker events: 18 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 92 Reservations granted: 92 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5548 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6972 Total stationary ticks: 127697 Seat-event requests: 284 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 677 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 677 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 284\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 16 DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE ============================================================ Date/Time: 2026-07-16 18:19:31 Experiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 20 Scenario seed: 7778104721219760133 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_ADMISSION_WINDOW_DATASET Row-zone concentration (diagnostic control): 30.66% Blocker-prone seat share (topology component): 65.69% Aisle-assignment balance: 98.54% OUTCOME ------- Status: SUCCESS Completed ticks: 989 Passengers seated: 274/274 Average waiting ticks: 448.40 Longest waiting passenger: P182->28I(RIGHT) Longest waiting ticks: 944 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2133 Maximum occupied tiles: 13 Seat events: 135 Single-blocker events: 28 Multiple-blocker events: 11 Temporary aisle reoccupations: 50 RIGHT AISLE ----------- Total moves: 2076 Maximum occupied tiles: 12 Seat events: 139 Single-blocker events: 35 Multiple-blocker events: 18 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 92 Reservations granted: 92 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5548 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6972 Total stationary ticks: 127697 Seat-event requests: 284 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 677 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 677 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 284\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 20 | standardDataset=274/274 (100.00%) | windowDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | windowWorse=false | standardFamily=COMPLETE_CABIN | windowFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 16 DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE ============================================================ Date/Time: 2026-07-16 18:19:31 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 21 Scenario seed: -6050252773158139437 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.90% Blocker-prone seat share (topology component): 75.52% Aisle-assignment balance: 98.96% OUTCOME ------- Status: SUCCESS Completed ticks: 686 Passengers seated: 192/192 Average waiting ticks: 311.75 Longest waiting passenger: P131->5H(RIGHT) Longest waiting ticks: 644 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1430 Maximum occupied tiles: 11 Seat events: 95 Single-blocker events: 26 Multiple-blocker events: 4 Temporary aisle reoccupations: 34 RIGHT AISLE ----------- Total moves: 1368 Maximum occupied tiles: 11 Seat events: 97 Single-blocker events: 22 Multiple-blocker events: 5 Temporary aisle reoccupations: 32 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 97 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3532 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4379 Total stationary ticks: 62831 Seat-event requests: 195 Failed seat-event starts: 3 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 442 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 3 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 442 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 195\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 16 DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE ============================================================ Date/Time: 2026-07-16 18:19:31 Experiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 21 Scenario seed: -6050252773158139437 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_ADMISSION_WINDOW_DATASET Row-zone concentration (diagnostic control): 34.90% Blocker-prone seat share (topology component): 75.52% Aisle-assignment balance: 98.96% OUTCOME ------- Status: SUCCESS Completed ticks: 686 Passengers seated: 192/192 Average waiting ticks: 311.75 Longest waiting passenger: P131->5H(RIGHT) Longest waiting ticks: 644 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1430 Maximum occupied tiles: 11 Seat events: 95 Single-blocker events: 26 Multiple-blocker events: 4 Temporary aisle reoccupations: 34 RIGHT AISLE ----------- Total moves: 1368 Maximum occupied tiles: 11 Seat events: 97 Single-blocker events: 22 Multiple-blocker events: 5 Temporary aisle reoccupations: 32 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 97 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3532 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4379 Total stationary ticks: 62831 Seat-event requests: 195 Failed seat-event starts: 3 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 442 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 3 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 442 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 195\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 21 | standardDataset=192/192 (100.00%) | windowDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | windowWorse=false | standardFamily=COMPLETE_CABIN | windowFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 16 DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE ============================================================ Date/Time: 2026-07-16 18:19:31 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 22 Scenario seed: -7549248447377455043 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.43% Blocker-prone seat share (topology component): 60.46% Aisle-assignment balance: 98.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1115 Passengers seated: 306/306 Average waiting ticks: 511.00 Longest waiting passenger: P126->23H(RIGHT) Longest waiting ticks: 1059 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: LEFT:tiles22-26:occupied=4:anchor=P169:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 16 Regions dissolved: 1 Repeated reconstructions avoided: 16 Largest region lifetime: 17 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=17 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2720 Maximum occupied tiles: 13 Seat events: 150 Single-blocker events: 49 Multiple-blocker events: 12 Temporary aisle reoccupations: 74 RIGHT AISLE ----------- Total moves: 2575 Maximum occupied tiles: 12 Seat events: 156 Single-blocker events: 35 Multiple-blocker events: 19 Temporary aisle reoccupations: 77 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 128 Reservations granted: 128 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6519 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8050 Total stationary ticks: 161843 Seat-event requests: 321 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 882 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 882 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 320\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 16 DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE ============================================================ Date/Time: 2026-07-16 18:19:31 Experiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 22 Scenario seed: -7549248447377455043 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_ADMISSION_WINDOW_DATASET Row-zone concentration (diagnostic control): 28.43% Blocker-prone seat share (topology component): 60.46% Aisle-assignment balance: 98.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1115 Passengers seated: 306/306 Average waiting ticks: 511.00 Longest waiting passenger: P126->23H(RIGHT) Longest waiting ticks: 1059 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: LEFT:tiles22-26:occupied=4:anchor=P169:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 16 Regions dissolved: 1 Repeated reconstructions avoided: 16 Largest region lifetime: 17 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=17 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2720 Maximum occupied tiles: 13 Seat events: 150 Single-blocker events: 49 Multiple-blocker events: 12 Temporary aisle reoccupations: 74 RIGHT AISLE ----------- Total moves: 2575 Maximum occupied tiles: 12 Seat events: 156 Single-blocker events: 35 Multiple-blocker events: 19 Temporary aisle reoccupations: 77 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 128 Reservations granted: 128 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6519 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8050 Total stationary ticks: 161843 Seat-event requests: 321 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 882 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 882 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 320\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 22 | standardDataset=306/306 (100.00%) | windowDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | windowWorse=false | standardFamily=COMPLETE_CABIN | windowFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 16 DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE ============================================================ Date/Time: 2026-07-16 18:19:31 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 23 Scenario seed: 4519082988640820556 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.77% Blocker-prone seat share (topology component): 75.44% Aisle-assignment balance: 96.49% OUTCOME ------- Status: SUCCESS Completed ticks: 825 Passengers seated: 228/228 Average waiting ticks: 367.85 Longest waiting passenger: P154->11C(RIGHT) Longest waiting ticks: 787 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1559 Maximum occupied tiles: 14 Seat events: 110 Single-blocker events: 28 Multiple-blocker events: 14 Temporary aisle reoccupations: 59 RIGHT AISLE ----------- Total moves: 1754 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 29 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 123 Reservations granted: 123 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4498 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5596 Total stationary ticks: 87691 Seat-event requests: 238 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 544 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 544 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 238\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 16 DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE ============================================================ Date/Time: 2026-07-16 18:19:31 Experiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 23 Scenario seed: 4519082988640820556 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_ADMISSION_WINDOW_DATASET Row-zone concentration (diagnostic control): 33.77% Blocker-prone seat share (topology component): 75.44% Aisle-assignment balance: 96.49% OUTCOME ------- Status: SUCCESS Completed ticks: 825 Passengers seated: 228/228 Average waiting ticks: 367.85 Longest waiting passenger: P154->11C(RIGHT) Longest waiting ticks: 787 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1559 Maximum occupied tiles: 14 Seat events: 110 Single-blocker events: 28 Multiple-blocker events: 14 Temporary aisle reoccupations: 59 RIGHT AISLE ----------- Total moves: 1754 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 29 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 123 Reservations granted: 123 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4498 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5596 Total stationary ticks: 87691 Seat-event requests: 238 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 544 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 544 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 238\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 23 | standardDataset=228/228 (100.00%) | windowDataset=228/228 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | windowWorse=false | standardFamily=COMPLETE_CABIN | windowFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 16 DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE ============================================================ Date/Time: 2026-07-16 18:19:31 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 24 Scenario seed: 4297087376607226005 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.66% Blocker-prone seat share (topology component): 66.79% Aisle-assignment balance: 99.27% OUTCOME ------- Status: SUCCESS Completed ticks: 970 Passengers seated: 274/274 Average waiting ticks: 452.86 Longest waiting passenger: P54->10G(RIGHT) Longest waiting ticks: 925 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: RIGHT:tiles23-26:occupied=4:anchor=P246:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 22 Regions dissolved: 1 Repeated reconstructions avoided: 22 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=23 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2167 Maximum occupied tiles: 12 Seat events: 138 Single-blocker events: 39 Multiple-blocker events: 14 Temporary aisle reoccupations: 67 RIGHT AISLE ----------- Total moves: 2041 Maximum occupied tiles: 12 Seat events: 136 Single-blocker events: 37 Multiple-blocker events: 11 Temporary aisle reoccupations: 59 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 93 Reservations granted: 93 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5016 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6316 Total stationary ticks: 128215 Seat-event requests: 287 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 710 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 710 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 286\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 16 DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE ============================================================ Date/Time: 2026-07-16 18:19:31 Experiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 24 Scenario seed: 4297087376607226005 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_ADMISSION_WINDOW_DATASET Row-zone concentration (diagnostic control): 30.66% Blocker-prone seat share (topology component): 66.79% Aisle-assignment balance: 99.27% OUTCOME ------- Status: SUCCESS Completed ticks: 970 Passengers seated: 274/274 Average waiting ticks: 452.86 Longest waiting passenger: P54->10G(RIGHT) Longest waiting ticks: 925 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: RIGHT:tiles23-26:occupied=4:anchor=P246:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 22 Regions dissolved: 1 Repeated reconstructions avoided: 22 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=23 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2167 Maximum occupied tiles: 12 Seat events: 138 Single-blocker events: 39 Multiple-blocker events: 14 Temporary aisle reoccupations: 67 RIGHT AISLE ----------- Total moves: 2041 Maximum occupied tiles: 12 Seat events: 136 Single-blocker events: 37 Multiple-blocker events: 11 Temporary aisle reoccupations: 59 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 93 Reservations granted: 93 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5016 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6316 Total stationary ticks: 128215 Seat-event requests: 287 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 710 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 710 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 286\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 24 | standardDataset=274/274 (100.00%) | windowDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | windowWorse=false | standardFamily=COMPLETE_CABIN | windowFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 16 DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE ============================================================ Date/Time: 2026-07-16 18:19:31 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 25 Scenario seed: -1618752062860107760 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.39% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 90.20% OUTCOME ------- Status: SUCCESS Completed ticks: 797 Passengers seated: 204/204 Average waiting ticks: 336.86 Longest waiting passenger: P145->11G(RIGHT) Longest waiting ticks: 754 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 7 Regions dissolved: 1 Repeated reconstructions avoided: 7 Largest region lifetime: 8 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=8 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1366 Maximum occupied tiles: 11 Seat events: 92 Single-blocker events: 18 Multiple-blocker events: 3 Temporary aisle reoccupations: 24 RIGHT AISLE ----------- Total moves: 1550 Maximum occupied tiles: 14 Seat events: 112 Single-blocker events: 34 Multiple-blocker events: 14 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 110 Reservations granted: 108 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3670 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4541 Total stationary ticks: 71737 Seat-event requests: 212 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 442 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 442 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 214\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 2\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 16 DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE ============================================================ Date/Time: 2026-07-16 18:19:31 Experiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 25 Scenario seed: -1618752062860107760 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_ADMISSION_WINDOW_DATASET Row-zone concentration (diagnostic control): 30.39% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 90.20% OUTCOME ------- Status: SUCCESS Completed ticks: 797 Passengers seated: 204/204 Average waiting ticks: 336.86 Longest waiting passenger: P145->11G(RIGHT) Longest waiting ticks: 754 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 7 Regions dissolved: 1 Repeated reconstructions avoided: 7 Largest region lifetime: 8 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=8 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1366 Maximum occupied tiles: 11 Seat events: 92 Single-blocker events: 18 Multiple-blocker events: 3 Temporary aisle reoccupations: 24 RIGHT AISLE ----------- Total moves: 1550 Maximum occupied tiles: 14 Seat events: 112 Single-blocker events: 34 Multiple-blocker events: 14 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 110 Reservations granted: 108 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3670 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4541 Total stationary ticks: 71737 Seat-event requests: 212 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 442 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 442 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 214\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 2\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 25 | standardDataset=204/204 (100.00%) | windowDataset=204/204 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | windowWorse=false | standardFamily=COMPLETE_CABIN | windowFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 16 DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE ============================================================ Date/Time: 2026-07-16 18:19:31 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 26 Scenario seed: 7637717698422060553 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.07% Blocker-prone seat share (topology component): 59.36% Aisle-assignment balance: 94.15% OUTCOME ------- Status: SUCCESS Completed ticks: 1276 Passengers seated: 342/342 Average waiting ticks: 566.26 Longest waiting passenger: P248->26A(LEFT) Longest waiting ticks: 1229 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 4 Largest detected cluster: 4 Selected release potential total: 5 Last cluster decision: LEFT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 48 Regions dissolved: 3 Repeated reconstructions avoided: 48 Largest region lifetime: 31 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=31 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3173 Maximum occupied tiles: 15 Seat events: 181 Single-blocker events: 46 Multiple-blocker events: 25 Temporary aisle reoccupations: 103 RIGHT AISLE ----------- Total moves: 2795 Maximum occupied tiles: 13 Seat events: 161 Single-blocker events: 49 Multiple-blocker events: 23 Temporary aisle reoccupations: 98 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 161 Reservations granted: 161 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7578 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9483 Total stationary ticks: 200246 Seat-event requests: 371 Failed seat-event starts: 29 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 924 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 29 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 924 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 369\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 9\nOccupied-space rejections: 37\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 16 DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE ============================================================ Date/Time: 2026-07-16 18:19:31 Experiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 26 Scenario seed: 7637717698422060553 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_ADMISSION_WINDOW_DATASET Row-zone concentration (diagnostic control): 28.07% Blocker-prone seat share (topology component): 59.36% Aisle-assignment balance: 94.15% OUTCOME ------- Status: SUCCESS Completed ticks: 1276 Passengers seated: 342/342 Average waiting ticks: 566.26 Longest waiting passenger: P248->26A(LEFT) Longest waiting ticks: 1229 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 4 Largest detected cluster: 4 Selected release potential total: 5 Last cluster decision: LEFT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 48 Regions dissolved: 3 Repeated reconstructions avoided: 48 Largest region lifetime: 31 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=31 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3173 Maximum occupied tiles: 15 Seat events: 181 Single-blocker events: 46 Multiple-blocker events: 25 Temporary aisle reoccupations: 103 RIGHT AISLE ----------- Total moves: 2795 Maximum occupied tiles: 13 Seat events: 161 Single-blocker events: 49 Multiple-blocker events: 23 Temporary aisle reoccupations: 98 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 161 Reservations granted: 161 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7578 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9483 Total stationary ticks: 200246 Seat-event requests: 371 Failed seat-event starts: 29 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 924 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 29 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 924 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 369\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 9\nOccupied-space rejections: 37\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 26 | standardDataset=342/342 (100.00%) | windowDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=2 | clusterStarts=4 | convertedToSuccess=false | windowWorse=false | standardFamily=COMPLETE_CABIN | windowFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 16 DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE ============================================================ Date/Time: 2026-07-16 18:19:31 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 27 Scenario seed: 7038436515696686281 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 75.46% Aisle-assignment balance: 97.22% OUTCOME ------- Status: SUCCESS Completed ticks: 784 Passengers seated: 216/216 Average waiting ticks: 348.83 Longest waiting passenger: P24->8D(LEFT) Longest waiting ticks: 747 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles11-13:occupied=3:anchor=P209:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 10 Regions dissolved: 1 Repeated reconstructions avoided: 10 Largest region lifetime: 11 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=11 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1681 Maximum occupied tiles: 14 Seat events: 111 Single-blocker events: 29 Multiple-blocker events: 17 Temporary aisle reoccupations: 67 RIGHT AISLE ----------- Total moves: 1464 Maximum occupied tiles: 11 Seat events: 105 Single-blocker events: 24 Multiple-blocker events: 8 Temporary aisle reoccupations: 42 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 123 Reservations granted: 120 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4157 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5218 Total stationary ticks: 78912 Seat-event requests: 228 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 475 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 475 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 230\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 16 DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE ============================================================ Date/Time: 2026-07-16 18:19:31 Experiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 27 Scenario seed: 7038436515696686281 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_ADMISSION_WINDOW_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 75.46% Aisle-assignment balance: 97.22% OUTCOME ------- Status: SUCCESS Completed ticks: 784 Passengers seated: 216/216 Average waiting ticks: 348.83 Longest waiting passenger: P24->8D(LEFT) Longest waiting ticks: 747 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles11-13:occupied=3:anchor=P209:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 10 Regions dissolved: 1 Repeated reconstructions avoided: 10 Largest region lifetime: 11 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=11 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1681 Maximum occupied tiles: 14 Seat events: 111 Single-blocker events: 29 Multiple-blocker events: 17 Temporary aisle reoccupations: 67 RIGHT AISLE ----------- Total moves: 1464 Maximum occupied tiles: 11 Seat events: 105 Single-blocker events: 24 Multiple-blocker events: 8 Temporary aisle reoccupations: 42 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 123 Reservations granted: 120 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4157 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5218 Total stationary ticks: 78912 Seat-event requests: 228 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 475 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 475 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 230\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 27 | standardDataset=216/216 (100.00%) | windowDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | windowWorse=false | standardFamily=COMPLETE_CABIN | windowFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 16 DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE ============================================================ Date/Time: 2026-07-16 18:19:31 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 28 Scenario seed: 3504961108606988885 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.66% Blocker-prone seat share (topology component): 66.06% Aisle-assignment balance: 96.35% OUTCOME ------- Status: SUCCESS Completed ticks: 1007 Passengers seated: 274/274 Average waiting ticks: 452.16 Longest waiting passenger: P162->5H(RIGHT) Longest waiting ticks: 957 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles22-24:occupied=3:anchor=P175:selected=P83:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 15 Regions dissolved: 1 Repeated reconstructions avoided: 15 Largest region lifetime: 16 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=16 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2061 Maximum occupied tiles: 13 Seat events: 132 Single-blocker events: 31 Multiple-blocker events: 15 Temporary aisle reoccupations: 61 RIGHT AISLE ----------- Total moves: 2167 Maximum occupied tiles: 14 Seat events: 142 Single-blocker events: 39 Multiple-blocker events: 13 Temporary aisle reoccupations: 65 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 94 Reservations granted: 93 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5286 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6678 Total stationary ticks: 128384 Seat-event requests: 287 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 693 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 693 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 287\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 16 DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE ============================================================ Date/Time: 2026-07-16 18:19:31 Experiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 28 Scenario seed: 3504961108606988885 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_ADMISSION_WINDOW_DATASET Row-zone concentration (diagnostic control): 30.66% Blocker-prone seat share (topology component): 66.06% Aisle-assignment balance: 96.35% OUTCOME ------- Status: SUCCESS Completed ticks: 1007 Passengers seated: 274/274 Average waiting ticks: 452.16 Longest waiting passenger: P162->5H(RIGHT) Longest waiting ticks: 957 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles22-24:occupied=3:anchor=P175:selected=P83:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 15 Regions dissolved: 1 Repeated reconstructions avoided: 15 Largest region lifetime: 16 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=16 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2061 Maximum occupied tiles: 13 Seat events: 132 Single-blocker events: 31 Multiple-blocker events: 15 Temporary aisle reoccupations: 61 RIGHT AISLE ----------- Total moves: 2167 Maximum occupied tiles: 14 Seat events: 142 Single-blocker events: 39 Multiple-blocker events: 13 Temporary aisle reoccupations: 65 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 94 Reservations granted: 93 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5286 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6678 Total stationary ticks: 128384 Seat-event requests: 287 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 693 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 693 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 287\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 28 | standardDataset=274/274 (100.00%) | windowDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | windowWorse=false | standardFamily=COMPLETE_CABIN | windowFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 16 DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE ============================================================ Date/Time: 2026-07-16 18:19:31 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 29 Scenario seed: 8058727884467314553 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.39% Blocker-prone seat share (topology component): 67.52% Aisle-assignment balance: 95.62% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2418 Passengers seated: 258/274 Average waiting ticks: 468.27 Longest waiting passenger: P89->18D(RIGHT) Longest waiting ticks: 2380 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 24 Cluster candidates evaluated: 47 Executable cluster candidates: 10 Rejected cluster candidates: 37 Cluster selections: 6 Cluster-selected events started: 6 Largest detected cluster: 16 Selected release potential total: 26 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1839 Regions dissolved: 2 Repeated reconstructions avoided: 1839 Largest region lifetime: 1771 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1771:occupied=16 Confirmation deferral ticks: 5 Regions reaching confirmation: 3 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1566 State changes reopening evaluation: 21 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2020 Maximum occupied tiles: 14 Seat events: 131 Single-blocker events: 43 Multiple-blocker events: 8 Temporary aisle reoccupations: 59 RIGHT AISLE ----------- Total moves: 2227 Maximum occupied tiles: 22 Seat events: 127 Single-blocker events: 40 Multiple-blocker events: 10 Temporary aisle reoccupations: 60 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1630 Reservations granted: 1627 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 12 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 19602 Longest unresolved passenger ID: 90 Longest unresolved row: 32 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 9 Longest dependency chain: P137(25E/RIGHT) -> P94(27G/RIGHT) -> P190(24F/RIGHT) -> P24(25I/RIGHT) -> P88(28D/RIGHT) -> P102(27F/RIGHT) -> P87(31H/RIGHT) -> P184(31D/RIGHT) -> P20(28I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 137 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 12 Total blocked ticks: 32482 Total stationary ticks: 151925 Seat-event requests: 1882 Failed seat-event starts: 1624 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 20 Critical blocker identity: P20->28I(RIGHT) Direct fan-out: 1 Total indirect descendants: 8 Critical tree size including blocker: 9 Critical tree depth: 9 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 16 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 7 Critical blocker tree: P20(28I/RIGHT/WAITING_FOR_SEAT_EVENT) P184(31D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P87(31H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P102(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P88(28D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P24(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P190(24F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P94(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P137(25E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1605 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 29|30 Critical blocker unavailable yield tiles: 29|30 Critical blocker yield-tile occupants: 13|153 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 3 Yield-tile occupied failures: 1605 Rear-boundary failures: 19 Middle-bank reservation failures: 3 Active-event deferrals: 1075 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 2 Trace length: 2 Yield-occupant trace: yieldOccupant[13]: P13(31G/RIGHT/MOVING_IN_AISLE@tile29) -> P153(30E/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[153]: P153(30E/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P153->30E(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P13{seat=31G,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=29,directBlocker=153,lastMoveTick=698,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P153{seat=30E,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=648,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 29|30 Current unavailable yield tiles: 29|30 Current yield-tile occupants: 13|153 Final row-event chain: 20|13|153 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 4 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1880\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 7\nOccupied-space rejections: 3201\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 16 DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE ============================================================ Date/Time: 2026-07-16 18:19:31 Experiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 29 Scenario seed: 8058727884467314553 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_ADMISSION_WINDOW_DATASET Row-zone concentration (diagnostic control): 31.39% Blocker-prone seat share (topology component): 67.52% Aisle-assignment balance: 95.62% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2418 Passengers seated: 258/274 Average waiting ticks: 468.27 Longest waiting passenger: P89->18D(RIGHT) Longest waiting ticks: 2380 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 24 Cluster candidates evaluated: 47 Executable cluster candidates: 10 Rejected cluster candidates: 37 Cluster selections: 6 Cluster-selected events started: 6 Largest detected cluster: 16 Selected release potential total: 26 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1839 Regions dissolved: 2 Repeated reconstructions avoided: 1839 Largest region lifetime: 1771 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1771:occupied=16 Confirmation deferral ticks: 5 Regions reaching confirmation: 3 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1566 State changes reopening evaluation: 21 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2020 Maximum occupied tiles: 14 Seat events: 131 Single-blocker events: 43 Multiple-blocker events: 8 Temporary aisle reoccupations: 59 RIGHT AISLE ----------- Total moves: 2227 Maximum occupied tiles: 22 Seat events: 127 Single-blocker events: 40 Multiple-blocker events: 10 Temporary aisle reoccupations: 60 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1630 Reservations granted: 1627 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 12 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 19602 Longest unresolved passenger ID: 90 Longest unresolved row: 32 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 9 Longest dependency chain: P137(25E/RIGHT) -> P94(27G/RIGHT) -> P190(24F/RIGHT) -> P24(25I/RIGHT) -> P88(28D/RIGHT) -> P102(27F/RIGHT) -> P87(31H/RIGHT) -> P184(31D/RIGHT) -> P20(28I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 137 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 12 Total blocked ticks: 32482 Total stationary ticks: 151925 Seat-event requests: 1882 Failed seat-event starts: 1624 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 20 Critical blocker identity: P20->28I(RIGHT) Direct fan-out: 1 Total indirect descendants: 8 Critical tree size including blocker: 9 Critical tree depth: 9 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 16 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 7 Critical blocker tree: P20(28I/RIGHT/WAITING_FOR_SEAT_EVENT) P184(31D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P87(31H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P102(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P88(28D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P24(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P190(24F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P94(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P137(25E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1605 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 29|30 Critical blocker unavailable yield tiles: 29|30 Critical blocker yield-tile occupants: 13|153 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 3 Yield-tile occupied failures: 1605 Rear-boundary failures: 19 Middle-bank reservation failures: 3 Active-event deferrals: 1075 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 2 Trace length: 2 Yield-occupant trace: yieldOccupant[13]: P13(31G/RIGHT/MOVING_IN_AISLE@tile29) -> P153(30E/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[153]: P153(30E/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P153->30E(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P13{seat=31G,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=29,directBlocker=153,lastMoveTick=698,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P153{seat=30E,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=648,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 29|30 Current unavailable yield tiles: 29|30 Current yield-tile occupants: 13|153 Final row-event chain: 20|13|153 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 4 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1880\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 7\nOccupied-space rejections: 3201\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 29 | standardDataset=258/274 (94.16%) | windowDataset=258/274 (94.16%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=6 | clusterStarts=6 | convertedToSuccess=false | windowWorse=false | standardFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL | windowFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 16 DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE ============================================================ Date/Time: 2026-07-16 18:19:31 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 30 Scenario seed: 4796178364709272712 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 288 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.78% Blocker-prone seat share (topology component): 60.07% Aisle-assignment balance: 97.22% OUTCOME ------- Status: SUCCESS Completed ticks: 1073 Passengers seated: 288/288 Average waiting ticks: 486.26 Longest waiting passenger: P242->22A(LEFT) Longest waiting ticks: 1020 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles24-27:occupied=3:anchor=P272:selected=P258:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 13 Regions dissolved: 1 Repeated reconstructions avoided: 13 Largest region lifetime: 14 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=14 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2587 Maximum occupied tiles: 13 Seat events: 148 Single-blocker events: 40 Multiple-blocker events: 17 Temporary aisle reoccupations: 77 RIGHT AISLE ----------- Total moves: 2427 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 36 Multiple-blocker events: 18 Temporary aisle reoccupations: 73 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 124 Reservations granted: 120 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6089 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7510 Total stationary ticks: 145204 Seat-event requests: 303 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 751 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 751 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 306\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 16 DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE ============================================================ Date/Time: 2026-07-16 18:19:31 Experiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 30 Scenario seed: 4796178364709272712 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 288 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_ADMISSION_WINDOW_DATASET Row-zone concentration (diagnostic control): 27.78% Blocker-prone seat share (topology component): 60.07% Aisle-assignment balance: 97.22% OUTCOME ------- Status: SUCCESS Completed ticks: 1073 Passengers seated: 288/288 Average waiting ticks: 486.26 Longest waiting passenger: P242->22A(LEFT) Longest waiting ticks: 1020 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles24-27:occupied=3:anchor=P272:selected=P258:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 13 Regions dissolved: 1 Repeated reconstructions avoided: 13 Largest region lifetime: 14 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=14 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2587 Maximum occupied tiles: 13 Seat events: 148 Single-blocker events: 40 Multiple-blocker events: 17 Temporary aisle reoccupations: 77 RIGHT AISLE ----------- Total moves: 2427 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 36 Multiple-blocker events: 18 Temporary aisle reoccupations: 73 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 124 Reservations granted: 120 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6089 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7510 Total stationary ticks: 145204 Seat-event requests: 303 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 751 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 751 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 306\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 30 | standardDataset=288/288 (100.00%) | windowDataset=288/288 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=2 | convertedToSuccess=false | windowWorse=false | standardFamily=COMPLETE_CABIN | windowFamily=COMPLETE_CABIN ************************************************************ BATCH EXPERIMENT SUMMARY RESEARCH EXPERIMENT 16 DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE ************************************************************ Experiment seed: 1783790101901 Scenarios executed: 60 Successful completions: 54 Incomplete/MAX_TICKS: 6 Average completed ticks: 1080.37 Average waiting ticks: 422.75 ************************************************************ ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 17 DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS ============================================================ Date/Time: 2026-07-16 18:53:38 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 1 Scenario seed: 7216130499227313205 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.39% Blocker-prone seat share (topology component): 66.79% Aisle-assignment balance: 98.54% OUTCOME ------- Status: SUCCESS Completed ticks: 990 Passengers seated: 274/274 Average waiting ticks: 450.42 Longest waiting passenger: P233->32A(LEFT) Longest waiting ticks: 921 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2125 Maximum occupied tiles: 12 Seat events: 139 Single-blocker events: 45 Multiple-blocker events: 13 Temporary aisle reoccupations: 71 RIGHT AISLE ----------- Total moves: 2075 Maximum occupied tiles: 11 Seat events: 135 Single-blocker events: 41 Multiple-blocker events: 8 Temporary aisle reoccupations: 57 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 98 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5198 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6411 Total stationary ticks: 127724 Seat-event requests: 284 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 632 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 632 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 289\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 17 DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS ============================================================ Date/Time: 2026-07-16 18:53:38 Experiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 1 Scenario seed: 7216130499227313205 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET Row-zone concentration (diagnostic control): 31.39% Blocker-prone seat share (topology component): 66.79% Aisle-assignment balance: 98.54% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2442 Passengers seated: 269/274 Average waiting ticks: 446.50 Longest waiting passenger: P104->32B(LEFT) Longest waiting ticks: 2355 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 5 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2127 Regions dissolved: 0 Repeated reconstructions avoided: 2127 Largest region lifetime: 2128 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2128:occupied=5 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1658 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2117 Maximum occupied tiles: 17 Seat events: 134 Single-blocker events: 43 Multiple-blocker events: 9 Temporary aisle reoccupations: 61 RIGHT AISLE ----------- Total moves: 2075 Maximum occupied tiles: 18 Seat events: 135 Single-blocker events: 42 Multiple-blocker events: 8 Temporary aisle reoccupations: 58 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 95 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 4 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 8917 Longest unresolved passenger ID: 201 Longest unresolved row: 32 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 5 Longest dependency chain: P233(32A/LEFT) -> P157(31F/LEFT) -> P112(31A/LEFT) -> P201(32F/LEFT) -> P104(32B/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 233 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 4 Total blocked ticks: 20206 Total stationary ticks: 138502 Seat-event requests: 1952 Failed seat-event starts: 1683 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 104 Critical blocker identity: P104->32B(LEFT) Direct fan-out: 1 Total indirect descendants: 4 Critical tree size including blocker: 5 Critical tree depth: 5 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P104(32B/LEFT/WAITING_FOR_SEAT_EVENT) P201(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P112(31A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P157(31F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P233(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1676 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 1 Critical blocker required yield tiles: 33 Critical blocker unavailable yield tiles: 33 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 1676 Middle-bank reservation failures: 1 Active-event deferrals: 877 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 1 Current required yield tiles: 33 Current unavailable yield tiles: 33 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1953\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 01 | standardDataset=274/274 (100.00%) | geographicDataset=269/274 (98.18%) | seatedDelta=-5 | completionDelta=-1.82% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | geographicWorse=true | standardFamily=COMPLETE_CABIN | geographicFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 17 DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS ============================================================ Date/Time: 2026-07-16 18:53:38 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 2 Scenario seed: -5145057424286824451 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.48% Blocker-prone seat share (topology component): 73.61% Aisle-assignment balance: 94.44% OUTCOME ------- Status: SUCCESS Completed ticks: 799 Passengers seated: 216/216 Average waiting ticks: 351.06 Longest waiting passenger: P90->5C(LEFT) Longest waiting ticks: 749 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 31 Regions dissolved: 2 Repeated reconstructions avoided: 31 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1607 Maximum occupied tiles: 12 Seat events: 114 Single-blocker events: 32 Multiple-blocker events: 9 Temporary aisle reoccupations: 52 RIGHT AISLE ----------- Total moves: 1517 Maximum occupied tiles: 11 Seat events: 102 Single-blocker events: 19 Multiple-blocker events: 9 Temporary aisle reoccupations: 38 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 125 Reservations granted: 121 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3653 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4671 Total stationary ticks: 78797 Seat-event requests: 225 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 557 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 557 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 229\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 17 DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS ============================================================ Date/Time: 2026-07-16 18:53:38 Experiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 2 Scenario seed: -5145057424286824451 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET Row-zone concentration (diagnostic control): 31.48% Blocker-prone seat share (topology component): 73.61% Aisle-assignment balance: 94.44% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2286 Passengers seated: 214/216 Average waiting ticks: 350.73 Longest waiting passenger: P163->29C(RIGHT) Longest waiting ticks: 2185 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 7 Selected release potential total: 10 Last cluster decision: LEFT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 73 Regions dissolved: 3 Repeated reconstructions avoided: 73 Largest region lifetime: 37 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=13 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1607 Maximum occupied tiles: 15 Seat events: 114 Single-blocker events: 33 Multiple-blocker events: 8 Temporary aisle reoccupations: 52 RIGHT AISLE ----------- Total moves: 1515 Maximum occupied tiles: 16 Seat events: 100 Single-blocker events: 20 Multiple-blocker events: 7 Temporary aisle reoccupations: 34 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1814 Reservations granted: 1807 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6488 Longest unresolved passenger ID: 133 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P133(30H/RIGHT) -> P163(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 133 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 11476 Total stationary ticks: 83613 Seat-event requests: 1917 Failed seat-event starts: 1703 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 163 Critical blocker identity: P163->29C(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P163(29C/RIGHT/WAITING_FOR_SEAT_EVENT) P133(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1691 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 3 Critical blocker required yield tiles: 30|31|32 Critical blocker unavailable yield tiles: 31|32 Critical blocker yield-tile occupants: -1|-1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 12 Rear-boundary failures: 1691 Middle-bank reservation failures: 7 Active-event deferrals: 740 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 30|31|32 Current unavailable yield tiles: 31|32 Current yield-tile occupants: -1|-1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1923\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 02 | standardDataset=216/216 (100.00%) | geographicDataset=214/216 (99.07%) | seatedDelta=-2 | completionDelta=-0.93% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | geographicWorse=true | standardFamily=COMPLETE_CABIN | geographicFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 17 DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS ============================================================ Date/Time: 2026-07-16 18:53:38 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 3 Scenario seed: 3757159740356003327 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.65% Blocker-prone seat share (topology component): 60.53% Aisle-assignment balance: 98.83% OUTCOME ------- Status: SUCCESS Completed ticks: 1266 Passengers seated: 342/342 Average waiting ticks: 588.90 Longest waiting passenger: P156->23B(LEFT) Longest waiting ticks: 1212 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3072 Maximum occupied tiles: 14 Seat events: 173 Single-blocker events: 56 Multiple-blocker events: 25 Temporary aisle reoccupations: 111 RIGHT AISLE ----------- Total moves: 2968 Maximum occupied tiles: 12 Seat events: 169 Single-blocker events: 49 Multiple-blocker events: 22 Temporary aisle reoccupations: 96 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 147 Reservations granted: 143 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6815 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8177 Total stationary ticks: 206919 Seat-event requests: 351 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 758 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 758 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 355\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 7\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 17 DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS ============================================================ Date/Time: 2026-07-16 18:53:38 Experiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 3 Scenario seed: 3757159740356003327 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET Row-zone concentration (diagnostic control): 28.65% Blocker-prone seat share (topology component): 60.53% Aisle-assignment balance: 98.83% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2698 Passengers seated: 195/342 Average waiting ticks: 1228.75 Longest waiting passenger: P8->20B(LEFT) Longest waiting ticks: 2698 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 48 Cluster candidates evaluated: 179 Executable cluster candidates: 0 Rejected cluster candidates: 179 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 35 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2500 Regions dissolved: 0 Repeated reconstructions avoided: 2500 Largest region lifetime: 2501 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2501:occupied=35 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 2428 State changes reopening evaluation: 47 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1367 Maximum occupied tiles: 35 Seat events: 26 Single-blocker events: 6 Multiple-blocker events: 0 Temporary aisle reoccupations: 6 RIGHT AISLE ----------- Total moves: 2968 Maximum occupied tiles: 18 Seat events: 169 Single-blocker events: 47 Multiple-blocker events: 16 Temporary aisle reoccupations: 79 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 2540 Reservations granted: 2540 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 112 Remaining moving in aisle: 30 Remaining waiting at row: 5 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 73569 Longest unresolved passenger ID: 8 Longest unresolved row: 20 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 27 Longest dependency chain: P29(18D/LEFT) -> P94(19C/LEFT) -> P77(23E/LEFT) -> P258(23F/LEFT) -> P141(17E/LEFT) -> P298(20E/LEFT) -> P37(17A/LEFT) -> P186(23C/LEFT) -> P83(34G/LEFT) -> P13(34B/LEFT) -> P333(31G/LEFT) -> P267(34E/LEFT) -> P123(34A/LEFT) -> P212(27A/LEFT) -> P5(35C/LEFT) -> P118(26C/LEFT) -> P256(36A/LEFT) -> P84(28C/LEFT) -> P43(32A/LEFT) -> P292(26A/LEFT) -> P283(33B/LEFT) -> P1(36C/LEFT) -> P109(30A/LEFT) -> P242(30G/LEFT) -> P111(27B/LEFT) -> P89(29C/LEFT) -> P220(27E/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 29 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 30 Total blocked ticks: 93764 Total stationary ticks: 500255 Seat-event requests: 2681 Failed seat-event starts: 2486 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 220 Critical blocker identity: P220->27E(LEFT) Direct fan-out: 1 Total indirect descendants: 26 Critical tree size including blocker: 27 Critical tree depth: 27 Frozen internal components: 5 Terminal WAITING_FOR_SEAT_EVENT nodes: 5 Unresolved internal passengers: 35 Unresolved outside passengers: 112 Unresolved internal passengers outside critical tree: 8 Critical blocker tree: P220(27E/LEFT/WAITING_FOR_SEAT_EVENT) P89(29C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P111(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P242(30G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P109(30A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P1(36C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P283(33B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P292(26A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P43(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P84(28C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P256(36A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P118(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P5(35C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P212(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P123(34A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P267(34E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P333(31G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P13(34B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P83(34G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P186(23C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P37(17A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P298(20E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P141(17E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P258(23F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P77(23E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P94(19C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P29(18D/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 2486 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 28 Critical blocker unavailable yield tiles: 28 Critical blocker yield-tile occupants: 142 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 3 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 2486 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 371 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 4 Yield-occupant trace: yieldOccupant[142]: P142(32C/LEFT/MOVING_IN_AISLE@tile28) -> P32(33D/LEFT/MOVING_IN_AISLE@tile29) -> P249(32B/LEFT/MOVING_IN_AISLE@tile30) -> P2(31A/LEFT/WAITING_AT_ROW@tile31) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P2->31A(LEFT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P142{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=28,directBlocker=32,lastMoveTick=232,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 28 Current unavailable yield tiles: 28 Current yield-tile occupants: 142 Final row-event chain: 220|142|32|249|2 Final row-event chain length: 5 Distinct row events in chain: 5 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 5 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2681\nPrecedence substitutions made: 2\nDependency chains followed: 21\nBlocked by waiting-row occupant: 21\nSubstituted events started: 2\nOccupied-space rejections: 5101\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 03 | standardDataset=342/342 (100.00%) | geographicDataset=195/342 (57.02%) | seatedDelta=-147 | completionDelta=-42.98% | outsideDelta=+112 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | geographicWorse=true | standardFamily=COMPLETE_CABIN | geographicFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 17 DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS ============================================================ Date/Time: 2026-07-16 18:53:39 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 4 Scenario seed: 4505242574357131631 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 75.49% Aisle-assignment balance: 91.18% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2255 Passengers seated: 200/204 Average waiting ticks: 339.50 Longest waiting passenger: P88->29C(RIGHT) Longest waiting ticks: 2194 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 4 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1498 Regions dissolved: 0 Repeated reconstructions avoided: 1498 Largest region lifetime: 1499 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1499:occupied=4 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1496 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1348 Maximum occupied tiles: 11 Seat events: 93 Single-blocker events: 18 Multiple-blocker events: 4 Temporary aisle reoccupations: 26 RIGHT AISLE ----------- Total moves: 1644 Maximum occupied tiles: 13 Seat events: 107 Single-blocker events: 25 Multiple-blocker events: 11 Temporary aisle reoccupations: 49 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1613 Reservations granted: 1609 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 4973 Longest unresolved passenger ID: 201 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P147(28E/RIGHT) -> P139(29G/RIGHT) -> P201(30D/RIGHT) -> P88(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 147 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 11024 Total stationary ticks: 77119 Seat-event requests: 1709 Failed seat-event starts: 1509 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 88 Critical blocker identity: P88->29C(RIGHT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 4 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P88(29C/RIGHT/WAITING_FOR_SEAT_EVENT) P201(30D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P139(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P147(28E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1505 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 4 Rear-boundary failures: 1505 Middle-bank reservation failures: 4 Active-event deferrals: 595 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1714\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 17 DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS ============================================================ Date/Time: 2026-07-16 18:53:39 Experiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 4 Scenario seed: 4505242574357131631 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 75.49% Aisle-assignment balance: 91.18% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2250 Passengers seated: 198/204 Average waiting ticks: 335.68 Longest waiting passenger: P88->29C(RIGHT) Longest waiting ticks: 2161 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 2 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 2004 Regions dissolved: 1 Repeated reconstructions avoided: 2004 Largest region lifetime: 1997 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1997:occupied=4 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1617 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1347 Maximum occupied tiles: 15 Seat events: 91 Single-blocker events: 18 Multiple-blocker events: 4 Temporary aisle reoccupations: 26 RIGHT AISLE ----------- Total moves: 1644 Maximum occupied tiles: 16 Seat events: 107 Single-blocker events: 24 Multiple-blocker events: 11 Temporary aisle reoccupations: 48 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1732 Reservations granted: 1727 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 4 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 8386 Longest unresolved passenger ID: 167 Longest unresolved row: 30 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P147(28E/RIGHT) -> P139(29G/RIGHT) -> P201(30D/RIGHT) -> P88(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 147 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 4 Total blocked ticks: 19077 Total stationary ticks: 81978 Seat-event requests: 3548 Failed seat-event starts: 3350 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 88 Critical blocker identity: P88->29C(RIGHT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 6 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P88(29C/RIGHT/WAITING_FOR_SEAT_EVENT) P201(30D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P139(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P147(28E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 3345 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 5 Rear-boundary failures: 3345 Middle-bank reservation failures: 5 Active-event deferrals: 1044 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3552\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 04 | standardDataset=200/204 (98.04%) | geographicDataset=198/204 (97.06%) | seatedDelta=-2 | completionDelta=-0.98% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | geographicWorse=true | standardFamily=REAR_BOUNDARY_LOCK | geographicFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 17 DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS ============================================================ Date/Time: 2026-07-16 18:53:39 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 5 Scenario seed: -6826745434564669881 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 96.17% OUTCOME ------- Status: SUCCESS Completed ticks: 870 Passengers seated: 235/235 Average waiting ticks: 386.29 Longest waiting passenger: P138->20E(RIGHT) Longest waiting ticks: 843 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 22 Regions dissolved: 2 Repeated reconstructions avoided: 22 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1722 Maximum occupied tiles: 12 Seat events: 113 Single-blocker events: 30 Multiple-blocker events: 8 Temporary aisle reoccupations: 48 RIGHT AISLE ----------- Total moves: 1667 Maximum occupied tiles: 10 Seat events: 122 Single-blocker events: 34 Multiple-blocker events: 13 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 127 Reservations granted: 127 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4517 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5593 Total stationary ticks: 94540 Seat-event requests: 245 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 566 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 566 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 17 DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS ============================================================ Date/Time: 2026-07-16 18:53:39 Experiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 5 Scenario seed: -6826745434564669881 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 96.17% OUTCOME ------- Status: SUCCESS Completed ticks: 847 Passengers seated: 235/235 Average waiting ticks: 380.91 Longest waiting passenger: P140->3D(RIGHT) Longest waiting ticks: 832 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 18 Regions dissolved: 1 Repeated reconstructions avoided: 18 Largest region lifetime: 19 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=19 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1722 Maximum occupied tiles: 16 Seat events: 113 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 52 RIGHT AISLE ----------- Total moves: 1667 Maximum occupied tiles: 17 Seat events: 122 Single-blocker events: 33 Multiple-blocker events: 12 Temporary aisle reoccupations: 60 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 125 Reservations granted: 123 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7219 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8067 Total stationary ticks: 95871 Seat-event requests: 241 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 470 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 470 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 243\nPrecedence substitutions made: 4\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 05 | standardDataset=235/235 (100.00%) | geographicDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | geographicWorse=false | standardFamily=COMPLETE_CABIN | geographicFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 17 DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS ============================================================ Date/Time: 2026-07-16 18:53:39 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 6 Scenario seed: 2513822240434754174 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.82% Blocker-prone seat share (topology component): 77.94% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 731 Passengers seated: 204/204 Average waiting ticks: 331.67 Longest waiting passenger: P8->20F(RIGHT) Longest waiting ticks: 685 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1499 Maximum occupied tiles: 14 Seat events: 102 Single-blocker events: 24 Multiple-blocker events: 8 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1479 Maximum occupied tiles: 12 Seat events: 102 Single-blocker events: 30 Multiple-blocker events: 6 Temporary aisle reoccupations: 44 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 103 Reservations granted: 103 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3601 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4643 Total stationary ticks: 70621 Seat-event requests: 210 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 585 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 585 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 210\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 17 DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS ============================================================ Date/Time: 2026-07-16 18:53:39 Experiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 6 Scenario seed: 2513822240434754174 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET Row-zone concentration (diagnostic control): 33.82% Blocker-prone seat share (topology component): 77.94% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 715 Passengers seated: 204/204 Average waiting ticks: 326.34 Longest waiting passenger: P122->4G(RIGHT) Longest waiting ticks: 695 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 3 Executable cluster candidates: 3 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 6 Selected release potential total: 9 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 55 Regions dissolved: 2 Repeated reconstructions avoided: 55 Largest region lifetime: 44 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1499 Maximum occupied tiles: 16 Seat events: 102 Single-blocker events: 23 Multiple-blocker events: 9 Temporary aisle reoccupations: 44 RIGHT AISLE ----------- Total moves: 1479 Maximum occupied tiles: 15 Seat events: 102 Single-blocker events: 31 Multiple-blocker events: 5 Temporary aisle reoccupations: 42 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 111 Reservations granted: 101 Reservations denied/waited: 10 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6202 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7258 Total stationary ticks: 72237 Seat-event requests: 212 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 504 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 10 Active-event deferrals: 504 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 220\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 5\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 06 | standardDataset=204/204 (100.00%) | geographicDataset=204/204 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=2 | clusterStarts=3 | convertedToSuccess=false | geographicWorse=false | standardFamily=COMPLETE_CABIN | geographicFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 17 DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS ============================================================ Date/Time: 2026-07-16 18:53:39 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 7 Scenario seed: -4676738862831661214 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.80% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 98.15% OUTCOME ------- Status: SUCCESS Completed ticks: 772 Passengers seated: 216/216 Average waiting ticks: 349.32 Longest waiting passenger: P213->4C(LEFT) Longest waiting ticks: 721 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 24 Regions dissolved: 2 Repeated reconstructions avoided: 24 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1563 Maximum occupied tiles: 12 Seat events: 110 Single-blocker events: 21 Multiple-blocker events: 10 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1500 Maximum occupied tiles: 12 Seat events: 106 Single-blocker events: 24 Multiple-blocker events: 10 Temporary aisle reoccupations: 48 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 119 Reservations granted: 119 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3938 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5006 Total stationary ticks: 78770 Seat-event requests: 227 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 538 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 538 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 227\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 17 DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS ============================================================ Date/Time: 2026-07-16 18:53:39 Experiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 7 Scenario seed: -4676738862831661214 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET Row-zone concentration (diagnostic control): 33.80% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 98.15% OUTCOME ------- Status: SUCCESS Completed ticks: 757 Passengers seated: 216/216 Average waiting ticks: 344.29 Longest waiting passenger: P213->4C(LEFT) Longest waiting ticks: 742 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1563 Maximum occupied tiles: 16 Seat events: 110 Single-blocker events: 21 Multiple-blocker events: 12 Temporary aisle reoccupations: 47 RIGHT AISLE ----------- Total moves: 1500 Maximum occupied tiles: 16 Seat events: 106 Single-blocker events: 25 Multiple-blocker events: 8 Temporary aisle reoccupations: 44 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 120 Reservations granted: 118 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6503 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7441 Total stationary ticks: 80206 Seat-event requests: 226 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 467 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 467 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 228\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 07 | standardDataset=216/216 (100.00%) | geographicDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | geographicWorse=false | standardFamily=COMPLETE_CABIN | geographicFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 17 DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS ============================================================ Date/Time: 2026-07-16 18:53:39 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 8 Scenario seed: 2451708163553084058 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.05% Blocker-prone seat share (topology component): 64.86% Aisle-assignment balance: 95.75% OUTCOME ------- Status: SUCCESS Completed ticks: 943 Passengers seated: 259/259 Average waiting ticks: 421.84 Longest waiting passenger: P256->9F(LEFT) Longest waiting ticks: 901 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles10-13:occupied=3:anchor=P12:selected=P71:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2017 Maximum occupied tiles: 12 Seat events: 135 Single-blocker events: 41 Multiple-blocker events: 16 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 1933 Maximum occupied tiles: 14 Seat events: 124 Single-blocker events: 35 Multiple-blocker events: 9 Temporary aisle reoccupations: 53 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 90 Reservations granted: 90 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5174 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6489 Total stationary ticks: 113674 Seat-event requests: 273 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 652 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 652 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 272\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 17 DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS ============================================================ Date/Time: 2026-07-16 18:53:39 Experiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 8 Scenario seed: 2451708163553084058 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET Row-zone concentration (diagnostic control): 32.05% Blocker-prone seat share (topology component): 64.86% Aisle-assignment balance: 95.75% OUTCOME ------- Status: SUCCESS Completed ticks: 936 Passengers seated: 259/259 Average waiting ticks: 417.92 Longest waiting passenger: P256->9F(LEFT) Longest waiting ticks: 915 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2017 Maximum occupied tiles: 17 Seat events: 135 Single-blocker events: 41 Multiple-blocker events: 16 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 1933 Maximum occupied tiles: 17 Seat events: 124 Single-blocker events: 35 Multiple-blocker events: 9 Temporary aisle reoccupations: 53 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 90 Reservations granted: 89 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8388 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9463 Total stationary ticks: 115710 Seat-event requests: 265 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 613 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 613 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 266\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 08 | standardDataset=259/259 (100.00%) | geographicDataset=259/259 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | geographicWorse=false | standardFamily=COMPLETE_CABIN | geographicFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 17 DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS ============================================================ Date/Time: 2026-07-16 18:53:39 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 9 Scenario seed: 7260830704529197968 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 35.42% Blocker-prone seat share (topology component): 75.52% Aisle-assignment balance: 89.58% OUTCOME ------- Status: SUCCESS Completed ticks: 754 Passengers seated: 192/192 Average waiting ticks: 315.99 Longest waiting passenger: P145->3H(RIGHT) Longest waiting ticks: 702 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P60:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 10 Regions dissolved: 1 Repeated reconstructions avoided: 10 Largest region lifetime: 11 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=11 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1277 Maximum occupied tiles: 12 Seat events: 86 Single-blocker events: 13 Multiple-blocker events: 6 Temporary aisle reoccupations: 26 RIGHT AISLE ----------- Total moves: 1496 Maximum occupied tiles: 11 Seat events: 106 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 105 Reservations granted: 102 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3411 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4220 Total stationary ticks: 63467 Seat-event requests: 203 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 413 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 413 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 205\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 17 DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS ============================================================ Date/Time: 2026-07-16 18:53:39 Experiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 9 Scenario seed: 7260830704529197968 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET Row-zone concentration (diagnostic control): 35.42% Blocker-prone seat share (topology component): 75.52% Aisle-assignment balance: 89.58% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2100 Passengers seated: 153/192 Average waiting ticks: 516.46 Longest waiting passenger: P12->7D(RIGHT) Longest waiting ticks: 2100 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 15 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 12 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1666 Regions dissolved: 1 Repeated reconstructions avoided: 1666 Largest region lifetime: 1647 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1647:occupied=12 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1605 State changes reopening evaluation: 14 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1277 Maximum occupied tiles: 18 Seat events: 86 Single-blocker events: 16 Multiple-blocker events: 3 Temporary aisle reoccupations: 23 RIGHT AISLE ----------- Total moves: 1317 Maximum occupied tiles: 16 Seat events: 67 Single-blocker events: 15 Multiple-blocker events: 4 Temporary aisle reoccupations: 23 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1703 Reservations granted: 1700 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 25 Remaining moving in aisle: 12 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 19657 Longest unresolved passenger ID: 12 Longest unresolved row: 7 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 12 Longest dependency chain: P60(8H/RIGHT) -> P176(10H/RIGHT) -> P177(10C/RIGHT) -> P2(5G/RIGHT) -> P117(11F/RIGHT) -> P186(9E/RIGHT) -> P181(11D/RIGHT) -> P6(10E/RIGHT) -> P69(20H/RIGHT) -> P9(13H/RIGHT) -> P188(20G/RIGHT) -> P79(12C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 60 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 12 Total blocked ticks: 28720 Total stationary ticks: 123377 Seat-event requests: 1778 Failed seat-event starts: 1625 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 79 Critical blocker identity: P79->12C(RIGHT) Direct fan-out: 1 Total indirect descendants: 11 Critical tree size including blocker: 12 Critical tree depth: 12 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 14 Unresolved outside passengers: 25 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P79(12C/RIGHT/WAITING_FOR_SEAT_EVENT) P188(20G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P9(13H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P69(20H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P6(10E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P181(11D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P186(9E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P117(11F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P2(5G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P177(10C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P176(10H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P60(8H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1625 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 13|14|15 Critical blocker unavailable yield tiles: 15 Critical blocker yield-tile occupants: 24 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1625 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 461 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[24]: P24(21H/RIGHT/MOVING_IN_AISLE@tile15) -> P169(16D/RIGHT/WAITING_AT_ROW@tile16) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P169->16D(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P24{seat=21H,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=15,directBlocker=169,lastMoveTick=443,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 13|14|15 Current unavailable yield tiles: 15 Current yield-tile occupants: 24 Final row-event chain: 79|24|169 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1781\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 1627\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 09 | standardDataset=192/192 (100.00%) | geographicDataset=153/192 (79.69%) | seatedDelta=-39 | completionDelta=-20.31% | outsideDelta=+25 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | geographicWorse=true | standardFamily=COMPLETE_CABIN | geographicFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 17 DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS ============================================================ Date/Time: 2026-07-16 18:53:39 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 10 Scenario seed: -447105676847956095 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.36% Blocker-prone seat share (topology component): 59.65% Aisle-assignment balance: 96.49% OUTCOME ------- Status: SUCCESS Completed ticks: 1251 Passengers seated: 342/342 Average waiting ticks: 564.00 Longest waiting passenger: P179->11J(RIGHT) Longest waiting ticks: 1169 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 5 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 6 Selected release potential total: 9 Last cluster decision: RIGHT:tiles10-14:occupied=4:anchor=P314:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 91 Regions dissolved: 4 Repeated reconstructions avoided: 91 Largest region lifetime: 46 Maximum simultaneous active regions: 2 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=46 Confirmation deferral ticks: 5 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 4 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2926 Maximum occupied tiles: 12 Seat events: 165 Single-blocker events: 39 Multiple-blocker events: 30 Temporary aisle reoccupations: 103 RIGHT AISLE ----------- Total moves: 3031 Maximum occupied tiles: 15 Seat events: 177 Single-blocker events: 40 Multiple-blocker events: 31 Temporary aisle reoccupations: 107 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 163 Reservations granted: 162 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7775 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9654 Total stationary ticks: 199662 Seat-event requests: 376 Failed seat-event starts: 34 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 889 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 34 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 889 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 10\nOccupied-space rejections: 41\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 17 DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS ============================================================ Date/Time: 2026-07-16 18:53:39 Experiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 10 Scenario seed: -447105676847956095 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET Row-zone concentration (diagnostic control): 28.36% Blocker-prone seat share (topology component): 59.65% Aisle-assignment balance: 96.49% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2372 Passengers seated: 163/342 Average waiting ticks: 1129.37 Longest waiting passenger: P3->17C(LEFT) Longest waiting ticks: 2372 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 35 Cluster candidates evaluated: 34 Executable cluster candidates: 0 Rejected cluster candidates: 34 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 34 Selected release potential total: 0 Last cluster decision: RIGHT:region=R4:result=LOWER_HIERARCHICAL_PRIORITY_DEFERRED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 3702 Regions dissolved: 2 Repeated reconstructions avoided: 3702 Largest region lifetime: 2088 Maximum simultaneous active regions: 2 Regions active at termination: 2 Last lifecycle event: UPDATE:R4:age=1601:occupied=14 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 2027 State changes reopening evaluation: 33 Region priority competitions: 1541 Regions ranked: 3082 Hierarchical selections: 1541 Lower-priority evaluations deferred: 1529 Highest selected priority score: 37510 Left/right priority wins: 1541/0 Priority ties: 0 Last priority decision: LEFT:R1:score=37510 | RIGHT:R4:score=15510 | selected=LEFT LEFT AISLE ---------- Total moves: 1713 Maximum occupied tiles: 34 Seat events: 41 Single-blocker events: 9 Multiple-blocker events: 3 Temporary aisle reoccupations: 15 RIGHT AISLE ----------- Total moves: 2729 Maximum occupied tiles: 20 Seat events: 122 Single-blocker events: 25 Multiple-blocker events: 11 Temporary aisle reoccupations: 48 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1605 Reservations granted: 1605 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 129 Remaining moving in aisle: 46 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 87388 Longest unresolved passenger ID: 3 Longest unresolved row: 17 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 33 Longest dependency chain: P1(24C/LEFT) -> P96(25C/LEFT) -> P143(15A/LEFT) -> P234(25A/LEFT) -> P141(23F/LEFT) -> P47(16C/LEFT) -> P235(22B/LEFT) -> P274(24B/LEFT) -> P257(19B/LEFT) -> P8(25D/LEFT) -> P108(14B/LEFT) -> P296(14C/LEFT) -> P287(19C/LEFT) -> P295(17A/LEFT) -> P269(21B/LEFT) -> P190(23D/LEFT) -> P50(19F/LEFT) -> P55(24A/LEFT) -> P63(23E/LEFT) -> P225(24F/LEFT) -> P198(36A/LEFT) -> P271(29A/LEFT) -> P233(26D/LEFT) -> P203(30E/LEFT) -> P322(35C/LEFT) -> P71(29B/LEFT) -> P319(34B/LEFT) -> P332(35D/LEFT) -> P25(30F/LEFT) -> P94(31F/LEFT) -> P162(35B/LEFT) -> P323(35G/LEFT) -> P79(33B/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 1 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 46 Total blocked ticks: 103892 Total stationary ticks: 481465 Seat-event requests: 3776 Failed seat-event starts: 3613 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 79 Critical blocker identity: P79->33B(LEFT) Direct fan-out: 1 Total indirect descendants: 32 Critical tree size including blocker: 33 Critical tree depth: 33 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 50 Unresolved outside passengers: 129 Unresolved internal passengers outside critical tree: 17 Critical blocker tree: P79(33B/LEFT/WAITING_FOR_SEAT_EVENT) P323(35G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P162(35B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P94(31F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P25(30F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P332(35D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P319(34B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P71(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P322(35C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P203(30E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P233(26D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P271(29A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P198(36A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P225(24F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P63(23E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P55(24A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P50(19F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P190(23D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P269(21B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P295(17A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P287(19C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P296(14C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P108(14B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P8(25D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P257(19B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P274(24B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P235(22B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P47(16C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P141(23F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P234(25A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P143(15A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P96(25C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P1(24C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 3612 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 34 Critical blocker unavailable yield tiles: 34 Critical blocker yield-tile occupants: 78 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 3612 Rear-boundary failures: 1 Middle-bank reservation failures: 0 Active-event deferrals: 564 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[78]: P78(34G/LEFT/WAITING_AT_ROW@tile34) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P78->34G(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P78{seat=34G,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=34,directBlocker=-1,lastMoveTick=237,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 34 Current unavailable yield tiles: 34 Current yield-tile occupants: 78 Final row-event chain: 79|78 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3776\nPrecedence substitutions made: 8\nDependency chains followed: 2083\nBlocked by waiting-row occupant: 2083\nSubstituted events started: 8\nOccupied-space rejections: 3629\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 10 | standardDataset=342/342 (100.00%) | geographicDataset=163/342 (47.66%) | seatedDelta=-179 | completionDelta=-52.34% | outsideDelta=+129 | clustersDetected=4 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | geographicWorse=true | standardFamily=COMPLETE_CABIN | geographicFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 17 DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS ============================================================ Date/Time: 2026-07-16 18:53:39 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 11 Scenario seed: 3638877016897499986 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 29.57% Blocker-prone seat share (topology component): 66.96% Aisle-assignment balance: 99.13% OUTCOME ------- Status: SUCCESS Completed ticks: 804 Passengers seated: 230/230 Average waiting ticks: 370.66 Longest waiting passenger: P111->9B(LEFT) Longest waiting ticks: 763 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1700 Maximum occupied tiles: 11 Seat events: 116 Single-blocker events: 28 Multiple-blocker events: 8 Temporary aisle reoccupations: 44 RIGHT AISLE ----------- Total moves: 1814 Maximum occupied tiles: 13 Seat events: 114 Single-blocker events: 38 Multiple-blocker events: 7 Temporary aisle reoccupations: 52 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 78 Reservations granted: 78 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4669 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5600 Total stationary ticks: 89203 Seat-event requests: 235 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 461 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 461 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 235\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 17 DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS ============================================================ Date/Time: 2026-07-16 18:53:39 Experiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 11 Scenario seed: 3638877016897499986 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET Row-zone concentration (diagnostic control): 29.57% Blocker-prone seat share (topology component): 66.96% Aisle-assignment balance: 99.13% OUTCOME ------- Status: SUCCESS Completed ticks: 804 Passengers seated: 230/230 Average waiting ticks: 367.20 Longest waiting passenger: P111->9B(LEFT) Longest waiting ticks: 788 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles27-29:occupied=3:anchor=P57:selected=P160:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1700 Maximum occupied tiles: 17 Seat events: 116 Single-blocker events: 28 Multiple-blocker events: 8 Temporary aisle reoccupations: 44 RIGHT AISLE ----------- Total moves: 1814 Maximum occupied tiles: 17 Seat events: 114 Single-blocker events: 38 Multiple-blocker events: 7 Temporary aisle reoccupations: 52 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 79 Reservations granted: 75 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7534 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8536 Total stationary ticks: 91278 Seat-event requests: 235 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 509 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 509 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 238\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 11 | standardDataset=230/230 (100.00%) | geographicDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | geographicWorse=false | standardFamily=COMPLETE_CABIN | geographicFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 17 DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS ============================================================ Date/Time: 2026-07-16 18:53:39 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 12 Scenario seed: -8976697486543855838 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 36.46% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 705 Passengers seated: 192/192 Average waiting ticks: 319.16 Longest waiting passenger: P84->11G(RIGHT) Longest waiting ticks: 676 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: LEFT:tiles9-11:occupied=3:anchor=P136:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 40 Regions dissolved: 2 Repeated reconstructions avoided: 40 Largest region lifetime: 31 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=11 Confirmation deferral ticks: 3 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1421 Maximum occupied tiles: 12 Seat events: 96 Single-blocker events: 23 Multiple-blocker events: 7 Temporary aisle reoccupations: 40 RIGHT AISLE ----------- Total moves: 1396 Maximum occupied tiles: 11 Seat events: 96 Single-blocker events: 19 Multiple-blocker events: 6 Temporary aisle reoccupations: 31 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 100 Reservations granted: 100 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3355 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4022 Total stationary ticks: 63983 Seat-event requests: 201 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 348 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 348 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 199\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 5\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 17 DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS ============================================================ Date/Time: 2026-07-16 18:53:39 Experiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 12 Scenario seed: -8976697486543855838 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET Row-zone concentration (diagnostic control): 36.46% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 684 Passengers seated: 192/192 Average waiting ticks: 314.82 Longest waiting passenger: P84->11G(RIGHT) Longest waiting ticks: 667 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1421 Maximum occupied tiles: 15 Seat events: 96 Single-blocker events: 22 Multiple-blocker events: 9 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1396 Maximum occupied tiles: 16 Seat events: 96 Single-blocker events: 20 Multiple-blocker events: 4 Temporary aisle reoccupations: 28 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 103 Reservations granted: 98 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5570 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6230 Total stationary ticks: 65330 Seat-event requests: 195 Failed seat-event starts: 3 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 370 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 3 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 370 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 200\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 12 | standardDataset=192/192 (100.00%) | geographicDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | geographicWorse=false | standardFamily=COMPLETE_CABIN | geographicFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 17 DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS ============================================================ Date/Time: 2026-07-16 18:53:39 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 13 Scenario seed: 1058713798284952297 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.12% Blocker-prone seat share (topology component): 61.11% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 1097 Passengers seated: 306/306 Average waiting ticks: 507.68 Longest waiting passenger: P240->4A(LEFT) Longest waiting ticks: 1037 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2758 Maximum occupied tiles: 12 Seat events: 153 Single-blocker events: 44 Multiple-blocker events: 15 Temporary aisle reoccupations: 74 RIGHT AISLE ----------- Total moves: 2622 Maximum occupied tiles: 14 Seat events: 153 Single-blocker events: 37 Multiple-blocker events: 23 Temporary aisle reoccupations: 87 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 132 Reservations granted: 132 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6586 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7836 Total stationary ticks: 160799 Seat-event requests: 318 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 715 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 715 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 318\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 17 DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS ============================================================ Date/Time: 2026-07-16 18:53:39 Experiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 13 Scenario seed: 1058713798284952297 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET Row-zone concentration (diagnostic control): 27.12% Blocker-prone seat share (topology component): 61.11% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 1070 Passengers seated: 306/306 Average waiting ticks: 502.36 Longest waiting passenger: P130->3D(LEFT) Longest waiting ticks: 1054 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 6 Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 41 Regions dissolved: 2 Repeated reconstructions avoided: 41 Largest region lifetime: 25 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2758 Maximum occupied tiles: 18 Seat events: 153 Single-blocker events: 44 Multiple-blocker events: 16 Temporary aisle reoccupations: 77 RIGHT AISLE ----------- Total moves: 2622 Maximum occupied tiles: 19 Seat events: 153 Single-blocker events: 35 Multiple-blocker events: 23 Temporary aisle reoccupations: 84 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 135 Reservations granted: 129 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 10984 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 12190 Total stationary ticks: 163571 Seat-event requests: 318 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 667 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 667 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 322\nPrecedence substitutions made: 9\nDependency chains followed: 9\nBlocked by waiting-row occupant: 9\nSubstituted events started: 13\nOccupied-space rejections: 29\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 13 | standardDataset=306/306 (100.00%) | geographicDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | geographicWorse=false | standardFamily=COMPLETE_CABIN | geographicFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 17 DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS ============================================================ Date/Time: 2026-07-16 18:53:39 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 14 Scenario seed: -2382699513390452918 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 824 Passengers seated: 235/235 Average waiting ticks: 380.83 Longest waiting passenger: P179->6D(RIGHT) Longest waiting ticks: 806 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 7 Selected release potential total: 6 Last cluster decision: LEFT:tiles9-14:occupied=6:anchor=P163:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 31 Regions dissolved: 1 Repeated reconstructions avoided: 31 Largest region lifetime: 32 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=32 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1734 Maximum occupied tiles: 13 Seat events: 116 Single-blocker events: 33 Multiple-blocker events: 9 Temporary aisle reoccupations: 53 RIGHT AISLE ----------- Total moves: 1702 Maximum occupied tiles: 14 Seat events: 119 Single-blocker events: 32 Multiple-blocker events: 13 Temporary aisle reoccupations: 60 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 130 Reservations granted: 130 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4717 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5966 Total stationary ticks: 93608 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 576 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 576 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 17 DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS ============================================================ Date/Time: 2026-07-16 18:53:39 Experiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 14 Scenario seed: -2382699513390452918 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 825 Passengers seated: 235/235 Average waiting ticks: 377.04 Longest waiting passenger: P179->6D(RIGHT) Longest waiting ticks: 802 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1734 Maximum occupied tiles: 16 Seat events: 116 Single-blocker events: 37 Multiple-blocker events: 8 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 1702 Maximum occupied tiles: 16 Seat events: 119 Single-blocker events: 30 Multiple-blocker events: 13 Temporary aisle reoccupations: 58 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 132 Reservations granted: 126 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7322 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8323 Total stationary ticks: 95132 Seat-event requests: 247 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 526 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 526 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 253\nPrecedence substitutions made: 7\nDependency chains followed: 10\nBlocked by waiting-row occupant: 10\nSubstituted events started: 7\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 14 | standardDataset=235/235 (100.00%) | geographicDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | geographicWorse=false | standardFamily=COMPLETE_CABIN | geographicFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 17 DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS ============================================================ Date/Time: 2026-07-16 18:53:39 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 15 Scenario seed: 7910158282638001386 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.66% Blocker-prone seat share (topology component): 66.41% Aisle-assignment balance: 94.98% OUTCOME ------- Status: SUCCESS Completed ticks: 956 Passengers seated: 259/259 Average waiting ticks: 429.30 Longest waiting passenger: P57->12B(LEFT) Longest waiting ticks: 922 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2045 Maximum occupied tiles: 13 Seat events: 136 Single-blocker events: 37 Multiple-blocker events: 14 Temporary aisle reoccupations: 65 RIGHT AISLE ----------- Total moves: 1932 Maximum occupied tiles: 12 Seat events: 123 Single-blocker events: 32 Multiple-blocker events: 10 Temporary aisle reoccupations: 52 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 88 Reservations granted: 86 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5119 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6204 Total stationary ticks: 115474 Seat-event requests: 266 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 557 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 557 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 268\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 17 DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS ============================================================ Date/Time: 2026-07-16 18:53:39 Experiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 15 Scenario seed: 7910158282638001386 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET Row-zone concentration (diagnostic control): 31.66% Blocker-prone seat share (topology component): 66.41% Aisle-assignment balance: 94.98% OUTCOME ------- Status: SUCCESS Completed ticks: 950 Passengers seated: 259/259 Average waiting ticks: 426.24 Longest waiting passenger: P22->6F(LEFT) Longest waiting ticks: 933 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2045 Maximum occupied tiles: 18 Seat events: 136 Single-blocker events: 38 Multiple-blocker events: 14 Temporary aisle reoccupations: 66 RIGHT AISLE ----------- Total moves: 1932 Maximum occupied tiles: 16 Seat events: 123 Single-blocker events: 31 Multiple-blocker events: 10 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 88 Reservations granted: 86 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8216 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9291 Total stationary ticks: 117683 Seat-event requests: 264 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 622 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 622 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 266\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 15 | standardDataset=259/259 (100.00%) | geographicDataset=259/259 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | geographicWorse=false | standardFamily=COMPLETE_CABIN | geographicFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 17 DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS ============================================================ Date/Time: 2026-07-16 18:53:39 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 16 Scenario seed: 7835976452476775241 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.04% Blocker-prone seat share (topology component): 66.52% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 837 Passengers seated: 230/230 Average waiting ticks: 384.82 Longest waiting passenger: P49->16A(LEFT) Longest waiting ticks: 780 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles16-18:occupied=3:anchor=P49:selected=P151:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1782 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 28 Multiple-blocker events: 8 Temporary aisle reoccupations: 44 RIGHT AISLE ----------- Total moves: 1724 Maximum occupied tiles: 10 Seat events: 115 Single-blocker events: 33 Multiple-blocker events: 9 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 79 Reservations granted: 79 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4064 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4973 Total stationary ticks: 91828 Seat-event requests: 239 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 468 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 468 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 238\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 17 DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS ============================================================ Date/Time: 2026-07-16 18:53:39 Experiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 16 Scenario seed: 7835976452476775241 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET Row-zone concentration (diagnostic control): 33.04% Blocker-prone seat share (topology component): 66.52% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 815 Passengers seated: 230/230 Average waiting ticks: 378.48 Longest waiting passenger: P145->10A(LEFT) Longest waiting ticks: 793 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P46:selected=P201:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1782 Maximum occupied tiles: 16 Seat events: 115 Single-blocker events: 28 Multiple-blocker events: 8 Temporary aisle reoccupations: 44 RIGHT AISLE ----------- Total moves: 1724 Maximum occupied tiles: 16 Seat events: 115 Single-blocker events: 33 Multiple-blocker events: 9 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 80 Reservations granted: 80 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7096 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7881 Total stationary ticks: 93305 Seat-event requests: 238 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 445 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 445 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 237\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 6\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 16 | standardDataset=230/230 (100.00%) | geographicDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | geographicWorse=false | standardFamily=COMPLETE_CABIN | geographicFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 17 DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS ============================================================ Date/Time: 2026-07-16 18:53:39 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 17 Scenario seed: -5603982636816805098 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.77% Blocker-prone seat share (topology component): 74.12% Aisle-assignment balance: 96.49% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2329 Passengers seated: 226/228 Average waiting ticks: 384.43 Longest waiting passenger: P22->29F(LEFT) Longest waiting ticks: 2256 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 24 Regions dissolved: 2 Repeated reconstructions avoided: 24 Largest region lifetime: 17 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=17 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1590 Maximum occupied tiles: 12 Seat events: 116 Single-blocker events: 23 Multiple-blocker events: 10 Temporary aisle reoccupations: 46 RIGHT AISLE ----------- Total moves: 1694 Maximum occupied tiles: 13 Seat events: 110 Single-blocker events: 28 Multiple-blocker events: 7 Temporary aisle reoccupations: 44 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1648 Reservations granted: 1639 Reservations denied/waited: 9 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3986 Longest unresolved passenger ID: 47 Longest unresolved row: 29 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P47(29B/LEFT) -> P22(29F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 47 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 8174 Total stationary ticks: 92549 Seat-event requests: 1757 Failed seat-event starts: 1531 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 22 Critical blocker identity: P22->29F(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P22(29F/LEFT/WAITING_FOR_SEAT_EVENT) P47(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1519 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 3 Critical blocker required yield tiles: 30|31|32 Critical blocker unavailable yield tiles: 31|32 Critical blocker yield-tile occupants: -1|-1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 12 Rear-boundary failures: 1519 Middle-bank reservation failures: 9 Active-event deferrals: 553 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 30|31|32 Current unavailable yield tiles: 31|32 Current yield-tile occupants: -1|-1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 7\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 17 DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS ============================================================ Date/Time: 2026-07-16 18:53:39 Experiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 17 Scenario seed: -5603982636816805098 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET Row-zone concentration (diagnostic control): 33.77% Blocker-prone seat share (topology component): 74.12% Aisle-assignment balance: 96.49% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2307 Passengers seated: 139/228 Average waiting ticks: 828.67 Longest waiting passenger: P2->19H(RIGHT) Longest waiting ticks: 2307 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 37 Cluster candidates evaluated: 37 Executable cluster candidates: 0 Rejected cluster candidates: 37 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 30 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 2142 Regions dissolved: 1 Repeated reconstructions avoided: 2142 Largest region lifetime: 2132 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=2132:occupied=30 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 2078 State changes reopening evaluation: 36 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1590 Maximum occupied tiles: 16 Seat events: 116 Single-blocker events: 23 Multiple-blocker events: 6 Temporary aisle reoccupations: 37 RIGHT AISLE ----------- Total moves: 989 Maximum occupied tiles: 30 Seat events: 23 Single-blocker events: 4 Multiple-blocker events: 1 Temporary aisle reoccupations: 6 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 3858 Reservations granted: 3856 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 57 Remaining moving in aisle: 29 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 61072 Longest unresolved passenger ID: 2 Longest unresolved row: 19 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 28 Longest dependency chain: P106(16D/RIGHT) -> P159(20G/RIGHT) -> P60(12H/RIGHT) -> P25(13G/RIGHT) -> P86(19F/RIGHT) -> P109(20H/RIGHT) -> P95(15G/RIGHT) -> P11(14C/RIGHT) -> P49(18D/RIGHT) -> P149(16G/RIGHT) -> P39(15F/RIGHT) -> P127(20F/RIGHT) -> P15(14H/RIGHT) -> P191(21H/RIGHT) -> P63(20D/RIGHT) -> P74(29E/RIGHT) -> P52(27G/RIGHT) -> P207(30G/RIGHT) -> P146(22C/RIGHT) -> P1(29H/RIGHT) -> P201(25F/RIGHT) -> P213(26G/RIGHT) -> P198(24G/RIGHT) -> P214(25G/RIGHT) -> P188(30H/RIGHT) -> P87(28H/RIGHT) -> P171(28G/RIGHT) -> P4(28C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 106 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 29 Total blocked ticks: 72192 Total stationary ticks: 253718 Seat-event requests: 3921 Failed seat-event starts: 3782 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 4 Critical blocker identity: P4->28C(RIGHT) Direct fan-out: 1 Total indirect descendants: 27 Critical tree size including blocker: 28 Critical tree depth: 28 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 32 Unresolved outside passengers: 57 Unresolved internal passengers outside critical tree: 4 Critical blocker tree: P4(28C/RIGHT/WAITING_FOR_SEAT_EVENT) P171(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P87(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P188(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P214(25G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P198(24G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P213(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P201(25F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P1(29H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P146(22C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P207(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P52(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P74(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P63(20D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P191(21H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P15(14H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P127(20F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P39(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P149(16G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P49(18D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P11(14C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P95(15G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P109(20H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P86(19F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P25(13G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P60(12H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P159(20G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P106(16D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 2123 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 29|30 Critical blocker unavailable yield tiles: 29|30 Critical blocker yield-tile occupants: 136|97 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 3 Yield-tile occupied failures: 2123 Rear-boundary failures: 1659 Middle-bank reservation failures: 2 Active-event deferrals: 713 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 2 Trace length: 2 Yield-occupant trace: yieldOccupant[136]: P136(30D/RIGHT/MOVING_IN_AISLE@tile29) -> P97(30C/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[97]: P97(30C/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P97->30C(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P136{seat=30D,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=29,directBlocker=97,lastMoveTick=112,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P97{seat=30C,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=111,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 29|30 Current unavailable yield tiles: 29|30 Current yield-tile occupants: 136|97 Final row-event chain: 4|136|97 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3923\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 2124\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 17 | standardDataset=226/228 (99.12%) | geographicDataset=139/228 (60.96%) | seatedDelta=-87 | completionDelta=-38.16% | outsideDelta=+57 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | geographicWorse=true | standardFamily=REAR_BOUNDARY_LOCK | geographicFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 17 DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS ============================================================ Date/Time: 2026-07-16 18:53:39 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 18 Scenario seed: -29016899169270240 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1018 Passengers seated: 282/282 Average waiting ticks: 460.86 Longest waiting passenger: P39->31A(LEFT) Longest waiting ticks: 950 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2171 Maximum occupied tiles: 11 Seat events: 144 Single-blocker events: 41 Multiple-blocker events: 12 Temporary aisle reoccupations: 65 RIGHT AISLE ----------- Total moves: 2188 Maximum occupied tiles: 11 Seat events: 138 Single-blocker events: 39 Multiple-blocker events: 20 Temporary aisle reoccupations: 79 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 101 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5629 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7092 Total stationary ticks: 134758 Seat-event requests: 293 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 749 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 749 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 293\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 17 DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS ============================================================ Date/Time: 2026-07-16 18:53:39 Experiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 18 Scenario seed: -29016899169270240 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2496 Passengers seated: 279/282 Average waiting ticks: 459.93 Longest waiting passenger: P82->32E(RIGHT) Longest waiting ticks: 2396 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 6 Selected release potential total: 5 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 2197 Regions dissolved: 1 Repeated reconstructions avoided: 2197 Largest region lifetime: 2160 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2160:occupied=3 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1698 State changes reopening evaluation: 0 Region priority competitions: 2 Regions ranked: 4 Hierarchical selections: 2 Lower-priority evaluations deferred: 0 Highest selected priority score: 3396 Left/right priority wins: 0/2 Priority ties: 0 Last priority decision: LEFT:R2:score=2210 | RIGHT:R1:score=3310 | selected=RIGHT LEFT AISLE ---------- Total moves: 2171 Maximum occupied tiles: 17 Seat events: 144 Single-blocker events: 40 Multiple-blocker events: 13 Temporary aisle reoccupations: 66 RIGHT AISLE ----------- Total moves: 2185 Maximum occupied tiles: 17 Seat events: 135 Single-blocker events: 39 Multiple-blocker events: 18 Temporary aisle reoccupations: 75 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1812 Reservations granted: 1808 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 2 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 9213 Longest unresolved passenger ID: 162 Longest unresolved row: 32 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P281(32G/RIGHT) -> P162(32D/RIGHT) -> P82(32E/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 281 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 2 Total blocked ticks: 16897 Total stationary ticks: 142277 Seat-event requests: 1998 Failed seat-event starts: 1719 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 82 Critical blocker identity: P82->32E(RIGHT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P82(32E/RIGHT/WAITING_FOR_SEAT_EVENT) P162(32D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P281(32G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1708 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 1 Critical blocker required yield tiles: 33 Critical blocker unavailable yield tiles: 33 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 1708 Middle-bank reservation failures: 4 Active-event deferrals: 998 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 1 Current required yield tiles: 33 Current unavailable yield tiles: 33 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2001\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 18 | standardDataset=282/282 (100.00%) | geographicDataset=279/282 (98.94%) | seatedDelta=-3 | completionDelta=-1.06% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | geographicWorse=true | standardFamily=COMPLETE_CABIN | geographicFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 17 DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS ============================================================ Date/Time: 2026-07-16 18:53:39 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 19 Scenario seed: -1022932693840430131 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.20% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 99.72% OUTCOME ------- Status: SUCCESS Completed ticks: 1270 Passengers seated: 353/353 Average waiting ticks: 595.20 Longest waiting passenger: P228->31D(RIGHT) Longest waiting ticks: 1217 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 5 Clusters detected: 5 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: RIGHT:region=R5:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 5 Region updates: 107 Regions dissolved: 5 Repeated reconstructions avoided: 107 Largest region lifetime: 32 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R5:lifetime=8 Confirmation deferral ticks: 7 Regions reaching confirmation: 2 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3031 Maximum occupied tiles: 15 Seat events: 176 Single-blocker events: 50 Multiple-blocker events: 27 Temporary aisle reoccupations: 110 RIGHT AISLE ----------- Total moves: 3177 Maximum occupied tiles: 13 Seat events: 177 Single-blocker events: 51 Multiple-blocker events: 34 Temporary aisle reoccupations: 129 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 160 Reservations granted: 158 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7492 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9457 Total stationary ticks: 216460 Seat-event requests: 384 Failed seat-event starts: 31 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 994 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 31 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 994 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 11\nOccupied-space rejections: 37\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 17 DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS ============================================================ Date/Time: 2026-07-16 18:53:39 Experiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 19 Scenario seed: -1022932693840430131 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET Row-zone concentration (diagnostic control): 27.20% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 99.72% OUTCOME ------- Status: SUCCESS Completed ticks: 1247 Passengers seated: 353/353 Average waiting ticks: 586.63 Longest waiting passenger: P61->1B(LEFT) Longest waiting ticks: 1224 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 5 Clusters detected: 5 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 4 Selected release potential total: 6 Last cluster decision: RIGHT:region=R5:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 5 Region updates: 106 Regions dissolved: 5 Repeated reconstructions avoided: 106 Largest region lifetime: 31 Maximum simultaneous active regions: 2 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R5:lifetime=17 Confirmation deferral ticks: 7 Regions reaching confirmation: 2 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3031 Maximum occupied tiles: 19 Seat events: 176 Single-blocker events: 48 Multiple-blocker events: 27 Temporary aisle reoccupations: 108 RIGHT AISLE ----------- Total moves: 3177 Maximum occupied tiles: 20 Seat events: 177 Single-blocker events: 51 Multiple-blocker events: 35 Temporary aisle reoccupations: 131 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 167 Reservations granted: 160 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 12823 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 14318 Total stationary ticks: 218479 Seat-event requests: 384 Failed seat-event starts: 31 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 842 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 31 Rear-boundary failures: 0 Middle-bank reservation failures: 7 Active-event deferrals: 842 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 390\nPrecedence substitutions made: 13\nDependency chains followed: 14\nBlocked by waiting-row occupant: 14\nSubstituted events started: 16\nOccupied-space rejections: 45\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 19 | standardDataset=353/353 (100.00%) | geographicDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=5 | clusterSelections=2 | clusterStarts=3 | convertedToSuccess=false | geographicWorse=false | standardFamily=COMPLETE_CABIN | geographicFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 17 DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS ============================================================ Date/Time: 2026-07-16 18:53:39 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 20 Scenario seed: 7778104721219760133 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.66% Blocker-prone seat share (topology component): 65.69% Aisle-assignment balance: 98.54% OUTCOME ------- Status: SUCCESS Completed ticks: 989 Passengers seated: 274/274 Average waiting ticks: 448.40 Longest waiting passenger: P182->28I(RIGHT) Longest waiting ticks: 944 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2133 Maximum occupied tiles: 13 Seat events: 135 Single-blocker events: 28 Multiple-blocker events: 11 Temporary aisle reoccupations: 50 RIGHT AISLE ----------- Total moves: 2076 Maximum occupied tiles: 12 Seat events: 139 Single-blocker events: 35 Multiple-blocker events: 18 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 92 Reservations granted: 92 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5548 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6972 Total stationary ticks: 127697 Seat-event requests: 284 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 677 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 677 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 284\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 17 DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS ============================================================ Date/Time: 2026-07-16 18:53:39 Experiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 20 Scenario seed: 7778104721219760133 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET Row-zone concentration (diagnostic control): 30.66% Blocker-prone seat share (topology component): 65.69% Aisle-assignment balance: 98.54% OUTCOME ------- Status: SUCCESS Completed ticks: 961 Passengers seated: 274/274 Average waiting ticks: 442.50 Longest waiting passenger: P20->2I(RIGHT) Longest waiting ticks: 947 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 6 Selected release potential total: 5 Last cluster decision: RIGHT:tiles20-25:occupied=5:anchor=P97:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 24 Regions dissolved: 1 Repeated reconstructions avoided: 24 Largest region lifetime: 25 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=25 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2133 Maximum occupied tiles: 18 Seat events: 135 Single-blocker events: 28 Multiple-blocker events: 12 Temporary aisle reoccupations: 52 RIGHT AISLE ----------- Total moves: 2076 Maximum occupied tiles: 17 Seat events: 139 Single-blocker events: 33 Multiple-blocker events: 18 Temporary aisle reoccupations: 69 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 98 Reservations granted: 94 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 9137 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 10464 Total stationary ticks: 129573 Seat-event requests: 282 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 675 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 675 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 285\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 8\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 20 | standardDataset=274/274 (100.00%) | geographicDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | geographicWorse=false | standardFamily=COMPLETE_CABIN | geographicFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 17 DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS ============================================================ Date/Time: 2026-07-16 18:53:39 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 21 Scenario seed: -6050252773158139437 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.90% Blocker-prone seat share (topology component): 75.52% Aisle-assignment balance: 98.96% OUTCOME ------- Status: SUCCESS Completed ticks: 686 Passengers seated: 192/192 Average waiting ticks: 311.75 Longest waiting passenger: P131->5H(RIGHT) Longest waiting ticks: 644 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1430 Maximum occupied tiles: 11 Seat events: 95 Single-blocker events: 26 Multiple-blocker events: 4 Temporary aisle reoccupations: 34 RIGHT AISLE ----------- Total moves: 1368 Maximum occupied tiles: 11 Seat events: 97 Single-blocker events: 22 Multiple-blocker events: 5 Temporary aisle reoccupations: 32 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 97 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3532 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4379 Total stationary ticks: 62831 Seat-event requests: 195 Failed seat-event starts: 3 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 442 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 3 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 442 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 195\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 17 DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS ============================================================ Date/Time: 2026-07-16 18:53:39 Experiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 21 Scenario seed: -6050252773158139437 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET Row-zone concentration (diagnostic control): 34.90% Blocker-prone seat share (topology component): 75.52% Aisle-assignment balance: 98.96% OUTCOME ------- Status: SUCCESS Completed ticks: 680 Passengers seated: 192/192 Average waiting ticks: 309.54 Longest waiting passenger: P131->5H(RIGHT) Longest waiting ticks: 663 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P23:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 20 Regions dissolved: 1 Repeated reconstructions avoided: 20 Largest region lifetime: 21 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=21 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1430 Maximum occupied tiles: 15 Seat events: 95 Single-blocker events: 26 Multiple-blocker events: 5 Temporary aisle reoccupations: 36 RIGHT AISLE ----------- Total moves: 1368 Maximum occupied tiles: 14 Seat events: 97 Single-blocker events: 20 Multiple-blocker events: 5 Temporary aisle reoccupations: 30 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 96 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5740 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6385 Total stationary ticks: 64504 Seat-event requests: 198 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 348 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 348 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 202\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 21 | standardDataset=192/192 (100.00%) | geographicDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | geographicWorse=false | standardFamily=COMPLETE_CABIN | geographicFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 17 DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS ============================================================ Date/Time: 2026-07-16 18:53:40 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 22 Scenario seed: -7549248447377455043 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.43% Blocker-prone seat share (topology component): 60.46% Aisle-assignment balance: 98.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1115 Passengers seated: 306/306 Average waiting ticks: 511.00 Longest waiting passenger: P126->23H(RIGHT) Longest waiting ticks: 1059 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: LEFT:tiles22-26:occupied=4:anchor=P169:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 16 Regions dissolved: 1 Repeated reconstructions avoided: 16 Largest region lifetime: 17 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=17 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2720 Maximum occupied tiles: 13 Seat events: 150 Single-blocker events: 49 Multiple-blocker events: 12 Temporary aisle reoccupations: 74 RIGHT AISLE ----------- Total moves: 2575 Maximum occupied tiles: 12 Seat events: 156 Single-blocker events: 35 Multiple-blocker events: 19 Temporary aisle reoccupations: 77 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 128 Reservations granted: 128 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6519 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8050 Total stationary ticks: 161843 Seat-event requests: 321 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 882 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 882 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 320\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 17 DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS ============================================================ Date/Time: 2026-07-16 18:53:40 Experiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 22 Scenario seed: -7549248447377455043 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET Row-zone concentration (diagnostic control): 28.43% Blocker-prone seat share (topology component): 60.46% Aisle-assignment balance: 98.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1091 Passengers seated: 306/306 Average waiting ticks: 504.03 Longest waiting passenger: P39->8I(RIGHT) Longest waiting ticks: 1066 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 39 Regions dissolved: 3 Repeated reconstructions avoided: 39 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2720 Maximum occupied tiles: 20 Seat events: 150 Single-blocker events: 51 Multiple-blocker events: 12 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2575 Maximum occupied tiles: 20 Seat events: 156 Single-blocker events: 33 Multiple-blocker events: 19 Temporary aisle reoccupations: 75 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 127 Reservations granted: 127 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 10825 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 12038 Total stationary ticks: 163968 Seat-event requests: 324 Failed seat-event starts: 18 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 663 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 18 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 663 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 323\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 6\nSubstituted events started: 6\nOccupied-space rejections: 32\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 22 | standardDataset=306/306 (100.00%) | geographicDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | geographicWorse=false | standardFamily=COMPLETE_CABIN | geographicFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 17 DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS ============================================================ Date/Time: 2026-07-16 18:53:40 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 23 Scenario seed: 4519082988640820556 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.77% Blocker-prone seat share (topology component): 75.44% Aisle-assignment balance: 96.49% OUTCOME ------- Status: SUCCESS Completed ticks: 825 Passengers seated: 228/228 Average waiting ticks: 367.85 Longest waiting passenger: P154->11C(RIGHT) Longest waiting ticks: 787 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1559 Maximum occupied tiles: 14 Seat events: 110 Single-blocker events: 28 Multiple-blocker events: 14 Temporary aisle reoccupations: 59 RIGHT AISLE ----------- Total moves: 1754 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 29 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 123 Reservations granted: 123 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4498 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5596 Total stationary ticks: 87691 Seat-event requests: 238 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 544 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 544 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 238\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 17 DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS ============================================================ Date/Time: 2026-07-16 18:53:40 Experiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 23 Scenario seed: 4519082988640820556 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET Row-zone concentration (diagnostic control): 33.77% Blocker-prone seat share (topology component): 75.44% Aisle-assignment balance: 96.49% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2327 Passengers seated: 218/228 Average waiting ticks: 369.39 Longest waiting passenger: P202->21A(LEFT) Longest waiting ticks: 2271 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 5 Clusters detected: 5 Activations without intervention: 10 Cluster candidates evaluated: 5 Executable cluster candidates: 3 Rejected cluster candidates: 2 Cluster selections: 3 Cluster-selected events started: 3 Largest detected cluster: 10 Selected release potential total: 11 Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 5 Region updates: 2214 Regions dissolved: 4 Repeated reconstructions avoided: 2214 Largest region lifetime: 2128 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=2128:occupied=10 Confirmation deferral ticks: 6 Regions reaching confirmation: 4 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1730 State changes reopening evaluation: 7 Region priority competitions: 7 Regions ranked: 14 Hierarchical selections: 7 Lower-priority evaluations deferred: 0 Highest selected priority score: 11031 Left/right priority wins: 7/0 Priority ties: 0 Last priority decision: LEFT:R2:score=11010 | RIGHT:R4:score=2210 | selected=LEFT LEFT AISLE ---------- Total moves: 1539 Maximum occupied tiles: 20 Seat events: 100 Single-blocker events: 21 Multiple-blocker events: 6 Temporary aisle reoccupations: 34 RIGHT AISLE ----------- Total moves: 1754 Maximum occupied tiles: 17 Seat events: 118 Single-blocker events: 33 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 196 Reservations granted: 182 Reservations denied/waited: 14 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 8 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 17191 Longest unresolved passenger ID: 60 Longest unresolved row: 30 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 8 Longest dependency chain: P114(24E/LEFT) -> P64(28B/LEFT) -> P14(26F/LEFT) -> P121(30A/LEFT) -> P97(27B/LEFT) -> P199(29A/LEFT) -> P60(30B/LEFT) -> P104(29F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 114 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 8 Total blocked ticks: 28684 Total stationary ticks: 107164 Seat-event requests: 1977 Failed seat-event starts: 1759 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 104 Critical blocker identity: P104->29F(LEFT) Direct fan-out: 1 Total indirect descendants: 7 Critical tree size including blocker: 8 Critical tree depth: 8 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 10 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P104(29F/LEFT/WAITING_FOR_SEAT_EVENT) P60(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P199(29A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P97(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P121(30A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P14(26F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P64(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P114(24E/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1698 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1698 Rear-boundary failures: 61 Middle-bank reservation failures: 14 Active-event deferrals: 982 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1988\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 5\nOccupied-space rejections: 1703\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 23 | standardDataset=228/228 (100.00%) | geographicDataset=218/228 (95.61%) | seatedDelta=-10 | completionDelta=-4.39% | outsideDelta=+0 | clustersDetected=5 | clusterSelections=3 | clusterStarts=3 | convertedToSuccess=false | geographicWorse=true | standardFamily=COMPLETE_CABIN | geographicFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 17 DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS ============================================================ Date/Time: 2026-07-16 18:53:40 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 24 Scenario seed: 4297087376607226005 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.66% Blocker-prone seat share (topology component): 66.79% Aisle-assignment balance: 99.27% OUTCOME ------- Status: SUCCESS Completed ticks: 970 Passengers seated: 274/274 Average waiting ticks: 452.86 Longest waiting passenger: P54->10G(RIGHT) Longest waiting ticks: 925 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: RIGHT:tiles23-26:occupied=4:anchor=P246:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 22 Regions dissolved: 1 Repeated reconstructions avoided: 22 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=23 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2167 Maximum occupied tiles: 12 Seat events: 138 Single-blocker events: 39 Multiple-blocker events: 14 Temporary aisle reoccupations: 67 RIGHT AISLE ----------- Total moves: 2041 Maximum occupied tiles: 12 Seat events: 136 Single-blocker events: 37 Multiple-blocker events: 11 Temporary aisle reoccupations: 59 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 93 Reservations granted: 93 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5016 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6316 Total stationary ticks: 128215 Seat-event requests: 287 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 710 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 710 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 286\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 17 DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS ============================================================ Date/Time: 2026-07-16 18:53:40 Experiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 24 Scenario seed: 4297087376607226005 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET Row-zone concentration (diagnostic control): 30.66% Blocker-prone seat share (topology component): 66.79% Aisle-assignment balance: 99.27% OUTCOME ------- Status: SUCCESS Completed ticks: 964 Passengers seated: 274/274 Average waiting ticks: 451.68 Longest waiting passenger: P9->3B(LEFT) Longest waiting ticks: 942 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2167 Maximum occupied tiles: 16 Seat events: 138 Single-blocker events: 40 Multiple-blocker events: 14 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 2041 Maximum occupied tiles: 18 Seat events: 136 Single-blocker events: 36 Multiple-blocker events: 11 Temporary aisle reoccupations: 58 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 91 Reservations granted: 91 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8625 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9611 Total stationary ticks: 131357 Seat-event requests: 278 Failed seat-event starts: 4 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 573 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 4 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 573 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 278\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 7\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 24 | standardDataset=274/274 (100.00%) | geographicDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | geographicWorse=false | standardFamily=COMPLETE_CABIN | geographicFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 17 DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS ============================================================ Date/Time: 2026-07-16 18:53:40 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 25 Scenario seed: -1618752062860107760 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.39% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 90.20% OUTCOME ------- Status: SUCCESS Completed ticks: 797 Passengers seated: 204/204 Average waiting ticks: 336.86 Longest waiting passenger: P145->11G(RIGHT) Longest waiting ticks: 754 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 7 Regions dissolved: 1 Repeated reconstructions avoided: 7 Largest region lifetime: 8 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=8 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1366 Maximum occupied tiles: 11 Seat events: 92 Single-blocker events: 18 Multiple-blocker events: 3 Temporary aisle reoccupations: 24 RIGHT AISLE ----------- Total moves: 1550 Maximum occupied tiles: 14 Seat events: 112 Single-blocker events: 34 Multiple-blocker events: 14 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 110 Reservations granted: 108 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3670 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4541 Total stationary ticks: 71737 Seat-event requests: 212 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 442 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 442 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 214\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 2\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 17 DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS ============================================================ Date/Time: 2026-07-16 18:53:40 Experiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 25 Scenario seed: -1618752062860107760 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET Row-zone concentration (diagnostic control): 30.39% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 90.20% OUTCOME ------- Status: SUCCESS Completed ticks: 786 Passengers seated: 204/204 Average waiting ticks: 334.95 Longest waiting passenger: P145->11G(RIGHT) Longest waiting ticks: 764 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1366 Maximum occupied tiles: 16 Seat events: 92 Single-blocker events: 18 Multiple-blocker events: 3 Temporary aisle reoccupations: 24 RIGHT AISLE ----------- Total moves: 1550 Maximum occupied tiles: 17 Seat events: 112 Single-blocker events: 34 Multiple-blocker events: 14 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 108 Reservations granted: 102 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6008 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6775 Total stationary ticks: 73632 Seat-event requests: 206 Failed seat-event starts: 2 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 400 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 2 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 400 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 212\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 2\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 25 | standardDataset=204/204 (100.00%) | geographicDataset=204/204 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | geographicWorse=false | standardFamily=COMPLETE_CABIN | geographicFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 17 DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS ============================================================ Date/Time: 2026-07-16 18:53:40 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 26 Scenario seed: 7637717698422060553 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.07% Blocker-prone seat share (topology component): 59.36% Aisle-assignment balance: 94.15% OUTCOME ------- Status: SUCCESS Completed ticks: 1276 Passengers seated: 342/342 Average waiting ticks: 566.26 Longest waiting passenger: P248->26A(LEFT) Longest waiting ticks: 1229 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 4 Largest detected cluster: 4 Selected release potential total: 5 Last cluster decision: LEFT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 48 Regions dissolved: 3 Repeated reconstructions avoided: 48 Largest region lifetime: 31 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=31 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3173 Maximum occupied tiles: 15 Seat events: 181 Single-blocker events: 46 Multiple-blocker events: 25 Temporary aisle reoccupations: 103 RIGHT AISLE ----------- Total moves: 2795 Maximum occupied tiles: 13 Seat events: 161 Single-blocker events: 49 Multiple-blocker events: 23 Temporary aisle reoccupations: 98 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 161 Reservations granted: 161 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7578 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9483 Total stationary ticks: 200246 Seat-event requests: 371 Failed seat-event starts: 29 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 924 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 29 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 924 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 369\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 9\nOccupied-space rejections: 37\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 17 DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS ============================================================ Date/Time: 2026-07-16 18:53:40 Experiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 26 Scenario seed: 7637717698422060553 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET Row-zone concentration (diagnostic control): 28.07% Blocker-prone seat share (topology component): 59.36% Aisle-assignment balance: 94.15% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2754 Passengers seated: 219/342 Average waiting ticks: 1087.75 Longest waiting passenger: P1->14F(RIGHT) Longest waiting ticks: 2754 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 34 Cluster candidates evaluated: 63 Executable cluster candidates: 0 Rejected cluster candidates: 63 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 34 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2482 Regions dissolved: 0 Repeated reconstructions avoided: 2482 Largest region lifetime: 2483 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2483:occupied=34 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 2426 State changes reopening evaluation: 33 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3173 Maximum occupied tiles: 20 Seat events: 181 Single-blocker events: 52 Multiple-blocker events: 15 Temporary aisle reoccupations: 85 RIGHT AISLE ----------- Total moves: 1639 Maximum occupied tiles: 34 Seat events: 38 Single-blocker events: 12 Multiple-blocker events: 2 Temporary aisle reoccupations: 17 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 96 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 89 Remaining moving in aisle: 31 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 76147 Longest unresolved passenger ID: 1 Longest unresolved row: 14 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 27 Longest dependency chain: P161(21H/RIGHT) -> P227(23F/RIGHT) -> P64(20I/RIGHT) -> P205(25G/RIGHT) -> P160(19F/RIGHT) -> P195(15H/RIGHT) -> P5(23H/RIGHT) -> P102(18E/RIGHT) -> P90(23I/RIGHT) -> P173(21J/RIGHT) -> P149(17H/RIGHT) -> P236(23J/RIGHT) -> P43(24I/RIGHT) -> P201(16J/RIGHT) -> P220(19H/RIGHT) -> P244(17I/RIGHT) -> P331(18I/RIGHT) -> P277(20E/RIGHT) -> P329(24E/RIGHT) -> P55(29I/RIGHT) -> P69(31G/RIGHT) -> P78(32J/RIGHT) -> P310(31I/RIGHT) -> P93(30I/RIGHT) -> P169(27G/RIGHT) -> P183(29G/RIGHT) -> P25(27J/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 161 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 31 Total blocked ticks: 93430 Total stationary ticks: 456442 Seat-event requests: 2689 Failed seat-event starts: 2470 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 25 Critical blocker identity: P25->27J(RIGHT) Direct fan-out: 1 Total indirect descendants: 26 Critical tree size including blocker: 27 Critical tree depth: 27 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 34 Unresolved outside passengers: 89 Unresolved internal passengers outside critical tree: 7 Critical blocker tree: P25(27J/RIGHT/WAITING_FOR_SEAT_EVENT) P183(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P169(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P93(30I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P310(31I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P78(32J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P69(31G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P55(29I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P329(24E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P277(20E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P331(18I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P244(17I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P220(19H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P201(16J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P43(24I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P236(23J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P149(17H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P173(21J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P90(23I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P102(18E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P5(23H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P195(15H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P160(19F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P205(25G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P64(20I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P227(23F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P161(21H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 2469 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 28|29 Critical blocker unavailable yield tiles: 29 Critical blocker yield-tile occupants: 57 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 2469 Rear-boundary failures: 1 Middle-bank reservation failures: 0 Active-event deferrals: 462 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 5 Yield-occupant trace: yieldOccupant[57]: P57(33J/RIGHT/MOVING_IN_AISLE@tile29) -> P282(36G/RIGHT/MOVING_IN_AISLE@tile30) -> P214(33G/RIGHT/MOVING_IN_AISLE@tile31) -> P264(34I/RIGHT/MOVING_IN_AISLE@tile32) -> P134(33I/RIGHT/WAITING_AT_ROW@tile33) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P134->33I(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P57{seat=33J,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=29,directBlocker=282,lastMoveTick=286,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 28|29 Current unavailable yield tiles: 29 Current yield-tile occupants: 57 Final row-event chain: 25|57|282|214|264|134 Final row-event chain length: 6 Distinct row events in chain: 6 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2689\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 8\nOccupied-space rejections: 2501\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 26 | standardDataset=342/342 (100.00%) | geographicDataset=219/342 (64.04%) | seatedDelta=-123 | completionDelta=-35.96% | outsideDelta=+89 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | geographicWorse=true | standardFamily=COMPLETE_CABIN | geographicFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 17 DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS ============================================================ Date/Time: 2026-07-16 18:53:40 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 27 Scenario seed: 7038436515696686281 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 75.46% Aisle-assignment balance: 97.22% OUTCOME ------- Status: SUCCESS Completed ticks: 784 Passengers seated: 216/216 Average waiting ticks: 348.83 Longest waiting passenger: P24->8D(LEFT) Longest waiting ticks: 747 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles11-13:occupied=3:anchor=P209:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 10 Regions dissolved: 1 Repeated reconstructions avoided: 10 Largest region lifetime: 11 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=11 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1681 Maximum occupied tiles: 14 Seat events: 111 Single-blocker events: 29 Multiple-blocker events: 17 Temporary aisle reoccupations: 67 RIGHT AISLE ----------- Total moves: 1464 Maximum occupied tiles: 11 Seat events: 105 Single-blocker events: 24 Multiple-blocker events: 8 Temporary aisle reoccupations: 42 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 123 Reservations granted: 120 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4157 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5218 Total stationary ticks: 78912 Seat-event requests: 228 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 475 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 475 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 230\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 17 DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS ============================================================ Date/Time: 2026-07-16 18:53:40 Experiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 27 Scenario seed: 7038436515696686281 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 75.46% Aisle-assignment balance: 97.22% OUTCOME ------- Status: SUCCESS Completed ticks: 773 Passengers seated: 216/216 Average waiting ticks: 344.22 Longest waiting passenger: P24->8D(LEFT) Longest waiting ticks: 748 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 28 Regions dissolved: 2 Repeated reconstructions avoided: 28 Largest region lifetime: 17 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1681 Maximum occupied tiles: 17 Seat events: 111 Single-blocker events: 32 Multiple-blocker events: 17 Temporary aisle reoccupations: 71 RIGHT AISLE ----------- Total moves: 1464 Maximum occupied tiles: 16 Seat events: 105 Single-blocker events: 23 Multiple-blocker events: 7 Temporary aisle reoccupations: 38 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 119 Reservations granted: 117 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6726 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7536 Total stationary ticks: 80309 Seat-event requests: 225 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 426 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 426 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 227\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 6\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 27 | standardDataset=216/216 (100.00%) | geographicDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | geographicWorse=false | standardFamily=COMPLETE_CABIN | geographicFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 17 DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS ============================================================ Date/Time: 2026-07-16 18:53:40 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 28 Scenario seed: 3504961108606988885 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.66% Blocker-prone seat share (topology component): 66.06% Aisle-assignment balance: 96.35% OUTCOME ------- Status: SUCCESS Completed ticks: 1007 Passengers seated: 274/274 Average waiting ticks: 452.16 Longest waiting passenger: P162->5H(RIGHT) Longest waiting ticks: 957 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles22-24:occupied=3:anchor=P175:selected=P83:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 15 Regions dissolved: 1 Repeated reconstructions avoided: 15 Largest region lifetime: 16 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=16 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2061 Maximum occupied tiles: 13 Seat events: 132 Single-blocker events: 31 Multiple-blocker events: 15 Temporary aisle reoccupations: 61 RIGHT AISLE ----------- Total moves: 2167 Maximum occupied tiles: 14 Seat events: 142 Single-blocker events: 39 Multiple-blocker events: 13 Temporary aisle reoccupations: 65 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 94 Reservations granted: 93 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5286 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6678 Total stationary ticks: 128384 Seat-event requests: 287 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 693 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 693 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 287\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 17 DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS ============================================================ Date/Time: 2026-07-16 18:53:40 Experiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 28 Scenario seed: 3504961108606988885 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET Row-zone concentration (diagnostic control): 30.66% Blocker-prone seat share (topology component): 66.06% Aisle-assignment balance: 96.35% OUTCOME ------- Status: SUCCESS Completed ticks: 994 Passengers seated: 274/274 Average waiting ticks: 450.75 Longest waiting passenger: P162->5H(RIGHT) Longest waiting ticks: 969 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2061 Maximum occupied tiles: 16 Seat events: 132 Single-blocker events: 29 Multiple-blocker events: 15 Temporary aisle reoccupations: 59 RIGHT AISLE ----------- Total moves: 2167 Maximum occupied tiles: 17 Seat events: 142 Single-blocker events: 41 Multiple-blocker events: 13 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 93 Reservations granted: 92 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8790 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9805 Total stationary ticks: 131302 Seat-event requests: 279 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 571 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 571 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 280\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 28 | standardDataset=274/274 (100.00%) | geographicDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | geographicWorse=false | standardFamily=COMPLETE_CABIN | geographicFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 17 DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS ============================================================ Date/Time: 2026-07-16 18:53:40 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 29 Scenario seed: 8058727884467314553 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.39% Blocker-prone seat share (topology component): 67.52% Aisle-assignment balance: 95.62% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2418 Passengers seated: 258/274 Average waiting ticks: 468.27 Longest waiting passenger: P89->18D(RIGHT) Longest waiting ticks: 2380 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 24 Cluster candidates evaluated: 47 Executable cluster candidates: 10 Rejected cluster candidates: 37 Cluster selections: 6 Cluster-selected events started: 6 Largest detected cluster: 16 Selected release potential total: 26 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1839 Regions dissolved: 2 Repeated reconstructions avoided: 1839 Largest region lifetime: 1771 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1771:occupied=16 Confirmation deferral ticks: 5 Regions reaching confirmation: 3 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1566 State changes reopening evaluation: 21 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2020 Maximum occupied tiles: 14 Seat events: 131 Single-blocker events: 43 Multiple-blocker events: 8 Temporary aisle reoccupations: 59 RIGHT AISLE ----------- Total moves: 2227 Maximum occupied tiles: 22 Seat events: 127 Single-blocker events: 40 Multiple-blocker events: 10 Temporary aisle reoccupations: 60 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1630 Reservations granted: 1627 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 12 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 19602 Longest unresolved passenger ID: 90 Longest unresolved row: 32 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 9 Longest dependency chain: P137(25E/RIGHT) -> P94(27G/RIGHT) -> P190(24F/RIGHT) -> P24(25I/RIGHT) -> P88(28D/RIGHT) -> P102(27F/RIGHT) -> P87(31H/RIGHT) -> P184(31D/RIGHT) -> P20(28I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 137 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 12 Total blocked ticks: 32482 Total stationary ticks: 151925 Seat-event requests: 1882 Failed seat-event starts: 1624 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 20 Critical blocker identity: P20->28I(RIGHT) Direct fan-out: 1 Total indirect descendants: 8 Critical tree size including blocker: 9 Critical tree depth: 9 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 16 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 7 Critical blocker tree: P20(28I/RIGHT/WAITING_FOR_SEAT_EVENT) P184(31D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P87(31H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P102(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P88(28D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P24(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P190(24F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P94(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P137(25E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1605 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 29|30 Critical blocker unavailable yield tiles: 29|30 Critical blocker yield-tile occupants: 13|153 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 3 Yield-tile occupied failures: 1605 Rear-boundary failures: 19 Middle-bank reservation failures: 3 Active-event deferrals: 1075 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 2 Trace length: 2 Yield-occupant trace: yieldOccupant[13]: P13(31G/RIGHT/MOVING_IN_AISLE@tile29) -> P153(30E/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[153]: P153(30E/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P153->30E(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P13{seat=31G,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=29,directBlocker=153,lastMoveTick=698,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P153{seat=30E,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=648,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 29|30 Current unavailable yield tiles: 29|30 Current yield-tile occupants: 13|153 Final row-event chain: 20|13|153 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 4 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1880\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 7\nOccupied-space rejections: 3201\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 17 DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS ============================================================ Date/Time: 2026-07-16 18:53:40 Experiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 29 Scenario seed: 8058727884467314553 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET Row-zone concentration (diagnostic control): 31.39% Blocker-prone seat share (topology component): 67.52% Aisle-assignment balance: 95.62% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2405 Passengers seated: 167/274 Average waiting ticks: 924.53 Longest waiting passenger: P1->1D(RIGHT) Longest waiting ticks: 2405 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 31 Cluster candidates evaluated: 60 Executable cluster candidates: 0 Rejected cluster candidates: 60 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 32 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2156 Regions dissolved: 0 Repeated reconstructions avoided: 2156 Largest region lifetime: 2157 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2157:occupied=32 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 2098 State changes reopening evaluation: 30 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2020 Maximum occupied tiles: 17 Seat events: 131 Single-blocker events: 42 Multiple-blocker events: 4 Temporary aisle reoccupations: 50 RIGHT AISLE ----------- Total moves: 1394 Maximum occupied tiles: 32 Seat events: 36 Single-blocker events: 12 Multiple-blocker events: 2 Temporary aisle reoccupations: 16 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 64 Reservations granted: 64 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 75 Remaining moving in aisle: 29 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 61669 Longest unresolved passenger ID: 1 Longest unresolved row: 1 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 28 Longest dependency chain: P0(16I/RIGHT) -> P55(19I/RIGHT) -> P104(20H/RIGHT) -> P28(17G/RIGHT) -> P86(17I/RIGHT) -> P245(21G/RIGHT) -> P208(12E/RIGHT) -> P36(21I/RIGHT) -> P215(14G/RIGHT) -> P269(19F/RIGHT) -> P132(14F/RIGHT) -> P224(20D/RIGHT) -> P79(16G/RIGHT) -> P188(21E/RIGHT) -> P16(22G/RIGHT) -> P3(20F/RIGHT) -> P148(19G/RIGHT) -> P140(22I/RIGHT) -> P59(27H/RIGHT) -> P137(25E/RIGHT) -> P94(27G/RIGHT) -> P190(24F/RIGHT) -> P24(25I/RIGHT) -> P88(28D/RIGHT) -> P102(27F/RIGHT) -> P87(31H/RIGHT) -> P184(31D/RIGHT) -> P20(28I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 0 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 29 Total blocked ticks: 74879 Total stationary ticks: 320561 Seat-event requests: 2309 Failed seat-event starts: 2142 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 20 Critical blocker identity: P20->28I(RIGHT) Direct fan-out: 1 Total indirect descendants: 27 Critical tree size including blocker: 28 Critical tree depth: 28 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 32 Unresolved outside passengers: 75 Unresolved internal passengers outside critical tree: 4 Critical blocker tree: P20(28I/RIGHT/WAITING_FOR_SEAT_EVENT) P184(31D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P87(31H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P102(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P88(28D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P24(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P190(24F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P94(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P137(25E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P59(27H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P140(22I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P148(19G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P3(20F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P16(22G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P188(21E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P79(16G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P224(20D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P132(14F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P269(19F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P215(14G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P36(21I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P208(12E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P245(21G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P86(17I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P28(17G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P104(20H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P55(19I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P0(16I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 2134 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 29|30 Critical blocker unavailable yield tiles: 29|30 Critical blocker yield-tile occupants: 13|153 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 2134 Rear-boundary failures: 8 Middle-bank reservation failures: 0 Active-event deferrals: 380 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 2 Trace length: 2 Yield-occupant trace: yieldOccupant[13]: P13(31G/RIGHT/MOVING_IN_AISLE@tile29) -> P153(30E/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[153]: P153(30E/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P153->30E(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P13{seat=31G,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=29,directBlocker=153,lastMoveTick=252,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P153{seat=30E,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=244,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 29|30 Current unavailable yield tiles: 29|30 Current yield-tile occupants: 13|153 Final row-event chain: 20|13|153 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2309\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 4290\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 29 | standardDataset=258/274 (94.16%) | geographicDataset=167/274 (60.95%) | seatedDelta=-91 | completionDelta=-33.21% | outsideDelta=+75 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | geographicWorse=true | standardFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL | geographicFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 17 DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS ============================================================ Date/Time: 2026-07-16 18:53:40 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 30 Scenario seed: 4796178364709272712 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 288 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.78% Blocker-prone seat share (topology component): 60.07% Aisle-assignment balance: 97.22% OUTCOME ------- Status: SUCCESS Completed ticks: 1073 Passengers seated: 288/288 Average waiting ticks: 486.26 Longest waiting passenger: P242->22A(LEFT) Longest waiting ticks: 1020 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles24-27:occupied=3:anchor=P272:selected=P258:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 13 Regions dissolved: 1 Repeated reconstructions avoided: 13 Largest region lifetime: 14 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=14 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2587 Maximum occupied tiles: 13 Seat events: 148 Single-blocker events: 40 Multiple-blocker events: 17 Temporary aisle reoccupations: 77 RIGHT AISLE ----------- Total moves: 2427 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 36 Multiple-blocker events: 18 Temporary aisle reoccupations: 73 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 124 Reservations granted: 120 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6089 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7510 Total stationary ticks: 145204 Seat-event requests: 303 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 751 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 751 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 306\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 17 DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS ============================================================ Date/Time: 2026-07-16 18:53:40 Experiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 1783790101901 Scenario number: 30 Scenario seed: 4796178364709272712 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 288 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET Row-zone concentration (diagnostic control): 27.78% Blocker-prone seat share (topology component): 60.07% Aisle-assignment balance: 97.22% OUTCOME ------- Status: SUCCESS Completed ticks: 1059 Passengers seated: 288/288 Average waiting ticks: 483.61 Longest waiting passenger: P106->12D(LEFT) Longest waiting ticks: 1027 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 5 Last cluster decision: RIGHT:tiles4-7:occupied=3:anchor=P164:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 47 Regions dissolved: 3 Repeated reconstructions avoided: 47 Largest region lifetime: 21 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=16 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2587 Maximum occupied tiles: 19 Seat events: 148 Single-blocker events: 42 Multiple-blocker events: 17 Temporary aisle reoccupations: 80 RIGHT AISLE ----------- Total moves: 2427 Maximum occupied tiles: 19 Seat events: 140 Single-blocker events: 35 Multiple-blocker events: 17 Temporary aisle reoccupations: 70 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 120 Reservations granted: 120 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 9787 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 10914 Total stationary ticks: 148051 Seat-event requests: 305 Failed seat-event starts: 17 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 586 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 17 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 586 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 9\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 30 | standardDataset=288/288 (100.00%) | geographicDataset=288/288 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | geographicWorse=false | standardFamily=COMPLETE_CABIN | geographicFamily=COMPLETE_CABIN ************************************************************ BATCH EXPERIMENT SUMMARY RESEARCH EXPERIMENT 17 DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS ************************************************************ Experiment seed: 1783790101901 Scenarios executed: 60 Successful completions: 46 Incomplete/MAX_TICKS: 14 Average completed ticks: 1263.43 Average waiting ticks: 468.39 ************************************************************ ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 18 FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES ============================================================ Date/Time: 2026-07-16 21:41:57 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1883790101901 Scenario number: 1 Scenario seed: 7068972245304698706 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.77% Blocker-prone seat share (topology component): 74.56% Aisle-assignment balance: 96.49% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2336 Passengers seated: 225/228 Average waiting ticks: 385.90 Longest waiting passenger: P175->23F(LEFT) Longest waiting ticks: 2283 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: RIGHT:tiles11-14:occupied=3:anchor=P104:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 32 Regions dissolved: 2 Repeated reconstructions avoided: 32 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=11 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1704 Maximum occupied tiles: 11 Seat events: 107 Single-blocker events: 25 Multiple-blocker events: 9 Temporary aisle reoccupations: 46 RIGHT AISLE ----------- Total moves: 1604 Maximum occupied tiles: 11 Seat events: 118 Single-blocker events: 40 Multiple-blocker events: 9 Temporary aisle reoccupations: 59 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1706 Reservations granted: 1699 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4312 Longest unresolved passenger ID: 95 Longest unresolved row: 30 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P95(30E/LEFT) -> P158(27C/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 95 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 10163 Total stationary ticks: 93252 Seat-event requests: 1812 Failed seat-event starts: 1587 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 158 Critical blocker identity: P158->27C(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P158(27C/LEFT/WAITING_FOR_SEAT_EVENT) P95(30E/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1587 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1587 Rear-boundary failures: 0 Middle-bank reservation failures: 7 Active-event deferrals: 521 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_SPACE_AVAILABLE Final snapshot prerequisite: YIELD_SPACE_AVAILABLE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: YIELD_SPACE_AVAILABLE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1818\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 1589\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 18 FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES ============================================================ Date/Time: 2026-07-16 21:41:57 Experiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET Frozen architecture enabled: true Experiment seed: 1883790101901 Scenario number: 1 Scenario seed: 7068972245304698706 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET Row-zone concentration (diagnostic control): 33.77% Blocker-prone seat share (topology component): 74.56% Aisle-assignment balance: 96.49% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2303 Passengers seated: 225/228 Average waiting ticks: 387.90 Longest waiting passenger: P207->29D(RIGHT) Longest waiting ticks: 2229 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 2 Executable cluster candidates: 0 Rejected cluster candidates: 2 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2188 Regions dissolved: 0 Repeated reconstructions avoided: 2188 Largest region lifetime: 2189 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2189:occupied=3 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1668 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1708 Maximum occupied tiles: 18 Seat events: 110 Single-blocker events: 28 Multiple-blocker events: 13 Temporary aisle reoccupations: 59 RIGHT AISLE ----------- Total moves: 1604 Maximum occupied tiles: 18 Seat events: 115 Single-blocker events: 34 Multiple-blocker events: 6 Temporary aisle reoccupations: 47 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1806 Reservations granted: 1785 Reservations denied/waited: 21 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7997 Longest unresolved passenger ID: 19 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 1 Longest dependency chain: P19(30H/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 19 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 15446 Total stationary ticks: 95752 Seat-event requests: 1898 Failed seat-event starts: 1673 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 19 Critical blocker identity: P19->30H(RIGHT) Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 1 Critical tree depth: 1 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P19(30H/RIGHT/WAITING_FOR_SEAT_EVENT) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1672 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1672 Rear-boundary failures: 1 Middle-bank reservation failures: 21 Active-event deferrals: 1588 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 1 Current required yield tiles: 31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1920\nPrecedence substitutions made: 6\nDependency chains followed: 1682\nBlocked by waiting-row occupant: 3357\nSubstituted events started: 6\nOccupied-space rejections: 6816\nMaximum scheduling-chain depth: 3\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 01 | standardDataset=225/228 (98.68%) | fineZoneDataset=225/228 (98.68%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | fineZoneWorse=false | standardFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL | fineZoneFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 18 FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES ============================================================ Date/Time: 2026-07-16 21:41:57 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1883790101901 Scenario number: 2 Scenario seed: 7556267103684473801 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 26.47% Blocker-prone seat share (topology component): 60.46% Aisle-assignment balance: 98.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1095 Passengers seated: 306/306 Average waiting ticks: 502.15 Longest waiting passenger: P182->14H(RIGHT) Longest waiting ticks: 1048 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2617 Maximum occupied tiles: 13 Seat events: 150 Single-blocker events: 47 Multiple-blocker events: 16 Temporary aisle reoccupations: 83 RIGHT AISLE ----------- Total moves: 2815 Maximum occupied tiles: 14 Seat events: 156 Single-blocker events: 40 Multiple-blocker events: 19 Temporary aisle reoccupations: 81 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 129 Reservations granted: 129 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6757 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8261 Total stationary ticks: 159552 Seat-event requests: 315 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 705 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 705 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 315\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 18 FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES ============================================================ Date/Time: 2026-07-16 21:41:57 Experiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET Frozen architecture enabled: true Experiment seed: 1883790101901 Scenario number: 2 Scenario seed: 7556267103684473801 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET Row-zone concentration (diagnostic control): 26.47% Blocker-prone seat share (topology component): 60.46% Aisle-assignment balance: 98.04% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2542 Passengers seated: 169/306 Average waiting ticks: 1124.98 Longest waiting passenger: P0->17H(RIGHT) Longest waiting ticks: 2542 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 30 Cluster candidates evaluated: 90 Executable cluster candidates: 0 Rejected cluster candidates: 90 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 36 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2377 Regions dissolved: 0 Repeated reconstructions avoided: 2377 Largest region lifetime: 2378 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2378:occupied=36 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 2341 State changes reopening evaluation: 29 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2617 Maximum occupied tiles: 21 Seat events: 150 Single-blocker events: 44 Multiple-blocker events: 11 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 1241 Maximum occupied tiles: 36 Seat events: 19 Single-blocker events: 3 Multiple-blocker events: 1 Temporary aisle reoccupations: 5 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 67 Reservations granted: 67 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 101 Remaining moving in aisle: 32 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 75597 Longest unresolved passenger ID: 0 Longest unresolved row: 17 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 33 Longest dependency chain: P131(22H/RIGHT) -> P20(21D/RIGHT) -> P33(24G/RIGHT) -> P99(24E/RIGHT) -> P141(21F/RIGHT) -> P75(29J/RIGHT) -> P60(26I/RIGHT) -> P132(27H/RIGHT) -> P144(31E/RIGHT) -> P9(29H/RIGHT) -> P303(29F/RIGHT) -> P266(29I/RIGHT) -> P102(29D/RIGHT) -> P193(31I/RIGHT) -> P108(27I/RIGHT) -> P297(31G/RIGHT) -> P97(30I/RIGHT) -> P294(26F/RIGHT) -> P150(31J/RIGHT) -> P176(29E/RIGHT) -> P14(26D/RIGHT) -> P252(30E/RIGHT) -> P96(27J/RIGHT) -> P156(28I/RIGHT) -> P243(28D/RIGHT) -> P44(28H/RIGHT) -> P85(30J/RIGHT) -> P224(30G/RIGHT) -> P115(31H/RIGHT) -> P58(33E/RIGHT) -> P62(34D/RIGHT) -> P256(33H/RIGHT) -> P221(33J/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 131 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 32 Total blocked ticks: 93176 Total stationary ticks: 426748 Seat-event requests: 2548 Failed seat-event starts: 2379 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 221 Critical blocker identity: P221->33J(RIGHT) Direct fan-out: 1 Total indirect descendants: 32 Critical tree size including blocker: 33 Critical tree depth: 33 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 36 Unresolved outside passengers: 101 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P221(33J/RIGHT/WAITING_FOR_SEAT_EVENT) P256(33H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P62(34D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P58(33E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P115(31H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P224(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P85(30J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P44(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P243(28D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P156(28I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P96(27J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P252(30E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P14(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P176(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P150(31J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P294(26F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P97(30I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P297(31G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P108(27I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P193(31I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P102(29D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P266(29I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P303(29F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P9(29H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P144(31E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P132(27H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P60(26I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P75(29J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P141(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P99(24E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P33(24G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P20(21D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P131(22H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 2378 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 34 Critical blocker unavailable yield tiles: 34 Critical blocker yield-tile occupants: 165 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 4 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 2378 Rear-boundary failures: 1 Middle-bank reservation failures: 0 Active-event deferrals: 298 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[165]: P165(34I/RIGHT/WAITING_AT_ROW@tile34) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P165->34I(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P165{seat=34I,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=34,directBlocker=-1,lastMoveTick=157,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 34 Current unavailable yield tiles: 34 Current yield-tile occupants: 165 Final row-event chain: 221|165 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 4 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2548\nPrecedence substitutions made: 2\nDependency chains followed: 2378\nBlocked by waiting-row occupant: 7127\nSubstituted events started: 1\nOccupied-space rejections: 16690\nMaximum scheduling-chain depth: 4\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 02 | standardDataset=306/306 (100.00%) | fineZoneDataset=169/306 (55.23%) | seatedDelta=-137 | completionDelta=-44.77% | outsideDelta=+101 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | fineZoneWorse=true | standardFamily=COMPLETE_CABIN | fineZoneFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 18 FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES ============================================================ Date/Time: 2026-07-16 21:41:57 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1883790101901 Scenario number: 3 Scenario seed: 1604688892242996147 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 93.62% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2365 Passengers seated: 232/235 Average waiting ticks: 401.54 Longest waiting passenger: P35->27C(RIGHT) Longest waiting ticks: 2316 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1532 Regions dissolved: 1 Repeated reconstructions avoided: 1532 Largest region lifetime: 1521 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: TRACK:R2:age=1521:localMembers=2 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1545 Maximum occupied tiles: 10 Seat events: 110 Single-blocker events: 25 Multiple-blocker events: 10 Temporary aisle reoccupations: 46 RIGHT AISLE ----------- Total moves: 1828 Maximum occupied tiles: 11 Seat events: 122 Single-blocker events: 28 Multiple-blocker events: 10 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1663 Reservations granted: 1660 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4033 Longest unresolved passenger ID: 35 Longest unresolved row: 27 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P178(28G/RIGHT) -> P35(27C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 178 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 9817 Total stationary ticks: 99214 Seat-event requests: 1775 Failed seat-event starts: 1543 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 35 Critical blocker identity: P35->27C(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P35(27C/RIGHT/WAITING_FOR_SEAT_EVENT) P178(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1543 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 28|29|30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 104 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1543 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 649 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[104]: P104(30C/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P104->30C(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P104{seat=30C,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=757,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 28|29|30 Current unavailable yield tiles: 30 Current yield-tile occupants: 104 Final row-event chain: 35|104 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1778\nPrecedence substitutions made: 2\nDependency chains followed: 1534\nBlocked by waiting-row occupant: 1534\nSubstituted events started: 2\nOccupied-space rejections: 1544\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 18 FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES ============================================================ Date/Time: 2026-07-16 21:41:57 Experiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET Frozen architecture enabled: true Experiment seed: 1883790101901 Scenario number: 3 Scenario seed: 1604688892242996147 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 93.62% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2262 Passengers seated: 127/235 Average waiting ticks: 970.92 Longest waiting passenger: P7->16G(RIGHT) Longest waiting ticks: 2262 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 30 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 27 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2117 Regions dissolved: 0 Repeated reconstructions avoided: 2117 Largest region lifetime: 2118 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2118:occupied=27 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 2081 State changes reopening evaluation: 29 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1545 Maximum occupied tiles: 16 Seat events: 110 Single-blocker events: 23 Multiple-blocker events: 3 Temporary aisle reoccupations: 29 RIGHT AISLE ----------- Total moves: 834 Maximum occupied tiles: 28 Seat events: 17 Single-blocker events: 4 Multiple-blocker events: 0 Temporary aisle reoccupations: 4 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 2177 Reservations granted: 2177 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 80 Remaining moving in aisle: 26 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 54692 Longest unresolved passenger ID: 7 Longest unresolved row: 16 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 27 Longest dependency chain: P51(19C/RIGHT) -> P56(21D/RIGHT) -> P224(21H/RIGHT) -> P67(17H/RIGHT) -> P221(19H/RIGHT) -> P8(18H/RIGHT) -> P218(20H/RIGHT) -> P214(25G/RIGHT) -> P162(26F/RIGHT) -> P52(24E/RIGHT) -> P199(23E/RIGHT) -> P69(25E/RIGHT) -> P125(26C/RIGHT) -> P146(24D/RIGHT) -> P0(22H/RIGHT) -> P2(23G/RIGHT) -> P5(24G/RIGHT) -> P165(25H/RIGHT) -> P14(26H/RIGHT) -> P11(25C/RIGHT) -> P187(22F/RIGHT) -> P76(24H/RIGHT) -> P95(26G/RIGHT) -> P149(26E/RIGHT) -> P47(26D/RIGHT) -> P178(28G/RIGHT) -> P35(27C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 51 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 26 Total blocked ticks: 63889 Total stationary ticks: 287062 Seat-event requests: 2243 Failed seat-event starts: 2116 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 35 Critical blocker identity: P35->27C(RIGHT) Direct fan-out: 1 Total indirect descendants: 26 Critical tree size including blocker: 27 Critical tree depth: 27 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 28 Unresolved outside passengers: 80 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P35(27C/RIGHT/WAITING_FOR_SEAT_EVENT) P178(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P47(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P149(26E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P95(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P76(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P187(22F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P11(25C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P14(26H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P165(25H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P5(24G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P2(23G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P0(22H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P146(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P125(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P69(25E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P199(23E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P52(24E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P162(26F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P214(25G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P218(20H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P8(18H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P221(19H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P67(17H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P224(21H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P56(21D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P51(19C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 2116 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 28|29|30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 104 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 2116 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 165 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[104]: P104(30C/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P104->30C(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P104{seat=30C,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=132,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 28|29|30 Current unavailable yield tiles: 30 Current yield-tile occupants: 104 Final row-event chain: 35|104 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2243\nPrecedence substitutions made: 0\nDependency chains followed: 2116\nBlocked by waiting-row occupant: 2116\nSubstituted events started: 1\nOccupied-space rejections: 2116\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 03 | standardDataset=232/235 (98.72%) | fineZoneDataset=127/235 (54.04%) | seatedDelta=-105 | completionDelta=-44.68% | outsideDelta=+80 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | fineZoneWorse=true | standardFamily=LINKED_ROW_EVENT_CHAIN | fineZoneFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 18 FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES ============================================================ Date/Time: 2026-07-16 21:41:57 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1883790101901 Scenario number: 4 Scenario seed: -299544927857538173 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 99.02% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2225 Passengers seated: 202/204 Average waiting ticks: 343.71 Longest waiting passenger: P121->29D(RIGHT) Longest waiting ticks: 2171 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1507 Maximum occupied tiles: 11 Seat events: 101 Single-blocker events: 25 Multiple-blocker events: 5 Temporary aisle reoccupations: 37 RIGHT AISLE ----------- Total moves: 1501 Maximum occupied tiles: 10 Seat events: 101 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 49 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1639 Reservations granted: 1638 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3566 Longest unresolved passenger ID: 65 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P65(30H/RIGHT) -> P121(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 65 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 7637 Total stationary ticks: 74594 Seat-event requests: 1741 Failed seat-event starts: 1539 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 121 Critical blocker identity: P121->29D(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P121(29D/RIGHT/WAITING_FOR_SEAT_EVENT) P65(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1536 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 3 Rear-boundary failures: 1536 Middle-bank reservation failures: 1 Active-event deferrals: 548 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1742\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 7\nSubstituted events started: 8\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 3\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 18 FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES ============================================================ Date/Time: 2026-07-16 21:41:57 Experiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET Frozen architecture enabled: true Experiment seed: 1883790101901 Scenario number: 4 Scenario seed: -299544927857538173 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 99.02% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2208 Passengers seated: 202/204 Average waiting ticks: 332.61 Longest waiting passenger: P121->29D(RIGHT) Longest waiting ticks: 2124 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1507 Maximum occupied tiles: 17 Seat events: 101 Single-blocker events: 26 Multiple-blocker events: 7 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1501 Maximum occupied tiles: 17 Seat events: 101 Single-blocker events: 28 Multiple-blocker events: 8 Temporary aisle reoccupations: 44 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1751 Reservations granted: 1742 Reservations denied/waited: 9 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6994 Longest unresolved passenger ID: 65 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P65(30H/RIGHT) -> P121(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 65 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 11833 Total stationary ticks: 76190 Seat-event requests: 1845 Failed seat-event starts: 1643 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 121 Critical blocker identity: P121->29D(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P121(29D/RIGHT/WAITING_FOR_SEAT_EVENT) P65(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1642 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1 Rear-boundary failures: 1642 Middle-bank reservation failures: 9 Active-event deferrals: 709 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1854\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 04 | standardDataset=202/204 (99.02%) | fineZoneDataset=202/204 (99.02%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | fineZoneWorse=false | standardFamily=REAR_BOUNDARY_LOCK | fineZoneFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 18 FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES ============================================================ Date/Time: 2026-07-16 21:41:57 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1883790101901 Scenario number: 5 Scenario seed: 1210463175603792630 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.87% Blocker-prone seat share (topology component): 75.46% Aisle-assignment balance: 92.59% OUTCOME ------- Status: SUCCESS Completed ticks: 818 Passengers seated: 216/216 Average waiting ticks: 354.91 Longest waiting passenger: P182->6F(LEFT) Longest waiting ticks: 779 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 6 Selected release potential total: 5 Last cluster decision: LEFT:tiles13-17:occupied=5:anchor=P20:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 27 Regions dissolved: 1 Repeated reconstructions avoided: 27 Largest region lifetime: 28 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=28 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1698 Maximum occupied tiles: 12 Seat events: 116 Single-blocker events: 25 Multiple-blocker events: 13 Temporary aisle reoccupations: 53 RIGHT AISLE ----------- Total moves: 1482 Maximum occupied tiles: 12 Seat events: 100 Single-blocker events: 28 Multiple-blocker events: 3 Temporary aisle reoccupations: 35 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 115 Reservations granted: 111 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3832 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4949 Total stationary ticks: 79899 Seat-event requests: 225 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 562 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 562 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 228\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 5\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 18 FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES ============================================================ Date/Time: 2026-07-16 21:41:57 Experiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET Frozen architecture enabled: true Experiment seed: 1883790101901 Scenario number: 5 Scenario seed: 1210463175603792630 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET Row-zone concentration (diagnostic control): 32.87% Blocker-prone seat share (topology component): 75.46% Aisle-assignment balance: 92.59% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2197 Passengers seated: 127/216 Average waiting ticks: 847.15 Longest waiting passenger: P0->13E(LEFT) Longest waiting ticks: 2197 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 21 Cluster candidates evaluated: 42 Executable cluster candidates: 0 Rejected cluster candidates: 42 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 26 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1974 Regions dissolved: 0 Repeated reconstructions avoided: 1974 Largest region lifetime: 1975 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1975:occupied=26 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1952 State changes reopening evaluation: 20 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1044 Maximum occupied tiles: 27 Seat events: 27 Single-blocker events: 3 Multiple-blocker events: 1 Temporary aisle reoccupations: 5 RIGHT AISLE ----------- Total moves: 1482 Maximum occupied tiles: 16 Seat events: 100 Single-blocker events: 20 Multiple-blocker events: 1 Temporary aisle reoccupations: 22 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 2056 Reservations granted: 2053 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 62 Remaining moving in aisle: 23 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 45319 Longest unresolved passenger ID: 0 Longest unresolved row: 13 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 24 Longest dependency chain: P12(21E/LEFT) -> P152(18A/LEFT) -> P60(21D/LEFT) -> P66(18D/LEFT) -> P135(18B/LEFT) -> P121(19A/LEFT) -> P72(18C/LEFT) -> P31(17F/LEFT) -> P189(18E/LEFT) -> P164(17A/LEFT) -> P13(20B/LEFT) -> P162(21A/LEFT) -> P119(17E/LEFT) -> P215(21F/LEFT) -> P80(20A/LEFT) -> P17(19B/LEFT) -> P129(26C/LEFT) -> P19(22C/LEFT) -> P193(26D/LEFT) -> P175(25C/LEFT) -> P186(22D/LEFT) -> P188(24B/LEFT) -> P88(24C/LEFT) -> P194(24F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 12 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 23 Total blocked ticks: 58762 Total stationary ticks: 232812 Seat-event requests: 2131 Failed seat-event starts: 2004 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 194 Critical blocker identity: P194->24F(LEFT) Direct fan-out: 1 Total indirect descendants: 23 Critical tree size including blocker: 24 Critical tree depth: 24 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 27 Unresolved outside passengers: 62 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P194(24F/LEFT/WAITING_FOR_SEAT_EVENT) P88(24C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P188(24B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P186(22D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P175(25C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P193(26D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P19(22C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P129(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P17(19B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P80(20A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P215(21F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P119(17E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P162(21A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P13(20B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P164(17A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P189(18E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P31(17F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P72(18C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P121(19A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P135(18B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P66(18D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P60(21D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P152(18A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P12(21E/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 2004 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 25|26 Critical blocker unavailable yield tiles: 26 Critical blocker yield-tile occupants: 203 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 2004 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 333 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[203]: P203(26A/LEFT/WAITING_AT_ROW@tile26) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P203->26A(LEFT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P203{seat=26A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=26,directBlocker=-1,lastMoveTick=200,reason=WAITING_FOR_SEAT_EVENT,prerequisite=YIELD_TILE_OCCUPIED} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 25|26 Current unavailable yield tiles: 26 Current yield-tile occupants: 203 Final row-event chain: 194|203 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 4 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2134\nPrecedence substitutions made: 2\nDependency chains followed: 2006\nBlocked by waiting-row occupant: 5966\nSubstituted events started: 3\nOccupied-space rejections: 13929\nMaximum scheduling-chain depth: 4\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 05 | standardDataset=216/216 (100.00%) | fineZoneDataset=127/216 (58.80%) | seatedDelta=-89 | completionDelta=-41.20% | outsideDelta=+62 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | fineZoneWorse=true | standardFamily=COMPLETE_CABIN | fineZoneFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 18 FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES ============================================================ Date/Time: 2026-07-16 21:41:58 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1883790101901 Scenario number: 6 Scenario seed: 772472445891786291 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.48% Blocker-prone seat share (topology component): 67.15% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 968 Passengers seated: 274/274 Average waiting ticks: 446.45 Longest waiting passenger: P126->3A(LEFT) Longest waiting ticks: 923 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 8 Selected release potential total: 7 Last cluster decision: RIGHT:tiles10-17:occupied=7:anchor=P81:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 46 Regions dissolved: 1 Repeated reconstructions avoided: 46 Largest region lifetime: 47 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=47 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2139 Maximum occupied tiles: 13 Seat events: 137 Single-blocker events: 33 Multiple-blocker events: 17 Temporary aisle reoccupations: 67 RIGHT AISLE ----------- Total moves: 2077 Maximum occupied tiles: 16 Seat events: 137 Single-blocker events: 33 Multiple-blocker events: 18 Temporary aisle reoccupations: 69 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 98 Reservations granted: 98 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6062 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7391 Total stationary ticks: 127604 Seat-event requests: 290 Failed seat-event starts: 16 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 622 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 16 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 622 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 289\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 18 FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES ============================================================ Date/Time: 2026-07-16 21:41:58 Experiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET Frozen architecture enabled: true Experiment seed: 1883790101901 Scenario number: 6 Scenario seed: 772472445891786291 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET Row-zone concentration (diagnostic control): 32.48% Blocker-prone seat share (topology component): 67.15% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 953 Passengers seated: 274/274 Average waiting ticks: 442.17 Longest waiting passenger: P126->3A(LEFT) Longest waiting ticks: 948 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2139 Maximum occupied tiles: 18 Seat events: 137 Single-blocker events: 32 Multiple-blocker events: 18 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 2077 Maximum occupied tiles: 18 Seat events: 137 Single-blocker events: 34 Multiple-blocker events: 17 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 92 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 10083 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 11023 Total stationary ticks: 130271 Seat-event requests: 280 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 454 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 7 Active-event deferrals: 454 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 288\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 8\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 06 | standardDataset=274/274 (100.00%) | fineZoneDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | fineZoneWorse=false | standardFamily=COMPLETE_CABIN | fineZoneFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 18 FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES ============================================================ Date/Time: 2026-07-16 21:41:58 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1883790101901 Scenario number: 7 Scenario seed: 8785471615939536765 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 29.57% Blocker-prone seat share (topology component): 66.09% Aisle-assignment balance: 97.39% OUTCOME ------- Status: SUCCESS Completed ticks: 840 Passengers seated: 230/230 Average waiting ticks: 372.63 Longest waiting passenger: P197->30A(LEFT) Longest waiting ticks: 773 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1825 Maximum occupied tiles: 14 Seat events: 118 Single-blocker events: 36 Multiple-blocker events: 7 Temporary aisle reoccupations: 50 RIGHT AISLE ----------- Total moves: 1821 Maximum occupied tiles: 11 Seat events: 112 Single-blocker events: 30 Multiple-blocker events: 9 Temporary aisle reoccupations: 48 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 74 Reservations granted: 74 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4747 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5774 Total stationary ticks: 89825 Seat-event requests: 237 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 468 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 468 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 237\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 18 FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES ============================================================ Date/Time: 2026-07-16 21:41:58 Experiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET Frozen architecture enabled: true Experiment seed: 1883790101901 Scenario number: 7 Scenario seed: 8785471615939536765 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET Row-zone concentration (diagnostic control): 29.57% Blocker-prone seat share (topology component): 66.09% Aisle-assignment balance: 97.39% OUTCOME ------- Status: SUCCESS Completed ticks: 820 Passengers seated: 230/230 Average waiting ticks: 364.77 Longest waiting passenger: P152->2F(LEFT) Longest waiting ticks: 812 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1825 Maximum occupied tiles: 17 Seat events: 118 Single-blocker events: 34 Multiple-blocker events: 8 Temporary aisle reoccupations: 50 RIGHT AISLE ----------- Total moves: 1821 Maximum occupied tiles: 18 Seat events: 112 Single-blocker events: 30 Multiple-blocker events: 9 Temporary aisle reoccupations: 48 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 80 Reservations granted: 73 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8717 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9536 Total stationary ticks: 91850 Seat-event requests: 232 Failed seat-event starts: 2 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 390 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 2 Rear-boundary failures: 0 Middle-bank reservation failures: 7 Active-event deferrals: 390 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 240\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 5\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 07 | standardDataset=230/230 (100.00%) | fineZoneDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | fineZoneWorse=false | standardFamily=COMPLETE_CABIN | fineZoneFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 18 FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES ============================================================ Date/Time: 2026-07-16 21:41:58 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1883790101901 Scenario number: 8 Scenario seed: -7115387114419863781 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.39% Blocker-prone seat share (topology component): 66.42% Aisle-assignment balance: 96.35% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2424 Passengers seated: 261/274 Average waiting ticks: 469.82 Longest waiting passenger: P14->25H(RIGHT) Longest waiting ticks: 2394 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 11 Cluster candidates evaluated: 32 Executable cluster candidates: 0 Rejected cluster candidates: 32 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 13 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1672 Regions dissolved: 0 Repeated reconstructions avoided: 1672 Largest region lifetime: 1673 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1673:occupied=13 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1542 State changes reopening evaluation: 10 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2051 Maximum occupied tiles: 12 Seat events: 132 Single-blocker events: 42 Multiple-blocker events: 11 Temporary aisle reoccupations: 64 RIGHT AISLE ----------- Total moves: 2120 Maximum occupied tiles: 20 Seat events: 129 Single-blocker events: 34 Multiple-blocker events: 11 Temporary aisle reoccupations: 56 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 110 Reservations granted: 106 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 9 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 14738 Longest unresolved passenger ID: 196 Longest unresolved row: 32 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 8 Longest dependency chain: P70(26G/RIGHT) -> P168(30H/RIGHT) -> P41(29H/RIGHT) -> P54(28I/RIGHT) -> P117(32H/RIGHT) -> P63(29G/RIGHT) -> P201(27H/RIGHT) -> P14(25H/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 70 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 9 Total blocked ticks: 27365 Total stationary ticks: 147414 Seat-event requests: 1841 Failed seat-event starts: 1580 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 14 Critical blocker identity: P14->25H(RIGHT) Direct fan-out: 1 Total indirect descendants: 7 Critical tree size including blocker: 8 Critical tree depth: 8 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 13 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 5 Critical blocker tree: P14(25H/RIGHT/WAITING_FOR_SEAT_EVENT) P201(27H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P63(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P117(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P54(28I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P41(29H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P168(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P70(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1564 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 26 Critical blocker unavailable yield tiles: 26 Critical blocker yield-tile occupants: 101 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1564 Rear-boundary failures: 16 Middle-bank reservation failures: 4 Active-event deferrals: 959 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[101]: P101(31E/RIGHT/MOVING_IN_AISLE@tile26) -> P256(27D/RIGHT/WAITING_AT_ROW@tile27) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P256->27D(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P101{seat=31E,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=26,directBlocker=256,lastMoveTick=809,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 26 Current unavailable yield tiles: 26 Current yield-tile occupants: 101 Final row-event chain: 14|101|256 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 4 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1845\nPrecedence substitutions made: 3\nDependency chains followed: 20\nBlocked by waiting-row occupant: 20\nSubstituted events started: 5\nOccupied-space rejections: 3205\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 18 FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES ============================================================ Date/Time: 2026-07-16 21:41:58 Experiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET Frozen architecture enabled: true Experiment seed: 1883790101901 Scenario number: 8 Scenario seed: -7115387114419863781 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET Row-zone concentration (diagnostic control): 31.39% Blocker-prone seat share (topology component): 66.42% Aisle-assignment balance: 96.35% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2380 Passengers seated: 137/274 Average waiting ticks: 1097.03 Longest waiting passenger: P1->1E(RIGHT) Longest waiting ticks: 2380 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 30 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 31 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 4533 Regions dissolved: 0 Repeated reconstructions avoided: 4533 Largest region lifetime: 2278 Maximum simultaneous active regions: 2 Regions active at termination: 2 Last lifecycle event: UPDATE:R1:age=2278:occupied=31 Confirmation deferral ticks: 3 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 2242 State changes reopening evaluation: 28 Region priority competitions: 1801 Regions ranked: 3602 Hierarchical selections: 1801 Lower-priority evaluations deferred: 1688 Highest selected priority score: 34210 Left/right priority wins: 0/1801 Priority ties: 0 Last priority decision: LEFT:R2:score=6710 | RIGHT:R1:score=34210 | selected=RIGHT LEFT AISLE ---------- Total moves: 2045 Maximum occupied tiles: 20 Seat events: 126 Single-blocker events: 32 Multiple-blocker events: 10 Temporary aisle reoccupations: 52 RIGHT AISLE ----------- Total moves: 787 Maximum occupied tiles: 31 Seat events: 11 Single-blocker events: 0 Multiple-blocker events: 0 Temporary aisle reoccupations: 0 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1710 Reservations granted: 1709 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 100 Remaining moving in aisle: 34 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 76687 Longest unresolved passenger ID: 1 Longest unresolved row: 1 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 31 Longest dependency chain: P219(23I/RIGHT) -> P49(18H/RIGHT) -> P70(26G/RIGHT) -> P54(28I/RIGHT) -> P201(27H/RIGHT) -> P14(25H/RIGHT) -> P36(24H/RIGHT) -> P225(26H/RIGHT) -> P189(25G/RIGHT) -> P256(27D/RIGHT) -> P183(24E/RIGHT) -> P163(28G/RIGHT) -> P229(25E/RIGHT) -> P249(27G/RIGHT) -> P223(27I/RIGHT) -> P265(24I/RIGHT) -> P96(28H/RIGHT) -> P173(27E/RIGHT) -> P72(24D/RIGHT) -> P115(26E/RIGHT) -> P84(25I/RIGHT) -> P150(24G/RIGHT) -> P13(25F/RIGHT) -> P31(25D/RIGHT) -> P168(30H/RIGHT) -> P41(29H/RIGHT) -> P117(32H/RIGHT) -> P63(29G/RIGHT) -> P101(31E/RIGHT) -> P196(32I/RIGHT) -> P203(31I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 219 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 34 Total blocked ticks: 88949 Total stationary ticks: 381892 Seat-event requests: 4104 Failed seat-event starts: 3967 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 203 Critical blocker identity: P203->31I(RIGHT) Direct fan-out: 1 Total indirect descendants: 30 Critical tree size including blocker: 31 Critical tree depth: 31 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 37 Unresolved outside passengers: 100 Unresolved internal passengers outside critical tree: 6 Critical blocker tree: P203(31I/RIGHT/WAITING_FOR_SEAT_EVENT) P196(32I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P101(31E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P63(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P117(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P41(29H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P168(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P31(25D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P13(25F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P150(24G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P84(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P115(26E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P72(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P173(27E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P96(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P265(24I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P223(27I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P249(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P229(25E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P163(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P183(24E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P256(27D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P189(25G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P225(26H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P36(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P14(25H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P201(27H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P54(28I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P70(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P49(18H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P219(23I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 2303 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 32|33 Critical blocker unavailable yield tiles: 33 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1664 Rear-boundary failures: 2303 Middle-bank reservation failures: 1 Active-event deferrals: 1100 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 32|33 Current unavailable yield tiles: 33 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 4105\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 6\nOccupied-space rejections: 1667\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 08 | standardDataset=261/274 (95.26%) | fineZoneDataset=137/274 (50.00%) | seatedDelta=-124 | completionDelta=-45.26% | outsideDelta=+100 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | fineZoneWorse=true | standardFamily=MOVING_PASSENGER_YIELD_CHAIN | fineZoneFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 18 FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES ============================================================ Date/Time: 2026-07-16 21:41:58 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1883790101901 Scenario number: 9 Scenario seed: 2513248735799770138 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.07% Blocker-prone seat share (topology component): 60.53% Aisle-assignment balance: 96.49% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2747 Passengers seated: 336/342 Average waiting ticks: 569.71 Longest waiting passenger: P181->36J(RIGHT) Longest waiting ticks: 2666 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 5 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 6 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1907 Regions dissolved: 0 Repeated reconstructions avoided: 1907 Largest region lifetime: 1908 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1908:occupied=6 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1694 State changes reopening evaluation: 4 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3132 Maximum occupied tiles: 13 Seat events: 177 Single-blocker events: 49 Multiple-blocker events: 26 Temporary aisle reoccupations: 102 RIGHT AISLE ----------- Total moves: 2896 Maximum occupied tiles: 18 Seat events: 159 Single-blocker events: 47 Multiple-blocker events: 21 Temporary aisle reoccupations: 92 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 145 Reservations granted: 145 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 5 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 9598 Longest unresolved passenger ID: 224 Longest unresolved row: 36 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 6 Longest dependency chain: P268(33J/RIGHT) -> P265(33F/RIGHT) -> P212(35J/RIGHT) -> P182(35H/RIGHT) -> P224(36E/RIGHT) -> P181(36J/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 268 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 5 Total blocked ticks: 20001 Total stationary ticks: 210186 Seat-event requests: 2056 Failed seat-event starts: 1720 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 181 Critical blocker identity: P181->36J(RIGHT) Direct fan-out: 1 Total indirect descendants: 5 Critical tree size including blocker: 6 Critical tree depth: 6 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 6 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P181(36J/RIGHT/WAITING_FOR_SEAT_EVENT) P224(36E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P182(35H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P212(35J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P265(33F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P268(33J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1702 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 37|38 Critical blocker unavailable yield tiles: 37|38 Critical blocker yield-tile occupants: -1|-1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 18 Rear-boundary failures: 1702 Middle-bank reservation failures: 0 Active-event deferrals: 1016 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 37|38 Current unavailable yield tiles: 37|38 Current yield-tile occupants: -1|-1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2056\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 18 FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES ============================================================ Date/Time: 2026-07-16 21:41:58 Experiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET Frozen architecture enabled: true Experiment seed: 1883790101901 Scenario number: 9 Scenario seed: 2513248735799770138 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET Row-zone concentration (diagnostic control): 28.07% Blocker-prone seat share (topology component): 60.53% Aisle-assignment balance: 96.49% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2696 Passengers seated: 183/342 Average waiting ticks: 1264.68 Longest waiting passenger: P2->21I(RIGHT) Longest waiting ticks: 2696 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 40 Cluster candidates evaluated: 1 Executable cluster candidates: 0 Rejected cluster candidates: 1 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 35 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 5100 Regions dissolved: 0 Repeated reconstructions avoided: 5100 Largest region lifetime: 2581 Maximum simultaneous active regions: 2 Regions active at termination: 2 Last lifecycle event: UPDATE:R1:age=2581:occupied=35 Confirmation deferral ticks: 3 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 2530 State changes reopening evaluation: 38 Region priority competitions: 1909 Regions ranked: 3818 Hierarchical selections: 1909 Lower-priority evaluations deferred: 1758 Highest selected priority score: 38610 Left/right priority wins: 0/1909 Priority ties: 0 Last priority decision: LEFT:R2:score=6710 | RIGHT:R1:score=38610 | selected=RIGHT LEFT AISLE ---------- Total moves: 3128 Maximum occupied tiles: 21 Seat events: 170 Single-blocker events: 40 Multiple-blocker events: 15 Temporary aisle reoccupations: 70 RIGHT AISLE ----------- Total moves: 1024 Maximum occupied tiles: 35 Seat events: 13 Single-blocker events: 3 Multiple-blocker events: 0 Temporary aisle reoccupations: 3 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 2704 Reservations granted: 2704 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 117 Remaining moving in aisle: 36 Remaining waiting at row: 6 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 91918 Longest unresolved passenger ID: 2 Longest unresolved row: 21 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 35 Longest dependency chain: P95(30G/RIGHT) -> P28(31F/RIGHT) -> P183(31I/RIGHT) -> P304(28J/RIGHT) -> P84(30E/RIGHT) -> P25(26I/RIGHT) -> P220(29J/RIGHT) -> P223(26J/RIGHT) -> P90(27I/RIGHT) -> P303(26H/RIGHT) -> P201(31J/RIGHT) -> P77(27J/RIGHT) -> P325(29I/RIGHT) -> P16(29H/RIGHT) -> P158(31H/RIGHT) -> P240(27D/RIGHT) -> P161(30I/RIGHT) -> P334(28H/RIGHT) -> P1(26D/RIGHT) -> P332(27H/RIGHT) -> P10(26E/RIGHT) -> P293(30H/RIGHT) -> P222(30J/RIGHT) -> P60(31E/RIGHT) -> P29(28I/RIGHT) -> P268(33J/RIGHT) -> P265(33F/RIGHT) -> P212(35J/RIGHT) -> P339(32I/RIGHT) -> P182(35H/RIGHT) -> P224(36E/RIGHT) -> P181(36J/RIGHT) -> P156(34I/RIGHT) -> P194(36F/RIGHT) -> P74(35D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 95 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 36 Total blocked ticks: 114782 Total stationary ticks: 531501 Seat-event requests: 4524 Failed seat-event starts: 4341 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 74 Critical blocker identity: P74->35D(RIGHT) Direct fan-out: 1 Total indirect descendants: 34 Critical tree size including blocker: 35 Critical tree depth: 35 Frozen internal components: 6 Terminal WAITING_FOR_SEAT_EVENT nodes: 6 Unresolved internal passengers: 42 Unresolved outside passengers: 117 Unresolved internal passengers outside critical tree: 7 Critical blocker tree: P74(35D/RIGHT/WAITING_FOR_SEAT_EVENT) P194(36F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P156(34I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P181(36J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P224(36E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P182(35H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P339(32I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P212(35J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P265(33F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P268(33J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P29(28I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P60(31E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P222(30J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P293(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P10(26E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P332(27H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P1(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P334(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P161(30I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P240(27D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P158(31H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P16(29H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P325(29I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P77(27J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P201(31J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P303(26H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P90(27I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P223(26J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P220(29J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P25(26I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P84(30E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P304(28J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P183(31I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P28(31F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P95(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 2977 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 36|37 Critical blocker unavailable yield tiles: 37 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 4 Yield-tile occupied failures: 1769 Rear-boundary failures: 2572 Middle-bank reservation failures: 0 Active-event deferrals: 2977 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 36|37 Current unavailable yield tiles: 37 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 6 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 4524\nPrecedence substitutions made: 1\nDependency chains followed: 1761\nBlocked by waiting-row occupant: 3465\nSubstituted events started: 3\nOccupied-space rejections: 12239\nMaximum scheduling-chain depth: 3\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 09 | standardDataset=336/342 (98.25%) | fineZoneDataset=183/342 (53.51%) | seatedDelta=-153 | completionDelta=-44.74% | outsideDelta=+117 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | fineZoneWorse=true | standardFamily=REAR_BOUNDARY_LOCK | fineZoneFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 18 FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES ============================================================ Date/Time: 2026-07-16 21:41:58 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1883790101901 Scenario number: 10 Scenario seed: 6760521355587993158 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.16% Blocker-prone seat share (topology component): 58.64% Aisle-assignment balance: 95.06% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2621 Passengers seated: 313/324 Average waiting ticks: 563.69 Longest waiting passenger: P116->1G(LEFT) Longest waiting ticks: 2621 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 3 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 6 Selected release potential total: 0 Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1513 Regions dissolved: 1 Repeated reconstructions avoided: 1513 Largest region lifetime: 1497 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1497:occupied=6 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1492 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2802 Maximum occupied tiles: 14 Seat events: 159 Single-blocker events: 44 Multiple-blocker events: 16 Temporary aisle reoccupations: 79 RIGHT AISLE ----------- Total moves: 2749 Maximum occupied tiles: 14 Seat events: 154 Single-blocker events: 44 Multiple-blocker events: 18 Temporary aisle reoccupations: 84 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1636 Reservations granted: 1636 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 3 Remaining moving in aisle: 6 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 9480 Longest unresolved passenger ID: 116 Longest unresolved row: 1 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 6 Longest dependency chain: P247(4D/LEFT) -> P94(13C/LEFT) -> P21(32C/LEFT) -> P142(29C/LEFT) -> P207(36F/LEFT) -> P237(6G/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 247 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 6 Total blocked ticks: 20344 Total stationary ticks: 197572 Seat-event requests: 1821 Failed seat-event starts: 1508 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 237 Critical blocker identity: P237->6G(LEFT) Direct fan-out: 1 Total indirect descendants: 5 Critical tree size including blocker: 6 Critical tree depth: 6 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 8 Unresolved outside passengers: 3 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P237(6G/LEFT/WAITING_FOR_SEAT_EVENT) P207(36F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P142(29C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P21(32C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P94(13C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P247(4D/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1508 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 7|8|9 Critical blocker unavailable yield tiles: 9 Critical blocker yield-tile occupants: 135 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1508 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 711 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[135]: P135(25B/LEFT/MOVING_IN_AISLE@tile9) -> P309(10C/LEFT/WAITING_AT_ROW@tile10) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P309->10C(LEFT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P135{seat=25B,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=9,directBlocker=309,lastMoveTick=1124,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 7|8|9 Current unavailable yield tiles: 9 Current yield-tile occupants: 135 Final row-event chain: 237|135|309 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1821\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1509\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 18 FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES ============================================================ Date/Time: 2026-07-16 21:41:58 Experiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET Frozen architecture enabled: true Experiment seed: 1883790101901 Scenario number: 10 Scenario seed: 6760521355587993158 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET Row-zone concentration (diagnostic control): 27.16% Blocker-prone seat share (topology component): 58.64% Aisle-assignment balance: 95.06% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2573 Passengers seated: 177/324 Average waiting ticks: 1157.40 Longest waiting passenger: P3->8E(LEFT) Longest waiting ticks: 2573 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 40 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 35 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2398 Regions dissolved: 0 Repeated reconstructions avoided: 2398 Largest region lifetime: 2399 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2399:occupied=35 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 2337 State changes reopening evaluation: 39 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1324 Maximum occupied tiles: 35 Seat events: 23 Single-blocker events: 5 Multiple-blocker events: 0 Temporary aisle reoccupations: 5 RIGHT AISLE ----------- Total moves: 2749 Maximum occupied tiles: 19 Seat events: 154 Single-blocker events: 42 Multiple-blocker events: 14 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 73 Reservations granted: 72 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 112 Remaining moving in aisle: 34 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 80373 Longest unresolved passenger ID: 3 Longest unresolved row: 8 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 35 Longest dependency chain: P13(20C/LEFT) -> P250(24D/LEFT) -> P215(24A/LEFT) -> P227(22B/LEFT) -> P162(21A/LEFT) -> P80(20B/LEFT) -> P89(24B/LEFT) -> P217(21C/LEFT) -> P142(29C/LEFT) -> P189(28B/LEFT) -> P0(27A/LEFT) -> P303(31C/LEFT) -> P136(27D/LEFT) -> P64(28C/LEFT) -> P148(28D/LEFT) -> P97(27G/LEFT) -> P73(30B/LEFT) -> P270(27F/LEFT) -> P284(28E/LEFT) -> P155(28F/LEFT) -> P269(29B/LEFT) -> P83(30G/LEFT) -> P319(27C/LEFT) -> P169(29E/LEFT) -> P138(27E/LEFT) -> P293(30C/LEFT) -> P161(30A/LEFT) -> P171(31A/LEFT) -> P115(30F/LEFT) -> P21(32C/LEFT) -> P207(36F/LEFT) -> P66(33E/LEFT) -> P258(34C/LEFT) -> P165(36C/LEFT) -> P61(35A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 13 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 34 Total blocked ticks: 91257 Total stationary ticks: 462621 Seat-event requests: 2561 Failed seat-event starts: 2384 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 61 Critical blocker identity: P61->35A(LEFT) Direct fan-out: 1 Total indirect descendants: 34 Critical tree size including blocker: 35 Critical tree depth: 35 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 35 Unresolved outside passengers: 112 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P61(35A/LEFT/WAITING_FOR_SEAT_EVENT) P165(36C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P258(34C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P66(33E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P207(36F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P21(32C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P115(30F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P171(31A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P161(30A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P293(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P138(27E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P169(29E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P319(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P83(30G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P269(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P155(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P284(28E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P270(27F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P73(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P97(27G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P148(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P64(28C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P136(27D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P303(31C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P0(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P189(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P142(29C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P217(21C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P89(24B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P80(20B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P162(21A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P227(22B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P215(24A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P250(24D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P13(20C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 2382 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 36|37 Critical blocker unavailable yield tiles: 37 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 2 Rear-boundary failures: 2382 Middle-bank reservation failures: 1 Active-event deferrals: 333 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 36|37 Current unavailable yield tiles: 37 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2562\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 5\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 10 | standardDataset=313/324 (96.60%) | fineZoneDataset=177/324 (54.63%) | seatedDelta=-136 | completionDelta=-41.98% | outsideDelta=+109 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | fineZoneWorse=true | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | fineZoneFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 18 FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES ============================================================ Date/Time: 2026-07-16 21:41:58 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1883790101901 Scenario number: 11 Scenario seed: -3910830842071671204 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.46% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 97.37% OUTCOME ------- Status: SUCCESS Completed ticks: 826 Passengers seated: 228/228 Average waiting ticks: 372.48 Longest waiting passenger: P57->19C(RIGHT) Longest waiting ticks: 767 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 34 Regions dissolved: 2 Repeated reconstructions avoided: 34 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=23 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1605 Maximum occupied tiles: 14 Seat events: 111 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 53 RIGHT AISLE ----------- Total moves: 1687 Maximum occupied tiles: 12 Seat events: 117 Single-blocker events: 31 Multiple-blocker events: 12 Temporary aisle reoccupations: 58 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 128 Reservations granted: 125 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4263 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5329 Total stationary ticks: 88475 Seat-event requests: 241 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 542 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 542 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 18 FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES ============================================================ Date/Time: 2026-07-16 21:41:58 Experiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET Frozen architecture enabled: true Experiment seed: 1883790101901 Scenario number: 11 Scenario seed: -3910830842071671204 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET Row-zone concentration (diagnostic control): 32.46% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 97.37% OUTCOME ------- Status: SUCCESS Completed ticks: 815 Passengers seated: 228/228 Average waiting ticks: 368.04 Longest waiting passenger: P70->1G(RIGHT) Longest waiting ticks: 808 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 11 Regions dissolved: 1 Repeated reconstructions avoided: 11 Largest region lifetime: 12 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=12 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1605 Maximum occupied tiles: 15 Seat events: 111 Single-blocker events: 28 Multiple-blocker events: 10 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1687 Maximum occupied tiles: 17 Seat events: 117 Single-blocker events: 33 Multiple-blocker events: 12 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 126 Reservations granted: 114 Reservations denied/waited: 12 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7758 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8531 Total stationary ticks: 90817 Seat-event requests: 232 Failed seat-event starts: 4 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 408 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 3 Rear-boundary failures: 1 Middle-bank reservation failures: 12 Active-event deferrals: 408 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 6\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 6\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 11 | standardDataset=228/228 (100.00%) | fineZoneDataset=228/228 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | fineZoneWorse=false | standardFamily=COMPLETE_CABIN | fineZoneFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 18 FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES ============================================================ Date/Time: 2026-07-16 21:41:58 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1883790101901 Scenario number: 12 Scenario seed: -8564445638714048905 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.74% Blocker-prone seat share (topology component): 66.52% Aisle-assignment balance: 97.39% OUTCOME ------- Status: SUCCESS Completed ticks: 848 Passengers seated: 230/230 Average waiting ticks: 377.54 Longest waiting passenger: P151->27E(LEFT) Longest waiting ticks: 774 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: LEFT:tiles15-19:occupied=4:anchor=P77:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 11 Regions dissolved: 1 Repeated reconstructions avoided: 11 Largest region lifetime: 12 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=12 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1785 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 38 Multiple-blocker events: 9 Temporary aisle reoccupations: 56 RIGHT AISLE ----------- Total moves: 1656 Maximum occupied tiles: 13 Seat events: 112 Single-blocker events: 27 Multiple-blocker events: 11 Temporary aisle reoccupations: 49 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 86 Reservations granted: 81 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4207 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5411 Total stationary ticks: 90371 Seat-event requests: 241 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 630 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 630 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 18 FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES ============================================================ Date/Time: 2026-07-16 21:41:58 Experiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET Frozen architecture enabled: true Experiment seed: 1883790101901 Scenario number: 12 Scenario seed: -8564445638714048905 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET Row-zone concentration (diagnostic control): 31.74% Blocker-prone seat share (topology component): 66.52% Aisle-assignment balance: 97.39% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2279 Passengers seated: 117/230 Average waiting ticks: 1005.87 Longest waiting passenger: P0->12A(LEFT) Longest waiting ticks: 2279 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 29 Cluster candidates evaluated: 29 Executable cluster candidates: 0 Rejected cluster candidates: 29 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 32 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2207 Regions dissolved: 0 Repeated reconstructions avoided: 2207 Largest region lifetime: 2208 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2208:occupied=32 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 2177 State changes reopening evaluation: 28 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 641 Maximum occupied tiles: 32 Seat events: 5 Single-blocker events: 0 Multiple-blocker events: 0 Temporary aisle reoccupations: 0 RIGHT AISLE ----------- Total moves: 1656 Maximum occupied tiles: 16 Seat events: 112 Single-blocker events: 27 Multiple-blocker events: 8 Temporary aisle reoccupations: 43 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 44 Reservations granted: 44 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 81 Remaining moving in aisle: 30 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 65909 Longest unresolved passenger ID: 0 Longest unresolved row: 12 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 31 Longest dependency chain: P142(22C/LEFT) -> P204(23A/LEFT) -> P49(23C/LEFT) -> P145(21B/LEFT) -> P18(21F/LEFT) -> P151(27E/LEFT) -> P191(28A/LEFT) -> P72(25D/LEFT) -> P122(24A/LEFT) -> P44(28F/LEFT) -> P1(28E/LEFT) -> P154(26C/LEFT) -> P157(26E/LEFT) -> P47(24D/LEFT) -> P17(25A/LEFT) -> P59(26A/LEFT) -> P5(27A/LEFT) -> P167(25B/LEFT) -> P100(28D/LEFT) -> P113(27D/LEFT) -> P227(24C/LEFT) -> P124(28C/LEFT) -> P180(27B/LEFT) -> P70(25C/LEFT) -> P76(28B/LEFT) -> P125(31C/LEFT) -> P149(29B/LEFT) -> P177(30A/LEFT) -> P89(30B/LEFT) -> P75(32B/LEFT) -> P128(31A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 142 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 30 Total blocked ticks: 74673 Total stationary ticks: 300850 Seat-event requests: 2327 Failed seat-event starts: 2210 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 128 Critical blocker identity: P128->31A(LEFT) Direct fan-out: 1 Total indirect descendants: 30 Critical tree size including blocker: 31 Critical tree depth: 31 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 32 Unresolved outside passengers: 81 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P128(31A/LEFT/WAITING_FOR_SEAT_EVENT) P75(32B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P89(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P177(30A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P149(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P125(31C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P76(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P70(25C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P180(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P124(28C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P227(24C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P113(27D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P100(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P167(25B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P5(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P59(26A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P17(25A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P47(24D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P157(26E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P154(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P1(28E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P44(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P122(24A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P72(25D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P191(28A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P151(27E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P18(21F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P145(21B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P49(23C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P204(23A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P142(22C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 2209 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 32 Critical blocker unavailable yield tiles: 32 Critical blocker yield-tile occupants: 162 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 2 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 2209 Rear-boundary failures: 1 Middle-bank reservation failures: 0 Active-event deferrals: 173 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: REAR_BOUNDARY_LOCK Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[162]: P162(32F/LEFT/WAITING_AT_ROW@tile32) -> [REAR_BOUNDARY_LOCK] Cycle detected: false Cycle members: NONE Terminal passenger: P162->32F(LEFT) Terminal condition: REAR_BOUNDARY_LOCK Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P162{seat=32F,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=32,directBlocker=-1,lastMoveTick=69,reason=WAITING_FOR_SEAT_EVENT,prerequisite=INSUFFICIENT_REAR_YIELD_SPACE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 32 Current unavailable yield tiles: 32 Current yield-tile occupants: 162 Final row-event chain: 128|162 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2327\nPrecedence substitutions made: 1\nDependency chains followed: 2210\nBlocked by waiting-row occupant: 2210\nSubstituted events started: 2\nOccupied-space rejections: 2210\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 12 | standardDataset=230/230 (100.00%) | fineZoneDataset=117/230 (50.87%) | seatedDelta=-113 | completionDelta=-49.13% | outsideDelta=+81 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | fineZoneWorse=true | standardFamily=COMPLETE_CABIN | fineZoneFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 18 FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES ============================================================ Date/Time: 2026-07-16 21:41:58 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1883790101901 Scenario number: 13 Scenario seed: 4929591724010135573 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.81% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 83.33% OUTCOME ------- Status: SUCCESS Completed ticks: 798 Passengers seated: 192/192 Average waiting ticks: 316.35 Longest waiting passenger: P18->26G(RIGHT) Longest waiting ticks: 761 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 69 Regions dissolved: 3 Repeated reconstructions avoided: 69 Largest region lifetime: 33 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=33 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1185 Maximum occupied tiles: 10 Seat events: 80 Single-blocker events: 13 Multiple-blocker events: 3 Temporary aisle reoccupations: 20 RIGHT AISLE ----------- Total moves: 1642 Maximum occupied tiles: 14 Seat events: 112 Single-blocker events: 22 Multiple-blocker events: 14 Temporary aisle reoccupations: 54 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 107 Reservations granted: 107 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3556 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4766 Total stationary ticks: 63921 Seat-event requests: 206 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 555 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 555 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 204\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 6\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 18 FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES ============================================================ Date/Time: 2026-07-16 21:41:58 Experiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET Frozen architecture enabled: true Experiment seed: 1883790101901 Scenario number: 13 Scenario seed: 4929591724010135573 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET Row-zone concentration (diagnostic control): 32.81% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 83.33% OUTCOME ------- Status: SUCCESS Completed ticks: 774 Passengers seated: 192/192 Average waiting ticks: 309.08 Longest waiting passenger: P48->4G(RIGHT) Longest waiting ticks: 764 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1185 Maximum occupied tiles: 16 Seat events: 80 Single-blocker events: 10 Multiple-blocker events: 2 Temporary aisle reoccupations: 14 RIGHT AISLE ----------- Total moves: 1642 Maximum occupied tiles: 17 Seat events: 112 Single-blocker events: 24 Multiple-blocker events: 16 Temporary aisle reoccupations: 60 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 99 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6691 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7289 Total stationary ticks: 65346 Seat-event requests: 193 Failed seat-event starts: 1 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 314 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 314 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 196\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 3\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 13 | standardDataset=192/192 (100.00%) | fineZoneDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | fineZoneWorse=false | standardFamily=COMPLETE_CABIN | fineZoneFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 18 FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES ============================================================ Date/Time: 2026-07-16 21:41:58 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1883790101901 Scenario number: 14 Scenario seed: 3228406174340182216 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.78% Blocker-prone seat share (topology component): 59.88% Aisle-assignment balance: 95.68% OUTCOME ------- Status: SUCCESS Completed ticks: 1193 Passengers seated: 324/324 Average waiting ticks: 538.87 Longest waiting passenger: P59->13J(RIGHT) Longest waiting ticks: 1139 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: LEFT:tiles9-12:occupied=3:anchor=P318:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 10 Regions dissolved: 1 Repeated reconstructions avoided: 10 Largest region lifetime: 11 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=11 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2649 Maximum occupied tiles: 14 Seat events: 155 Single-blocker events: 39 Multiple-blocker events: 22 Temporary aisle reoccupations: 86 RIGHT AISLE ----------- Total moves: 3023 Maximum occupied tiles: 12 Seat events: 169 Single-blocker events: 44 Multiple-blocker events: 24 Temporary aisle reoccupations: 94 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 143 Reservations granted: 139 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7096 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8879 Total stationary ticks: 180812 Seat-event requests: 344 Failed seat-event starts: 20 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 840 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 20 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 840 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 347\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 18 FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES ============================================================ Date/Time: 2026-07-16 21:41:58 Experiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET Frozen architecture enabled: true Experiment seed: 1883790101901 Scenario number: 14 Scenario seed: 3228406174340182216 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET Row-zone concentration (diagnostic control): 27.78% Blocker-prone seat share (topology component): 59.88% Aisle-assignment balance: 95.68% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2581 Passengers seated: 174/324 Average waiting ticks: 1205.34 Longest waiting passenger: P0->23J(RIGHT) Longest waiting ticks: 2581 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 33 Cluster candidates evaluated: 96 Executable cluster candidates: 0 Rejected cluster candidates: 96 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 35 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2414 Regions dissolved: 0 Repeated reconstructions avoided: 2414 Largest region lifetime: 2415 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2415:occupied=35 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 2374 State changes reopening evaluation: 32 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2649 Maximum occupied tiles: 19 Seat events: 155 Single-blocker events: 41 Multiple-blocker events: 14 Temporary aisle reoccupations: 70 RIGHT AISLE ----------- Total moves: 1222 Maximum occupied tiles: 35 Seat events: 19 Single-blocker events: 2 Multiple-blocker events: 0 Temporary aisle reoccupations: 2 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 70 Reservations granted: 68 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 115 Remaining moving in aisle: 31 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 74337 Longest unresolved passenger ID: 0 Longest unresolved row: 23 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 28 Longest dependency chain: P230(25J/RIGHT) -> P129(21F/RIGHT) -> P49(24H/RIGHT) -> P28(23E/RIGHT) -> P237(27F/RIGHT) -> P258(31G/RIGHT) -> P80(28F/RIGHT) -> P277(29J/RIGHT) -> P26(31J/RIGHT) -> P17(26E/RIGHT) -> P270(27E/RIGHT) -> P260(29H/RIGHT) -> P3(27J/RIGHT) -> P185(26J/RIGHT) -> P98(30J/RIGHT) -> P34(27D/RIGHT) -> P101(29F/RIGHT) -> P152(27I/RIGHT) -> P146(29I/RIGHT) -> P206(31I/RIGHT) -> P90(28I/RIGHT) -> P147(28G/RIGHT) -> P284(27G/RIGHT) -> P6(30H/RIGHT) -> P88(30D/RIGHT) -> P289(30I/RIGHT) -> P266(31D/RIGHT) -> P104(28J/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 230 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 31 Total blocked ticks: 92054 Total stationary ticks: 471739 Seat-event requests: 2590 Failed seat-event starts: 2416 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 104 Critical blocker identity: P104->28J(RIGHT) Direct fan-out: 1 Total indirect descendants: 27 Critical tree size including blocker: 28 Critical tree depth: 28 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 35 Unresolved outside passengers: 115 Unresolved internal passengers outside critical tree: 7 Critical blocker tree: P104(28J/RIGHT/WAITING_FOR_SEAT_EVENT) P266(31D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P289(30I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P88(30D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P6(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P284(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P147(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P90(28I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P206(31I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P146(29I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P152(27I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P101(29F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P34(27D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P98(30J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P185(26J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P3(27J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P260(29H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P270(27E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P17(26E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P26(31J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P277(29J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P80(28F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P258(31G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P237(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P28(23E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P49(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P129(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P230(25J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 2415 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 29 Critical blocker unavailable yield tiles: 29 Critical blocker yield-tile occupants: 103 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 3 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 2415 Rear-boundary failures: 1 Middle-bank reservation failures: 2 Active-event deferrals: 306 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 5 Yield-occupant trace: yieldOccupant[103]: P103(31H/RIGHT/MOVING_IN_AISLE@tile29) -> P99(35H/RIGHT/MOVING_IN_AISLE@tile30) -> P71(32D/RIGHT/MOVING_IN_AISLE@tile31) -> P291(34I/RIGHT/MOVING_IN_AISLE@tile32) -> P47(33J/RIGHT/WAITING_AT_ROW@tile33) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P47->33J(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P103{seat=31H,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=29,directBlocker=99,lastMoveTick=176,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 29 Current unavailable yield tiles: 29 Current yield-tile occupants: 103 Final row-event chain: 104|103|99|71|291|47 Final row-event chain length: 6 Distinct row events in chain: 6 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 4 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2592\nPrecedence substitutions made: 4\nDependency chains followed: 13\nBlocked by waiting-row occupant: 21\nSubstituted events started: 4\nOccupied-space rejections: 4906\nMaximum scheduling-chain depth: 3\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 14 | standardDataset=324/324 (100.00%) | fineZoneDataset=174/324 (53.70%) | seatedDelta=-150 | completionDelta=-46.30% | outsideDelta=+115 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | fineZoneWorse=true | standardFamily=COMPLETE_CABIN | fineZoneFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 18 FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES ============================================================ Date/Time: 2026-07-16 21:41:58 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1883790101901 Scenario number: 15 Scenario seed: 4839110658128786922 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.77% Blocker-prone seat share (topology component): 75.44% Aisle-assignment balance: 98.25% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2317 Passengers seated: 125/228 Average waiting ticks: 1211.29 Longest waiting passenger: P3->28F(LEFT) Longest waiting ticks: 2317 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 128 Maximum occupied tiles: 6 Seat events: 9 Single-blocker events: 0 Multiple-blocker events: 0 Temporary aisle reoccupations: 0 RIGHT AISLE ----------- Total moves: 1692 Maximum occupied tiles: 10 Seat events: 116 Single-blocker events: 35 Multiple-blocker events: 2 Temporary aisle reoccupations: 39 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 2308 Reservations granted: 2308 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 97 Remaining moving in aisle: 3 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 7020 Longest unresolved passenger ID: 3 Longest unresolved row: 28 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P40(4B/LEFT) -> P4(2F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 40 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 16066 Total stationary ticks: 284642 Seat-event requests: 2372 Failed seat-event starts: 2247 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 4 Critical blocker identity: P4->2F(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 6 Unresolved outside passengers: 97 Unresolved internal passengers outside critical tree: 4 Critical blocker tree: P4(2F/LEFT/WAITING_FOR_SEAT_EVENT) P40(4B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 2247 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 3|4|5 Critical blocker unavailable yield tiles: 5 Critical blocker yield-tile occupants: 87 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 2247 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 236 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[87]: P87(20A/LEFT/MOVING_IN_AISLE@tile5) -> P32(6B/LEFT/WAITING_AT_ROW@tile6) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P32->6B(LEFT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P87{seat=20A,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=5,directBlocker=32,lastMoveTick=72,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 3|4|5 Current unavailable yield tiles: 5 Current yield-tile occupants: 87 Final row-event chain: 4|87|32 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2372\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 2248\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 18 FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES ============================================================ Date/Time: 2026-07-16 21:41:58 Experiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET Frozen architecture enabled: true Experiment seed: 1883790101901 Scenario number: 15 Scenario seed: 4839110658128786922 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET Row-zone concentration (diagnostic control): 33.77% Blocker-prone seat share (topology component): 75.44% Aisle-assignment balance: 98.25% OUTCOME ------- Status: SUCCESS Completed ticks: 813 Passengers seated: 228/228 Average waiting ticks: 369.22 Longest waiting passenger: P160->5H(RIGHT) Longest waiting ticks: 801 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1636 Maximum occupied tiles: 17 Seat events: 112 Single-blocker events: 22 Multiple-blocker events: 10 Temporary aisle reoccupations: 46 RIGHT AISLE ----------- Total moves: 1692 Maximum occupied tiles: 15 Seat events: 116 Single-blocker events: 41 Multiple-blocker events: 6 Temporary aisle reoccupations: 54 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 136 Reservations granted: 117 Reservations denied/waited: 19 Simultaneous opposite-aisle conflicts: 2 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7886 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8601 Total stationary ticks: 91209 Seat-event requests: 233 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 367 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 2 Rear-boundary failures: 3 Middle-bank reservation failures: 19 Active-event deferrals: 367 Simultaneous arbitration losses: 2 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 254\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 15 | standardDataset=125/228 (54.82%) | fineZoneDataset=228/228 (100.00%) | seatedDelta=+103 | completionDelta=+45.18% | outsideDelta=-97 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=true | fineZoneWorse=false | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | fineZoneFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 18 FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES ============================================================ Date/Time: 2026-07-16 21:41:58 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1883790101901 Scenario number: 16 Scenario seed: 4929109313885050458 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.81% Blocker-prone seat share (topology component): 71.88% Aisle-assignment balance: 94.79% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2064 Passengers seated: 146/192 Average waiting ticks: 548.65 Longest waiting passenger: P14->15E(LEFT) Longest waiting ticks: 2064 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 11 Cluster candidates evaluated: 6 Executable cluster candidates: 1 Rejected cluster candidates: 5 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 11 Selected release potential total: 2 Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 3118 Regions dissolved: 1 Repeated reconstructions avoided: 3118 Largest region lifetime: 1588 Maximum simultaneous active regions: 2 Regions active at termination: 2 Last lifecycle event: TRACK:R3:age=1517:localMembers=3 Confirmation deferral ticks: 6 Regions reaching confirmation: 3 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1575 State changes reopening evaluation: 9 Region priority competitions: 1506 Regions ranked: 3012 Hierarchical selections: 1506 Lower-priority evaluations deferred: 6 Highest selected priority score: 12210 Left/right priority wins: 1506/0 Priority ties: 0 Last priority decision: LEFT:R2:score=12210 | RIGHT:R3:score=3310 | selected=LEFT LEFT AISLE ---------- Total moves: 999 Maximum occupied tiles: 14 Seat events: 66 Single-blocker events: 15 Multiple-blocker events: 3 Temporary aisle reoccupations: 21 RIGHT AISLE ----------- Total moves: 1210 Maximum occupied tiles: 12 Seat events: 80 Single-blocker events: 15 Multiple-blocker events: 5 Temporary aisle reoccupations: 26 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1686 Reservations granted: 1686 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 1498 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 24 Remaining moving in aisle: 15 Remaining waiting at row: 7 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 23647 Longest unresolved passenger ID: 14 Longest unresolved row: 15 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 7 Longest dependency chain: P64(28F/LEFT) -> P25(17A/LEFT) -> P130(17C/LEFT) -> P124(10A/LEFT) -> P57(19F/LEFT) -> P97(26D/LEFT) -> P119(11F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 64 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 15 Total blocked ticks: 37504 Total stationary ticks: 130890 Seat-event requests: 1763 Failed seat-event starts: 1617 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 119 Critical blocker identity: P119->11F(LEFT) Direct fan-out: 1 Total indirect descendants: 6 Critical tree size including blocker: 7 Critical tree depth: 7 Frozen internal components: 7 Terminal WAITING_FOR_SEAT_EVENT nodes: 7 Unresolved internal passengers: 22 Unresolved outside passengers: 24 Unresolved internal passengers outside critical tree: 15 Critical blocker tree: P119(11F/LEFT/WAITING_FOR_SEAT_EVENT) P97(26D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P57(19F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P124(10A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P130(17C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P25(17A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P64(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1601 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 12|13|14 Critical blocker unavailable yield tiles: 14 Critical blocker yield-tile occupants: 82 Waiting-row passengers with zero blockers: 4 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1601 Rear-boundary failures: 16 Middle-bank reservation failures: 0 Active-event deferrals: 357 Simultaneous arbitration losses: 1498 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[82]: P82(17E/LEFT/MOVING_IN_AISLE@tile14) -> P59(15A/LEFT/WAITING_AT_ROW@tile15) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P59->15A(LEFT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P82{seat=17E,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=14,directBlocker=59,lastMoveTick=476,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 12|13|14 Current unavailable yield tiles: 14 Current yield-tile occupants: 82 Final row-event chain: 119|82|59 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3260\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 2\nOccupied-space rejections: 1607\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 18 FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES ============================================================ Date/Time: 2026-07-16 21:41:58 Experiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET Frozen architecture enabled: true Experiment seed: 1883790101901 Scenario number: 16 Scenario seed: 4929109313885050458 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET Row-zone concentration (diagnostic control): 32.81% Blocker-prone seat share (topology component): 71.88% Aisle-assignment balance: 94.79% OUTCOME ------- Status: SUCCESS Completed ticks: 700 Passengers seated: 192/192 Average waiting ticks: 307.88 Longest waiting passenger: P41->1E(LEFT) Longest waiting ticks: 688 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1406 Maximum occupied tiles: 16 Seat events: 101 Single-blocker events: 25 Multiple-blocker events: 15 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1311 Maximum occupied tiles: 17 Seat events: 91 Single-blocker events: 23 Multiple-blocker events: 6 Temporary aisle reoccupations: 35 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 108 Reservations granted: 104 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 3 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6473 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7043 Total stationary ticks: 64862 Seat-event requests: 196 Failed seat-event starts: 4 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 282 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 3 Rear-boundary failures: 1 Middle-bank reservation failures: 4 Active-event deferrals: 282 Simultaneous arbitration losses: 3 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 203\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 16 | standardDataset=146/192 (76.04%) | fineZoneDataset=192/192 (100.00%) | seatedDelta=+46 | completionDelta=+23.96% | outsideDelta=-24 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=true | fineZoneWorse=false | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | fineZoneFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 18 FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES ============================================================ Date/Time: 2026-07-16 21:41:58 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1883790101901 Scenario number: 17 Scenario seed: 1277757269713853485 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.66% Blocker-prone seat share (topology component): 67.95% Aisle-assignment balance: 98.07% OUTCOME ------- Status: SUCCESS Completed ticks: 924 Passengers seated: 259/259 Average waiting ticks: 422.95 Longest waiting passenger: P156->9C(LEFT) Longest waiting ticks: 875 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles11-14:occupied=3:anchor=P115:selected=P188:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1971 Maximum occupied tiles: 12 Seat events: 132 Single-blocker events: 39 Multiple-blocker events: 14 Temporary aisle reoccupations: 67 RIGHT AISLE ----------- Total moves: 2010 Maximum occupied tiles: 11 Seat events: 127 Single-blocker events: 40 Multiple-blocker events: 9 Temporary aisle reoccupations: 58 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 86 Reservations granted: 86 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5083 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6153 Total stationary ticks: 113801 Seat-event requests: 274 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 517 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 517 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 273\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 18 FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES ============================================================ Date/Time: 2026-07-16 21:41:58 Experiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET Frozen architecture enabled: true Experiment seed: 1883790101901 Scenario number: 17 Scenario seed: 1277757269713853485 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET Row-zone concentration (diagnostic control): 31.66% Blocker-prone seat share (topology component): 67.95% Aisle-assignment balance: 98.07% OUTCOME ------- Status: SUCCESS Completed ticks: 917 Passengers seated: 259/259 Average waiting ticks: 415.34 Longest waiting passenger: P206->7A(LEFT) Longest waiting ticks: 898 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1971 Maximum occupied tiles: 17 Seat events: 132 Single-blocker events: 36 Multiple-blocker events: 14 Temporary aisle reoccupations: 64 RIGHT AISLE ----------- Total moves: 2010 Maximum occupied tiles: 17 Seat events: 127 Single-blocker events: 41 Multiple-blocker events: 10 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 87 Reservations granted: 86 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 9442 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 10229 Total stationary ticks: 115998 Seat-event requests: 263 Failed seat-event starts: 4 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 446 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 3 Rear-boundary failures: 1 Middle-bank reservation failures: 1 Active-event deferrals: 446 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 264\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 17 | standardDataset=259/259 (100.00%) | fineZoneDataset=259/259 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | fineZoneWorse=false | standardFamily=COMPLETE_CABIN | fineZoneFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 18 FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES ============================================================ Date/Time: 2026-07-16 21:41:58 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1883790101901 Scenario number: 18 Scenario seed: 2589570060429975166 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.09% Blocker-prone seat share (topology component): 59.57% Aisle-assignment balance: 96.91% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2632 Passengers seated: 280/324 Average waiting ticks: 727.20 Longest waiting passenger: P5->4F(RIGHT) Longest waiting ticks: 2632 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 5 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 7 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1766 Regions dissolved: 0 Repeated reconstructions avoided: 1766 Largest region lifetime: 1767 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1767:occupied=7 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1756 State changes reopening evaluation: 4 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2855 Maximum occupied tiles: 13 Seat events: 157 Single-blocker events: 41 Multiple-blocker events: 20 Temporary aisle reoccupations: 82 RIGHT AISLE ----------- Total moves: 2015 Maximum occupied tiles: 13 Seat events: 123 Single-blocker events: 32 Multiple-blocker events: 5 Temporary aisle reoccupations: 43 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1873 Reservations granted: 1873 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 34 Remaining moving in aisle: 7 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 12889 Longest unresolved passenger ID: 5 Longest unresolved row: 4 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 7 Longest dependency chain: P258(5F/RIGHT) -> P92(5H/RIGHT) -> P253(7H/RIGHT) -> P60(29I/RIGHT) -> P63(22I/RIGHT) -> P130(17F/RIGHT) -> P215(7D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 258 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 7 Total blocked ticks: 25140 Total stationary ticks: 253135 Seat-event requests: 2049 Failed seat-event starts: 1769 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 215 Critical blocker identity: P215->7D(RIGHT) Direct fan-out: 1 Total indirect descendants: 6 Critical tree size including blocker: 7 Critical tree depth: 7 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 10 Unresolved outside passengers: 34 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P215(7D/RIGHT/WAITING_FOR_SEAT_EVENT) P130(17F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P63(22I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P60(29I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P253(7H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P92(5H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P258(5F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1769 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 8|9|10 Critical blocker unavailable yield tiles: 10 Critical blocker yield-tile occupants: 227 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1769 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 810 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[227]: P227(33I/RIGHT/MOVING_IN_AISLE@tile10) -> P323(11E/RIGHT/WAITING_AT_ROW@tile11) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P323->11E(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P227{seat=33I,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=10,directBlocker=323,lastMoveTick=865,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 8|9|10 Current unavailable yield tiles: 10 Current yield-tile occupants: 227 Final row-event chain: 215|227|323 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2049\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1770\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 18 FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES ============================================================ Date/Time: 2026-07-16 21:41:58 Experiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET Frozen architecture enabled: true Experiment seed: 1883790101901 Scenario number: 18 Scenario seed: 2589570060429975166 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET Row-zone concentration (diagnostic control): 28.09% Blocker-prone seat share (topology component): 59.57% Aisle-assignment balance: 96.91% OUTCOME ------- Status: SUCCESS Completed ticks: 1156 Passengers seated: 324/324 Average waiting ticks: 535.42 Longest waiting passenger: P21->1D(RIGHT) Longest waiting ticks: 1153 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2855 Maximum occupied tiles: 20 Seat events: 157 Single-blocker events: 46 Multiple-blocker events: 21 Temporary aisle reoccupations: 89 RIGHT AISLE ----------- Total moves: 2699 Maximum occupied tiles: 20 Seat events: 167 Single-blocker events: 43 Multiple-blocker events: 19 Temporary aisle reoccupations: 86 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 140 Reservations granted: 135 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 12948 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 14030 Total stationary ticks: 185192 Seat-event requests: 330 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 567 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 567 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 335\nPrecedence substitutions made: 10\nDependency chains followed: 10\nBlocked by waiting-row occupant: 10\nSubstituted events started: 13\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 18 | standardDataset=280/324 (86.42%) | fineZoneDataset=324/324 (100.00%) | seatedDelta=+44 | completionDelta=+13.58% | outsideDelta=-34 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=true | fineZoneWorse=false | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | fineZoneFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 18 FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES ============================================================ Date/Time: 2026-07-16 21:41:58 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1883790101901 Scenario number: 19 Scenario seed: 7921364447713280076 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.05% Blocker-prone seat share (topology component): 65.64% Aisle-assignment balance: 99.61% OUTCOME ------- Status: SUCCESS Completed ticks: 925 Passengers seated: 259/259 Average waiting ticks: 433.42 Longest waiting passenger: P88->23F(LEFT) Longest waiting ticks: 873 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 2 Cluster candidates evaluated: 3 Executable cluster candidates: 3 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 6 Selected release potential total: 9 Last cluster decision: RIGHT:tiles16-20:occupied=4:anchor=P82:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 16 Regions dissolved: 1 Repeated reconstructions avoided: 16 Largest region lifetime: 17 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=17 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1867 Maximum occupied tiles: 12 Seat events: 130 Single-blocker events: 38 Multiple-blocker events: 11 Temporary aisle reoccupations: 60 RIGHT AISLE ----------- Total moves: 2010 Maximum occupied tiles: 12 Seat events: 129 Single-blocker events: 32 Multiple-blocker events: 13 Temporary aisle reoccupations: 58 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 94 Reservations granted: 92 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4592 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5904 Total stationary ticks: 116057 Seat-event requests: 273 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 695 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 695 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 273\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 5\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 18 FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES ============================================================ Date/Time: 2026-07-16 21:41:58 Experiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET Frozen architecture enabled: true Experiment seed: 1883790101901 Scenario number: 19 Scenario seed: 7921364447713280076 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET Row-zone concentration (diagnostic control): 32.05% Blocker-prone seat share (topology component): 65.64% Aisle-assignment balance: 99.61% OUTCOME ------- Status: SUCCESS Completed ticks: 907 Passengers seated: 259/259 Average waiting ticks: 427.53 Longest waiting passenger: P195->3A(LEFT) Longest waiting ticks: 897 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1867 Maximum occupied tiles: 17 Seat events: 130 Single-blocker events: 33 Multiple-blocker events: 11 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 2010 Maximum occupied tiles: 18 Seat events: 129 Single-blocker events: 33 Multiple-blocker events: 15 Temporary aisle reoccupations: 63 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 91 Reservations granted: 91 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8848 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9488 Total stationary ticks: 118507 Seat-event requests: 262 Failed seat-event starts: 3 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 387 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 2 Rear-boundary failures: 1 Middle-bank reservation failures: 0 Active-event deferrals: 387 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 262\nPrecedence substitutions made: 8\nDependency chains followed: 8\nBlocked by waiting-row occupant: 8\nSubstituted events started: 9\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 19 | standardDataset=259/259 (100.00%) | fineZoneDataset=259/259 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | fineZoneWorse=false | standardFamily=COMPLETE_CABIN | fineZoneFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 18 FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES ============================================================ Date/Time: 2026-07-16 21:41:58 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1883790101901 Scenario number: 20 Scenario seed: 438214398072004667 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.29% Blocker-prone seat share (topology component): 66.79% Aisle-assignment balance: 99.27% OUTCOME ------- Status: SUCCESS Completed ticks: 988 Passengers seated: 274/274 Average waiting ticks: 451.89 Longest waiting passenger: P47->31I(RIGHT) Longest waiting ticks: 940 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles10-12:occupied=3:anchor=P44:selected=P49:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2003 Maximum occupied tiles: 13 Seat events: 136 Single-blocker events: 39 Multiple-blocker events: 11 Temporary aisle reoccupations: 61 RIGHT AISLE ----------- Total moves: 2268 Maximum occupied tiles: 12 Seat events: 138 Single-blocker events: 37 Multiple-blocker events: 12 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 93 Reservations granted: 93 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5401 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6753 Total stationary ticks: 128414 Seat-event requests: 285 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 682 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 682 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 284\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 18 FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES ============================================================ Date/Time: 2026-07-16 21:41:58 Experiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET Frozen architecture enabled: true Experiment seed: 1883790101901 Scenario number: 20 Scenario seed: 438214398072004667 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET Row-zone concentration (diagnostic control): 30.29% Blocker-prone seat share (topology component): 66.79% Aisle-assignment balance: 99.27% OUTCOME ------- Status: SUCCESS Completed ticks: 960 Passengers seated: 274/274 Average waiting ticks: 445.02 Longest waiting passenger: P250->2G(RIGHT) Longest waiting ticks: 953 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2003 Maximum occupied tiles: 17 Seat events: 136 Single-blocker events: 36 Multiple-blocker events: 10 Temporary aisle reoccupations: 56 RIGHT AISLE ----------- Total moves: 2268 Maximum occupied tiles: 17 Seat events: 138 Single-blocker events: 38 Multiple-blocker events: 14 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 94 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 10084 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 10901 Total stationary ticks: 130976 Seat-event requests: 278 Failed seat-event starts: 4 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 439 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 4 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 439 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 283\nPrecedence substitutions made: 8\nDependency chains followed: 8\nBlocked by waiting-row occupant: 9\nSubstituted events started: 8\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 20 | standardDataset=274/274 (100.00%) | fineZoneDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | fineZoneWorse=false | standardFamily=COMPLETE_CABIN | fineZoneFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 18 FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES ============================================================ Date/Time: 2026-07-16 21:41:58 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1883790101901 Scenario number: 21 Scenario seed: 1344443307191741596 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.43% Blocker-prone seat share (topology component): 57.19% Aisle-assignment balance: 98.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1095 Passengers seated: 306/306 Average waiting ticks: 501.83 Longest waiting passenger: P88->7E(RIGHT) Longest waiting ticks: 1046 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 27 Regions dissolved: 2 Repeated reconstructions avoided: 27 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2671 Maximum occupied tiles: 12 Seat events: 150 Single-blocker events: 46 Multiple-blocker events: 13 Temporary aisle reoccupations: 72 RIGHT AISLE ----------- Total moves: 2736 Maximum occupied tiles: 13 Seat events: 156 Single-blocker events: 35 Multiple-blocker events: 21 Temporary aisle reoccupations: 78 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 130 Reservations granted: 126 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6828 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8263 Total stationary ticks: 159467 Seat-event requests: 323 Failed seat-event starts: 17 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 694 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 17 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 694 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 326\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 18 FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES ============================================================ Date/Time: 2026-07-16 21:41:58 Experiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET Frozen architecture enabled: true Experiment seed: 1883790101901 Scenario number: 21 Scenario seed: 1344443307191741596 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET Row-zone concentration (diagnostic control): 28.43% Blocker-prone seat share (topology component): 57.19% Aisle-assignment balance: 98.04% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2586 Passengers seated: 177/306 Average waiting ticks: 1088.24 Longest waiting passenger: P0->19E(LEFT) Longest waiting ticks: 2586 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 33 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 34 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2412 Regions dissolved: 0 Repeated reconstructions avoided: 2412 Largest region lifetime: 2413 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2413:occupied=34 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 2368 State changes reopening evaluation: 32 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1250 Maximum occupied tiles: 34 Seat events: 21 Single-blocker events: 3 Multiple-blocker events: 1 Temporary aisle reoccupations: 5 RIGHT AISLE ----------- Total moves: 2736 Maximum occupied tiles: 19 Seat events: 156 Single-blocker events: 31 Multiple-blocker events: 14 Temporary aisle reoccupations: 60 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 2476 Reservations granted: 2476 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 95 Remaining moving in aisle: 33 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 78903 Longest unresolved passenger ID: 0 Longest unresolved row: 19 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 34 Longest dependency chain: P286(25C/LEFT) -> P113(24D/LEFT) -> P299(24C/LEFT) -> P278(21A/LEFT) -> P101(23C/LEFT) -> P163(24A/LEFT) -> P259(25B/LEFT) -> P13(21B/LEFT) -> P226(24G/LEFT) -> P302(31A/LEFT) -> P100(26C/LEFT) -> P31(26F/LEFT) -> P145(27B/LEFT) -> P70(31E/LEFT) -> P298(28C/LEFT) -> P122(29A/LEFT) -> P92(30A/LEFT) -> P52(27C/LEFT) -> P201(31B/LEFT) -> P8(30G/LEFT) -> P132(31C/LEFT) -> P80(26B/LEFT) -> P90(27G/LEFT) -> P140(29B/LEFT) -> P196(26A/LEFT) -> P5(28A/LEFT) -> P42(29C/LEFT) -> P22(30F/LEFT) -> P296(30C/LEFT) -> P169(32A/LEFT) -> P193(35D/LEFT) -> P214(35C/LEFT) -> P251(35E/LEFT) -> P28(34G/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 286 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 33 Total blocked ticks: 89670 Total stationary ticks: 419111 Seat-event requests: 2583 Failed seat-event starts: 2406 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 28 Critical blocker identity: P28->34G(LEFT) Direct fan-out: 1 Total indirect descendants: 33 Critical tree size including blocker: 34 Critical tree depth: 34 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 34 Unresolved outside passengers: 95 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P28(34G/LEFT/WAITING_FOR_SEAT_EVENT) P251(35E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P214(35C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P193(35D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P169(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P296(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P22(30F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P42(29C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P5(28A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P196(26A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P140(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P90(27G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P80(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P132(31C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P8(30G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P201(31B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P52(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P92(30A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P122(29A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P298(28C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P70(31E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P145(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P31(26F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P100(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P302(31A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(24G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P13(21B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P259(25B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P163(24A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P101(23C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P278(21A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P299(24C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P113(24D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P286(25C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 2404 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 3 Critical blocker required yield tiles: 35|36|37 Critical blocker unavailable yield tiles: 37 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 2 Rear-boundary failures: 2404 Middle-bank reservation failures: 0 Active-event deferrals: 270 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 35|36|37 Current unavailable yield tiles: 37 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2583\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 7\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 21 | standardDataset=306/306 (100.00%) | fineZoneDataset=177/306 (57.84%) | seatedDelta=-129 | completionDelta=-42.16% | outsideDelta=+95 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | fineZoneWorse=true | standardFamily=COMPLETE_CABIN | fineZoneFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 18 FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES ============================================================ Date/Time: 2026-07-16 21:41:58 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1883790101901 Scenario number: 22 Scenario seed: 4470446995689889828 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 288 Occupancy: 80% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.08% Blocker-prone seat share (topology component): 59.72% Aisle-assignment balance: 94.44% OUTCOME ------- Status: SUCCESS Completed ticks: 1069 Passengers seated: 288/288 Average waiting ticks: 475.84 Longest waiting passenger: P92->6I(RIGHT) Longest waiting ticks: 1014 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 3 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 49 Regions dissolved: 2 Repeated reconstructions avoided: 49 Largest region lifetime: 28 Maximum simultaneous active regions: 2 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=28 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2324 Maximum occupied tiles: 13 Seat events: 136 Single-blocker events: 33 Multiple-blocker events: 15 Temporary aisle reoccupations: 65 RIGHT AISLE ----------- Total moves: 2651 Maximum occupied tiles: 14 Seat events: 152 Single-blocker events: 36 Multiple-blocker events: 20 Temporary aisle reoccupations: 78 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 133 Reservations granted: 133 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6106 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7484 Total stationary ticks: 142197 Seat-event requests: 313 Failed seat-event starts: 25 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 731 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 25 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 731 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 312\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 26\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 18 FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES ============================================================ Date/Time: 2026-07-16 21:41:58 Experiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET Frozen architecture enabled: true Experiment seed: 1883790101901 Scenario number: 22 Scenario seed: 4470446995689889828 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 288 Occupancy: 80% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET Row-zone concentration (diagnostic control): 27.08% Blocker-prone seat share (topology component): 59.72% Aisle-assignment balance: 94.44% OUTCOME ------- Status: SUCCESS Completed ticks: 1059 Passengers seated: 288/288 Average waiting ticks: 466.87 Longest waiting passenger: P66->6D(RIGHT) Longest waiting ticks: 1041 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 3 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 2 Last cluster decision: LEFT:region=R4:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 78 Regions dissolved: 4 Repeated reconstructions avoided: 78 Largest region lifetime: 28 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=16 Confirmation deferral ticks: 5 Regions reaching confirmation: 3 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2324 Maximum occupied tiles: 19 Seat events: 136 Single-blocker events: 34 Multiple-blocker events: 10 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 2651 Maximum occupied tiles: 22 Seat events: 152 Single-blocker events: 34 Multiple-blocker events: 24 Temporary aisle reoccupations: 88 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 135 Reservations granted: 128 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 11962 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 13104 Total stationary ticks: 145473 Seat-event requests: 304 Failed seat-event starts: 16 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 535 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 16 Rear-boundary failures: 0 Middle-bank reservation failures: 7 Active-event deferrals: 535 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 310\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 11\nOccupied-space rejections: 26\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 22 | standardDataset=288/288 (100.00%) | fineZoneDataset=288/288 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=4 | clusterSelections=1 | clusterStarts=2 | convertedToSuccess=false | fineZoneWorse=false | standardFamily=COMPLETE_CABIN | fineZoneFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 18 FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES ============================================================ Date/Time: 2026-07-16 21:41:58 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1883790101901 Scenario number: 23 Scenario seed: -5253404478737881774 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.77% Blocker-prone seat share (topology component): 75.88% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 808 Passengers seated: 228/228 Average waiting ticks: 370.20 Longest waiting passenger: P75->7H(RIGHT) Longest waiting ticks: 772 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1701 Maximum occupied tiles: 12 Seat events: 114 Single-blocker events: 29 Multiple-blocker events: 15 Temporary aisle reoccupations: 64 RIGHT AISLE ----------- Total moves: 1624 Maximum occupied tiles: 12 Seat events: 114 Single-blocker events: 25 Multiple-blocker events: 13 Temporary aisle reoccupations: 54 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 119 Reservations granted: 119 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4300 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5322 Total stationary ticks: 87936 Seat-event requests: 235 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 552 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 552 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 235\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 18 FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES ============================================================ Date/Time: 2026-07-16 21:41:58 Experiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET Frozen architecture enabled: true Experiment seed: 1883790101901 Scenario number: 23 Scenario seed: -5253404478737881774 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET Row-zone concentration (diagnostic control): 33.77% Blocker-prone seat share (topology component): 75.88% Aisle-assignment balance: 100.00% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2290 Passengers seated: 141/228 Average waiting ticks: 832.77 Longest waiting passenger: P3->16E(LEFT) Longest waiting ticks: 2290 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 38 Cluster candidates evaluated: 99 Executable cluster candidates: 0 Rejected cluster candidates: 99 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 29 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2173 Regions dissolved: 0 Repeated reconstructions avoided: 2173 Largest region lifetime: 2174 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2174:occupied=29 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 2058 State changes reopening evaluation: 37 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1068 Maximum occupied tiles: 29 Seat events: 27 Single-blocker events: 2 Multiple-blocker events: 1 Temporary aisle reoccupations: 4 RIGHT AISLE ----------- Total moves: 1624 Maximum occupied tiles: 18 Seat events: 114 Single-blocker events: 19 Multiple-blocker events: 7 Temporary aisle reoccupations: 34 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 2177 Reservations granted: 2175 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 58 Remaining moving in aisle: 25 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 51665 Longest unresolved passenger ID: 3 Longest unresolved row: 16 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 23 Longest dependency chain: P64(15F/LEFT) -> P0(13C/LEFT) -> P15(17F/LEFT) -> P5(20E/LEFT) -> P173(18F/LEFT) -> P190(20D/LEFT) -> P105(21A/LEFT) -> P141(20F/LEFT) -> P43(19E/LEFT) -> P107(18A/LEFT) -> P101(19B/LEFT) -> P168(19A/LEFT) -> P104(21B/LEFT) -> P219(17A/LEFT) -> P118(18B/LEFT) -> P51(20B/LEFT) -> P144(21F/LEFT) -> P36(19D/LEFT) -> P134(20A/LEFT) -> P79(22A/LEFT) -> P215(25A/LEFT) -> P14(24B/LEFT) -> P207(23F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 64 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 25 Total blocked ticks: 65974 Total stationary ticks: 246440 Seat-event requests: 2246 Failed seat-event starts: 2105 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 207 Critical blocker identity: P207->23F(LEFT) Direct fan-out: 1 Total indirect descendants: 22 Critical tree size including blocker: 23 Critical tree depth: 23 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 29 Unresolved outside passengers: 58 Unresolved internal passengers outside critical tree: 6 Critical blocker tree: P207(23F/LEFT/WAITING_FOR_SEAT_EVENT) P14(24B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P215(25A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P79(22A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P134(20A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P36(19D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P144(21F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P51(20B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P118(18B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P219(17A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P104(21B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P168(19A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P101(19B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P107(18A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P43(19E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P141(20F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P105(21A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P190(20D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P173(18F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P5(20E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P15(17F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P0(13C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P64(15F/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 2102 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 24|25|26 Critical blocker unavailable yield tiles: 24|25|26 Critical blocker yield-tile occupants: 132|197|222 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 2 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 2102 Rear-boundary failures: 3 Middle-bank reservation failures: 2 Active-event deferrals: 342 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 3 Trace length: 3 Yield-occupant trace: yieldOccupant[132]: P132(25F/LEFT/MOVING_IN_AISLE@tile24) -> P197(26B/LEFT/MOVING_IN_AISLE@tile25) -> P222(26E/LEFT/WAITING_AT_ROW@tile26) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[197]: P197(26B/LEFT/MOVING_IN_AISLE@tile25) -> P222(26E/LEFT/WAITING_AT_ROW@tile26) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[222]: P222(26E/LEFT/WAITING_AT_ROW@tile26) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P222->26E(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P132{seat=25F,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=24,directBlocker=197,lastMoveTick=212,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P197{seat=26B,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=25,directBlocker=222,lastMoveTick=183,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P222{seat=26E,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=26,directBlocker=-1,lastMoveTick=182,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 24|25|26 Current unavailable yield tiles: 24|25|26 Current yield-tile occupants: 132|197|222 Final row-event chain: 207|132|197|222 Final row-event chain length: 4 Distinct row events in chain: 4 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 4 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2248\nPrecedence substitutions made: 2\nDependency chains followed: 24\nBlocked by waiting-row occupant: 24\nSubstituted events started: 3\nOccupied-space rejections: 6255\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 23 | standardDataset=228/228 (100.00%) | fineZoneDataset=141/228 (61.84%) | seatedDelta=-87 | completionDelta=-38.16% | outsideDelta=+58 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | fineZoneWorse=true | standardFamily=COMPLETE_CABIN | fineZoneFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 18 FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES ============================================================ Date/Time: 2026-07-16 21:41:58 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1883790101901 Scenario number: 24 Scenario seed: -2709847261066063912 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 245 Occupancy: 85% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.02% Blocker-prone seat share (topology component): 67.76% Aisle-assignment balance: 98.78% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2377 Passengers seated: 229/245 Average waiting ticks: 407.46 Longest waiting passenger: P23->26A(LEFT) Longest waiting ticks: 2313 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 19 Cluster candidates evaluated: 16 Executable cluster candidates: 1 Rejected cluster candidates: 15 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 16 Selected release potential total: 4 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1921 Regions dissolved: 1 Repeated reconstructions avoided: 1921 Largest region lifetime: 1879 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1879:occupied=16 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1687 State changes reopening evaluation: 17 Region priority competitions: 5 Regions ranked: 10 Hierarchical selections: 5 Lower-priority evaluations deferred: 1 Highest selected priority score: 17671 Left/right priority wins: 5/0 Priority ties: 0 Last priority decision: LEFT:R1:score=17671 | RIGHT:R2:score=2210 | selected=LEFT LEFT AISLE ---------- Total moves: 1788 Maximum occupied tiles: 19 Seat events: 105 Single-blocker events: 16 Multiple-blocker events: 9 Temporary aisle reoccupations: 34 RIGHT AISLE ----------- Total moves: 1976 Maximum occupied tiles: 15 Seat events: 124 Single-blocker events: 34 Multiple-blocker events: 14 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 145 Reservations granted: 145 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 14 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 24510 Longest unresolved passenger ID: 165 Longest unresolved row: 31 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 12 Longest dependency chain: P113(23B/LEFT) -> P108(30A/LEFT) -> P235(18E/LEFT) -> P133(25B/LEFT) -> P17(24A/LEFT) -> P139(31B/LEFT) -> P68(27B/LEFT) -> P27(29C/LEFT) -> P49(27F/LEFT) -> P76(30B/LEFT) -> P102(32B/LEFT) -> P23(26A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 113 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 14 Total blocked ticks: 33412 Total stationary ticks: 127745 Seat-event requests: 1964 Failed seat-event starts: 1735 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 23 Critical blocker identity: P23->26A(LEFT) Direct fan-out: 1 Total indirect descendants: 11 Critical tree size including blocker: 12 Critical tree depth: 12 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 16 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 4 Critical blocker tree: P23(26A/LEFT/WAITING_FOR_SEAT_EVENT) P102(32B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P76(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P49(27F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P27(29C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P68(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P139(31B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P17(24A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P133(25B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P235(18E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P108(30A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P113(23B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1671 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 27|28 Critical blocker unavailable yield tiles: 28 Critical blocker yield-tile occupants: 213 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1671 Rear-boundary failures: 64 Middle-bank reservation failures: 0 Active-event deferrals: 813 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 4 Yield-occupant trace: yieldOccupant[213]: P213(32A/LEFT/MOVING_IN_AISLE@tile28) -> P95(31C/LEFT/MOVING_IN_AISLE@tile29) -> P165(31A/LEFT/MOVING_IN_AISLE@tile30) -> P180(31F/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P180->31F(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P213{seat=32A,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=28,directBlocker=95,lastMoveTick=510,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 27|28 Current unavailable yield tiles: 28 Current yield-tile occupants: 213 Final row-event chain: 23|213|95|165|180 Final row-event chain length: 5 Distinct row events in chain: 5 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1963\nPrecedence substitutions made: 1\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1676\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 18 FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES ============================================================ Date/Time: 2026-07-16 21:41:58 Experiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET Frozen architecture enabled: true Experiment seed: 1883790101901 Scenario number: 24 Scenario seed: -2709847261066063912 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 245 Occupancy: 85% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET Row-zone concentration (diagnostic control): 31.02% Blocker-prone seat share (topology component): 67.76% Aisle-assignment balance: 98.78% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2358 Passengers seated: 130/245 Average waiting ticks: 1025.16 Longest waiting passenger: P0->7A(LEFT) Longest waiting ticks: 2358 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 27 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 31 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2279 Regions dissolved: 0 Repeated reconstructions avoided: 2279 Largest region lifetime: 2280 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2280:occupied=31 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 2251 State changes reopening evaluation: 26 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 640 Maximum occupied tiles: 31 Seat events: 6 Single-blocker events: 1 Multiple-blocker events: 0 Temporary aisle reoccupations: 1 RIGHT AISLE ----------- Total moves: 1976 Maximum occupied tiles: 18 Seat events: 124 Single-blocker events: 29 Multiple-blocker events: 12 Temporary aisle reoccupations: 53 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 2333 Reservations granted: 2329 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 84 Remaining moving in aisle: 30 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 68236 Longest unresolved passenger ID: 0 Longest unresolved row: 7 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 31 Longest dependency chain: P125(21D/LEFT) -> P43(23A/LEFT) -> P190(21B/LEFT) -> P133(25B/LEFT) -> P17(24A/LEFT) -> P68(27B/LEFT) -> P49(27F/LEFT) -> P23(26A/LEFT) -> P116(26F/LEFT) -> P176(27C/LEFT) -> P237(26C/LEFT) -> P8(27A/LEFT) -> P236(26B/LEFT) -> P92(24D/LEFT) -> P202(24C/LEFT) -> P234(24B/LEFT) -> P88(28C/LEFT) -> P128(28D/LEFT) -> P46(25A/LEFT) -> P9(28A/LEFT) -> P141(27D/LEFT) -> P196(28F/LEFT) -> P108(30A/LEFT) -> P139(31B/LEFT) -> P27(29C/LEFT) -> P76(30B/LEFT) -> P102(32B/LEFT) -> P213(32A/LEFT) -> P95(31C/LEFT) -> P165(31A/LEFT) -> P180(31F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 125 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 30 Total blocked ticks: 75982 Total stationary ticks: 324061 Seat-event requests: 2411 Failed seat-event starts: 2281 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 180 Critical blocker identity: P180->31F(LEFT) Direct fan-out: 1 Total indirect descendants: 30 Critical tree size including blocker: 31 Critical tree depth: 31 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 31 Unresolved outside passengers: 84 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P180(31F/LEFT/WAITING_FOR_SEAT_EVENT) P165(31A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P95(31C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P213(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P102(32B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P76(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P27(29C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P139(31B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P108(30A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P196(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P141(27D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P9(28A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P46(25A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P128(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P88(28C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P234(24B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P202(24C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P92(24D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P236(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P8(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P237(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P176(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P116(26F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P23(26A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P49(27F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P68(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P17(24A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P133(25B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P190(21B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P43(23A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P125(21D/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 2281 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 32|33 Critical blocker unavailable yield tiles: 33 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 0 Rear-boundary failures: 2281 Middle-bank reservation failures: 4 Active-event deferrals: 155 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 32|33 Current unavailable yield tiles: 33 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2416\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 2\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 24 | standardDataset=229/245 (93.47%) | fineZoneDataset=130/245 (53.06%) | seatedDelta=-99 | completionDelta=-40.41% | outsideDelta=+84 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | fineZoneWorse=true | standardFamily=MOVING_PASSENGER_YIELD_CHAIN | fineZoneFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 18 FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES ============================================================ Date/Time: 2026-07-16 21:41:59 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1883790101901 Scenario number: 25 Scenario seed: -8893956359817527084 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.70% Blocker-prone seat share (topology component): 58.64% Aisle-assignment balance: 93.83% OUTCOME ------- Status: SUCCESS Completed ticks: 1225 Passengers seated: 324/324 Average waiting ticks: 541.10 Longest waiting passenger: P312->12C(LEFT) Longest waiting ticks: 1164 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 22 Regions dissolved: 1 Repeated reconstructions avoided: 22 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=23 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3081 Maximum occupied tiles: 15 Seat events: 172 Single-blocker events: 47 Multiple-blocker events: 20 Temporary aisle reoccupations: 91 RIGHT AISLE ----------- Total moves: 2799 Maximum occupied tiles: 12 Seat events: 152 Single-blocker events: 40 Multiple-blocker events: 18 Temporary aisle reoccupations: 77 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 147 Reservations granted: 141 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7592 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8945 Total stationary ticks: 181842 Seat-event requests: 336 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 662 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 662 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 342\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 18 FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES ============================================================ Date/Time: 2026-07-16 21:41:59 Experiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET Frozen architecture enabled: true Experiment seed: 1883790101901 Scenario number: 25 Scenario seed: -8893956359817527084 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET Row-zone concentration (diagnostic control): 28.70% Blocker-prone seat share (topology component): 58.64% Aisle-assignment balance: 93.83% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2701 Passengers seated: 317/324 Average waiting ticks: 551.85 Longest waiting passenger: P137->34I(RIGHT) Longest waiting ticks: 2607 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 3 Cluster candidates evaluated: 6 Executable cluster candidates: 0 Rejected cluster candidates: 6 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 7 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2497 Regions dissolved: 0 Repeated reconstructions avoided: 2497 Largest region lifetime: 2498 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2498:occupied=7 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1877 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3081 Maximum occupied tiles: 20 Seat events: 172 Single-blocker events: 46 Multiple-blocker events: 28 Temporary aisle reoccupations: 107 RIGHT AISLE ----------- Total moves: 2794 Maximum occupied tiles: 21 Seat events: 145 Single-blocker events: 33 Multiple-blocker events: 9 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 138 Reservations granted: 135 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 13234 Longest unresolved passenger ID: 51 Longest unresolved row: 36 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P39(36J/RIGHT) -> P137(34I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 39 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 31210 Total stationary ticks: 198132 Seat-event requests: 2210 Failed seat-event starts: 1893 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 30 Critical blocker identity: P30->30I(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 7 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 5 Critical blocker tree: P30(30I/RIGHT/WAITING_FOR_SEAT_EVENT) P97(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 2292 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: 11 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 2 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1893 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 2292 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[11]: P11(31J/RIGHT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P11->31J(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P11{seat=31J,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=349,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 31 Current unavailable yield tiles: 31 Current yield-tile occupants: 11 Final row-event chain: 30|11 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 4 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2213\nPrecedence substitutions made: 11\nDependency chains followed: 1852\nBlocked by waiting-row occupant: 1852\nSubstituted events started: 12\nOccupied-space rejections: 7525\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 25 | standardDataset=324/324 (100.00%) | fineZoneDataset=317/324 (97.84%) | seatedDelta=-7 | completionDelta=-2.16% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | fineZoneWorse=true | standardFamily=COMPLETE_CABIN | fineZoneFamily=LINKED_ROW_EVENT_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 18 FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES ============================================================ Date/Time: 2026-07-16 21:41:59 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1883790101901 Scenario number: 26 Scenario seed: 5314736002646143648 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1008 Passengers seated: 282/282 Average waiting ticks: 463.03 Longest waiting passenger: P248->14I(RIGHT) Longest waiting ticks: 952 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2130 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 38 Multiple-blocker events: 18 Temporary aisle reoccupations: 74 RIGHT AISLE ----------- Total moves: 2226 Maximum occupied tiles: 13 Seat events: 144 Single-blocker events: 42 Multiple-blocker events: 14 Temporary aisle reoccupations: 70 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 100 Reservations granted: 100 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5644 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6924 Total stationary ticks: 135358 Seat-event requests: 294 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 614 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 614 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 294\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 18 FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES ============================================================ Date/Time: 2026-07-16 21:41:59 Experiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET Frozen architecture enabled: true Experiment seed: 1883790101901 Scenario number: 26 Scenario seed: 5314736002646143648 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1001 Passengers seated: 282/282 Average waiting ticks: 455.88 Longest waiting passenger: P34->7H(RIGHT) Longest waiting ticks: 988 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2130 Maximum occupied tiles: 17 Seat events: 138 Single-blocker events: 38 Multiple-blocker events: 16 Temporary aisle reoccupations: 70 RIGHT AISLE ----------- Total moves: 2226 Maximum occupied tiles: 17 Seat events: 144 Single-blocker events: 44 Multiple-blocker events: 15 Temporary aisle reoccupations: 74 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 101 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 10319 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 11208 Total stationary ticks: 137771 Seat-event requests: 299 Failed seat-event starts: 17 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 482 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 2 Middle-bank reservation failures: 0 Active-event deferrals: 482 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 299\nPrecedence substitutions made: 6\nDependency chains followed: 10\nBlocked by waiting-row occupant: 10\nSubstituted events started: 7\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 26 | standardDataset=282/282 (100.00%) | fineZoneDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | fineZoneWorse=false | standardFamily=COMPLETE_CABIN | fineZoneFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 18 FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES ============================================================ Date/Time: 2026-07-16 21:41:59 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1883790101901 Scenario number: 27 Scenario seed: -1351605051253990691 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 29.41% Blocker-prone seat share (topology component): 59.80% Aisle-assignment balance: 95.42% OUTCOME ------- Status: SUCCESS Completed ticks: 1133 Passengers seated: 306/306 Average waiting ticks: 505.27 Longest waiting passenger: P241->23A(LEFT) Longest waiting ticks: 1084 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 3 Cluster candidates evaluated: 4 Executable cluster candidates: 2 Rejected cluster candidates: 2 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 7 Selected release potential total: 10 Last cluster decision: RIGHT:tiles19-22:occupied=4:anchor=P23:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 35 Regions dissolved: 2 Repeated reconstructions avoided: 35 Largest region lifetime: 32 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=32 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2815 Maximum occupied tiles: 14 Seat events: 160 Single-blocker events: 45 Multiple-blocker events: 19 Temporary aisle reoccupations: 86 RIGHT AISLE ----------- Total moves: 2570 Maximum occupied tiles: 14 Seat events: 146 Single-blocker events: 41 Multiple-blocker events: 12 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 135 Reservations granted: 134 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6673 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8240 Total stationary ticks: 160374 Seat-event requests: 322 Failed seat-event starts: 16 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 789 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 16 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 789 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 322\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 18 FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES ============================================================ Date/Time: 2026-07-16 21:41:59 Experiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET Frozen architecture enabled: true Experiment seed: 1883790101901 Scenario number: 27 Scenario seed: -1351605051253990691 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET Row-zone concentration (diagnostic control): 29.41% Blocker-prone seat share (topology component): 59.80% Aisle-assignment balance: 95.42% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2603 Passengers seated: 304/306 Average waiting ticks: 508.70 Longest waiting passenger: P259->34G(LEFT) Longest waiting ticks: 2494 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2815 Maximum occupied tiles: 20 Seat events: 158 Single-blocker events: 46 Multiple-blocker events: 18 Temporary aisle reoccupations: 85 RIGHT AISLE ----------- Total moves: 2570 Maximum occupied tiles: 19 Seat events: 146 Single-blocker events: 40 Multiple-blocker events: 11 Temporary aisle reoccupations: 63 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1868 Reservations granted: 1864 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 12448 Longest unresolved passenger ID: 154 Longest unresolved row: 36 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 1 Longest dependency chain: P154(36G/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 154 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 18340 Total stationary ticks: 166940 Seat-event requests: 2047 Failed seat-event starts: 1743 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 154 Critical blocker identity: P154->36G(LEFT) Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 1 Critical tree depth: 1 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P154(36G/LEFT/WAITING_FOR_SEAT_EVENT) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1743 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1743 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 1687 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 37|38 Current unavailable yield tiles: 37|38 Current yield-tile occupants: -1|-1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2051\nPrecedence substitutions made: 8\nDependency chains followed: 1744\nBlocked by waiting-row occupant: 1745\nSubstituted events started: 10\nOccupied-space rejections: 1749\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 27 | standardDataset=306/306 (100.00%) | fineZoneDataset=304/306 (99.35%) | seatedDelta=-2 | completionDelta=-0.65% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | fineZoneWorse=true | standardFamily=COMPLETE_CABIN | fineZoneFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 18 FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES ============================================================ Date/Time: 2026-07-16 21:41:59 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1883790101901 Scenario number: 28 Scenario seed: -4534317679603080436 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.05% Blocker-prone seat share (topology component): 67.95% Aisle-assignment balance: 97.30% OUTCOME ------- Status: SUCCESS Completed ticks: 936 Passengers seated: 259/259 Average waiting ticks: 424.49 Longest waiting passenger: P45->1B(LEFT) Longest waiting ticks: 889 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2031 Maximum occupied tiles: 13 Seat events: 133 Single-blocker events: 30 Multiple-blocker events: 11 Temporary aisle reoccupations: 52 RIGHT AISLE ----------- Total moves: 2032 Maximum occupied tiles: 11 Seat events: 126 Single-blocker events: 36 Multiple-blocker events: 8 Temporary aisle reoccupations: 52 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 88 Reservations granted: 88 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5232 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6433 Total stationary ticks: 114461 Seat-event requests: 266 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 567 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 567 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 266\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 18 FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES ============================================================ Date/Time: 2026-07-16 21:41:59 Experiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET Frozen architecture enabled: true Experiment seed: 1883790101901 Scenario number: 28 Scenario seed: -4534317679603080436 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET Row-zone concentration (diagnostic control): 32.05% Blocker-prone seat share (topology component): 67.95% Aisle-assignment balance: 97.30% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2411 Passengers seated: 257/259 Average waiting ticks: 422.73 Longest waiting passenger: P130->31A(LEFT) Longest waiting ticks: 2315 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2029 Maximum occupied tiles: 18 Seat events: 131 Single-blocker events: 30 Multiple-blocker events: 9 Temporary aisle reoccupations: 48 RIGHT AISLE ----------- Total moves: 2032 Maximum occupied tiles: 18 Seat events: 126 Single-blocker events: 36 Multiple-blocker events: 8 Temporary aisle reoccupations: 52 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 91 Reservations granted: 85 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 9563 Longest unresolved passenger ID: 156 Longest unresolved row: 32 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P156(32F/LEFT) -> P130(31A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 156 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 14885 Total stationary ticks: 120387 Seat-event requests: 1953 Failed seat-event starts: 1696 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 130 Critical blocker identity: P130->31A(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P130(31A/LEFT/WAITING_FOR_SEAT_EVENT) P156(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1696 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 32|33 Critical blocker unavailable yield tiles: 33 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 0 Rear-boundary failures: 1696 Middle-bank reservation failures: 6 Active-event deferrals: 874 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 32|33 Current unavailable yield tiles: 33 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1960\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 2\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 28 | standardDataset=259/259 (100.00%) | fineZoneDataset=257/259 (99.23%) | seatedDelta=-2 | completionDelta=-0.77% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | fineZoneWorse=true | standardFamily=COMPLETE_CABIN | fineZoneFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 18 FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES ============================================================ Date/Time: 2026-07-16 21:41:59 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1883790101901 Scenario number: 29 Scenario seed: 7101612327439196415 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.82% Blocker-prone seat share (topology component): 73.04% Aisle-assignment balance: 94.12% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2151 Passengers seated: 154/204 Average waiting ticks: 494.93 Longest waiting passenger: P5->25F(LEFT) Longest waiting ticks: 2151 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 34 Cluster candidates evaluated: 57 Executable cluster candidates: 0 Rejected cluster candidates: 57 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 29 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1962 Regions dissolved: 0 Repeated reconstructions avoided: 1962 Largest region lifetime: 1963 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1963:occupied=29 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1740 State changes reopening evaluation: 33 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1129 Maximum occupied tiles: 29 Seat events: 62 Single-blocker events: 10 Multiple-blocker events: 0 Temporary aisle reoccupations: 10 RIGHT AISLE ----------- Total moves: 1463 Maximum occupied tiles: 12 Seat events: 92 Single-blocker events: 18 Multiple-blocker events: 5 Temporary aisle reoccupations: 28 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1850 Reservations granted: 1850 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 1481 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 17 Remaining moving in aisle: 27 Remaining waiting at row: 6 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 46586 Longest unresolved passenger ID: 5 Longest unresolved row: 25 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 23 Longest dependency chain: P203(22F/LEFT) -> P170(11B/LEFT) -> P72(16D/LEFT) -> P16(17E/LEFT) -> P67(11E/LEFT) -> P74(27E/LEFT) -> P17(9E/LEFT) -> P164(28F/LEFT) -> P200(21C/LEFT) -> P120(15C/LEFT) -> P44(23E/LEFT) -> P90(18B/LEFT) -> P181(24E/LEFT) -> P94(28A/LEFT) -> P149(27B/LEFT) -> P70(17A/LEFT) -> P0(30B/LEFT) -> P187(19E/LEFT) -> P148(23B/LEFT) -> P197(24F/LEFT) -> P40(28B/LEFT) -> P26(26B/LEFT) -> P180(23D/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 203 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 27 Total blocked ticks: 59836 Total stationary ticks: 149756 Seat-event requests: 1938 Failed seat-event starts: 1784 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 180 Critical blocker identity: P180->23D(LEFT) Direct fan-out: 1 Total indirect descendants: 22 Critical tree size including blocker: 23 Critical tree depth: 23 Frozen internal components: 6 Terminal WAITING_FOR_SEAT_EVENT nodes: 6 Unresolved internal passengers: 33 Unresolved outside passengers: 17 Unresolved internal passengers outside critical tree: 10 Critical blocker tree: P180(23D/LEFT/WAITING_FOR_SEAT_EVENT) P26(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P40(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P197(24F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P148(23B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P187(19E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P0(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P70(17A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P149(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P94(28A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P181(24E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P90(18B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P44(23E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P120(15C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P200(21C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P164(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P17(9E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P74(27E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P67(11E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P16(17E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P72(16D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P170(11B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P203(22F/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1726 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 24 Critical blocker unavailable yield tiles: 24 Critical blocker yield-tile occupants: 130 Waiting-row passengers with zero blockers: 3 Waiting-row passengers with one blocker: 2 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1726 Rear-boundary failures: 58 Middle-bank reservation failures: 0 Active-event deferrals: 578 Simultaneous arbitration losses: 1481 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[130]: P130(25C/LEFT/MOVING_IN_AISLE@tile24) -> P64(25A/LEFT/WAITING_AT_ROW@tile25) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P64->25A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P130{seat=25C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=24,directBlocker=64,lastMoveTick=379,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 24 Current unavailable yield tiles: 24 Current yield-tile occupants: 130 Final row-event chain: 180|130|64 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 4 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3419\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 1753\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 18 FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES ============================================================ Date/Time: 2026-07-16 21:41:59 Experiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET Frozen architecture enabled: true Experiment seed: 1883790101901 Scenario number: 29 Scenario seed: 7101612327439196415 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET Row-zone concentration (diagnostic control): 33.82% Blocker-prone seat share (topology component): 73.04% Aisle-assignment balance: 94.12% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2163 Passengers seated: 109/204 Average waiting ticks: 888.17 Longest waiting passenger: P6->1C(LEFT) Longest waiting ticks: 2163 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 33 Cluster candidates evaluated: 65 Executable cluster candidates: 0 Rejected cluster candidates: 65 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 28 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2042 Regions dissolved: 0 Repeated reconstructions avoided: 2042 Largest region lifetime: 2043 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2043:occupied=28 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1992 State changes reopening evaluation: 32 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 770 Maximum occupied tiles: 28 Seat events: 15 Single-blocker events: 2 Multiple-blocker events: 1 Temporary aisle reoccupations: 4 RIGHT AISLE ----------- Total moves: 1463 Maximum occupied tiles: 16 Seat events: 94 Single-blocker events: 17 Multiple-blocker events: 3 Temporary aisle reoccupations: 23 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 2083 Reservations granted: 2083 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 65 Remaining moving in aisle: 26 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 52345 Longest unresolved passenger ID: 6 Longest unresolved row: 1 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 25 Longest dependency chain: P178(19D/LEFT) -> P50(21D/LEFT) -> P66(19A/LEFT) -> P184(21B/LEFT) -> P162(19F/LEFT) -> P31(19B/LEFT) -> P97(20B/LEFT) -> P183(18A/LEFT) -> P47(26A/LEFT) -> P5(25F/LEFT) -> P156(26C/LEFT) -> P203(22F/LEFT) -> P44(23E/LEFT) -> P181(24E/LEFT) -> P148(23B/LEFT) -> P197(24F/LEFT) -> P26(26B/LEFT) -> P180(23D/LEFT) -> P130(25C/LEFT) -> P64(25A/LEFT) -> P116(22A/LEFT) -> P1(26D/LEFT) -> P189(24A/LEFT) -> P165(25B/LEFT) -> P82(25E/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 178 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 26 Total blocked ticks: 64849 Total stationary ticks: 237172 Seat-event requests: 3776 Failed seat-event starts: 3667 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 82 Critical blocker identity: P82->25E(LEFT) Direct fan-out: 1 Total indirect descendants: 24 Critical tree size including blocker: 25 Critical tree depth: 25 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 30 Unresolved outside passengers: 65 Unresolved internal passengers outside critical tree: 5 Critical blocker tree: P82(25E/LEFT/WAITING_FOR_SEAT_EVENT) P165(25B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P189(24A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P1(26D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P116(22A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P64(25A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P130(25C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P180(23D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P26(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P197(24F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P148(23B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P181(24E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P44(23E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P203(22F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P156(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P5(25F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P47(26A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P183(18A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P97(20B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P31(19B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P162(19F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P184(21B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P66(19A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P50(21D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P178(19D/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 2030 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 26 Critical blocker unavailable yield tiles: 26 Critical blocker yield-tile occupants: 12 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 3 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 2030 Rear-boundary failures: 1637 Middle-bank reservation failures: 0 Active-event deferrals: 531 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[12]: P12(27C/LEFT/MOVING_IN_AISLE@tile26) -> P74(27E/LEFT/WAITING_AT_ROW@tile27) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P74->27E(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P12{seat=27C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=26,directBlocker=74,lastMoveTick=115,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 26 Current unavailable yield tiles: 26 Current yield-tile occupants: 12 Final row-event chain: 82|12|74 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 4 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3776\nPrecedence substitutions made: 1\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 2\nOccupied-space rejections: 2063\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 29 | standardDataset=154/204 (75.49%) | fineZoneDataset=109/204 (53.43%) | seatedDelta=-45 | completionDelta=-22.06% | outsideDelta=+48 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | fineZoneWorse=true | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | fineZoneFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 18 FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES ============================================================ Date/Time: 2026-07-16 21:41:59 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1883790101901 Scenario number: 30 Scenario seed: 1217213995928741752 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 72.55% Aisle-assignment balance: 98.04% OUTCOME ------- Status: SUCCESS Completed ticks: 735 Passengers seated: 204/204 Average waiting ticks: 330.48 Longest waiting passenger: P6->1D(LEFT) Longest waiting ticks: 689 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: LEFT:tiles9-11:occupied=3:anchor=P173:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 10 Regions dissolved: 1 Repeated reconstructions avoided: 10 Largest region lifetime: 11 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=11 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1481 Maximum occupied tiles: 12 Seat events: 104 Single-blocker events: 34 Multiple-blocker events: 9 Temporary aisle reoccupations: 53 RIGHT AISLE ----------- Total moves: 1380 Maximum occupied tiles: 11 Seat events: 100 Single-blocker events: 25 Multiple-blocker events: 7 Temporary aisle reoccupations: 41 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 111 Reservations granted: 111 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3505 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4561 Total stationary ticks: 70366 Seat-event requests: 215 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 511 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 511 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 214\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 18 FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES ============================================================ Date/Time: 2026-07-16 21:41:59 Experiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET Frozen architecture enabled: true Experiment seed: 1883790101901 Scenario number: 30 Scenario seed: 1217213995928741752 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 72.55% Aisle-assignment balance: 98.04% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2189 Passengers seated: 106/204 Average waiting ticks: 924.13 Longest waiting passenger: P0->9E(LEFT) Longest waiting ticks: 2189 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 21 Cluster candidates evaluated: 21 Executable cluster candidates: 0 Rejected cluster candidates: 21 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 29 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2112 Regions dissolved: 0 Repeated reconstructions avoided: 2112 Largest region lifetime: 2113 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2113:occupied=29 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 2090 State changes reopening evaluation: 20 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 570 Maximum occupied tiles: 29 Seat events: 6 Single-blocker events: 1 Multiple-blocker events: 0 Temporary aisle reoccupations: 1 RIGHT AISLE ----------- Total moves: 1380 Maximum occupied tiles: 17 Seat events: 100 Single-blocker events: 20 Multiple-blocker events: 2 Temporary aisle reoccupations: 24 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 2173 Reservations granted: 2168 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 69 Remaining moving in aisle: 27 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 56917 Longest unresolved passenger ID: 0 Longest unresolved row: 9 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 28 Longest dependency chain: P46(17E/LEFT) -> P137(20C/LEFT) -> P154(20F/LEFT) -> P54(20E/LEFT) -> P192(20A/LEFT) -> P82(19A/LEFT) -> P63(19C/LEFT) -> P201(17B/LEFT) -> P92(24A/LEFT) -> P25(22A/LEFT) -> P113(24C/LEFT) -> P67(22D/LEFT) -> P163(23B/LEFT) -> P35(26A/LEFT) -> P144(22B/LEFT) -> P104(25B/LEFT) -> P69(23F/LEFT) -> P177(26D/LEFT) -> P119(26C/LEFT) -> P197(24E/LEFT) -> P28(27E/LEFT) -> P198(27A/LEFT) -> P71(28A/LEFT) -> P4(27D/LEFT) -> P60(30F/LEFT) -> P188(30E/LEFT) -> P48(30B/LEFT) -> P24(28E/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 46 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 27 Total blocked ticks: 65069 Total stationary ticks: 248645 Seat-event requests: 2223 Failed seat-event starts: 2117 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 24 Critical blocker identity: P24->28E(LEFT) Direct fan-out: 1 Total indirect descendants: 27 Critical tree size including blocker: 28 Critical tree depth: 28 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 29 Unresolved outside passengers: 69 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P24(28E/LEFT/WAITING_FOR_SEAT_EVENT) P48(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P188(30E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P60(30F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P4(27D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P71(28A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P198(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P28(27E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P197(24E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P119(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P177(26D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P69(23F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P104(25B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P144(22B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P35(26A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P163(23B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P67(22D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P113(24C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P25(22A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P92(24A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P201(17B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P63(19C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P82(19A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P192(20A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P54(20E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P154(20F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P137(20C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P46(17E/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 2114 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 29 Critical blocker unavailable yield tiles: 29 Critical blocker yield-tile occupants: 91 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 2114 Rear-boundary failures: 3 Middle-bank reservation failures: 5 Active-event deferrals: 197 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[91]: P91(29E/LEFT/WAITING_AT_ROW@tile29) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P91->29E(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P91{seat=29E,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=29,directBlocker=-1,lastMoveTick=57,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 29 Current unavailable yield tiles: 29 Current yield-tile occupants: 91 Final row-event chain: 24|91 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2228\nPrecedence substitutions made: 1\nDependency chains followed: 2119\nBlocked by waiting-row occupant: 2119\nSubstituted events started: 1\nOccupied-space rejections: 2118\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 30 | standardDataset=204/204 (100.00%) | fineZoneDataset=106/204 (51.96%) | seatedDelta=-98 | completionDelta=-48.04% | outsideDelta=+69 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | fineZoneWorse=true | standardFamily=COMPLETE_CABIN | fineZoneFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ************************************************************ BATCH EXPERIMENT SUMMARY RESEARCH EXPERIMENT 18 FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES ************************************************************ Experiment seed: 1883790101901 Scenarios executed: 60 Successful completions: 31 Incomplete/MAX_TICKS: 29 Average completed ticks: 1644.80 Average waiting ticks: 581.14 ************************************************************ ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 19 PACED GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 21:51:00 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1983790101901 Scenario number: 1 Scenario seed: -9190012029573912026 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.43% Blocker-prone seat share (topology component): 60.46% Aisle-assignment balance: 94.77% OUTCOME ------- Status: SUCCESS Completed ticks: 1174 Passengers seated: 306/306 Average waiting ticks: 521.76 Longest waiting passenger: P86->28E(RIGHT) Longest waiting ticks: 1104 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=2:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 31 Regions dissolved: 1 Repeated reconstructions avoided: 31 Largest region lifetime: 32 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=32 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2537 Maximum occupied tiles: 12 Seat events: 145 Single-blocker events: 30 Multiple-blocker events: 18 Temporary aisle reoccupations: 67 RIGHT AISLE ----------- Total moves: 2826 Maximum occupied tiles: 13 Seat events: 161 Single-blocker events: 49 Multiple-blocker events: 23 Temporary aisle reoccupations: 100 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 132 Reservations granted: 129 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6316 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7635 Total stationary ticks: 164881 Seat-event requests: 315 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 719 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 719 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 319\nPrecedence substitutions made: 2\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 2\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 19 PACED GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 21:51:00 Experiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET Frozen architecture enabled: true Experiment seed: 1983790101901 Scenario number: 1 Scenario seed: -9190012029573912026 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET Row-zone concentration (diagnostic control): 28.43% Blocker-prone seat share (topology component): 60.46% Aisle-assignment balance: 94.77% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2627 Passengers seated: 304/306 Average waiting ticks: 514.66 Longest waiting passenger: P88->36I(RIGHT) Longest waiting ticks: 2516 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles28-31:occupied=3:anchor=P86:selected=P241:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 22 Regions dissolved: 1 Repeated reconstructions avoided: 22 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=23 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2537 Maximum occupied tiles: 20 Seat events: 145 Single-blocker events: 25 Multiple-blocker events: 15 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 2825 Maximum occupied tiles: 20 Seat events: 159 Single-blocker events: 49 Multiple-blocker events: 26 Temporary aisle reoccupations: 107 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 141 Reservations granted: 129 Reservations denied/waited: 12 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 12227 Longest unresolved passenger ID: 65 Longest unresolved row: 36 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P65(36J/RIGHT) -> P88(36I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 65 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 18144 Total stationary ticks: 171029 Seat-event requests: 2039 Failed seat-event starts: 1735 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 88 Critical blocker identity: P88->36I(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P88(36I/RIGHT/WAITING_FOR_SEAT_EVENT) P65(36J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1726 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 1 Critical blocker required yield tiles: 37 Critical blocker unavailable yield tiles: 37 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 1726 Middle-bank reservation failures: 12 Active-event deferrals: 1059 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 1 Current required yield tiles: 37 Current unavailable yield tiles: 37 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2050\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 9\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 01 | standardDataset=306/306 (100.00%) | pacedZoneDataset=304/306 (99.35%) | seatedDelta=-2 | completionDelta=-0.65% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=2 | convertedToSuccess=false | pacedZoneWorse=true | standardFamily=COMPLETE_CABIN | pacedZoneFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 19 PACED GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 21:51:00 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1983790101901 Scenario number: 2 Scenario seed: 8162896892622360174 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.82% Blocker-prone seat share (topology component): 73.04% Aisle-assignment balance: 97.06% OUTCOME ------- Status: SUCCESS Completed ticks: 741 Passengers seated: 204/204 Average waiting ticks: 328.65 Longest waiting passenger: P148->16H(RIGHT) Longest waiting ticks: 698 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1343 Maximum occupied tiles: 12 Seat events: 99 Single-blocker events: 22 Multiple-blocker events: 7 Temporary aisle reoccupations: 40 RIGHT AISLE ----------- Total moves: 1581 Maximum occupied tiles: 11 Seat events: 105 Single-blocker events: 23 Multiple-blocker events: 11 Temporary aisle reoccupations: 47 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 112 Reservations granted: 110 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3847 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4786 Total stationary ticks: 70274 Seat-event requests: 206 Failed seat-event starts: 2 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 489 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 2 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 489 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 208\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 4\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 19 PACED GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 21:51:00 Experiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET Frozen architecture enabled: true Experiment seed: 1983790101901 Scenario number: 2 Scenario seed: 8162896892622360174 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET Row-zone concentration (diagnostic control): 33.82% Blocker-prone seat share (topology component): 73.04% Aisle-assignment balance: 97.06% OUTCOME ------- Status: SUCCESS Completed ticks: 732 Passengers seated: 204/204 Average waiting ticks: 321.94 Longest waiting passenger: P197->6D(RIGHT) Longest waiting ticks: 720 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1343 Maximum occupied tiles: 17 Seat events: 99 Single-blocker events: 21 Multiple-blocker events: 6 Temporary aisle reoccupations: 35 RIGHT AISLE ----------- Total moves: 1581 Maximum occupied tiles: 17 Seat events: 105 Single-blocker events: 26 Multiple-blocker events: 12 Temporary aisle reoccupations: 52 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 116 Reservations granted: 110 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7031 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7663 Total stationary ticks: 71967 Seat-event requests: 207 Failed seat-event starts: 3 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 323 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 3 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 323 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 213\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 02 | standardDataset=204/204 (100.00%) | pacedZoneDataset=204/204 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | pacedZoneWorse=false | standardFamily=COMPLETE_CABIN | pacedZoneFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 19 PACED GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 21:51:00 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1983790101901 Scenario number: 3 Scenario seed: 9048760307966769888 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.84% Blocker-prone seat share (topology component): 76.47% Aisle-assignment balance: 99.02% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2210 Passengers seated: 196/204 Average waiting ticks: 364.74 Longest waiting passenger: P40->22E(RIGHT) Longest waiting ticks: 2210 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1560 Regions dissolved: 1 Repeated reconstructions avoided: 1560 Largest region lifetime: 1544 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1544:occupied=3 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1541 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1472 Maximum occupied tiles: 10 Seat events: 101 Single-blocker events: 27 Multiple-blocker events: 9 Temporary aisle reoccupations: 47 RIGHT AISLE ----------- Total moves: 1464 Maximum occupied tiles: 12 Seat events: 95 Single-blocker events: 24 Multiple-blocker events: 4 Temporary aisle reoccupations: 32 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1645 Reservations granted: 1643 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 2 Remaining moving in aisle: 3 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 5157 Longest unresolved passenger ID: 40 Longest unresolved row: 22 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P62(12H/RIGHT) -> P161(9H/RIGHT) -> P199(3C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 62 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 13933 Total stationary ticks: 82243 Seat-event requests: 1747 Failed seat-event starts: 1551 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 199 Critical blocker identity: P199->3C(RIGHT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 6 Unresolved outside passengers: 2 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P199(3C/RIGHT/WAITING_FOR_SEAT_EVENT) P161(9H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P62(12H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1551 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 4|5|6 Critical blocker unavailable yield tiles: 6 Critical blocker yield-tile occupants: 63 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1551 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 442 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[63]: P63(9F/RIGHT/MOVING_IN_AISLE@tile6) -> P98(7C/RIGHT/WAITING_AT_ROW@tile7) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P98->7C(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P63{seat=9F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=6,directBlocker=98,lastMoveTick=666,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 4|5|6 Current unavailable yield tiles: 6 Current yield-tile occupants: 63 Final row-event chain: 199|63|98 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1748\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 1553\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 19 PACED GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 21:51:00 Experiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET Frozen architecture enabled: true Experiment seed: 1983790101901 Scenario number: 3 Scenario seed: 9048760307966769888 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET Row-zone concentration (diagnostic control): 32.84% Blocker-prone seat share (topology component): 76.47% Aisle-assignment balance: 99.02% OUTCOME ------- Status: SUCCESS Completed ticks: 717 Passengers seated: 204/204 Average waiting ticks: 322.22 Longest waiting passenger: P50->2F(RIGHT) Longest waiting ticks: 709 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1472 Maximum occupied tiles: 16 Seat events: 101 Single-blocker events: 26 Multiple-blocker events: 8 Temporary aisle reoccupations: 44 RIGHT AISLE ----------- Total moves: 1507 Maximum occupied tiles: 17 Seat events: 103 Single-blocker events: 30 Multiple-blocker events: 6 Temporary aisle reoccupations: 44 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 112 Reservations granted: 99 Reservations denied/waited: 13 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7256 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8025 Total stationary ticks: 72366 Seat-event requests: 205 Failed seat-event starts: 1 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 326 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 0 Rear-boundary failures: 1 Middle-bank reservation failures: 13 Active-event deferrals: 326 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 219\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 03 | standardDataset=196/204 (96.08%) | pacedZoneDataset=204/204 (100.00%) | seatedDelta=+8 | completionDelta=+3.92% | outsideDelta=-2 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=true | pacedZoneWorse=false | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | pacedZoneFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 19 PACED GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 21:51:00 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1983790101901 Scenario number: 4 Scenario seed: 7055889007518648111 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.66% Blocker-prone seat share (topology component): 68.34% Aisle-assignment balance: 91.89% OUTCOME ------- Status: SUCCESS Completed ticks: 1009 Passengers seated: 259/259 Average waiting ticks: 433.12 Longest waiting passenger: P252->29A(LEFT) Longest waiting ticks: 939 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 7 Selected release potential total: 10 Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P233:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 60 Regions dissolved: 2 Repeated reconstructions avoided: 60 Largest region lifetime: 40 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=22 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2205 Maximum occupied tiles: 11 Seat events: 140 Single-blocker events: 38 Multiple-blocker events: 10 Temporary aisle reoccupations: 58 RIGHT AISLE ----------- Total moves: 1742 Maximum occupied tiles: 12 Seat events: 119 Single-blocker events: 35 Multiple-blocker events: 13 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 95 Reservations granted: 95 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4969 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6025 Total stationary ticks: 116284 Seat-event requests: 271 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 544 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 544 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 269\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 19 PACED GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 21:51:00 Experiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET Frozen architecture enabled: true Experiment seed: 1983790101901 Scenario number: 4 Scenario seed: 7055889007518648111 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET Row-zone concentration (diagnostic control): 31.66% Blocker-prone seat share (topology component): 68.34% Aisle-assignment balance: 91.89% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2484 Passengers seated: 151/259 Average waiting ticks: 1023.04 Longest waiting passenger: P3->20G(RIGHT) Longest waiting ticks: 2484 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 34 Cluster candidates evaluated: 34 Executable cluster candidates: 0 Rejected cluster candidates: 34 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 31 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2369 Regions dissolved: 0 Repeated reconstructions avoided: 2369 Largest region lifetime: 2370 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2370:occupied=31 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 2329 State changes reopening evaluation: 33 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2205 Maximum occupied tiles: 16 Seat events: 140 Single-blocker events: 35 Multiple-blocker events: 8 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 776 Maximum occupied tiles: 31 Seat events: 11 Single-blocker events: 2 Multiple-blocker events: 0 Temporary aisle reoccupations: 2 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 59 Reservations granted: 56 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 77 Remaining moving in aisle: 29 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 68256 Longest unresolved passenger ID: 3 Longest unresolved row: 20 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 30 Longest dependency chain: P143(19D/RIGHT) -> P87(23E/RIGHT) -> P225(21I/RIGHT) -> P167(21F/RIGHT) -> P166(20D/RIGHT) -> P88(21G/RIGHT) -> P41(22I/RIGHT) -> P151(22F/RIGHT) -> P2(18I/RIGHT) -> P169(20I/RIGHT) -> P13(18G/RIGHT) -> P106(22H/RIGHT) -> P49(18H/RIGHT) -> P181(19G/RIGHT) -> P245(28G/RIGHT) -> P74(27I/RIGHT) -> P104(25I/RIGHT) -> P20(26F/RIGHT) -> P61(25D/RIGHT) -> P241(25H/RIGHT) -> P43(26I/RIGHT) -> P50(26E/RIGHT) -> P191(25G/RIGHT) -> P148(27F/RIGHT) -> P168(28F/RIGHT) -> P79(28I/RIGHT) -> P235(28H/RIGHT) -> P84(32I/RIGHT) -> P81(32F/RIGHT) -> P27(30I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 143 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 29 Total blocked ticks: 78888 Total stationary ticks: 338081 Seat-event requests: 2522 Failed seat-event starts: 2371 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 27 Critical blocker identity: P27->30I(RIGHT) Direct fan-out: 1 Total indirect descendants: 29 Critical tree size including blocker: 30 Critical tree depth: 30 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 31 Unresolved outside passengers: 77 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P27(30I/RIGHT/WAITING_FOR_SEAT_EVENT) P81(32F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P84(32I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P235(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P79(28I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P168(28F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P148(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P191(25G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P50(26E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P43(26I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P241(25H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P61(25D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P20(26F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P104(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P74(27I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P245(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P181(19G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P49(18H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P106(22H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P13(18G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P169(20I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P2(18I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P151(22F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P41(22I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P88(21G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P166(20D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P167(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P225(21I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P87(23E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P143(19D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 2369 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 31|32 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: 4 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 2369 Rear-boundary failures: 2 Middle-bank reservation failures: 3 Active-event deferrals: 273 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[4]: P4(31I/RIGHT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P4->31I(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P4{seat=31I,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=98,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 31|32 Current unavailable yield tiles: 31 Current yield-tile occupants: 4 Final row-event chain: 27|4 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2525\nPrecedence substitutions made: 3\nDependency chains followed: 2369\nBlocked by waiting-row occupant: 2370\nSubstituted events started: 0\nOccupied-space rejections: 2374\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 04 | standardDataset=259/259 (100.00%) | pacedZoneDataset=151/259 (58.30%) | seatedDelta=-108 | completionDelta=-41.70% | outsideDelta=+77 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | pacedZoneWorse=true | standardFamily=COMPLETE_CABIN | pacedZoneFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 19 PACED GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 21:51:00 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1983790101901 Scenario number: 5 Scenario seed: -6452189772350109475 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 868 Passengers seated: 235/235 Average waiting ticks: 397.05 Longest waiting passenger: P200->15D(LEFT) Longest waiting ticks: 827 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles23-26:occupied=3:anchor=P2:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 11 Regions dissolved: 1 Repeated reconstructions avoided: 11 Largest region lifetime: 12 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=12 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1760 Maximum occupied tiles: 12 Seat events: 120 Single-blocker events: 40 Multiple-blocker events: 13 Temporary aisle reoccupations: 71 RIGHT AISLE ----------- Total moves: 1660 Maximum occupied tiles: 15 Seat events: 115 Single-blocker events: 29 Multiple-blocker events: 13 Temporary aisle reoccupations: 58 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 133 Reservations granted: 133 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4246 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5152 Total stationary ticks: 96695 Seat-event requests: 252 Failed seat-event starts: 17 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 476 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 17 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 476 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 19 PACED GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 21:51:00 Experiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET Frozen architecture enabled: true Experiment seed: 1983790101901 Scenario number: 5 Scenario seed: -6452189772350109475 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2344 Passengers seated: 148/235 Average waiting ticks: 851.88 Longest waiting passenger: P0->9H(RIGHT) Longest waiting ticks: 2344 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 38 Cluster candidates evaluated: 144 Executable cluster candidates: 0 Rejected cluster candidates: 144 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 30 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2205 Regions dissolved: 0 Repeated reconstructions avoided: 2205 Largest region lifetime: 2206 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2206:occupied=30 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 2091 State changes reopening evaluation: 37 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1760 Maximum occupied tiles: 16 Seat events: 120 Single-blocker events: 35 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1108 Maximum occupied tiles: 30 Seat events: 28 Single-blocker events: 8 Multiple-blocker events: 1 Temporary aisle reoccupations: 10 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 2212 Reservations granted: 2208 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 57 Remaining moving in aisle: 25 Remaining waiting at row: 5 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 52573 Longest unresolved passenger ID: 0 Longest unresolved row: 9 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 25 Longest dependency chain: P207(15F/RIGHT) -> P113(13H/RIGHT) -> P48(12C/RIGHT) -> P193(17G/RIGHT) -> P134(19G/RIGHT) -> P162(19F/RIGHT) -> P36(20D/RIGHT) -> P75(21H/RIGHT) -> P72(20G/RIGHT) -> P124(17C/RIGHT) -> P81(20E/RIGHT) -> P16(19H/RIGHT) -> P184(20H/RIGHT) -> P229(18H/RIGHT) -> P106(21G/RIGHT) -> P25(20F/RIGHT) -> P154(18F/RIGHT) -> P191(21F/RIGHT) -> P185(21D/RIGHT) -> P86(22C/RIGHT) -> P232(25H/RIGHT) -> P2(23D/RIGHT) -> P136(25G/RIGHT) -> P117(26H/RIGHT) -> P156(25D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 207 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 25 Total blocked ticks: 69310 Total stationary ticks: 257661 Seat-event requests: 2283 Failed seat-event starts: 2135 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 156 Critical blocker identity: P156->25D(RIGHT) Direct fan-out: 1 Total indirect descendants: 24 Critical tree size including blocker: 25 Critical tree depth: 25 Frozen internal components: 5 Terminal WAITING_FOR_SEAT_EVENT nodes: 5 Unresolved internal passengers: 30 Unresolved outside passengers: 57 Unresolved internal passengers outside critical tree: 5 Critical blocker tree: P156(25D/RIGHT/WAITING_FOR_SEAT_EVENT) P117(26H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P136(25G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P2(23D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P232(25H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P86(22C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P185(21D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P191(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P154(18F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P25(20F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P106(21G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P229(18H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P184(20H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P16(19H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P81(20E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P124(17C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P72(20G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P75(21H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P36(20D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P162(19F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P134(19G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P193(17G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P48(12C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P113(13H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P207(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 2134 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 26 Critical blocker unavailable yield tiles: 26 Critical blocker yield-tile occupants: 67 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 2134 Rear-boundary failures: 1 Middle-bank reservation failures: 4 Active-event deferrals: 399 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[67]: P67(26C/RIGHT/WAITING_AT_ROW@tile26) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P67->26C(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P67{seat=26C,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=26,directBlocker=-1,lastMoveTick=184,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 26 Current unavailable yield tiles: 26 Current yield-tile occupants: 67 Final row-event chain: 156|67 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 5 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2287\nPrecedence substitutions made: 4\nDependency chains followed: 2141\nBlocked by waiting-row occupant: 6371\nSubstituted events started: 1\nOccupied-space rejections: 21375\nMaximum scheduling-chain depth: 4\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 05 | standardDataset=235/235 (100.00%) | pacedZoneDataset=148/235 (62.98%) | seatedDelta=-87 | completionDelta=-37.02% | outsideDelta=+57 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | pacedZoneWorse=true | standardFamily=COMPLETE_CABIN | pacedZoneFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 19 PACED GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 21:51:00 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1983790101901 Scenario number: 6 Scenario seed: -5434727743348480961 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.70% Blocker-prone seat share (topology component): 58.95% Aisle-assignment balance: 98.77% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2638 Passengers seated: 251/324 Average waiting ticks: 895.36 Longest waiting passenger: P15->9I(RIGHT) Longest waiting ticks: 2638 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 16 Regions dissolved: 2 Repeated reconstructions avoided: 16 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=5 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2725 Maximum occupied tiles: 13 Seat events: 160 Single-blocker events: 43 Multiple-blocker events: 18 Temporary aisle reoccupations: 83 RIGHT AISLE ----------- Total moves: 1660 Maximum occupied tiles: 12 Seat events: 91 Single-blocker events: 22 Multiple-blocker events: 4 Temporary aisle reoccupations: 30 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 2094 Reservations granted: 2093 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 62 Remaining moving in aisle: 7 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 14347 Longest unresolved passenger ID: 15 Longest unresolved row: 9 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 6 Longest dependency chain: P238(23I/RIGHT) -> P67(27E/RIGHT) -> P143(22I/RIGHT) -> P13(29D/RIGHT) -> P292(28F/RIGHT) -> P315(18H/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 238 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 7 Total blocked ticks: 28219 Total stationary ticks: 308487 Seat-event requests: 2246 Failed seat-event starts: 1995 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 315 Critical blocker identity: P315->18H(RIGHT) Direct fan-out: 1 Total indirect descendants: 5 Critical tree size including blocker: 6 Critical tree depth: 6 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 11 Unresolved outside passengers: 62 Unresolved internal passengers outside critical tree: 5 Critical blocker tree: P315(18H/RIGHT/WAITING_FOR_SEAT_EVENT) P292(28F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P13(29D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P143(22I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P67(27E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P238(23I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1995 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 3 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1995 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 547 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_SPACE_AVAILABLE Final snapshot prerequisite: YIELD_SPACE_AVAILABLE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: YIELD_SPACE_AVAILABLE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2247\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1998\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 19 PACED GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 21:51:00 Experiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET Frozen architecture enabled: true Experiment seed: 1983790101901 Scenario number: 6 Scenario seed: -5434727743348480961 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET Row-zone concentration (diagnostic control): 28.70% Blocker-prone seat share (topology component): 58.95% Aisle-assignment balance: 98.77% OUTCOME ------- Status: SUCCESS Completed ticks: 1144 Passengers seated: 324/324 Average waiting ticks: 531.79 Longest waiting passenger: P202->3H(RIGHT) Longest waiting ticks: 1129 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 38 Regions dissolved: 3 Repeated reconstructions avoided: 38 Largest region lifetime: 16 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=13 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2725 Maximum occupied tiles: 20 Seat events: 160 Single-blocker events: 39 Multiple-blocker events: 17 Temporary aisle reoccupations: 77 RIGHT AISLE ----------- Total moves: 2947 Maximum occupied tiles: 20 Seat events: 164 Single-blocker events: 49 Multiple-blocker events: 25 Temporary aisle reoccupations: 106 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 142 Reservations granted: 136 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 13322 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 14430 Total stationary ticks: 184356 Seat-event requests: 338 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 590 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 1 Middle-bank reservation failures: 6 Active-event deferrals: 590 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 343\nPrecedence substitutions made: 12\nDependency chains followed: 12\nBlocked by waiting-row occupant: 12\nSubstituted events started: 13\nOccupied-space rejections: 26\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 06 | standardDataset=251/324 (77.47%) | pacedZoneDataset=324/324 (100.00%) | seatedDelta=+73 | completionDelta=+22.53% | outsideDelta=-62 | clustersDetected=3 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=true | pacedZoneWorse=false | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | pacedZoneFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 19 PACED GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 21:51:00 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1983790101901 Scenario number: 7 Scenario seed: 1492517590859462288 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.29% Blocker-prone seat share (topology component): 75.52% Aisle-assignment balance: 95.83% OUTCOME ------- Status: SUCCESS Completed ticks: 717 Passengers seated: 192/192 Average waiting ticks: 314.19 Longest waiting passenger: P129->24A(LEFT) Longest waiting ticks: 662 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1484 Maximum occupied tiles: 13 Seat events: 100 Single-blocker events: 20 Multiple-blocker events: 8 Temporary aisle reoccupations: 39 RIGHT AISLE ----------- Total moves: 1247 Maximum occupied tiles: 11 Seat events: 92 Single-blocker events: 20 Multiple-blocker events: 4 Temporary aisle reoccupations: 30 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 100 Reservations granted: 100 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3367 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4159 Total stationary ticks: 63079 Seat-event requests: 200 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 426 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 426 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 200\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 19 PACED GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 21:51:00 Experiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET Frozen architecture enabled: true Experiment seed: 1983790101901 Scenario number: 7 Scenario seed: 1492517590859462288 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET Row-zone concentration (diagnostic control): 32.29% Blocker-prone seat share (topology component): 75.52% Aisle-assignment balance: 95.83% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2139 Passengers seated: 97/192 Average waiting ticks: 896.91 Longest waiting passenger: P0->5D(LEFT) Longest waiting ticks: 2139 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 33 Cluster candidates evaluated: 33 Executable cluster candidates: 0 Rejected cluster candidates: 33 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 30 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2069 Regions dissolved: 0 Repeated reconstructions avoided: 2069 Largest region lifetime: 2070 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2070:occupied=30 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 2035 State changes reopening evaluation: 32 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 571 Maximum occupied tiles: 30 Seat events: 5 Single-blocker events: 0 Multiple-blocker events: 0 Temporary aisle reoccupations: 0 RIGHT AISLE ----------- Total moves: 1247 Maximum occupied tiles: 14 Seat events: 92 Single-blocker events: 16 Multiple-blocker events: 1 Temporary aisle reoccupations: 18 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 2125 Reservations granted: 2125 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 65 Remaining moving in aisle: 28 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 57562 Longest unresolved passenger ID: 0 Longest unresolved row: 5 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 29 Longest dependency chain: P188(21A/LEFT) -> P133(18B/LEFT) -> P108(21E/LEFT) -> P125(17E/LEFT) -> P44(19F/LEFT) -> P120(18A/LEFT) -> P129(24A/LEFT) -> P46(26A/LEFT) -> P37(26F/LEFT) -> P100(22C/LEFT) -> P154(25B/LEFT) -> P73(22B/LEFT) -> P159(24C/LEFT) -> P22(22A/LEFT) -> P92(23B/LEFT) -> P121(24F/LEFT) -> P84(23C/LEFT) -> P181(26B/LEFT) -> P94(25A/LEFT) -> P30(28A/LEFT) -> P175(27C/LEFT) -> P11(27A/LEFT) -> P160(28F/LEFT) -> P137(29B/LEFT) -> P150(30B/LEFT) -> P75(30A/LEFT) -> P119(28B/LEFT) -> P102(30D/LEFT) -> P77(29E/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 188 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 28 Total blocked ticks: 65016 Total stationary ticks: 232479 Seat-event requests: 2172 Failed seat-event starts: 2075 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 77 Critical blocker identity: P77->29E(LEFT) Direct fan-out: 1 Total indirect descendants: 28 Critical tree size including blocker: 29 Critical tree depth: 29 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 30 Unresolved outside passengers: 65 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P77(29E/LEFT/WAITING_FOR_SEAT_EVENT) P102(30D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P119(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P75(30A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P150(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P137(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P160(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P11(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P175(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P30(28A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P94(25A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P181(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P84(23C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P121(24F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P92(23B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P22(22A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P159(24C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P73(22B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P154(25B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P100(22C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P37(26F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P46(26A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P129(24A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P120(18A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P44(19F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P125(17E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P108(21E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P133(18B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P188(21A/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 2074 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 67 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 2 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 2074 Rear-boundary failures: 1 Middle-bank reservation failures: 0 Active-event deferrals: 148 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[67]: P67(30E/LEFT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P67->30E(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P67{seat=30E,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=59,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 30 Current unavailable yield tiles: 30 Current yield-tile occupants: 67 Final row-event chain: 77|67 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2172\nPrecedence substitutions made: 2\nDependency chains followed: 2076\nBlocked by waiting-row occupant: 2076\nSubstituted events started: 2\nOccupied-space rejections: 2076\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 07 | standardDataset=192/192 (100.00%) | pacedZoneDataset=97/192 (50.52%) | seatedDelta=-95 | completionDelta=-49.48% | outsideDelta=+65 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | pacedZoneWorse=true | standardFamily=COMPLETE_CABIN | pacedZoneFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 19 PACED GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 21:51:01 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1983790101901 Scenario number: 8 Scenario seed: 2974444058517542067 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 245 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.65% Blocker-prone seat share (topology component): 65.71% Aisle-assignment balance: 94.69% OUTCOME ------- Status: SUCCESS Completed ticks: 917 Passengers seated: 245/245 Average waiting ticks: 401.11 Longest waiting passenger: P106->15C(LEFT) Longest waiting ticks: 878 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles9-11:occupied=3:anchor=P149:selected=P98:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2031 Maximum occupied tiles: 14 Seat events: 129 Single-blocker events: 29 Multiple-blocker events: 15 Temporary aisle reoccupations: 59 RIGHT AISLE ----------- Total moves: 1717 Maximum occupied tiles: 10 Seat events: 116 Single-blocker events: 25 Multiple-blocker events: 4 Temporary aisle reoccupations: 33 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 84 Reservations granted: 84 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4826 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6152 Total stationary ticks: 102431 Seat-event requests: 253 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 693 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 693 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 252\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 19 PACED GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 21:51:01 Experiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET Frozen architecture enabled: true Experiment seed: 1983790101901 Scenario number: 8 Scenario seed: 2974444058517542067 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 245 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET Row-zone concentration (diagnostic control): 32.65% Blocker-prone seat share (topology component): 65.71% Aisle-assignment balance: 94.69% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2397 Passengers seated: 140/245 Average waiting ticks: 976.38 Longest waiting passenger: P1->7G(RIGHT) Longest waiting ticks: 2397 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 36 Cluster candidates evaluated: 36 Executable cluster candidates: 0 Rejected cluster candidates: 36 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 31 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2303 Regions dissolved: 0 Repeated reconstructions avoided: 2303 Largest region lifetime: 2304 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2304:occupied=31 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 2251 State changes reopening evaluation: 35 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2031 Maximum occupied tiles: 17 Seat events: 129 Single-blocker events: 32 Multiple-blocker events: 8 Temporary aisle reoccupations: 48 RIGHT AISLE ----------- Total moves: 772 Maximum occupied tiles: 31 Seat events: 11 Single-blocker events: 0 Multiple-blocker events: 0 Temporary aisle reoccupations: 0 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 48 Reservations granted: 48 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 74 Remaining moving in aisle: 29 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 65986 Longest unresolved passenger ID: 1 Longest unresolved row: 7 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 30 Longest dependency chain: P225(18I/RIGHT) -> P145(20I/RIGHT) -> P195(19E/RIGHT) -> P129(21F/RIGHT) -> P85(21H/RIGHT) -> P241(20H/RIGHT) -> P165(23I/RIGHT) -> P229(18H/RIGHT) -> P181(19D/RIGHT) -> P187(22H/RIGHT) -> P101(28G/RIGHT) -> P36(26F/RIGHT) -> P143(28E/RIGHT) -> P205(27G/RIGHT) -> P42(28H/RIGHT) -> P160(26G/RIGHT) -> P122(25H/RIGHT) -> P111(25I/RIGHT) -> P207(28I/RIGHT) -> P70(26I/RIGHT) -> P44(24E/RIGHT) -> P186(25G/RIGHT) -> P148(24I/RIGHT) -> P193(26H/RIGHT) -> P88(27E/RIGHT) -> P14(27I/RIGHT) -> P210(31E/RIGHT) -> P182(29I/RIGHT) -> P37(30D/RIGHT) -> P132(30H/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 225 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 29 Total blocked ticks: 76302 Total stationary ticks: 310002 Seat-event requests: 2433 Failed seat-event starts: 2293 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 132 Critical blocker identity: P132->30H(RIGHT) Direct fan-out: 1 Total indirect descendants: 29 Critical tree size including blocker: 30 Critical tree depth: 30 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 31 Unresolved outside passengers: 74 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P132(30H/RIGHT/WAITING_FOR_SEAT_EVENT) P37(30D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P182(29I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P210(31E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P14(27I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P88(27E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P193(26H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P148(24I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P186(25G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P44(24E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P70(26I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P207(28I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P111(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P122(25H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P160(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P42(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P205(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P143(28E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P36(26F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P101(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P187(22H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P181(19D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P229(18H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P165(23I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P241(20H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P85(21H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P129(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P195(19E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P145(20I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P225(18I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 2292 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: 77 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 2292 Rear-boundary failures: 1 Middle-bank reservation failures: 0 Active-event deferrals: 238 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[77]: P77(31I/RIGHT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P77->31I(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P77{seat=31I,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=91,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 31 Current unavailable yield tiles: 31 Current yield-tile occupants: 77 Final row-event chain: 132|77 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2433\nPrecedence substitutions made: 0\nDependency chains followed: 2290\nBlocked by waiting-row occupant: 2290\nSubstituted events started: 0\nOccupied-space rejections: 2292\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 08 | standardDataset=245/245 (100.00%) | pacedZoneDataset=140/245 (57.14%) | seatedDelta=-105 | completionDelta=-42.86% | outsideDelta=+74 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | pacedZoneWorse=true | standardFamily=COMPLETE_CABIN | pacedZoneFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 19 PACED GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 21:51:01 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1983790101901 Scenario number: 9 Scenario seed: 507042379438974811 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.12% Blocker-prone seat share (topology component): 59.15% Aisle-assignment balance: 96.08% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2669 Passengers seated: 291/306 Average waiting ticks: 554.08 Longest waiting passenger: P294->25A(LEFT) Longest waiting ticks: 2623 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 12 Cluster candidates evaluated: 17 Executable cluster candidates: 1 Rejected cluster candidates: 16 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 7 Selected release potential total: 2 Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1857 Regions dissolved: 1 Repeated reconstructions avoided: 1857 Largest region lifetime: 1850 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1850:occupied=7 Confirmation deferral ticks: 3 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1729 State changes reopening evaluation: 11 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2504 Maximum occupied tiles: 19 Seat events: 132 Single-blocker events: 35 Multiple-blocker events: 16 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 2805 Maximum occupied tiles: 12 Seat events: 159 Single-blocker events: 45 Multiple-blocker events: 15 Temporary aisle reoccupations: 76 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 144 Reservations granted: 143 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 9 Remaining waiting at row: 6 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 16229 Longest unresolved passenger ID: 139 Longest unresolved row: 36 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 6 Longest dependency chain: P293(30E/LEFT) -> P16(35B/LEFT) -> P122(30G/LEFT) -> P182(26D/LEFT) -> P175(30B/LEFT) -> P257(23A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 293 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 9 Total blocked ticks: 34115 Total stationary ticks: 189987 Seat-event requests: 2132 Failed seat-event starts: 1841 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 257 Critical blocker identity: P257->23A(LEFT) Direct fan-out: 1 Total indirect descendants: 5 Critical tree size including blocker: 6 Critical tree depth: 6 Frozen internal components: 6 Terminal WAITING_FOR_SEAT_EVENT nodes: 6 Unresolved internal passengers: 15 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 9 Critical blocker tree: P257(23A/LEFT/WAITING_FOR_SEAT_EVENT) P175(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P182(26D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P122(30G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P16(35B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P293(30E/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1841 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 24|25 Critical blocker unavailable yield tiles: 25 Critical blocker yield-tile occupants: 294 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 5 Yield-tile occupied failures: 1841 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 1317 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[294]: P294(25A/LEFT/WAITING_AT_ROW@tile25) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P294->25A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P294{seat=25A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=25,directBlocker=-1,lastMoveTick=905,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 24|25 Current unavailable yield tiles: 25 Current yield-tile occupants: 294 Final row-event chain: 257|294 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 6 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2132\nPrecedence substitutions made: 5\nDependency chains followed: 1798\nBlocked by waiting-row occupant: 1817\nSubstituted events started: 7\nOccupied-space rejections: 10570\nMaximum scheduling-chain depth: 3\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 19 PACED GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 21:51:01 Experiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET Frozen architecture enabled: true Experiment seed: 1983790101901 Scenario number: 9 Scenario seed: 507042379438974811 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET Row-zone concentration (diagnostic control): 27.12% Blocker-prone seat share (topology component): 59.15% Aisle-assignment balance: 96.08% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2625 Passengers seated: 173/306 Average waiting ticks: 1165.92 Longest waiting passenger: P3->19B(LEFT) Longest waiting ticks: 2625 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 36 Cluster candidates evaluated: 36 Executable cluster candidates: 0 Rejected cluster candidates: 36 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 33 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2483 Regions dissolved: 0 Repeated reconstructions avoided: 2483 Largest region lifetime: 2484 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2484:occupied=33 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 2441 State changes reopening evaluation: 35 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1016 Maximum occupied tiles: 34 Seat events: 14 Single-blocker events: 2 Multiple-blocker events: 0 Temporary aisle reoccupations: 2 RIGHT AISLE ----------- Total moves: 2805 Maximum occupied tiles: 19 Seat events: 159 Single-blocker events: 42 Multiple-blocker events: 11 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 71 Reservations granted: 71 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 99 Remaining moving in aisle: 31 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 76445 Longest unresolved passenger ID: 3 Longest unresolved row: 19 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 32 Longest dependency chain: P13(21F/LEFT) -> P52(21B/LEFT) -> P293(30E/LEFT) -> P122(30G/LEFT) -> P182(26D/LEFT) -> P175(30B/LEFT) -> P275(29A/LEFT) -> P30(27C/LEFT) -> P60(29G/LEFT) -> P109(26G/LEFT) -> P164(30F/LEFT) -> P132(26B/LEFT) -> P141(28G/LEFT) -> P110(29F/LEFT) -> P96(29D/LEFT) -> P303(29B/LEFT) -> P224(26F/LEFT) -> P69(28F/LEFT) -> P49(30A/LEFT) -> P23(31E/LEFT) -> P45(28B/LEFT) -> P301(31B/LEFT) -> P242(27B/LEFT) -> P209(28A/LEFT) -> P41(26A/LEFT) -> P58(27A/LEFT) -> P271(31D/LEFT) -> P16(35B/LEFT) -> P280(36B/LEFT) -> P154(36D/LEFT) -> P248(33B/LEFT) -> P256(32A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 13 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 31 Total blocked ticks: 91448 Total stationary ticks: 439648 Seat-event requests: 2659 Failed seat-event starts: 2486 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 256 Critical blocker identity: P256->32A(LEFT) Direct fan-out: 1 Total indirect descendants: 31 Critical tree size including blocker: 32 Critical tree depth: 32 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 34 Unresolved outside passengers: 99 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P256(32A/LEFT/WAITING_FOR_SEAT_EVENT) P248(33B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P154(36D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P280(36B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P16(35B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P271(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P58(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P41(26A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P209(28A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P242(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P301(31B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P45(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P23(31E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P49(30A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P69(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P224(26F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P303(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P96(29D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P110(29F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P141(28G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P132(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P164(30F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P109(26G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P60(29G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P30(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P275(29A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P175(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P182(26D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P122(30G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P293(30E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P52(21B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P13(21F/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 2486 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 33|34 Critical blocker unavailable yield tiles: 34 Critical blocker yield-tile occupants: 188 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 2486 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 259 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[188]: P188(34A/LEFT/WAITING_AT_ROW@tile34) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P188->34A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P188{seat=34A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=34,directBlocker=-1,lastMoveTick=133,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 33|34 Current unavailable yield tiles: 34 Current yield-tile occupants: 188 Final row-event chain: 256|188 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2659\nPrecedence substitutions made: 1\nDependency chains followed: 2483\nBlocked by waiting-row occupant: 4963\nSubstituted events started: 3\nOccupied-space rejections: 9964\nMaximum scheduling-chain depth: 3\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 09 | standardDataset=291/306 (95.10%) | pacedZoneDataset=173/306 (56.54%) | seatedDelta=-118 | completionDelta=-38.56% | outsideDelta=+99 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | pacedZoneWorse=true | standardFamily=LINKED_ROW_EVENT_CHAIN | pacedZoneFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 19 PACED GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 21:51:01 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1983790101901 Scenario number: 10 Scenario seed: 5068101186840247012 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 98.72% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2322 Passengers seated: 215/235 Average waiting ticks: 449.62 Longest waiting passenger: P16->12A(LEFT) Longest waiting ticks: 2322 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 6 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 8 Selected release potential total: 0 Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1646 Regions dissolved: 2 Repeated reconstructions avoided: 1646 Largest region lifetime: 1611 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1611:occupied=8 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1603 State changes reopening evaluation: 5 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1474 Maximum occupied tiles: 13 Seat events: 99 Single-blocker events: 24 Multiple-blocker events: 9 Temporary aisle reoccupations: 45 RIGHT AISLE ----------- Total moves: 1732 Maximum occupied tiles: 11 Seat events: 116 Single-blocker events: 28 Multiple-blocker events: 8 Temporary aisle reoccupations: 46 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1733 Reservations granted: 1729 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 7 Remaining moving in aisle: 10 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 16453 Longest unresolved passenger ID: 16 Longest unresolved row: 12 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 8 Longest dependency chain: P109(9D/LEFT) -> P186(12E/LEFT) -> P48(17D/LEFT) -> P173(18D/LEFT) -> P13(10B/LEFT) -> P210(9C/LEFT) -> P21(10C/LEFT) -> P55(8F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 109 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 10 Total blocked ticks: 25754 Total stationary ticks: 124989 Seat-event requests: 1836 Failed seat-event starts: 1621 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 55 Critical blocker identity: P55->8F(LEFT) Direct fan-out: 1 Total indirect descendants: 7 Critical tree size including blocker: 8 Critical tree depth: 8 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 13 Unresolved outside passengers: 7 Unresolved internal passengers outside critical tree: 5 Critical blocker tree: P55(8F/LEFT/WAITING_FOR_SEAT_EVENT) P21(10C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P210(9C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P13(10B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P173(18D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P48(17D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P186(12E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P109(9D/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1621 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 9|10|11 Critical blocker unavailable yield tiles: 11 Critical blocker yield-tile occupants: 185 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1621 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 469 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 3 Yield-occupant trace: yieldOccupant[185]: P185(28B/LEFT/MOVING_IN_AISLE@tile11) -> P140(23D/LEFT/MOVING_IN_AISLE@tile12) -> P9(13E/LEFT/WAITING_AT_ROW@tile13) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P9->13E(LEFT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P185{seat=28B,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=140,lastMoveTick=711,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 9|10|11 Current unavailable yield tiles: 11 Current yield-tile occupants: 185 Final row-event chain: 55|185|140|9 Final row-event chain length: 4 Distinct row events in chain: 4 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1840\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 1621\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 19 PACED GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 21:51:01 Experiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET Frozen architecture enabled: true Experiment seed: 1983790101901 Scenario number: 10 Scenario seed: 5068101186840247012 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 832 Passengers seated: 235/235 Average waiting ticks: 383.45 Longest waiting passenger: P133->3D(LEFT) Longest waiting ticks: 817 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 11 Regions dissolved: 1 Repeated reconstructions avoided: 11 Largest region lifetime: 12 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=12 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1665 Maximum occupied tiles: 17 Seat events: 119 Single-blocker events: 31 Multiple-blocker events: 12 Temporary aisle reoccupations: 60 RIGHT AISLE ----------- Total moves: 1732 Maximum occupied tiles: 16 Seat events: 116 Single-blocker events: 29 Multiple-blocker events: 8 Temporary aisle reoccupations: 47 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 134 Reservations granted: 124 Reservations denied/waited: 10 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7950 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8634 Total stationary ticks: 97135 Seat-event requests: 241 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 377 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 1 Middle-bank reservation failures: 10 Active-event deferrals: 377 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 252\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 8\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 10 | standardDataset=215/235 (91.49%) | pacedZoneDataset=235/235 (100.00%) | seatedDelta=+20 | completionDelta=+8.51% | outsideDelta=-7 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=true | pacedZoneWorse=false | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | pacedZoneFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 19 PACED GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 21:51:01 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1983790101901 Scenario number: 11 Scenario seed: 705798630916490718 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.89% Blocker-prone seat share (topology component): 68.34% Aisle-assignment balance: 94.21% OUTCOME ------- Status: SUCCESS Completed ticks: 992 Passengers seated: 259/259 Average waiting ticks: 444.48 Longest waiting passenger: P31->12E(RIGHT) Longest waiting ticks: 959 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1807 Maximum occupied tiles: 9 Seat events: 122 Single-blocker events: 30 Multiple-blocker events: 9 Temporary aisle reoccupations: 48 RIGHT AISLE ----------- Total moves: 2141 Maximum occupied tiles: 11 Seat events: 137 Single-blocker events: 39 Multiple-blocker events: 10 Temporary aisle reoccupations: 59 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 90 Reservations granted: 90 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4543 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5508 Total stationary ticks: 118800 Seat-event requests: 266 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 506 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 506 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 266\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 19 PACED GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 21:51:01 Experiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET Frozen architecture enabled: true Experiment seed: 1983790101901 Scenario number: 11 Scenario seed: 705798630916490718 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET Row-zone concentration (diagnostic control): 30.89% Blocker-prone seat share (topology component): 68.34% Aisle-assignment balance: 94.21% OUTCOME ------- Status: SUCCESS Completed ticks: 967 Passengers seated: 259/259 Average waiting ticks: 433.88 Longest waiting passenger: P119->1G(RIGHT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1807 Maximum occupied tiles: 16 Seat events: 122 Single-blocker events: 29 Multiple-blocker events: 7 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 2141 Maximum occupied tiles: 17 Seat events: 137 Single-blocker events: 42 Multiple-blocker events: 11 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 90 Reservations granted: 90 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8838 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9592 Total stationary ticks: 120233 Seat-event requests: 263 Failed seat-event starts: 4 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 412 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 4 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 412 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 263\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 11 | standardDataset=259/259 (100.00%) | pacedZoneDataset=259/259 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | pacedZoneWorse=false | standardFamily=COMPLETE_CABIN | pacedZoneFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 19 PACED GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 21:51:01 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1983790101901 Scenario number: 12 Scenario seed: -3651888342555408797 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 288 Occupancy: 80% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 29.86% Blocker-prone seat share (topology component): 60.42% Aisle-assignment balance: 95.14% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2558 Passengers seated: 286/288 Average waiting ticks: 481.10 Longest waiting passenger: P245->34F(RIGHT) Longest waiting ticks: 2489 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 3 Executable cluster candidates: 3 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 8 Selected release potential total: 13 Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 37 Regions dissolved: 2 Repeated reconstructions avoided: 37 Largest region lifetime: 26 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2444 Maximum occupied tiles: 13 Seat events: 137 Single-blocker events: 31 Multiple-blocker events: 10 Temporary aisle reoccupations: 53 RIGHT AISLE ----------- Total moves: 2634 Maximum occupied tiles: 13 Seat events: 149 Single-blocker events: 43 Multiple-blocker events: 16 Temporary aisle reoccupations: 77 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1628 Reservations granted: 1628 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6662 Longest unresolved passenger ID: 244 Longest unresolved row: 35 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 1 Longest dependency chain: P244(35J/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 244 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 11188 Total stationary ticks: 144504 Seat-event requests: 1810 Failed seat-event starts: 1524 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 244 Critical blocker identity: P244->35J(RIGHT) Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 1 Critical tree depth: 1 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P244(35J/RIGHT/WAITING_FOR_SEAT_EVENT) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1524 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1524 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 692 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 36|37 Current unavailable yield tiles: 37 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1808\nPrecedence substitutions made: 4\nDependency chains followed: 1505\nBlocked by waiting-row occupant: 1505\nSubstituted events started: 7\nOccupied-space rejections: 1530\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 19 PACED GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 21:51:01 Experiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET Frozen architecture enabled: true Experiment seed: 1983790101901 Scenario number: 12 Scenario seed: -3651888342555408797 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 288 Occupancy: 80% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET Row-zone concentration (diagnostic control): 29.86% Blocker-prone seat share (topology component): 60.42% Aisle-assignment balance: 95.14% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2544 Passengers seated: 286/288 Average waiting ticks: 474.76 Longest waiting passenger: P245->34F(RIGHT) Longest waiting ticks: 2426 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles23-25:occupied=3:anchor=P152:selected=P280:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 14 Regions dissolved: 1 Repeated reconstructions avoided: 14 Largest region lifetime: 15 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=15 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2444 Maximum occupied tiles: 20 Seat events: 137 Single-blocker events: 32 Multiple-blocker events: 9 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 2634 Maximum occupied tiles: 20 Seat events: 149 Single-blocker events: 43 Multiple-blocker events: 17 Temporary aisle reoccupations: 79 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1848 Reservations granted: 1843 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 11962 Longest unresolved passenger ID: 244 Longest unresolved row: 35 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 1 Longest dependency chain: P244(35J/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 244 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 17643 Total stationary ticks: 147627 Seat-event requests: 2019 Failed seat-event starts: 1733 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 244 Critical blocker identity: P244->35J(RIGHT) Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 1 Critical tree depth: 1 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P244(35J/RIGHT/WAITING_FOR_SEAT_EVENT) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1733 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1733 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 1529 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 36|37 Current unavailable yield tiles: 37 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2023\nPrecedence substitutions made: 8\nDependency chains followed: 1735\nBlocked by waiting-row occupant: 1735\nSubstituted events started: 9\nOccupied-space rejections: 1739\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 12 | standardDataset=286/288 (99.31%) | pacedZoneDataset=286/288 (99.31%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | pacedZoneWorse=false | standardFamily=REAR_BOUNDARY_LOCK | pacedZoneFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 19 PACED GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 21:51:01 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1983790101901 Scenario number: 13 Scenario seed: -7419215719763990151 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.31% Blocker-prone seat share (topology component): 73.04% Aisle-assignment balance: 99.02% OUTCOME ------- Status: SUCCESS Completed ticks: 739 Passengers seated: 204/204 Average waiting ticks: 328.90 Longest waiting passenger: P58->22A(LEFT) Longest waiting ticks: 690 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1499 Maximum occupied tiles: 12 Seat events: 103 Single-blocker events: 28 Multiple-blocker events: 8 Temporary aisle reoccupations: 44 RIGHT AISLE ----------- Total moves: 1438 Maximum occupied tiles: 12 Seat events: 101 Single-blocker events: 22 Multiple-blocker events: 7 Temporary aisle reoccupations: 38 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 112 Reservations granted: 105 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 2 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3736 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4769 Total stationary ticks: 70243 Seat-event requests: 210 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 531 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 7 Active-event deferrals: 531 Simultaneous arbitration losses: 2 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 219\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 19 PACED GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 21:51:01 Experiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET Frozen architecture enabled: true Experiment seed: 1983790101901 Scenario number: 13 Scenario seed: -7419215719763990151 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET Row-zone concentration (diagnostic control): 34.31% Blocker-prone seat share (topology component): 73.04% Aisle-assignment balance: 99.02% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2217 Passengers seated: 124/204 Average waiting ticks: 798.50 Longest waiting passenger: P1->13G(RIGHT) Longest waiting ticks: 2217 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 34 Cluster candidates evaluated: 148 Executable cluster candidates: 0 Rejected cluster candidates: 148 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 30 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2095 Regions dissolved: 0 Repeated reconstructions avoided: 2095 Largest region lifetime: 2096 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2096:occupied=30 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 2011 State changes reopening evaluation: 33 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1499 Maximum occupied tiles: 16 Seat events: 103 Single-blocker events: 29 Multiple-blocker events: 2 Temporary aisle reoccupations: 33 RIGHT AISLE ----------- Total moves: 972 Maximum occupied tiles: 30 Seat events: 21 Single-blocker events: 0 Multiple-blocker events: 0 Temporary aisle reoccupations: 0 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 2111 Reservations granted: 2110 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 50 Remaining moving in aisle: 24 Remaining waiting at row: 6 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 48625 Longest unresolved passenger ID: 1 Longest unresolved row: 13 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 22 Longest dependency chain: P161(12H/RIGHT) -> P23(14F/RIGHT) -> P199(13D/RIGHT) -> P137(16D/RIGHT) -> P86(15G/RIGHT) -> P168(21G/RIGHT) -> P124(21H/RIGHT) -> P97(20E/RIGHT) -> P114(20G/RIGHT) -> P10(18H/RIGHT) -> P18(18D/RIGHT) -> P43(18G/RIGHT) -> P182(17G/RIGHT) -> P136(20F/RIGHT) -> P13(19D/RIGHT) -> P167(17H/RIGHT) -> P195(19G/RIGHT) -> P4(19H/RIGHT) -> P26(26G/RIGHT) -> P118(22E/RIGHT) -> P128(26F/RIGHT) -> P79(22C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 161 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 24 Total blocked ticks: 65898 Total stationary ticks: 215658 Seat-event requests: 2176 Failed seat-event starts: 2052 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 79 Critical blocker identity: P79->22C(RIGHT) Direct fan-out: 1 Total indirect descendants: 21 Critical tree size including blocker: 22 Critical tree depth: 22 Frozen internal components: 6 Terminal WAITING_FOR_SEAT_EVENT nodes: 6 Unresolved internal passengers: 30 Unresolved outside passengers: 50 Unresolved internal passengers outside critical tree: 8 Critical blocker tree: P79(22C/RIGHT/WAITING_FOR_SEAT_EVENT) P128(26F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P118(22E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P26(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P4(19H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P195(19G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P167(17H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P13(19D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P136(20F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P182(17G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P43(18G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P18(18D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P10(18H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P114(20G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P97(20E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P124(21H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P168(21G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P86(15G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P137(16D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P199(13D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P23(14F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P161(12H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 2051 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 23|24 Critical blocker unavailable yield tiles: 23|24 Critical blocker yield-tile occupants: 194|165 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 2 Waiting-row passengers with multiple blockers: 4 Yield-tile occupied failures: 2051 Rear-boundary failures: 1 Middle-bank reservation failures: 1 Active-event deferrals: 288 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 2 Trace length: 1 Yield-occupant trace: yieldOccupant[194]: P194(23C/RIGHT/WAITING_AT_ROW@tile23) -> [OPEN_CHAIN_TO_ROW_EVENT] || yieldOccupant[165]: P165(24E/RIGHT/WAITING_AT_ROW@tile24) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P165->24E(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 2 All yield occupants in same frozen component: false Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P194{seat=23C,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=23,directBlocker=-1,lastMoveTick=190,reason=WAITING_FOR_SEAT_EVENT,prerequisite=YIELD_TILE_OCCUPIED} || P165{seat=24E,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=24,directBlocker=-1,lastMoveTick=189,reason=WAITING_FOR_SEAT_EVENT,prerequisite=YIELD_TILE_OCCUPIED} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 23|24 Current unavailable yield tiles: 23|24 Current yield-tile occupants: 194|165 Final row-event chain: 79|194 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 6 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2177\nPrecedence substitutions made: 2\nDependency chains followed: 2037\nBlocked by waiting-row occupant: 4063\nSubstituted events started: 1\nOccupied-space rejections: 14326\nMaximum scheduling-chain depth: 3\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 13 | standardDataset=204/204 (100.00%) | pacedZoneDataset=124/204 (60.78%) | seatedDelta=-80 | completionDelta=-39.22% | outsideDelta=+50 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | pacedZoneWorse=true | standardFamily=COMPLETE_CABIN | pacedZoneFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 19 PACED GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 21:51:01 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1983790101901 Scenario number: 14 Scenario seed: -1376842633204974690 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 26.85% Blocker-prone seat share (topology component): 58.95% Aisle-assignment balance: 91.98% OUTCOME ------- Status: SUCCESS Completed ticks: 1255 Passengers seated: 324/324 Average waiting ticks: 547.91 Longest waiting passenger: P44->32I(RIGHT) Longest waiting ticks: 1183 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2622 Maximum occupied tiles: 12 Seat events: 149 Single-blocker events: 50 Multiple-blocker events: 19 Temporary aisle reoccupations: 91 RIGHT AISLE ----------- Total moves: 3081 Maximum occupied tiles: 14 Seat events: 175 Single-blocker events: 51 Multiple-blocker events: 22 Temporary aisle reoccupations: 99 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 142 Reservations granted: 138 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6726 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8085 Total stationary ticks: 183099 Seat-event requests: 339 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 695 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 695 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 344\nPrecedence substitutions made: 9\nDependency chains followed: 9\nBlocked by waiting-row occupant: 9\nSubstituted events started: 10\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 19 PACED GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 21:51:01 Experiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET Frozen architecture enabled: true Experiment seed: 1983790101901 Scenario number: 14 Scenario seed: -1376842633204974690 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET Row-zone concentration (diagnostic control): 26.85% Blocker-prone seat share (topology component): 58.95% Aisle-assignment balance: 91.98% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2731 Passengers seated: 229/324 Average waiting ticks: 940.57 Longest waiting passenger: P11->11B(LEFT) Longest waiting ticks: 2731 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 42 Cluster candidates evaluated: 194 Executable cluster candidates: 0 Rejected cluster candidates: 194 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 34 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2523 Regions dissolved: 0 Repeated reconstructions avoided: 2523 Largest region lifetime: 2524 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2524:occupied=34 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 2321 State changes reopening evaluation: 41 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2056 Maximum occupied tiles: 34 Seat events: 54 Single-blocker events: 16 Multiple-blocker events: 2 Temporary aisle reoccupations: 20 RIGHT AISLE ----------- Total moves: 3081 Maximum occupied tiles: 19 Seat events: 175 Single-blocker events: 48 Multiple-blocker events: 20 Temporary aisle reoccupations: 90 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 135 Reservations granted: 134 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 61 Remaining moving in aisle: 28 Remaining waiting at row: 6 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 64667 Longest unresolved passenger ID: 11 Longest unresolved row: 11 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 26 Longest dependency chain: P58(16B/LEFT) -> P112(15A/LEFT) -> P156(19D/LEFT) -> P1(15G/LEFT) -> P17(15E/LEFT) -> P228(19A/LEFT) -> P125(17B/LEFT) -> P244(16A/LEFT) -> P294(17A/LEFT) -> P133(15B/LEFT) -> P48(17C/LEFT) -> P132(18A/LEFT) -> P35(15C/LEFT) -> P107(16E/LEFT) -> P279(16C/LEFT) -> P262(23C/LEFT) -> P60(24G/LEFT) -> P13(20C/LEFT) -> P34(25B/LEFT) -> P22(25C/LEFT) -> P51(24E/LEFT) -> P192(24B/LEFT) -> P76(25A/LEFT) -> P23(25F/LEFT) -> P88(30C/LEFT) -> P116(26A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 58 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 28 Total blocked ticks: 90298 Total stationary ticks: 378757 Seat-event requests: 2599 Failed seat-event starts: 2370 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 116 Critical blocker identity: P116->26A(LEFT) Direct fan-out: 1 Total indirect descendants: 25 Critical tree size including blocker: 26 Critical tree depth: 26 Frozen internal components: 6 Terminal WAITING_FOR_SEAT_EVENT nodes: 6 Unresolved internal passengers: 34 Unresolved outside passengers: 61 Unresolved internal passengers outside critical tree: 8 Critical blocker tree: P116(26A/LEFT/WAITING_FOR_SEAT_EVENT) P88(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P23(25F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P76(25A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P192(24B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P51(24E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P22(25C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P34(25B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P13(20C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P60(24G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P262(23C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P279(16C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P107(16E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P35(15C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P132(18A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P48(17C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P133(15B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P294(17A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P244(16A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P125(17B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P228(19A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P17(15E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P1(15G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P156(19D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P112(15A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P58(16B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 2370 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 27|28 Critical blocker unavailable yield tiles: 27|28 Critical blocker yield-tile occupants: 120|42 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 2 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 2370 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 868 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 2 Trace length: 3 Yield-occupant trace: yieldOccupant[120]: P120(30D/LEFT/MOVING_IN_AISLE@tile27) -> P42(29F/LEFT/MOVING_IN_AISLE@tile28) -> P267(29B/LEFT/WAITING_AT_ROW@tile29) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[42]: P42(29F/LEFT/MOVING_IN_AISLE@tile28) -> P267(29B/LEFT/WAITING_AT_ROW@tile29) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P267->29B(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P120{seat=30D,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=27,directBlocker=42,lastMoveTick=342,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P42{seat=29F,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=28,directBlocker=267,lastMoveTick=334,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 27|28 Current unavailable yield tiles: 27|28 Current yield-tile occupants: 120|42 Final row-event chain: 116|120|42|267 Final row-event chain length: 4 Distinct row events in chain: 4 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 6 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2600\nPrecedence substitutions made: 5\nDependency chains followed: 46\nBlocked by waiting-row occupant: 90\nSubstituted events started: 6\nOccupied-space rejections: 7359\nMaximum scheduling-chain depth: 4\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 14 | standardDataset=324/324 (100.00%) | pacedZoneDataset=229/324 (70.68%) | seatedDelta=-95 | completionDelta=-29.32% | outsideDelta=+61 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | pacedZoneWorse=true | standardFamily=COMPLETE_CABIN | pacedZoneFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 19 PACED GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 21:51:01 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1983790101901 Scenario number: 15 Scenario seed: -3769316293163605789 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.78% Blocker-prone seat share (topology component): 60.46% Aisle-assignment balance: 98.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1103 Passengers seated: 306/306 Average waiting ticks: 498.37 Longest waiting passenger: P104->30A(LEFT) Longest waiting ticks: 1031 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 8 Selected release potential total: 7 Last cluster decision: RIGHT:tiles12-21:occupied=8:anchor=P215:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 34 Regions dissolved: 1 Repeated reconstructions avoided: 34 Largest region lifetime: 35 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=35 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2720 Maximum occupied tiles: 14 Seat events: 156 Single-blocker events: 42 Multiple-blocker events: 19 Temporary aisle reoccupations: 82 RIGHT AISLE ----------- Total moves: 2632 Maximum occupied tiles: 14 Seat events: 150 Single-blocker events: 41 Multiple-blocker events: 14 Temporary aisle reoccupations: 72 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 126 Reservations granted: 126 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6854 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8726 Total stationary ticks: 158697 Seat-event requests: 321 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 845 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 845 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 320\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 19\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 19 PACED GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 21:51:01 Experiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET Frozen architecture enabled: true Experiment seed: 1983790101901 Scenario number: 15 Scenario seed: -3769316293163605789 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET Row-zone concentration (diagnostic control): 27.78% Blocker-prone seat share (topology component): 60.46% Aisle-assignment balance: 98.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1084 Passengers seated: 306/306 Average waiting ticks: 493.19 Longest waiting passenger: P38->7B(LEFT) Longest waiting ticks: 1071 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 2 Cluster candidates evaluated: 6 Executable cluster candidates: 4 Rejected cluster candidates: 2 Cluster selections: 3 Cluster-selected events started: 5 Largest detected cluster: 6 Selected release potential total: 11 Last cluster decision: RIGHT:tiles7-10:occupied=3:anchor=P131:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 54 Regions dissolved: 2 Repeated reconstructions avoided: 54 Largest region lifetime: 36 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=20 Confirmation deferral ticks: 2 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2720 Maximum occupied tiles: 20 Seat events: 156 Single-blocker events: 42 Multiple-blocker events: 19 Temporary aisle reoccupations: 82 RIGHT AISLE ----------- Total moves: 2632 Maximum occupied tiles: 21 Seat events: 150 Single-blocker events: 41 Multiple-blocker events: 14 Temporary aisle reoccupations: 72 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 135 Reservations granted: 126 Reservations denied/waited: 9 Simultaneous opposite-aisle conflicts: 2 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 12858 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 14177 Total stationary ticks: 162794 Seat-event requests: 316 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 626 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 9 Active-event deferrals: 626 Simultaneous arbitration losses: 2 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 324\nPrecedence substitutions made: 7\nDependency chains followed: 10\nBlocked by waiting-row occupant: 10\nSubstituted events started: 12\nOccupied-space rejections: 33\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 15 | standardDataset=306/306 (100.00%) | pacedZoneDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=3 | clusterStarts=5 | convertedToSuccess=false | pacedZoneWorse=false | standardFamily=COMPLETE_CABIN | pacedZoneFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 19 PACED GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 21:51:01 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1983790101901 Scenario number: 16 Scenario seed: -3916350455026888317 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.70% Blocker-prone seat share (topology component): 58.33% Aisle-assignment balance: 99.38% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2641 Passengers seated: 308/324 Average waiting ticks: 546.13 Longest waiting passenger: P182->34F(LEFT) Longest waiting ticks: 2577 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 18 Cluster candidates evaluated: 28 Executable cluster candidates: 1 Rejected cluster candidates: 27 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 16 Selected release potential total: 4 Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1863 Regions dissolved: 2 Repeated reconstructions avoided: 1863 Largest region lifetime: 1829 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1829:occupied=16 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1656 State changes reopening evaluation: 16 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2823 Maximum occupied tiles: 19 Seat events: 145 Single-blocker events: 38 Multiple-blocker events: 19 Temporary aisle reoccupations: 80 RIGHT AISLE ----------- Total moves: 2730 Maximum occupied tiles: 12 Seat events: 163 Single-blocker events: 40 Multiple-blocker events: 17 Temporary aisle reoccupations: 77 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1842 Reservations granted: 1839 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 13 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 22228 Longest unresolved passenger ID: 298 Longest unresolved row: 35 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 10 Longest dependency chain: P105(36E/LEFT) -> P17(28B/LEFT) -> P143(31F/LEFT) -> P291(27A/LEFT) -> P243(25A/LEFT) -> P144(31E/LEFT) -> P64(36A/LEFT) -> P217(34C/LEFT) -> P0(32A/LEFT) -> P44(29F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 105 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 13 Total blocked ticks: 35202 Total stationary ticks: 204167 Seat-event requests: 2026 Failed seat-event starts: 1718 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 44 Critical blocker identity: P44->29F(LEFT) Direct fan-out: 1 Total indirect descendants: 9 Critical tree size including blocker: 10 Critical tree depth: 10 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 16 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 6 Critical blocker tree: P44(29F/LEFT/WAITING_FOR_SEAT_EVENT) P0(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P217(34C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P64(36A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P144(31E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P243(25A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P291(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P143(31F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P17(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P105(36E/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1717 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 30|31 Critical blocker yield-tile occupants: 87|160 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 3 Yield-tile occupied failures: 1717 Rear-boundary failures: 1 Middle-bank reservation failures: 3 Active-event deferrals: 1165 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 2 Trace length: 5 Yield-occupant trace: yieldOccupant[87]: P87(36C/LEFT/MOVING_IN_AISLE@tile30) -> P160(32F/LEFT/MOVING_IN_AISLE@tile31) -> P92(36F/LEFT/MOVING_IN_AISLE@tile32) -> P258(35C/LEFT/MOVING_IN_AISLE@tile33) -> P182(34F/LEFT/WAITING_AT_ROW@tile34) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[160]: P160(32F/LEFT/MOVING_IN_AISLE@tile31) -> P92(36F/LEFT/MOVING_IN_AISLE@tile32) -> P258(35C/LEFT/MOVING_IN_AISLE@tile33) -> P182(34F/LEFT/WAITING_AT_ROW@tile34) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P182->34F(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P87{seat=36C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=160,lastMoveTick=931,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P160{seat=32F,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=31,directBlocker=92,lastMoveTick=916,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 30|31 Current yield-tile occupants: 87|160 Final row-event chain: 44|87|160|92|258|182 Final row-event chain length: 6 Distinct row events in chain: 6 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2028\nPrecedence substitutions made: 4\nDependency chains followed: 84\nBlocked by waiting-row occupant: 84\nSubstituted events started: 6\nOccupied-space rejections: 1731\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 19 PACED GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 21:51:01 Experiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET Frozen architecture enabled: true Experiment seed: 1983790101901 Scenario number: 16 Scenario seed: -3916350455026888317 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET Row-zone concentration (diagnostic control): 28.70% Blocker-prone seat share (topology component): 58.33% Aisle-assignment balance: 99.38% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2629 Passengers seated: 322/324 Average waiting ticks: 528.35 Longest waiting passenger: P64->36A(LEFT) Longest waiting ticks: 2513 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2899 Maximum occupied tiles: 20 Seat events: 159 Single-blocker events: 42 Multiple-blocker events: 28 Temporary aisle reoccupations: 102 RIGHT AISLE ----------- Total moves: 2730 Maximum occupied tiles: 19 Seat events: 163 Single-blocker events: 43 Multiple-blocker events: 14 Temporary aisle reoccupations: 73 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 147 Reservations granted: 140 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 13212 Longest unresolved passenger ID: 105 Longest unresolved row: 36 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P105(36E/LEFT) -> P64(36A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 105 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 19129 Total stationary ticks: 185593 Seat-event requests: 2083 Failed seat-event starts: 1761 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 64 Critical blocker identity: P64->36A(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P64(36A/LEFT/WAITING_FOR_SEAT_EVENT) P105(36E/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1752 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 37|38 Critical blocker unavailable yield tiles: 37|38 Critical blocker yield-tile occupants: -1|-1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 9 Rear-boundary failures: 1752 Middle-bank reservation failures: 7 Active-event deferrals: 1085 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 37|38 Current unavailable yield tiles: 37|38 Current yield-tile occupants: -1|-1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2091\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 8\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 16 | standardDataset=308/324 (95.06%) | pacedZoneDataset=322/324 (99.38%) | seatedDelta=+14 | completionDelta=+4.32% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | pacedZoneWorse=false | standardFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL | pacedZoneFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 19 PACED GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 21:51:01 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1983790101901 Scenario number: 17 Scenario seed: -6573824939257693444 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.89% Blocker-prone seat share (topology component): 74.56% Aisle-assignment balance: 96.49% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2276 Passengers seated: 219/228 Average waiting ticks: 394.52 Longest waiting passenger: P61->10F(LEFT) Longest waiting ticks: 2266 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 2 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 5 Selected release potential total: 0 Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1517 Regions dissolved: 1 Repeated reconstructions avoided: 1517 Largest region lifetime: 1501 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1501:occupied=5 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1497 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1663 Maximum occupied tiles: 15 Seat events: 109 Single-blocker events: 25 Multiple-blocker events: 9 Temporary aisle reoccupations: 46 RIGHT AISLE ----------- Total moves: 1538 Maximum occupied tiles: 11 Seat events: 110 Single-blocker events: 31 Multiple-blocker events: 7 Temporary aisle reoccupations: 47 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1619 Reservations granted: 1619 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 6 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 9437 Longest unresolved passenger ID: 163 Longest unresolved row: 30 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 5 Longest dependency chain: P52(24B/LEFT) -> P112(28B/LEFT) -> P15(27F/LEFT) -> P97(22A/LEFT) -> P61(10F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 52 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 6 Total blocked ticks: 18754 Total stationary ticks: 102442 Seat-event requests: 1732 Failed seat-event starts: 1513 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 61 Critical blocker identity: P61->10F(LEFT) Direct fan-out: 1 Total indirect descendants: 4 Critical tree size including blocker: 5 Critical tree depth: 5 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 9 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 4 Critical blocker tree: P61(10F/LEFT/WAITING_FOR_SEAT_EVENT) P97(22A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P15(27F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P112(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P52(24B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1513 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 11|12|13 Critical blocker unavailable yield tiles: 13 Critical blocker yield-tile occupants: 193 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1513 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 573 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[193]: P193(27E/LEFT/MOVING_IN_AISLE@tile13) -> P212(14D/LEFT/WAITING_AT_ROW@tile14) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P212->14D(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P193{seat=27E,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=13,directBlocker=212,lastMoveTick=763,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 11|12|13 Current unavailable yield tiles: 13 Current yield-tile occupants: 193 Final row-event chain: 61|193|212 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1732\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 6\nOccupied-space rejections: 1517\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 19 PACED GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 21:51:01 Experiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET Frozen architecture enabled: true Experiment seed: 1983790101901 Scenario number: 17 Scenario seed: -6573824939257693444 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET Row-zone concentration (diagnostic control): 32.89% Blocker-prone seat share (topology component): 74.56% Aisle-assignment balance: 96.49% OUTCOME ------- Status: SUCCESS Completed ticks: 821 Passengers seated: 228/228 Average waiting ticks: 369.26 Longest waiting passenger: P175->4D(LEFT) Longest waiting ticks: 810 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1758 Maximum occupied tiles: 18 Seat events: 118 Single-blocker events: 23 Multiple-blocker events: 19 Temporary aisle reoccupations: 69 RIGHT AISLE ----------- Total moves: 1538 Maximum occupied tiles: 14 Seat events: 110 Single-blocker events: 28 Multiple-blocker events: 5 Temporary aisle reoccupations: 39 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 122 Reservations granted: 116 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7803 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8420 Total stationary ticks: 91100 Seat-event requests: 231 Failed seat-event starts: 3 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 323 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 3 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 323 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 238\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 17 | standardDataset=219/228 (96.05%) | pacedZoneDataset=228/228 (100.00%) | seatedDelta=+9 | completionDelta=+3.95% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=true | pacedZoneWorse=false | standardFamily=MOVING_PASSENGER_YIELD_CHAIN | pacedZoneFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 19 PACED GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 21:51:01 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1983790101901 Scenario number: 18 Scenario seed: 4604174632242848692 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.82% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 98.04% OUTCOME ------- Status: SUCCESS Completed ticks: 752 Passengers seated: 204/204 Average waiting ticks: 335.60 Longest waiting passenger: P42->23E(LEFT) Longest waiting ticks: 693 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1540 Maximum occupied tiles: 12 Seat events: 104 Single-blocker events: 22 Multiple-blocker events: 11 Temporary aisle reoccupations: 47 RIGHT AISLE ----------- Total moves: 1397 Maximum occupied tiles: 10 Seat events: 100 Single-blocker events: 19 Multiple-blocker events: 5 Temporary aisle reoccupations: 29 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 109 Reservations granted: 109 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3608 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4371 Total stationary ticks: 71431 Seat-event requests: 211 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 372 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 372 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 211\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 19 PACED GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 21:51:01 Experiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET Frozen architecture enabled: true Experiment seed: 1983790101901 Scenario number: 18 Scenario seed: 4604174632242848692 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET Row-zone concentration (diagnostic control): 33.82% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 98.04% OUTCOME ------- Status: SUCCESS Completed ticks: 736 Passengers seated: 204/204 Average waiting ticks: 336.79 Longest waiting passenger: P104->6B(LEFT) Longest waiting ticks: 722 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 2 Executable cluster candidates: 1 Rejected cluster candidates: 1 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 7 Selected release potential total: 6 Last cluster decision: RIGHT:tiles7-14:occupied=7:anchor=P159:selected=P77:directReleases=1:releasePotential=6 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 37 Regions dissolved: 1 Repeated reconstructions avoided: 37 Largest region lifetime: 38 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=38 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1540 Maximum occupied tiles: 17 Seat events: 104 Single-blocker events: 26 Multiple-blocker events: 12 Temporary aisle reoccupations: 52 RIGHT AISLE ----------- Total moves: 1397 Maximum occupied tiles: 15 Seat events: 100 Single-blocker events: 16 Multiple-blocker events: 4 Temporary aisle reoccupations: 24 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 113 Reservations granted: 104 Reservations denied/waited: 9 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6602 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7219 Total stationary ticks: 74592 Seat-event requests: 210 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 301 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 9 Active-event deferrals: 301 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 219\nPrecedence substitutions made: 1\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 3\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 18 | standardDataset=204/204 (100.00%) | pacedZoneDataset=204/204 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | pacedZoneWorse=false | standardFamily=COMPLETE_CABIN | pacedZoneFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 19 PACED GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 21:51:01 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1983790101901 Scenario number: 19 Scenario seed: 6711630305035727939 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.09% Blocker-prone seat share (topology component): 61.11% Aisle-assignment balance: 95.68% OUTCOME ------- Status: SUCCESS Completed ticks: 1202 Passengers seated: 324/324 Average waiting ticks: 538.21 Longest waiting passenger: P178->5F(RIGHT) Longest waiting ticks: 1141 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 22 Regions dissolved: 1 Repeated reconstructions avoided: 22 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=23 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2678 Maximum occupied tiles: 15 Seat events: 155 Single-blocker events: 45 Multiple-blocker events: 20 Temporary aisle reoccupations: 89 RIGHT AISLE ----------- Total moves: 2913 Maximum occupied tiles: 13 Seat events: 169 Single-blocker events: 50 Multiple-blocker events: 15 Temporary aisle reoccupations: 82 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 142 Reservations granted: 138 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7212 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8685 Total stationary ticks: 180536 Seat-event requests: 333 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 755 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 755 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 338\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 19 PACED GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 21:51:01 Experiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET Frozen architecture enabled: true Experiment seed: 1983790101901 Scenario number: 19 Scenario seed: 6711630305035727939 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET Row-zone concentration (diagnostic control): 28.09% Blocker-prone seat share (topology component): 61.11% Aisle-assignment balance: 95.68% OUTCOME ------- Status: SUCCESS Completed ticks: 1183 Passengers seated: 324/324 Average waiting ticks: 534.51 Longest waiting passenger: P84->5D(RIGHT) Longest waiting ticks: 1169 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles8-10:occupied=3:anchor=P199:selected=P322:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2678 Maximum occupied tiles: 19 Seat events: 155 Single-blocker events: 41 Multiple-blocker events: 17 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2913 Maximum occupied tiles: 19 Seat events: 169 Single-blocker events: 51 Multiple-blocker events: 21 Temporary aisle reoccupations: 95 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 148 Reservations granted: 137 Reservations denied/waited: 11 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 12937 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 14007 Total stationary ticks: 184829 Seat-event requests: 334 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 595 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 11 Active-event deferrals: 595 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 344\nPrecedence substitutions made: 9\nDependency chains followed: 9\nBlocked by waiting-row occupant: 10\nSubstituted events started: 14\nOccupied-space rejections: 19\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 19 | standardDataset=324/324 (100.00%) | pacedZoneDataset=324/324 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | pacedZoneWorse=false | standardFamily=COMPLETE_CABIN | pacedZoneFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 19 PACED GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 21:51:01 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1983790101901 Scenario number: 20 Scenario seed: -3622581540123779064 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.77% Blocker-prone seat share (topology component): 75.88% Aisle-assignment balance: 95.61% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2350 Passengers seated: 226/228 Average waiting ticks: 387.17 Longest waiting passenger: P135->30F(LEFT) Longest waiting ticks: 2300 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1800 Maximum occupied tiles: 12 Seat events: 117 Single-blocker events: 28 Multiple-blocker events: 9 Temporary aisle reoccupations: 47 RIGHT AISLE ----------- Total moves: 1519 Maximum occupied tiles: 13 Seat events: 109 Single-blocker events: 31 Multiple-blocker events: 13 Temporary aisle reoccupations: 59 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1630 Reservations granted: 1630 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3909 Longest unresolved passenger ID: 112 Longest unresolved row: 30 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P112(30C/LEFT) -> P135(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 112 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 7970 Total stationary ticks: 92968 Seat-event requests: 1744 Failed seat-event starts: 1518 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 135 Critical blocker identity: P135->30F(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P135(30F/LEFT/WAITING_FOR_SEAT_EVENT) P112(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1510 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 1 Critical blocker required yield tiles: 31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 1510 Middle-bank reservation failures: 0 Active-event deferrals: 556 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 1 Current required yield tiles: 31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1744\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 19 PACED GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 21:51:01 Experiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET Frozen architecture enabled: true Experiment seed: 1983790101901 Scenario number: 20 Scenario seed: -3622581540123779064 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET Row-zone concentration (diagnostic control): 33.77% Blocker-prone seat share (topology component): 75.88% Aisle-assignment balance: 95.61% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2333 Passengers seated: 226/228 Average waiting ticks: 383.65 Longest waiting passenger: P135->30F(LEFT) Longest waiting ticks: 2254 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 7 Selected release potential total: 6 Last cluster decision: LEFT:tiles17-23:occupied=6:anchor=P146:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 32 Regions dissolved: 1 Repeated reconstructions avoided: 32 Largest region lifetime: 33 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=33 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1800 Maximum occupied tiles: 18 Seat events: 117 Single-blocker events: 30 Multiple-blocker events: 15 Temporary aisle reoccupations: 61 RIGHT AISLE ----------- Total moves: 1519 Maximum occupied tiles: 15 Seat events: 109 Single-blocker events: 35 Multiple-blocker events: 4 Temporary aisle reoccupations: 45 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1797 Reservations granted: 1788 Reservations denied/waited: 9 Simultaneous opposite-aisle conflicts: 3 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7398 Longest unresolved passenger ID: 112 Longest unresolved row: 30 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P112(30C/LEFT) -> P135(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 112 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 12505 Total stationary ticks: 96217 Seat-event requests: 1902 Failed seat-event starts: 1676 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 135 Critical blocker identity: P135->30F(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P135(30F/LEFT/WAITING_FOR_SEAT_EVENT) P112(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1669 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 1 Critical blocker required yield tiles: 31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 1669 Middle-bank reservation failures: 9 Active-event deferrals: 785 Simultaneous arbitration losses: 3 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 1 Current required yield tiles: 31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1913\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 7\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 20 | standardDataset=226/228 (99.12%) | pacedZoneDataset=226/228 (99.12%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=2 | convertedToSuccess=false | pacedZoneWorse=false | standardFamily=REAR_BOUNDARY_LOCK | pacedZoneFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 19 PACED GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 21:51:01 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1983790101901 Scenario number: 21 Scenario seed: -2044535203408771427 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 92.77% OUTCOME ------- Status: SUCCESS Completed ticks: 895 Passengers seated: 235/235 Average waiting ticks: 392.07 Longest waiting passenger: P46->11F(RIGHT) Longest waiting ticks: 837 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 6 Selected release potential total: 9 Last cluster decision: RIGHT:tiles4-10:occupied=6:anchor=P130:selected=P90:directReleases=0:releasePotential=5 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 64 Regions dissolved: 2 Repeated reconstructions avoided: 64 Largest region lifetime: 34 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=34 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1690 Maximum occupied tiles: 12 Seat events: 109 Single-blocker events: 33 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1756 Maximum occupied tiles: 13 Seat events: 126 Single-blocker events: 33 Multiple-blocker events: 18 Temporary aisle reoccupations: 76 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 134 Reservations granted: 134 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4441 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5569 Total stationary ticks: 95838 Seat-event requests: 257 Failed seat-event starts: 22 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 544 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 22 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 544 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 255\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 26\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 19 PACED GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 21:51:01 Experiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET Frozen architecture enabled: true Experiment seed: 1983790101901 Scenario number: 21 Scenario seed: -2044535203408771427 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 92.77% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2367 Passengers seated: 141/235 Average waiting ticks: 883.96 Longest waiting passenger: P3->13B(LEFT) Longest waiting ticks: 2367 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 39 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 29 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=LOWER_HIERARCHICAL_PRIORITY_DEFERRED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 4469 Regions dissolved: 0 Repeated reconstructions avoided: 4469 Largest region lifetime: 2236 Maximum simultaneous active regions: 2 Regions active at termination: 2 Last lifecycle event: UPDATE:R1:age=2236:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 2175 State changes reopening evaluation: 37 Region priority competitions: 1785 Regions ranked: 3570 Hierarchical selections: 1785 Lower-priority evaluations deferred: 1677 Highest selected priority score: 32010 Left/right priority wins: 1785/0 Priority ties: 0 Last priority decision: LEFT:R2:score=32010 | RIGHT:R1:score=3410 | selected=LEFT LEFT AISLE ---------- Total moves: 872 Maximum occupied tiles: 29 Seat events: 18 Single-blocker events: 2 Multiple-blocker events: 0 Temporary aisle reoccupations: 2 RIGHT AISLE ----------- Total moves: 1753 Maximum occupied tiles: 18 Seat events: 123 Single-blocker events: 34 Multiple-blocker events: 6 Temporary aisle reoccupations: 46 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 3973 Reservations granted: 3973 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 62 Remaining moving in aisle: 30 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 65875 Longest unresolved passenger ID: 3 Longest unresolved row: 13 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 29 Longest dependency chain: P169(19F/LEFT) -> P148(21F/LEFT) -> P134(21C/LEFT) -> P194(21A/LEFT) -> P215(18A/LEFT) -> P164(18B/LEFT) -> P24(20A/LEFT) -> P92(21B/LEFT) -> P70(20F/LEFT) -> P43(21E/LEFT) -> P141(19B/LEFT) -> P139(22A/LEFT) -> P231(26B/LEFT) -> P2(26E/LEFT) -> P211(23D/LEFT) -> P48(25C/LEFT) -> P213(23A/LEFT) -> P112(22B/LEFT) -> P31(24A/LEFT) -> P6(22C/LEFT) -> P216(22F/LEFT) -> P227(25F/LEFT) -> P184(25B/LEFT) -> P11(25A/LEFT) -> P45(26A/LEFT) -> P32(30B/LEFT) -> P171(28F/LEFT) -> P51(30C/LEFT) -> P33(29E/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 169 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 30 Total blocked ticks: 75372 Total stationary ticks: 277717 Seat-event requests: 4040 Failed seat-event starts: 3899 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 33 Critical blocker identity: P33->29E(LEFT) Direct fan-out: 1 Total indirect descendants: 28 Critical tree size including blocker: 29 Critical tree depth: 29 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 32 Unresolved outside passengers: 62 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P33(29E/LEFT/WAITING_FOR_SEAT_EVENT) P51(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P171(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P32(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P45(26A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P11(25A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P184(25B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P227(25F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P216(22F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P6(22C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P31(24A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P112(22B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P213(23A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P48(25C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P211(23D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P2(26E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P231(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P139(22A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P141(19B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P43(21E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P70(20F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P92(21B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P24(20A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P164(18B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P215(18A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P194(21A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P134(21C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P148(21F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P169(19F/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 3897 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 2 Rear-boundary failures: 3897 Middle-bank reservation failures: 0 Active-event deferrals: 672 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 4040\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 2\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 21 | standardDataset=235/235 (100.00%) | pacedZoneDataset=141/235 (60.00%) | seatedDelta=-94 | completionDelta=-40.00% | outsideDelta=+62 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | pacedZoneWorse=true | standardFamily=COMPLETE_CABIN | pacedZoneFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 19 PACED GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 21:51:01 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1983790101901 Scenario number: 22 Scenario seed: -6835070174243397533 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 93.62% OUTCOME ------- Status: SUCCESS Completed ticks: 886 Passengers seated: 235/235 Average waiting ticks: 395.20 Longest waiting passenger: P69->6H(RIGHT) Longest waiting ticks: 847 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 14 Regions dissolved: 1 Repeated reconstructions avoided: 14 Largest region lifetime: 15 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=15 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1633 Maximum occupied tiles: 12 Seat events: 110 Single-blocker events: 31 Multiple-blocker events: 11 Temporary aisle reoccupations: 56 RIGHT AISLE ----------- Total moves: 1809 Maximum occupied tiles: 12 Seat events: 125 Single-blocker events: 36 Multiple-blocker events: 13 Temporary aisle reoccupations: 63 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 129 Reservations granted: 127 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4011 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4800 Total stationary ticks: 95994 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 433 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 433 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 246\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 19 PACED GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 21:51:01 Experiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET Frozen architecture enabled: true Experiment seed: 1983790101901 Scenario number: 22 Scenario seed: -6835070174243397533 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 93.62% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2375 Passengers seated: 132/235 Average waiting ticks: 997.99 Longest waiting passenger: P1->4D(LEFT) Longest waiting ticks: 2375 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 37 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 28 Selected release potential total: 2 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 2295 Regions dissolved: 1 Repeated reconstructions avoided: 2295 Largest region lifetime: 2286 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2286:occupied=28 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 2247 State changes reopening evaluation: 36 Region priority competitions: 2 Regions ranked: 4 Hierarchical selections: 2 Lower-priority evaluations deferred: 0 Highest selected priority score: 30910 Left/right priority wins: 2/0 Priority ties: 0 Last priority decision: LEFT:R1:score=30910 | RIGHT:R2:score=2214 | selected=LEFT LEFT AISLE ---------- Total moves: 571 Maximum occupied tiles: 28 Seat events: 7 Single-blocker events: 0 Multiple-blocker events: 0 Temporary aisle reoccupations: 0 RIGHT AISLE ----------- Total moves: 1809 Maximum occupied tiles: 17 Seat events: 125 Single-blocker events: 32 Multiple-blocker events: 7 Temporary aisle reoccupations: 47 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 2360 Reservations granted: 2360 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 75 Remaining moving in aisle: 27 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 61373 Longest unresolved passenger ID: 1 Longest unresolved row: 4 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 28 Longest dependency chain: P198(18B/LEFT) -> P144(20D/LEFT) -> P145(18E/LEFT) -> P197(17C/LEFT) -> P108(26E/LEFT) -> P91(25B/LEFT) -> P39(25A/LEFT) -> P149(22E/LEFT) -> P14(25E/LEFT) -> P21(26A/LEFT) -> P40(26B/LEFT) -> P112(22A/LEFT) -> P220(23E/LEFT) -> P202(24A/LEFT) -> P168(26D/LEFT) -> P103(23C/LEFT) -> P68(23A/LEFT) -> P164(22B/LEFT) -> P117(23B/LEFT) -> P171(24B/LEFT) -> P18(27A/LEFT) -> P23(28A/LEFT) -> P203(29A/LEFT) -> P206(28B/LEFT) -> P215(27B/LEFT) -> P86(30B/LEFT) -> P228(29F/LEFT) -> P130(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 198 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 27 Total blocked ticks: 68377 Total stationary ticks: 299759 Seat-event requests: 2424 Failed seat-event starts: 2292 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 130 Critical blocker identity: P130->28F(LEFT) Direct fan-out: 1 Total indirect descendants: 27 Critical tree size including blocker: 28 Critical tree depth: 28 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 28 Unresolved outside passengers: 75 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P130(28F/LEFT/WAITING_FOR_SEAT_EVENT) P228(29F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P86(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P215(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P206(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P203(29A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P23(28A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P18(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P171(24B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P117(23B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P164(22B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P68(23A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P103(23C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P168(26D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P202(24A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P220(23E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P112(22A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P40(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P21(26A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P14(25E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P149(22E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P39(25A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P91(25B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P108(26E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P197(17C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P145(18E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P144(20D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P198(18B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 2288 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 3 Critical blocker required yield tiles: 29|30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 4 Rear-boundary failures: 2288 Middle-bank reservation failures: 0 Active-event deferrals: 194 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 29|30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2423\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 22 | standardDataset=235/235 (100.00%) | pacedZoneDataset=132/235 (56.17%) | seatedDelta=-103 | completionDelta=-43.83% | outsideDelta=+75 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | pacedZoneWorse=true | standardFamily=COMPLETE_CABIN | pacedZoneFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 19 PACED GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 21:51:02 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1983790101901 Scenario number: 23 Scenario seed: -6295077097396450737 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 74.48% Aisle-assignment balance: 90.63% OUTCOME ------- Status: SUCCESS Completed ticks: 745 Passengers seated: 192/192 Average waiting ticks: 312.55 Longest waiting passenger: P47->18H(RIGHT) Longest waiting ticks: 691 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1312 Maximum occupied tiles: 14 Seat events: 87 Single-blocker events: 22 Multiple-blocker events: 6 Temporary aisle reoccupations: 37 RIGHT AISLE ----------- Total moves: 1545 Maximum occupied tiles: 12 Seat events: 105 Single-blocker events: 32 Multiple-blocker events: 10 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 104 Reservations granted: 104 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3562 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4412 Total stationary ticks: 62915 Seat-event requests: 196 Failed seat-event starts: 4 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 477 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 4 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 477 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 196\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 4\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 19 PACED GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 21:51:02 Experiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET Frozen architecture enabled: true Experiment seed: 1983790101901 Scenario number: 23 Scenario seed: -6295077097396450737 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 74.48% Aisle-assignment balance: 90.63% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2104 Passengers seated: 96/192 Average waiting ticks: 892.35 Longest waiting passenger: P5->5G(RIGHT) Longest waiting ticks: 2104 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 31 Cluster candidates evaluated: 31 Executable cluster candidates: 0 Rejected cluster candidates: 31 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 29 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2006 Regions dissolved: 0 Repeated reconstructions avoided: 2006 Largest region lifetime: 2007 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2007:occupied=29 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1974 State changes reopening evaluation: 30 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1312 Maximum occupied tiles: 15 Seat events: 87 Single-blocker events: 20 Multiple-blocker events: 1 Temporary aisle reoccupations: 22 RIGHT AISLE ----------- Total moves: 653 Maximum occupied tiles: 29 Seat events: 9 Single-blocker events: 3 Multiple-blocker events: 0 Temporary aisle reoccupations: 3 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 2055 Reservations granted: 2055 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 67 Remaining moving in aisle: 27 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 53858 Longest unresolved passenger ID: 5 Longest unresolved row: 5 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 28 Longest dependency chain: P2(19C/RIGHT) -> P109(17F/RIGHT) -> P146(17H/RIGHT) -> P108(19F/RIGHT) -> P141(19H/RIGHT) -> P90(19G/RIGHT) -> P164(23D/RIGHT) -> P160(26H/RIGHT) -> P97(26G/RIGHT) -> P7(25F/RIGHT) -> P142(24G/RIGHT) -> P158(25C/RIGHT) -> P64(25H/RIGHT) -> P65(22G/RIGHT) -> P84(22D/RIGHT) -> P86(23G/RIGHT) -> P93(26D/RIGHT) -> P162(23F/RIGHT) -> P52(25G/RIGHT) -> P46(24F/RIGHT) -> P88(26E/RIGHT) -> P57(25D/RIGHT) -> P177(28H/RIGHT) -> P145(27D/RIGHT) -> P60(30H/RIGHT) -> P54(30G/RIGHT) -> P98(29D/RIGHT) -> P172(28C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 2 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 27 Total blocked ticks: 61630 Total stationary ticks: 228359 Seat-event requests: 2104 Failed seat-event starts: 2008 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 172 Critical blocker identity: P172->28C(RIGHT) Direct fan-out: 1 Total indirect descendants: 27 Critical tree size including blocker: 28 Critical tree depth: 28 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 29 Unresolved outside passengers: 67 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P172(28C/RIGHT/WAITING_FOR_SEAT_EVENT) P98(29D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P54(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P60(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P145(27D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P177(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P57(25D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P88(26E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P46(24F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P52(25G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P162(23F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P93(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P86(23G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P84(22D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P65(22G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P64(25H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P158(25C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P142(24G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P7(25F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P97(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P160(26H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P164(23D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P90(19G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P141(19H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P108(19F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P146(17H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P109(17F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P2(19C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 2008 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 29|30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 0 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 2008 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 132 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[0]: P0(30C/RIGHT/WAITING_AT_ROW@tile30) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P0->30C(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P0{seat=30C,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=96,reason=WAITING_FOR_SEAT_EVENT,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 29|30 Current unavailable yield tiles: 30 Current yield-tile occupants: 0 Final row-event chain: 172|0 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2104\nPrecedence substitutions made: 1\nDependency chains followed: 2009\nBlocked by waiting-row occupant: 2009\nSubstituted events started: 0\nOccupied-space rejections: 2009\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 23 | standardDataset=192/192 (100.00%) | pacedZoneDataset=96/192 (50.00%) | seatedDelta=-96 | completionDelta=-50.00% | outsideDelta=+67 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | pacedZoneWorse=true | standardFamily=COMPLETE_CABIN | pacedZoneFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 19 PACED GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 21:51:02 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1983790101901 Scenario number: 24 Scenario seed: -4059921606334931406 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 59.49% Aisle-assignment balance: 99.15% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2787 Passengers seated: 293/353 Average waiting ticks: 866.46 Longest waiting passenger: P1->8F(LEFT) Longest waiting ticks: 2787 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 5 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 6 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1973 Regions dissolved: 0 Repeated reconstructions avoided: 1973 Largest region lifetime: 1974 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1974:occupied=6 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1967 State changes reopening evaluation: 4 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2108 Maximum occupied tiles: 13 Seat events: 115 Single-blocker events: 30 Multiple-blocker events: 10 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 3173 Maximum occupied tiles: 14 Seat events: 178 Single-blocker events: 55 Multiple-blocker events: 20 Temporary aisle reoccupations: 96 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 2094 Reservations granted: 2094 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 50 Remaining moving in aisle: 6 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 12204 Longest unresolved passenger ID: 1 Longest unresolved row: 8 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 6 Longest dependency chain: P276(7B/LEFT) -> P183(7A/LEFT) -> P45(23F/LEFT) -> P129(18A/LEFT) -> P187(21A/LEFT) -> P245(6G/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 276 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 6 Total blocked ticks: 27006 Total stationary ticks: 322793 Seat-event requests: 2276 Failed seat-event starts: 1983 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 245 Critical blocker identity: P245->6G(LEFT) Direct fan-out: 1 Total indirect descendants: 5 Critical tree size including blocker: 6 Critical tree depth: 6 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 10 Unresolved outside passengers: 50 Unresolved internal passengers outside critical tree: 4 Critical blocker tree: P245(6G/LEFT/WAITING_FOR_SEAT_EVENT) P187(21A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P129(18A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P45(23F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P183(7A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P276(7B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1983 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 7|8|9 Critical blocker unavailable yield tiles: 9 Critical blocker yield-tile occupants: 266 Waiting-row passengers with zero blockers: 3 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1983 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 613 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[266]: P266(23C/LEFT/MOVING_IN_AISLE@tile9) -> P161(10C/LEFT/WAITING_AT_ROW@tile10) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P161->10C(LEFT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P266{seat=23C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=9,directBlocker=161,lastMoveTick=813,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 7|8|9 Current unavailable yield tiles: 9 Current yield-tile occupants: 266 Final row-event chain: 245|266|161 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2276\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 1984\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 19 PACED GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 21:51:02 Experiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET Frozen architecture enabled: true Experiment seed: 1983790101901 Scenario number: 24 Scenario seed: -4059921606334931406 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 59.49% Aisle-assignment balance: 99.15% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 1779 Passengers seated: 45/353 Average waiting ticks: 1280.47 Longest waiting passenger: P1->8F(LEFT) Longest waiting ticks: 1779 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 45 Cluster candidates evaluated: 46 Executable cluster candidates: 0 Rejected cluster candidates: 46 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 35 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 3226 Regions dissolved: 0 Repeated reconstructions avoided: 3226 Largest region lifetime: 1638 Maximum simultaneous active regions: 2 Regions active at termination: 2 Last lifecycle event: UPDATE:R1:age=1638:occupied=35 Confirmation deferral ticks: 3 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1592 State changes reopening evaluation: 43 Region priority competitions: 1539 Regions ranked: 3078 Hierarchical selections: 1539 Lower-priority evaluations deferred: 1525 Highest selected priority score: 38610 Left/right priority wins: 0/1539 Priority ties: 1405 Last priority decision: LEFT:R2:score=38610 | RIGHT:R1:score=38610 | selected=RIGHT LEFT AISLE ---------- Total moves: 1572 Maximum occupied tiles: 35 Seat events: 32 Single-blocker events: 7 Multiple-blocker events: 1 Temporary aisle reoccupations: 10 RIGHT AISLE ----------- Total moves: 1026 Maximum occupied tiles: 35 Seat events: 13 Single-blocker events: 3 Multiple-blocker events: 1 Temporary aisle reoccupations: 5 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1665 Reservations granted: 1661 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 238 Remaining moving in aisle: 62 Remaining waiting at row: 8 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 96470 Longest unresolved passenger ID: 1 Longest unresolved row: 8 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 34 Longest dependency chain: P18(26F/RIGHT) -> P160(31H/RIGHT) -> P182(29I/RIGHT) -> P305(26G/RIGHT) -> P79(30E/RIGHT) -> P196(26H/RIGHT) -> P168(28F/RIGHT) -> P48(28H/RIGHT) -> P308(31E/RIGHT) -> P87(28I/RIGHT) -> P164(27H/RIGHT) -> P71(30H/RIGHT) -> P290(29J/RIGHT) -> P324(29H/RIGHT) -> P293(27E/RIGHT) -> P298(31J/RIGHT) -> P46(31F/RIGHT) -> P235(28J/RIGHT) -> P346(30J/RIGHT) -> P256(29F/RIGHT) -> P135(30D/RIGHT) -> P282(26I/RIGHT) -> P125(33D/RIGHT) -> P110(33I/RIGHT) -> P39(32E/RIGHT) -> P329(34I/RIGHT) -> P210(36I/RIGHT) -> P326(32H/RIGHT) -> P328(32G/RIGHT) -> P264(33E/RIGHT) -> P68(36H/RIGHT) -> P303(36J/RIGHT) -> P184(34J/RIGHT) -> P227(34E/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 18 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 62 Total blocked ticks: 112205 Total stationary ticks: 551282 Seat-event requests: 3223 Failed seat-event starts: 3178 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 227 Critical blocker identity: P227->34E(RIGHT) Direct fan-out: 1 Total indirect descendants: 33 Critical tree size including blocker: 34 Critical tree depth: 34 Frozen internal components: 8 Terminal WAITING_FOR_SEAT_EVENT nodes: 8 Unresolved internal passengers: 70 Unresolved outside passengers: 238 Unresolved internal passengers outside critical tree: 36 Critical blocker tree: P227(34E/RIGHT/WAITING_FOR_SEAT_EVENT) P184(34J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P303(36J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P68(36H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P264(33E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P328(32G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P326(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P210(36I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P329(34I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P39(32E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P110(33I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P125(33D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P282(26I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P135(30D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P256(29F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P346(30J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P235(28J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P46(31F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P298(31J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P293(27E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P324(29H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P290(29J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P71(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P164(27H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P87(28I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P308(31E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P48(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P168(28F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P196(26H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P79(30E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P305(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P182(29I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P160(31H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P18(26F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 3173 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 35|36 Critical blocker unavailable yield tiles: 35 Critical blocker yield-tile occupants: 339 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 5 Waiting-row passengers with multiple blockers: 3 Yield-tile occupied failures: 3173 Rear-boundary failures: 5 Middle-bank reservation failures: 4 Active-event deferrals: 246 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[339]: P339(35E/RIGHT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P339->35E(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P339{seat=35E,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=35,directBlocker=-1,lastMoveTick=133,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 35|36 Current unavailable yield tiles: 35 Current yield-tile occupants: 339 Final row-event chain: 227|339 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 8 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3228\nPrecedence substitutions made: 0\nDependency chains followed: 3149\nBlocked by waiting-row occupant: 6160\nSubstituted events started: 0\nOccupied-space rejections: 16737\nMaximum scheduling-chain depth: 4\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 24 | standardDataset=293/353 (83.00%) | pacedZoneDataset=45/353 (12.75%) | seatedDelta=-248 | completionDelta=-70.25% | outsideDelta=+188 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | pacedZoneWorse=true | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | pacedZoneFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 19 PACED GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 21:51:02 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1983790101901 Scenario number: 25 Scenario seed: -1984087817750089137 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.47% Blocker-prone seat share (topology component): 60.19% Aisle-assignment balance: 98.15% OUTCOME ------- Status: SUCCESS Completed ticks: 1162 Passengers seated: 324/324 Average waiting ticks: 533.23 Longest waiting passenger: P320->24H(RIGHT) Longest waiting ticks: 1102 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2841 Maximum occupied tiles: 14 Seat events: 159 Single-blocker events: 43 Multiple-blocker events: 23 Temporary aisle reoccupations: 94 RIGHT AISLE ----------- Total moves: 2801 Maximum occupied tiles: 13 Seat events: 165 Single-blocker events: 34 Multiple-blocker events: 22 Temporary aisle reoccupations: 82 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 138 Reservations granted: 137 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7491 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8954 Total stationary ticks: 179279 Seat-event requests: 336 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 685 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 685 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 337\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 19 PACED GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 21:51:02 Experiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET Frozen architecture enabled: true Experiment seed: 1983790101901 Scenario number: 25 Scenario seed: -1984087817750089137 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET Row-zone concentration (diagnostic control): 27.47% Blocker-prone seat share (topology component): 60.19% Aisle-assignment balance: 98.15% OUTCOME ------- Status: SUCCESS Completed ticks: 1146 Passengers seated: 324/324 Average waiting ticks: 524.90 Longest waiting passenger: P54->5J(RIGHT) Longest waiting ticks: 1123 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 6 Selected release potential total: 5 Last cluster decision: RIGHT:tiles5-11:occupied=6:anchor=P255:selected=P28:directReleases=1:releasePotential=5 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 37 Regions dissolved: 1 Repeated reconstructions avoided: 37 Largest region lifetime: 38 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=38 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2841 Maximum occupied tiles: 20 Seat events: 159 Single-blocker events: 45 Multiple-blocker events: 23 Temporary aisle reoccupations: 94 RIGHT AISLE ----------- Total moves: 2801 Maximum occupied tiles: 19 Seat events: 165 Single-blocker events: 31 Multiple-blocker events: 23 Temporary aisle reoccupations: 82 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 141 Reservations granted: 137 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 13435 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 14600 Total stationary ticks: 182284 Seat-event requests: 334 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 624 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 1 Middle-bank reservation failures: 4 Active-event deferrals: 624 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 337\nPrecedence substitutions made: 14\nDependency chains followed: 17\nBlocked by waiting-row occupant: 17\nSubstituted events started: 17\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 25 | standardDataset=324/324 (100.00%) | pacedZoneDataset=324/324 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | pacedZoneWorse=false | standardFamily=COMPLETE_CABIN | pacedZoneFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 19 PACED GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 21:51:02 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1983790101901 Scenario number: 26 Scenario seed: 7357893226721307408 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.47% Blocker-prone seat share (topology component): 59.88% Aisle-assignment balance: 99.38% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2676 Passengers seated: 304/324 Average waiting ticks: 578.19 Longest waiting passenger: P160->19A(LEFT) Longest waiting ticks: 2653 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 23 Cluster candidates evaluated: 70 Executable cluster candidates: 1 Rejected cluster candidates: 69 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 20 Selected release potential total: 4 Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 1945 Regions dissolved: 3 Repeated reconstructions avoided: 1945 Largest region lifetime: 1915 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1915:occupied=20 Confirmation deferral ticks: 6 Regions reaching confirmation: 2 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1706 State changes reopening evaluation: 21 Region priority competitions: 2 Regions ranked: 4 Hierarchical selections: 2 Lower-priority evaluations deferred: 1 Highest selected priority score: 3315 Left/right priority wins: 1/1 Priority ties: 0 Last priority decision: LEFT:R2:score=3315 | RIGHT:R1:score=3310 | selected=LEFT LEFT AISLE ---------- Total moves: 2795 Maximum occupied tiles: 24 Seat events: 141 Single-blocker events: 37 Multiple-blocker events: 14 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 2787 Maximum occupied tiles: 12 Seat events: 163 Single-blocker events: 40 Multiple-blocker events: 23 Temporary aisle reoccupations: 91 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 222 Reservations granted: 222 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 14 Remaining waiting at row: 6 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 24164 Longest unresolved passenger ID: 88 Longest unresolved row: 36 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 12 Longest dependency chain: P31(25B/LEFT) -> P312(30E/LEFT) -> P85(35C/LEFT) -> P254(29E/LEFT) -> P2(36A/LEFT) -> P315(33B/LEFT) -> P48(32C/LEFT) -> P318(32D/LEFT) -> P215(31F/LEFT) -> P140(32E/LEFT) -> P322(35D/LEFT) -> P54(33F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 31 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 14 Total blocked ticks: 42128 Total stationary ticks: 216192 Seat-event requests: 2059 Failed seat-event starts: 1755 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 54 Critical blocker identity: P54->33F(LEFT) Direct fan-out: 1 Total indirect descendants: 11 Critical tree size including blocker: 12 Critical tree depth: 12 Frozen internal components: 6 Terminal WAITING_FOR_SEAT_EVENT nodes: 6 Unresolved internal passengers: 20 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 8 Critical blocker tree: P54(33F/LEFT/WAITING_FOR_SEAT_EVENT) P322(35D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P140(32E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P215(31F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P318(32D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P48(32C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P315(33B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P2(36A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P254(29E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P85(35C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P312(30E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P31(25B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1755 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 2 Critical blocker required yield tiles: 34|35 Critical blocker unavailable yield tiles: 34|35 Critical blocker yield-tile occupants: 76|133 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 3 Yield-tile occupied failures: 1755 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 1269 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 2 Trace length: 1 Yield-occupant trace: yieldOccupant[76]: P76(34B/LEFT/WAITING_AT_ROW@tile34) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[133]: P133(35G/LEFT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P133->35G(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: false Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: P76{seat=34B,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=34,directBlocker=-1,lastMoveTick=745,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} || P133{seat=35G,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=35,directBlocker=-1,lastMoveTick=744,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 34|35 Current unavailable yield tiles: 34|35 Current yield-tile occupants: 76|133 Final row-event chain: 54|76 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 6 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2058\nPrecedence substitutions made: 3\nDependency chains followed: 106\nBlocked by waiting-row occupant: 292\nSubstituted events started: 4\nOccupied-space rejections: 7325\nMaximum scheduling-chain depth: 4\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 19 PACED GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 21:51:02 Experiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET Frozen architecture enabled: true Experiment seed: 1983790101901 Scenario number: 26 Scenario seed: 7357893226721307408 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET Row-zone concentration (diagnostic control): 27.47% Blocker-prone seat share (topology component): 59.88% Aisle-assignment balance: 99.38% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2647 Passengers seated: 175/324 Average waiting ticks: 1243.06 Longest waiting passenger: P0->1A(LEFT) Longest waiting ticks: 2647 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 43 Cluster candidates evaluated: 129 Executable cluster candidates: 0 Rejected cluster candidates: 129 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 36 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2507 Regions dissolved: 0 Repeated reconstructions avoided: 2507 Largest region lifetime: 2508 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2508:occupied=36 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 2463 State changes reopening evaluation: 42 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1028 Maximum occupied tiles: 36 Seat events: 12 Single-blocker events: 5 Multiple-blocker events: 0 Temporary aisle reoccupations: 5 RIGHT AISLE ----------- Total moves: 2787 Maximum occupied tiles: 18 Seat events: 163 Single-blocker events: 37 Multiple-blocker events: 14 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 2582 Reservations granted: 2579 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 113 Remaining moving in aisle: 32 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 79726 Longest unresolved passenger ID: 0 Longest unresolved row: 1 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 33 Longest dependency chain: P215(31F/LEFT) -> P207(27B/LEFT) -> P316(30B/LEFT) -> P243(29C/LEFT) -> P161(31C/LEFT) -> P233(28B/LEFT) -> P7(29A/LEFT) -> P75(28A/LEFT) -> P4(27A/LEFT) -> P36(29D/LEFT) -> P98(26G/LEFT) -> P191(31D/LEFT) -> P197(26F/LEFT) -> P155(30D/LEFT) -> P73(31B/LEFT) -> P111(31A/LEFT) -> P305(26A/LEFT) -> P175(27C/LEFT) -> P209(28G/LEFT) -> P171(26B/LEFT) -> P255(27G/LEFT) -> P205(28E/LEFT) -> P252(30C/LEFT) -> P266(26D/LEFT) -> P288(32B/LEFT) -> P85(35C/LEFT) -> P2(36A/LEFT) -> P315(33B/LEFT) -> P48(32C/LEFT) -> P318(32D/LEFT) -> P140(32E/LEFT) -> P322(35D/LEFT) -> P54(33F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 215 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 32 Total blocked ticks: 97233 Total stationary ticks: 488776 Seat-event requests: 2688 Failed seat-event starts: 2513 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 54 Critical blocker identity: P54->33F(LEFT) Direct fan-out: 1 Total indirect descendants: 32 Critical tree size including blocker: 33 Critical tree depth: 33 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 36 Unresolved outside passengers: 113 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P54(33F/LEFT/WAITING_FOR_SEAT_EVENT) P322(35D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P140(32E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P318(32D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P48(32C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P315(33B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P2(36A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P85(35C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P288(32B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P266(26D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P252(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P205(28E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P255(27G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P171(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P209(28G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P175(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P305(26A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P111(31A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P73(31B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P155(30D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P197(26F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P191(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P98(26G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P36(29D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P4(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P75(28A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P7(29A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P233(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P161(31C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P243(29C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P316(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P207(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P215(31F/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 2511 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 34|35 Critical blocker unavailable yield tiles: 34|35 Critical blocker yield-tile occupants: 76|133 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 2 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 2511 Rear-boundary failures: 2 Middle-bank reservation failures: 3 Active-event deferrals: 270 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 2 Trace length: 1 Yield-occupant trace: yieldOccupant[76]: P76(34B/LEFT/WAITING_AT_ROW@tile34) -> [OPEN_CHAIN_TO_ROW_EVENT] || yieldOccupant[133]: P133(35G/LEFT/WAITING_AT_ROW@tile35) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P133->35G(LEFT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 2 All yield occupants in same frozen component: false Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P76{seat=34B,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=34,directBlocker=-1,lastMoveTick=137,reason=WAITING_FOR_SEAT_EVENT,prerequisite=YIELD_TILE_OCCUPIED} || P133{seat=35G,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=35,directBlocker=-1,lastMoveTick=136,reason=WAITING_FOR_SEAT_EVENT,prerequisite=YIELD_TILE_OCCUPIED} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 34|35 Current unavailable yield tiles: 34|35 Current yield-tile occupants: 76|133 Final row-event chain: 54|76 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 4 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2691\nPrecedence substitutions made: 2\nDependency chains followed: 2513\nBlocked by waiting-row occupant: 7532\nSubstituted events started: 2\nOccupied-space rejections: 17655\nMaximum scheduling-chain depth: 4\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 26 | standardDataset=304/324 (93.83%) | pacedZoneDataset=175/324 (54.01%) | seatedDelta=-129 | completionDelta=-39.81% | outsideDelta=+113 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | pacedZoneWorse=true | standardFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL | pacedZoneFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 19 PACED GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 21:51:02 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1983790101901 Scenario number: 27 Scenario seed: 9120591186050794345 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 26.85% Blocker-prone seat share (topology component): 60.19% Aisle-assignment balance: 96.91% OUTCOME ------- Status: SUCCESS Completed ticks: 1190 Passengers seated: 324/324 Average waiting ticks: 533.58 Longest waiting passenger: P204->22D(RIGHT) Longest waiting ticks: 1102 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 4 Executable cluster candidates: 2 Rejected cluster candidates: 2 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 6 Selected release potential total: 7 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 71 Regions dissolved: 3 Repeated reconstructions avoided: 71 Largest region lifetime: 42 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=17 Confirmation deferral ticks: 3 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2756 Maximum occupied tiles: 14 Seat events: 157 Single-blocker events: 46 Multiple-blocker events: 15 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2934 Maximum occupied tiles: 16 Seat events: 167 Single-blocker events: 43 Multiple-blocker events: 28 Temporary aisle reoccupations: 106 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 137 Reservations granted: 135 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7134 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8898 Total stationary ticks: 179145 Seat-event requests: 343 Failed seat-event starts: 19 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 808 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 19 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 808 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 343\nPrecedence substitutions made: 4\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 7\nOccupied-space rejections: 37\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 19 PACED GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 21:51:02 Experiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET Frozen architecture enabled: true Experiment seed: 1983790101901 Scenario number: 27 Scenario seed: 9120591186050794345 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET Row-zone concentration (diagnostic control): 26.85% Blocker-prone seat share (topology component): 60.19% Aisle-assignment balance: 96.91% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2656 Passengers seated: 321/324 Average waiting ticks: 542.59 Longest waiting passenger: P278->34B(LEFT) Longest waiting ticks: 2546 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 3 Cluster candidates evaluated: 6 Executable cluster candidates: 0 Rejected cluster candidates: 6 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 2509 Regions dissolved: 1 Repeated reconstructions avoided: 2509 Largest region lifetime: 2499 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2499:occupied=3 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1804 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2756 Maximum occupied tiles: 21 Seat events: 154 Single-blocker events: 44 Multiple-blocker events: 13 Temporary aisle reoccupations: 70 RIGHT AISLE ----------- Total moves: 2934 Maximum occupied tiles: 20 Seat events: 167 Single-blocker events: 43 Multiple-blocker events: 29 Temporary aisle reoccupations: 107 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 142 Reservations granted: 130 Reservations denied/waited: 12 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 13443 Longest unresolved passenger ID: 40 Longest unresolved row: 36 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 1 Longest dependency chain: P40(36A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 40 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 22086 Total stationary ticks: 188106 Seat-event requests: 2138 Failed seat-event starts: 1817 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 40 Critical blocker identity: P40->36A(LEFT) Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 1 Critical tree depth: 1 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P40(36A/LEFT/WAITING_FOR_SEAT_EVENT) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 2173 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1815 Rear-boundary failures: 2 Middle-bank reservation failures: 12 Active-event deferrals: 2173 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 37|38 Current unavailable yield tiles: 37|38 Current yield-tile occupants: -1|-1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2150\nPrecedence substitutions made: 10\nDependency chains followed: 1820\nBlocked by waiting-row occupant: 3628\nSubstituted events started: 12\nOccupied-space rejections: 7398\nMaximum scheduling-chain depth: 3\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 27 | standardDataset=324/324 (100.00%) | pacedZoneDataset=321/324 (99.07%) | seatedDelta=-3 | completionDelta=-0.93% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | pacedZoneWorse=true | standardFamily=COMPLETE_CABIN | pacedZoneFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 19 PACED GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 21:51:02 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1983790101901 Scenario number: 28 Scenario seed: -2821629856653972902 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.49% Blocker-prone seat share (topology component): 59.94% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 1210 Passengers seated: 342/342 Average waiting ticks: 571.43 Longest waiting passenger: P138->11F(LEFT) Longest waiting ticks: 1175 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 7 Regions dissolved: 1 Repeated reconstructions avoided: 7 Largest region lifetime: 8 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=8 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2821 Maximum occupied tiles: 12 Seat events: 171 Single-blocker events: 46 Multiple-blocker events: 21 Temporary aisle reoccupations: 91 RIGHT AISLE ----------- Total moves: 3134 Maximum occupied tiles: 13 Seat events: 171 Single-blocker events: 48 Multiple-blocker events: 23 Temporary aisle reoccupations: 98 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 157 Reservations granted: 149 Reservations denied/waited: 8 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7444 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9154 Total stationary ticks: 201829 Seat-event requests: 359 Failed seat-event starts: 17 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 842 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 17 Rear-boundary failures: 0 Middle-bank reservation failures: 8 Active-event deferrals: 842 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 367\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 19 PACED GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 21:51:02 Experiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET Frozen architecture enabled: true Experiment seed: 1983790101901 Scenario number: 28 Scenario seed: -2821629856653972902 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET Row-zone concentration (diagnostic control): 27.49% Blocker-prone seat share (topology component): 59.94% Aisle-assignment balance: 100.00% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2691 Passengers seated: 224/342 Average waiting ticks: 1023.18 Longest waiting passenger: P8->4D(RIGHT) Longest waiting ticks: 2691 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 46 Cluster candidates evaluated: 82 Executable cluster candidates: 0 Rejected cluster candidates: 82 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 34 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2476 Regions dissolved: 0 Repeated reconstructions avoided: 2476 Largest region lifetime: 2477 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2477:occupied=34 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 2285 State changes reopening evaluation: 45 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2821 Maximum occupied tiles: 19 Seat events: 171 Single-blocker events: 43 Multiple-blocker events: 14 Temporary aisle reoccupations: 71 RIGHT AISLE ----------- Total moves: 2110 Maximum occupied tiles: 34 Seat events: 53 Single-blocker events: 15 Multiple-blocker events: 5 Temporary aisle reoccupations: 25 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 2435 Reservations granted: 2433 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 84 Remaining moving in aisle: 31 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 70864 Longest unresolved passenger ID: 8 Longest unresolved row: 4 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 30 Longest dependency chain: P63(22F/RIGHT) -> P192(22I/RIGHT) -> P112(21I/RIGHT) -> P299(20H/RIGHT) -> P68(25G/RIGHT) -> P6(20I/RIGHT) -> P337(24H/RIGHT) -> P189(25H/RIGHT) -> P244(25J/RIGHT) -> P196(23H/RIGHT) -> P228(24I/RIGHT) -> P154(22H/RIGHT) -> P37(23D/RIGHT) -> P79(23I/RIGHT) -> P162(25I/RIGHT) -> P35(21J/RIGHT) -> P16(23G/RIGHT) -> P246(20J/RIGHT) -> P30(20G/RIGHT) -> P229(25E/RIGHT) -> P150(22J/RIGHT) -> P210(23F/RIGHT) -> P157(24J/RIGHT) -> P170(26F/RIGHT) -> P125(30J/RIGHT) -> P182(28F/RIGHT) -> P113(29F/RIGHT) -> P153(31I/RIGHT) -> P137(31F/RIGHT) -> P220(30D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 63 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 31 Total blocked ticks: 88732 Total stationary ticks: 429959 Seat-event requests: 2564 Failed seat-event starts: 2340 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 220 Critical blocker identity: P220->30D(RIGHT) Direct fan-out: 1 Total indirect descendants: 29 Critical tree size including blocker: 30 Critical tree depth: 30 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 34 Unresolved outside passengers: 84 Unresolved internal passengers outside critical tree: 4 Critical blocker tree: P220(30D/RIGHT/WAITING_FOR_SEAT_EVENT) P137(31F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P153(31I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P113(29F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P182(28F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P125(30J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P170(26F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P157(24J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P210(23F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P150(22J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P229(25E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P30(20G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P246(20J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P16(23G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P35(21J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P162(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P79(23I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P37(23D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P154(22H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P228(24I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P196(23H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P244(25J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P189(25H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P337(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P6(20I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P68(25G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P299(20H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P112(21I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P192(22I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P63(22F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 2304 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 31|32|33 Critical blocker unavailable yield tiles: 31|32|33 Critical blocker yield-tile occupants: 143|55|308 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 2304 Rear-boundary failures: 36 Middle-bank reservation failures: 2 Active-event deferrals: 564 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 3 Trace length: 3 Yield-occupant trace: yieldOccupant[143]: P143(31E/RIGHT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[55]: P55(35E/RIGHT/MOVING_IN_AISLE@tile32) -> P308(35G/RIGHT/MOVING_IN_AISLE@tile33) -> P43(34D/RIGHT/WAITING_AT_ROW@tile34) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[308]: P308(35G/RIGHT/MOVING_IN_AISLE@tile33) -> P43(34D/RIGHT/WAITING_AT_ROW@tile34) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P43->34D(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: false Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P143{seat=31E,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=325,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} || P55{seat=35E,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=32,directBlocker=308,lastMoveTick=205,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P308{seat=35G,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=33,directBlocker=43,lastMoveTick=204,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 31|32|33 Current unavailable yield tiles: 31|32|33 Current yield-tile occupants: 143|55|308 Final row-event chain: 220|143 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2566\nPrecedence substitutions made: 5\nDependency chains followed: 2296\nBlocked by waiting-row occupant: 2296\nSubstituted events started: 2\nOccupied-space rejections: 9230\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 28 | standardDataset=342/342 (100.00%) | pacedZoneDataset=224/342 (65.50%) | seatedDelta=-118 | completionDelta=-34.50% | outsideDelta=+84 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | pacedZoneWorse=true | standardFamily=COMPLETE_CABIN | pacedZoneFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 19 PACED GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 21:51:02 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1983790101901 Scenario number: 29 Scenario seed: -8902970659294133059 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.72% Blocker-prone seat share (topology component): 74.07% Aisle-assignment balance: 99.07% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2267 Passengers seated: 214/216 Average waiting ticks: 360.44 Longest waiting passenger: P141->29C(RIGHT) Longest waiting ticks: 2217 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1613 Maximum occupied tiles: 11 Seat events: 107 Single-blocker events: 28 Multiple-blocker events: 5 Temporary aisle reoccupations: 38 RIGHT AISLE ----------- Total moves: 1489 Maximum occupied tiles: 11 Seat events: 107 Single-blocker events: 30 Multiple-blocker events: 8 Temporary aisle reoccupations: 48 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1622 Reservations granted: 1620 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3953 Longest unresolved passenger ID: 161 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P161(30G/RIGHT) -> P141(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 161 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 7904 Total stationary ticks: 82668 Seat-event requests: 1726 Failed seat-event starts: 1512 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 141 Critical blocker identity: P141->29C(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P141(29C/RIGHT/WAITING_FOR_SEAT_EVENT) P161(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1509 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 3 Critical blocker required yield tiles: 30|31|32 Critical blocker unavailable yield tiles: 31|32 Critical blocker yield-tile occupants: -1|-1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 3 Rear-boundary failures: 1509 Middle-bank reservation failures: 2 Active-event deferrals: 480 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 30|31|32 Current unavailable yield tiles: 31|32 Current yield-tile occupants: -1|-1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1728\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 4\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 19 PACED GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 21:51:02 Experiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET Frozen architecture enabled: true Experiment seed: 1983790101901 Scenario number: 29 Scenario seed: -8902970659294133059 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET Row-zone concentration (diagnostic control): 34.72% Blocker-prone seat share (topology component): 74.07% Aisle-assignment balance: 99.07% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2252 Passengers seated: 214/216 Average waiting ticks: 354.57 Longest waiting passenger: P141->29C(RIGHT) Longest waiting ticks: 2179 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1613 Maximum occupied tiles: 17 Seat events: 107 Single-blocker events: 31 Multiple-blocker events: 8 Temporary aisle reoccupations: 47 RIGHT AISLE ----------- Total moves: 1489 Maximum occupied tiles: 16 Seat events: 107 Single-blocker events: 28 Multiple-blocker events: 5 Temporary aisle reoccupations: 39 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1779 Reservations granted: 1774 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7119 Longest unresolved passenger ID: 161 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P161(30G/RIGHT) -> P141(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 161 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 12021 Total stationary ticks: 85047 Seat-event requests: 1880 Failed seat-event starts: 1666 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 141 Critical blocker identity: P141->29C(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P141(29C/RIGHT/WAITING_FOR_SEAT_EVENT) P161(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1664 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 3 Critical blocker required yield tiles: 30|31|32 Critical blocker unavailable yield tiles: 31|32 Critical blocker yield-tile occupants: -1|-1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 2 Rear-boundary failures: 1664 Middle-bank reservation failures: 5 Active-event deferrals: 710 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 30|31|32 Current unavailable yield tiles: 31|32 Current yield-tile occupants: -1|-1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1885\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 7\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 29 | standardDataset=214/216 (99.07%) | pacedZoneDataset=214/216 (99.07%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | pacedZoneWorse=false | standardFamily=REAR_BOUNDARY_LOCK | pacedZoneFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 19 PACED GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 21:51:02 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 1983790101901 Scenario number: 30 Scenario seed: -5023925618204149312 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.47% Blocker-prone seat share (topology component): 60.49% Aisle-assignment balance: 95.68% OUTCOME ------- Status: SUCCESS Completed ticks: 1194 Passengers seated: 324/324 Average waiting ticks: 535.05 Longest waiting passenger: P321->25B(LEFT) Longest waiting ticks: 1142 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 7 Regions dissolved: 1 Repeated reconstructions avoided: 7 Largest region lifetime: 8 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=8 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2984 Maximum occupied tiles: 14 Seat events: 169 Single-blocker events: 60 Multiple-blocker events: 21 Temporary aisle reoccupations: 106 RIGHT AISLE ----------- Total moves: 2683 Maximum occupied tiles: 13 Seat events: 155 Single-blocker events: 52 Multiple-blocker events: 14 Temporary aisle reoccupations: 83 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 140 Reservations granted: 140 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7339 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8875 Total stationary ticks: 179701 Seat-event requests: 336 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 731 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 731 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 336\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 19 PACED GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 21:51:02 Experiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET Frozen architecture enabled: true Experiment seed: 1983790101901 Scenario number: 30 Scenario seed: -5023925618204149312 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET Row-zone concentration (diagnostic control): 27.47% Blocker-prone seat share (topology component): 60.49% Aisle-assignment balance: 95.68% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2576 Passengers seated: 169/324 Average waiting ticks: 1239.38 Longest waiting passenger: P0->12B(LEFT) Longest waiting ticks: 2576 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 29 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 32 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2433 Regions dissolved: 0 Repeated reconstructions avoided: 2433 Largest region lifetime: 2434 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2434:occupied=32 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 2403 State changes reopening evaluation: 28 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1017 Maximum occupied tiles: 34 Seat events: 14 Single-blocker events: 3 Multiple-blocker events: 3 Temporary aisle reoccupations: 9 RIGHT AISLE ----------- Total moves: 2683 Maximum occupied tiles: 20 Seat events: 155 Single-blocker events: 41 Multiple-blocker events: 9 Temporary aisle reoccupations: 60 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 2510 Reservations granted: 2503 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 121 Remaining moving in aisle: 31 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 75205 Longest unresolved passenger ID: 0 Longest unresolved row: 12 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 32 Longest dependency chain: P313(29A/LEFT) -> P183(26F/LEFT) -> P213(31F/LEFT) -> P121(27A/LEFT) -> P165(29B/LEFT) -> P92(30A/LEFT) -> P219(26E/LEFT) -> P239(30G/LEFT) -> P159(31D/LEFT) -> P314(27B/LEFT) -> P230(28B/LEFT) -> P19(27G/LEFT) -> P148(26G/LEFT) -> P70(27D/LEFT) -> P187(28G/LEFT) -> P144(31A/LEFT) -> P14(29G/LEFT) -> P125(29C/LEFT) -> P216(28A/LEFT) -> P238(30E/LEFT) -> P71(28F/LEFT) -> P167(31B/LEFT) -> P222(31C/LEFT) -> P237(26B/LEFT) -> P156(36B/LEFT) -> P20(34A/LEFT) -> P133(36D/LEFT) -> P15(35C/LEFT) -> P55(35A/LEFT) -> P205(36C/LEFT) -> P114(33B/LEFT) -> P294(32G/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 313 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 31 Total blocked ticks: 90216 Total stationary ticks: 483295 Seat-event requests: 2608 Failed seat-event starts: 2439 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 294 Critical blocker identity: P294->32G(LEFT) Direct fan-out: 1 Total indirect descendants: 31 Critical tree size including blocker: 32 Critical tree depth: 32 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 34 Unresolved outside passengers: 121 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P294(32G/LEFT/WAITING_FOR_SEAT_EVENT) P114(33B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P205(36C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P55(35A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P15(35C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P133(36D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P20(34A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P156(36B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P237(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P222(31C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P167(31B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P71(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P238(30E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P216(28A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P125(29C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P14(29G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P144(31A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P187(28G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P70(27D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P148(26G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P19(27G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P230(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P314(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P159(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P239(30G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P219(26E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P92(30A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P165(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P213(31F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P183(26F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P313(29A/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 2437 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 33|34|35 Critical blocker unavailable yield tiles: 35 Critical blocker yield-tile occupants: 54 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 2437 Rear-boundary failures: 2 Middle-bank reservation failures: 7 Active-event deferrals: 299 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[54]: P54(35F/LEFT/WAITING_AT_ROW@tile35) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P54->35F(LEFT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P54{seat=35F,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=35,directBlocker=-1,lastMoveTick=135,reason=WAITING_FOR_SEAT_EVENT,prerequisite=YIELD_TILE_OCCUPIED} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 33|34|35 Current unavailable yield tiles: 35 Current yield-tile occupants: 54 Final row-event chain: 294|54 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2616\nPrecedence substitutions made: 2\nDependency chains followed: 2438\nBlocked by waiting-row occupant: 4873\nSubstituted events started: 2\nOccupied-space rejections: 9743\nMaximum scheduling-chain depth: 3\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 30 | standardDataset=324/324 (100.00%) | pacedZoneDataset=169/324 (52.16%) | seatedDelta=-155 | completionDelta=-47.84% | outsideDelta=+121 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | pacedZoneWorse=true | standardFamily=COMPLETE_CABIN | pacedZoneFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ************************************************************ BATCH EXPERIMENT SUMMARY RESEARCH EXPERIMENT 19 PACED GEOGRAPHIC MICRO-BATCH ADMISSION ************************************************************ Experiment seed: 1983790101901 Scenarios executed: 60 Successful completions: 29 Incomplete/MAX_TICKS: 31 Average completed ticks: 1733.73 Average waiting ticks: 591.74 ************************************************************ ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 20 OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 22:59:03 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 1 Scenario seed: -4248938912819631269 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 98.72% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2327 Passengers seated: 221/235 Average waiting ticks: 455.32 Longest waiting passenger: P6->10H(RIGHT) Longest waiting ticks: 2327 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 3 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles25-27:occupied=3:anchor=P29:selected=P181:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 15 Regions dissolved: 1 Repeated reconstructions avoided: 15 Largest region lifetime: 16 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=16 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1708 Maximum occupied tiles: 13 Seat events: 116 Single-blocker events: 28 Multiple-blocker events: 19 Temporary aisle reoccupations: 71 RIGHT AISLE ----------- Total moves: 1555 Maximum occupied tiles: 12 Seat events: 105 Single-blocker events: 26 Multiple-blocker events: 9 Temporary aisle reoccupations: 48 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1717 Reservations granted: 1709 Reservations denied/waited: 8 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 8 Remaining moving in aisle: 3 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 5451 Longest unresolved passenger ID: 6 Longest unresolved row: 10 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P82(30E/RIGHT) -> P15(6G/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 82 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 15044 Total stationary ticks: 115476 Seat-event requests: 1820 Failed seat-event starts: 1599 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 15 Critical blocker identity: P15->6G(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 6 Unresolved outside passengers: 8 Unresolved internal passengers outside critical tree: 4 Critical blocker tree: P15(6G/RIGHT/WAITING_FOR_SEAT_EVENT) P82(30E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1599 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1599 Rear-boundary failures: 0 Middle-bank reservation failures: 8 Active-event deferrals: 519 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_SPACE_AVAILABLE Final snapshot prerequisite: YIELD_SPACE_AVAILABLE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: YIELD_SPACE_AVAILABLE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1828\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 4\nOccupied-space rejections: 1601\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 20 OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 22:59:03 Experiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 1 Scenario seed: -4248938912819631269 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 98.72% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2300 Passengers seated: 132/235 Average waiting ticks: 941.93 Longest waiting passenger: P0->3F(RIGHT) Longest waiting ticks: 2300 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 25 Cluster candidates evaluated: 25 Executable cluster candidates: 0 Rejected cluster candidates: 25 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 29 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2157 Regions dissolved: 0 Repeated reconstructions avoided: 2157 Largest region lifetime: 2158 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2158:occupied=29 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 2131 State changes reopening evaluation: 24 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1708 Maximum occupied tiles: 16 Seat events: 116 Single-blocker events: 33 Multiple-blocker events: 7 Temporary aisle reoccupations: 48 RIGHT AISLE ----------- Total moves: 816 Maximum occupied tiles: 29 Seat events: 16 Single-blocker events: 3 Multiple-blocker events: 2 Temporary aisle reoccupations: 8 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 2238 Reservations granted: 2237 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 74 Remaining moving in aisle: 27 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 58093 Longest unresolved passenger ID: 0 Longest unresolved row: 3 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 28 Longest dependency chain: P43(19C/RIGHT) -> P74(20E/RIGHT) -> P174(18H/RIGHT) -> P178(22H/RIGHT) -> P99(26E/RIGHT) -> P202(23G/RIGHT) -> P213(22D/RIGHT) -> P110(25C/RIGHT) -> P32(25G/RIGHT) -> P62(17E/RIGHT) -> P8(21H/RIGHT) -> P234(20H/RIGHT) -> P153(18F/RIGHT) -> P154(19H/RIGHT) -> P13(19D/RIGHT) -> P1(25H/RIGHT) -> P180(23H/RIGHT) -> P94(23D/RIGHT) -> P145(26H/RIGHT) -> P37(25F/RIGHT) -> P100(24H/RIGHT) -> P144(30G/RIGHT) -> P82(30E/RIGHT) -> P93(27H/RIGHT) -> P90(29H/RIGHT) -> P186(28G/RIGHT) -> P149(29G/RIGHT) -> P39(28D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 43 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 27 Total blocked ticks: 67705 Total stationary ticks: 283815 Seat-event requests: 2301 Failed seat-event starts: 2169 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 39 Critical blocker identity: P39->28D(RIGHT) Direct fan-out: 1 Total indirect descendants: 27 Critical tree size including blocker: 28 Critical tree depth: 28 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 29 Unresolved outside passengers: 74 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P39(28D/RIGHT/WAITING_FOR_SEAT_EVENT) P149(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P186(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P90(29H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P93(27H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P82(30E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P144(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P100(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P37(25F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P145(26H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P94(23D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P180(23H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P1(25H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P13(19D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P154(19H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P153(18F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P234(20H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P8(21H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P62(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P32(25G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P110(25C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P213(22D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P202(23G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P99(26E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P178(22H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P174(18H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P74(20E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P43(19C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 2169 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 29|30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 35 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 2169 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 225 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[35]: P35(30C/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P35->30C(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P35{seat=30C,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=106,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 29|30 Current unavailable yield tiles: 30 Current yield-tile occupants: 35 Final row-event chain: 39|35 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2303\nPrecedence substitutions made: 1\nDependency chains followed: 2171\nBlocked by waiting-row occupant: 2171\nSubstituted events started: 0\nOccupied-space rejections: 2171\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 01 | standardDataset=221/235 (94.04%) | overlapZoneDataset=132/235 (56.17%) | seatedDelta=-89 | completionDelta=-37.87% | outsideDelta=+66 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | overlapZoneWorse=true | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | overlapZoneFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 20 OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 22:59:03 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 2 Scenario seed: 2182383722134259186 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 75.46% Aisle-assignment balance: 97.22% OUTCOME ------- Status: SUCCESS Completed ticks: 784 Passengers seated: 216/216 Average waiting ticks: 350.50 Longest waiting passenger: P151->14E(LEFT) Longest waiting ticks: 733 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 39 Regions dissolved: 2 Repeated reconstructions avoided: 39 Largest region lifetime: 33 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=33 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1653 Maximum occupied tiles: 15 Seat events: 111 Single-blocker events: 23 Multiple-blocker events: 10 Temporary aisle reoccupations: 48 RIGHT AISLE ----------- Total moves: 1511 Maximum occupied tiles: 11 Seat events: 105 Single-blocker events: 27 Multiple-blocker events: 4 Temporary aisle reoccupations: 36 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 117 Reservations granted: 114 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3806 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4946 Total stationary ticks: 78953 Seat-event requests: 222 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 568 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 568 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 225\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 20 OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 22:59:03 Experiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 2 Scenario seed: 2182383722134259186 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 75.46% Aisle-assignment balance: 97.22% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2222 Passengers seated: 136/216 Average waiting ticks: 752.63 Longest waiting passenger: P5->11E(LEFT) Longest waiting ticks: 2222 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 30 Cluster candidates evaluated: 58 Executable cluster candidates: 0 Rejected cluster candidates: 58 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 29 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2043 Regions dissolved: 0 Repeated reconstructions avoided: 2043 Largest region lifetime: 2044 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2044:occupied=29 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1961 State changes reopening evaluation: 29 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1148 Maximum occupied tiles: 29 Seat events: 31 Single-blocker events: 6 Multiple-blocker events: 0 Temporary aisle reoccupations: 6 RIGHT AISLE ----------- Total moves: 1511 Maximum occupied tiles: 17 Seat events: 105 Single-blocker events: 25 Multiple-blocker events: 2 Temporary aisle reoccupations: 30 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 2062 Reservations granted: 2057 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 2 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 51 Remaining moving in aisle: 26 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 51303 Longest unresolved passenger ID: 5 Longest unresolved row: 11 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 26 Longest dependency chain: P51(20C/LEFT) -> P45(15F/LEFT) -> P17(15B/LEFT) -> P129(15A/LEFT) -> P203(14A/LEFT) -> P15(16D/LEFT) -> P180(16B/LEFT) -> P0(17B/LEFT) -> P204(17A/LEFT) -> P72(20D/LEFT) -> P52(19C/LEFT) -> P202(19F/LEFT) -> P146(17E/LEFT) -> P152(21B/LEFT) -> P73(18B/LEFT) -> P127(19A/LEFT) -> P189(20E/LEFT) -> P71(21D/LEFT) -> P143(21E/LEFT) -> P53(25B/LEFT) -> P4(22A/LEFT) -> P11(25C/LEFT) -> P201(26F/LEFT) -> P141(25D/LEFT) -> P118(26A/LEFT) -> P159(26D/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 51 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 26 Total blocked ticks: 63271 Total stationary ticks: 218794 Seat-event requests: 2134 Failed seat-event starts: 1998 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 159 Critical blocker identity: P159->26D(LEFT) Direct fan-out: 1 Total indirect descendants: 25 Critical tree size including blocker: 26 Critical tree depth: 26 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 29 Unresolved outside passengers: 51 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P159(26D/LEFT/WAITING_FOR_SEAT_EVENT) P118(26A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P141(25D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P201(26F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P11(25C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P4(22A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P53(25B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P143(21E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P71(21D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P189(20E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P127(19A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P73(18B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P152(21B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P146(17E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P202(19F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P52(19C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P72(20D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P204(17A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P0(17B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P180(16B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P15(16D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P203(14A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P129(15A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P17(15B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P45(15F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P51(20C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1996 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 27 Critical blocker unavailable yield tiles: 27 Critical blocker yield-tile occupants: 24 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 2 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1996 Rear-boundary failures: 2 Middle-bank reservation failures: 5 Active-event deferrals: 364 Simultaneous arbitration losses: 2 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[24]: P24(28F/LEFT/MOVING_IN_AISLE@tile27) -> P174(28A/LEFT/WAITING_AT_ROW@tile28) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P174->28A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P24{seat=28F,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=27,directBlocker=174,lastMoveTick=175,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 27 Current unavailable yield tiles: 27 Current yield-tile occupants: 24 Final row-event chain: 159|24|174 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2141\nPrecedence substitutions made: 1\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 3\nOccupied-space rejections: 2024\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 02 | standardDataset=216/216 (100.00%) | overlapZoneDataset=136/216 (62.96%) | seatedDelta=-80 | completionDelta=-37.04% | outsideDelta=+51 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | overlapZoneWorse=true | standardFamily=COMPLETE_CABIN | overlapZoneFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 20 OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 22:59:03 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 3 Scenario seed: -1064509833421198483 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.78% Blocker-prone seat share (topology component): 60.46% Aisle-assignment balance: 90.85% OUTCOME ------- Status: SUCCESS Completed ticks: 1221 Passengers seated: 306/306 Average waiting ticks: 527.75 Longest waiting passenger: P261->32E(LEFT) Longest waiting ticks: 1159 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: LEFT:tiles19-21:occupied=3:anchor=P59:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 9 Regions dissolved: 1 Repeated reconstructions avoided: 9 Largest region lifetime: 10 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=10 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2940 Maximum occupied tiles: 13 Seat events: 167 Single-blocker events: 44 Multiple-blocker events: 18 Temporary aisle reoccupations: 83 RIGHT AISLE ----------- Total moves: 2427 Maximum occupied tiles: 14 Seat events: 139 Single-blocker events: 36 Multiple-blocker events: 10 Temporary aisle reoccupations: 56 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 125 Reservations granted: 123 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6313 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8018 Total stationary ticks: 166969 Seat-event requests: 316 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 875 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 875 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 318\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 20 OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 22:59:03 Experiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 3 Scenario seed: -1064509833421198483 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET Row-zone concentration (diagnostic control): 27.78% Blocker-prone seat share (topology component): 60.46% Aisle-assignment balance: 90.85% OUTCOME ------- Status: SUCCESS Completed ticks: 1184 Passengers seated: 306/306 Average waiting ticks: 517.75 Longest waiting passenger: P205->3F(LEFT) Longest waiting ticks: 1174 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: LEFT:tiles7-9:occupied=3:anchor=P44:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 15 Regions dissolved: 1 Repeated reconstructions avoided: 15 Largest region lifetime: 16 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=16 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2940 Maximum occupied tiles: 18 Seat events: 167 Single-blocker events: 46 Multiple-blocker events: 20 Temporary aisle reoccupations: 89 RIGHT AISLE ----------- Total moves: 2427 Maximum occupied tiles: 19 Seat events: 139 Single-blocker events: 36 Multiple-blocker events: 7 Temporary aisle reoccupations: 50 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 132 Reservations granted: 119 Reservations denied/waited: 13 Simultaneous opposite-aisle conflicts: 2 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 11687 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 12739 Total stationary ticks: 168967 Seat-event requests: 311 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 584 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 13 Active-event deferrals: 584 Simultaneous arbitration losses: 2 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 325\nPrecedence substitutions made: 9\nDependency chains followed: 9\nBlocked by waiting-row occupant: 9\nSubstituted events started: 11\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 03 | standardDataset=306/306 (100.00%) | overlapZoneDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=2 | convertedToSuccess=false | overlapZoneWorse=false | standardFamily=COMPLETE_CABIN | overlapZoneFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 20 OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 22:59:03 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 4 Scenario seed: 7274058025060234938 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.77% Blocker-prone seat share (topology component): 75.88% Aisle-assignment balance: 93.86% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2365 Passengers seated: 226/228 Average waiting ticks: 398.28 Longest waiting passenger: P227->28F(LEFT) Longest waiting ticks: 2283 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 17 Regions dissolved: 1 Repeated reconstructions avoided: 17 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=18 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1789 Maximum occupied tiles: 14 Seat events: 119 Single-blocker events: 33 Multiple-blocker events: 12 Temporary aisle reoccupations: 59 RIGHT AISLE ----------- Total moves: 1509 Maximum occupied tiles: 10 Seat events: 107 Single-blocker events: 23 Multiple-blocker events: 10 Temporary aisle reoccupations: 44 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1622 Reservations granted: 1622 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4118 Longest unresolved passenger ID: 146 Longest unresolved row: 30 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 1 Longest dependency chain: P146(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 146 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8146 Total stationary ticks: 94195 Seat-event requests: 1739 Failed seat-event starts: 1513 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 146 Critical blocker identity: P146->30F(LEFT) Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 1 Critical tree depth: 1 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P146(30F/LEFT/WAITING_FOR_SEAT_EVENT) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1513 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1513 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 538 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 31|32|33 Current unavailable yield tiles: 31|32|33 Current yield-tile occupants: -1|-1|-1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1739\nPrecedence substitutions made: 2\nDependency chains followed: 1509\nBlocked by waiting-row occupant: 1509\nSubstituted events started: 2\nOccupied-space rejections: 1514\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 20 OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 22:59:03 Experiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 4 Scenario seed: 7274058025060234938 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET Row-zone concentration (diagnostic control): 33.77% Blocker-prone seat share (topology component): 75.88% Aisle-assignment balance: 93.86% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2191 Passengers seated: 106/228 Average waiting ticks: 985.18 Longest waiting passenger: P0->15A(LEFT) Longest waiting ticks: 2191 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 37 Cluster candidates evaluated: 36 Executable cluster candidates: 0 Rejected cluster candidates: 36 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 29 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:result=LOWER_HIERARCHICAL_PRIORITY_DEFERRED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 4170 Regions dissolved: 0 Repeated reconstructions avoided: 4170 Largest region lifetime: 2095 Maximum simultaneous active regions: 2 Regions active at termination: 2 Last lifecycle event: UPDATE:R2:age=2077:occupied=12 Confirmation deferral ticks: 3 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 2043 State changes reopening evaluation: 35 Region priority competitions: 1736 Regions ranked: 3472 Hierarchical selections: 1736 Lower-priority evaluations deferred: 1650 Highest selected priority score: 32010 Left/right priority wins: 1736/0 Priority ties: 0 Last priority decision: LEFT:R1:score=32010 | RIGHT:R2:score=13310 | selected=LEFT LEFT AISLE ---------- Total moves: 690 Maximum occupied tiles: 29 Seat events: 11 Single-blocker events: 3 Multiple-blocker events: 0 Temporary aisle reoccupations: 3 RIGHT AISLE ----------- Total moves: 1490 Maximum occupied tiles: 21 Seat events: 95 Single-blocker events: 20 Multiple-blocker events: 3 Temporary aisle reoccupations: 26 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 86 Reservations granted: 86 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 81 Remaining moving in aisle: 36 Remaining waiting at row: 5 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 73647 Longest unresolved passenger ID: 0 Longest unresolved row: 15 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 27 Longest dependency chain: P9(21E/LEFT) -> P148(19B/LEFT) -> P220(20C/LEFT) -> P192(20F/LEFT) -> P86(18B/LEFT) -> P216(19C/LEFT) -> P88(26D/LEFT) -> P226(24C/LEFT) -> P57(23F/LEFT) -> P105(24A/LEFT) -> P185(25B/LEFT) -> P48(22B/LEFT) -> P158(26C/LEFT) -> P164(23A/LEFT) -> P91(25A/LEFT) -> P169(24B/LEFT) -> P193(26E/LEFT) -> P31(24F/LEFT) -> P227(28F/LEFT) -> P146(30F/LEFT) -> P218(29B/LEFT) -> P110(28B/LEFT) -> P130(25E/LEFT) -> P219(26A/LEFT) -> P150(26B/LEFT) -> P145(27C/LEFT) -> P125(27A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 9 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 36 Total blocked ticks: 87300 Total stationary ticks: 301010 Seat-event requests: 3845 Failed seat-event starts: 3739 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 125 Critical blocker identity: P125->27A(LEFT) Direct fan-out: 1 Total indirect descendants: 26 Critical tree size including blocker: 27 Critical tree depth: 27 Frozen internal components: 5 Terminal WAITING_FOR_SEAT_EVENT nodes: 5 Unresolved internal passengers: 41 Unresolved outside passengers: 81 Unresolved internal passengers outside critical tree: 14 Critical blocker tree: P125(27A/LEFT/WAITING_FOR_SEAT_EVENT) P145(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P150(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P219(26A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P130(25E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P110(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P218(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P146(30F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P227(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P31(24F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P193(26E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P169(24B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P91(25A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P164(23A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P158(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P48(22B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P185(25B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P105(24A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P57(23F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(24C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P88(26D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P216(19C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P86(18B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P192(20F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P220(20C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P148(19B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P9(21E/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 3705 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 28 Critical blocker unavailable yield tiles: 28 Critical blocker yield-tile occupants: 222 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 3 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 3705 Rear-boundary failures: 34 Middle-bank reservation failures: 0 Active-event deferrals: 1096 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[222]: P222(29A/LEFT/MOVING_IN_AISLE@tile28) -> P100(29F/LEFT/WAITING_AT_ROW@tile29) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P100->29F(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P222{seat=29A,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=28,directBlocker=100,lastMoveTick=96,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 28 Current unavailable yield tiles: 28 Current yield-tile occupants: 222 Final row-event chain: 125|222|100 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 5 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3845\nPrecedence substitutions made: 0\nDependency chains followed: 1624\nBlocked by waiting-row occupant: 1624\nSubstituted events started: 0\nOccupied-space rejections: 8651\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 04 | standardDataset=226/228 (99.12%) | overlapZoneDataset=106/228 (46.49%) | seatedDelta=-120 | completionDelta=-52.63% | outsideDelta=+81 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | overlapZoneWorse=true | standardFamily=REAR_BOUNDARY_LOCK | overlapZoneFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 20 OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 22:59:03 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 5 Scenario seed: -6917015326788615388 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 245 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.43% Blocker-prone seat share (topology component): 65.71% Aisle-assignment balance: 94.69% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2418 Passengers seated: 239/245 Average waiting ticks: 410.04 Longest waiting passenger: P89->32A(LEFT) Longest waiting ticks: 2351 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 3 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 6 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1803 Regions dissolved: 0 Repeated reconstructions avoided: 1803 Largest region lifetime: 1804 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1804:occupied=6 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1677 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1777 Maximum occupied tiles: 14 Seat events: 110 Single-blocker events: 30 Multiple-blocker events: 10 Temporary aisle reoccupations: 50 RIGHT AISLE ----------- Total moves: 2014 Maximum occupied tiles: 12 Seat events: 129 Single-blocker events: 29 Multiple-blocker events: 9 Temporary aisle reoccupations: 47 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 84 Reservations granted: 84 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 5 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 9039 Longest unresolved passenger ID: 50 Longest unresolved row: 32 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 6 Longest dependency chain: P153(29A/LEFT) -> P175(30B/LEFT) -> P210(30C/LEFT) -> P107(32E/LEFT) -> P50(32D/LEFT) -> P89(32A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 153 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 5 Total blocked ticks: 15892 Total stationary ticks: 112835 Seat-event requests: 1931 Failed seat-event starts: 1692 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 89 Critical blocker identity: P89->32A(LEFT) Direct fan-out: 1 Total indirect descendants: 5 Critical tree size including blocker: 6 Critical tree depth: 6 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 6 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P89(32A/LEFT/WAITING_FOR_SEAT_EVENT) P50(32D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P107(32E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P210(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P175(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P153(29A/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1687 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 1 Critical blocker required yield tiles: 33 Critical blocker unavailable yield tiles: 33 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 1687 Middle-bank reservation failures: 0 Active-event deferrals: 579 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 1 Current required yield tiles: 33 Current unavailable yield tiles: 33 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1931\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 20 OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 22:59:03 Experiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 5 Scenario seed: -6917015326788615388 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 245 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET Row-zone concentration (diagnostic control): 31.43% Blocker-prone seat share (topology component): 65.71% Aisle-assignment balance: 94.69% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2380 Passengers seated: 241/245 Average waiting ticks: 428.63 Longest waiting passenger: P141->29E(RIGHT) Longest waiting ticks: 2296 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 3 Cluster candidates evaluated: 9 Executable cluster candidates: 0 Rejected cluster candidates: 9 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 5 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2193 Regions dissolved: 0 Repeated reconstructions avoided: 2193 Largest region lifetime: 2194 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2194:occupied=4 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1669 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1785 Maximum occupied tiles: 17 Seat events: 116 Single-blocker events: 32 Multiple-blocker events: 11 Temporary aisle reoccupations: 54 RIGHT AISLE ----------- Total moves: 2014 Maximum occupied tiles: 19 Seat events: 125 Single-blocker events: 27 Multiple-blocker events: 8 Temporary aisle reoccupations: 43 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1758 Reservations granted: 1757 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 9379 Longest unresolved passenger ID: 204 Longest unresolved row: 32 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 1 Longest dependency chain: P86(31D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 86 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 17893 Total stationary ticks: 112374 Seat-event requests: 1920 Failed seat-event starts: 1679 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 86 Critical blocker identity: P86->31D(RIGHT) Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 1 Critical tree depth: 1 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 4 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P86(31D/RIGHT/WAITING_FOR_SEAT_EVENT) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 2163 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 2 Critical blocker required yield tiles: 32|33 Critical blocker unavailable yield tiles: 32|33 Critical blocker yield-tile occupants: 204|-1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 3 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1677 Rear-boundary failures: 2 Middle-bank reservation failures: 1 Active-event deferrals: 2163 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[204]: P204(32H/RIGHT/WAITING_AT_ROW@tile32) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P204->32H(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: P204{seat=32H,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=32,directBlocker=-1,lastMoveTick=167,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 32|33 Current unavailable yield tiles: 32|33 Current yield-tile occupants: 204|-1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 4 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1922\nPrecedence substitutions made: 5\nDependency chains followed: 1683\nBlocked by waiting-row occupant: 5034\nSubstituted events started: 4\nOccupied-space rejections: 11954\nMaximum scheduling-chain depth: 4\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 05 | standardDataset=239/245 (97.55%) | overlapZoneDataset=241/245 (98.37%) | seatedDelta=+2 | completionDelta=+0.82% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | overlapZoneWorse=false | standardFamily=REAR_BOUNDARY_LOCK | overlapZoneFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 20 OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 22:59:03 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 6 Scenario seed: -6052676718379281108 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.09% Blocker-prone seat share (topology component): 61.42% Aisle-assignment balance: 98.15% OUTCOME ------- Status: SUCCESS Completed ticks: 1176 Passengers seated: 324/324 Average waiting ticks: 531.73 Longest waiting passenger: P170->33I(RIGHT) Longest waiting ticks: 1101 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R2:age=2:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 32 Regions dissolved: 2 Repeated reconstructions avoided: 32 Largest region lifetime: 19 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=19 Confirmation deferral ticks: 3 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2704 Maximum occupied tiles: 15 Seat events: 159 Single-blocker events: 38 Multiple-blocker events: 16 Temporary aisle reoccupations: 75 RIGHT AISLE ----------- Total moves: 2998 Maximum occupied tiles: 16 Seat events: 165 Single-blocker events: 54 Multiple-blocker events: 18 Temporary aisle reoccupations: 93 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 145 Reservations granted: 142 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7449 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9042 Total stationary ticks: 178799 Seat-event requests: 340 Failed seat-event starts: 16 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 755 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 16 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 755 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 343\nPrecedence substitutions made: 9\nDependency chains followed: 11\nBlocked by waiting-row occupant: 11\nSubstituted events started: 10\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 20 OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 22:59:03 Experiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 6 Scenario seed: -6052676718379281108 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET Row-zone concentration (diagnostic control): 28.09% Blocker-prone seat share (topology component): 61.42% Aisle-assignment balance: 98.15% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2624 Passengers seated: 319/324 Average waiting ticks: 544.80 Longest waiting passenger: P119->31D(RIGHT) Longest waiting ticks: 2523 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 6 Executable cluster candidates: 1 Rejected cluster candidates: 5 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 2 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 2425 Regions dissolved: 2 Repeated reconstructions avoided: 2425 Largest region lifetime: 2405 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2405:occupied=5 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1726 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2704 Maximum occupied tiles: 20 Seat events: 159 Single-blocker events: 36 Multiple-blocker events: 15 Temporary aisle reoccupations: 70 RIGHT AISLE ----------- Total moves: 2996 Maximum occupied tiles: 21 Seat events: 160 Single-blocker events: 53 Multiple-blocker events: 18 Temporary aisle reoccupations: 91 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1841 Reservations granted: 1839 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 12958 Longest unresolved passenger ID: 122 Longest unresolved row: 36 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P122(36H/RIGHT) -> P95(35F/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 122 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 26079 Total stationary ticks: 190677 Seat-event requests: 2083 Failed seat-event starts: 1764 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 95 Critical blocker identity: P95->35F(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P95(35F/RIGHT/WAITING_FOR_SEAT_EVENT) P122(36H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 2732 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 1 Critical blocker required yield tiles: 36 Critical blocker unavailable yield tiles: 36 Critical blocker yield-tile occupants: 13 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 2 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1763 Rear-boundary failures: 1 Middle-bank reservation failures: 2 Active-event deferrals: 2732 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[13]: P13(36E/RIGHT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P13->36E(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: P13{seat=36E,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=148,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 36 Current unavailable yield tiles: 36 Current yield-tile occupants: 13 Final row-event chain: 95|13 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 4 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2084\nPrecedence substitutions made: 9\nDependency chains followed: 1718\nBlocked by waiting-row occupant: 1719\nSubstituted events started: 10\nOccupied-space rejections: 6947\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 06 | standardDataset=324/324 (100.00%) | overlapZoneDataset=319/324 (98.46%) | seatedDelta=-5 | completionDelta=-1.54% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | overlapZoneWorse=true | standardFamily=COMPLETE_CABIN | overlapZoneFamily=LINKED_ROW_EVENT_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 20 OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 22:59:03 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 7 Scenario seed: -4884639050347842300 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.39% Blocker-prone seat share (topology component): 67.15% Aisle-assignment balance: 95.62% OUTCOME ------- Status: SUCCESS Completed ticks: 1030 Passengers seated: 274/274 Average waiting ticks: 463.15 Longest waiting passenger: P183->19E(RIGHT) Longest waiting ticks: 980 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles21-23:occupied=3:anchor=P164:selected=P134:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2017 Maximum occupied tiles: 14 Seat events: 131 Single-blocker events: 38 Multiple-blocker events: 12 Temporary aisle reoccupations: 62 RIGHT AISLE ----------- Total moves: 2235 Maximum occupied tiles: 10 Seat events: 143 Single-blocker events: 48 Multiple-blocker events: 14 Temporary aisle reoccupations: 76 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 98 Reservations granted: 98 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4791 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5929 Total stationary ticks: 130757 Seat-event requests: 286 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 595 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 595 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 285\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 20 OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 22:59:03 Experiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 7 Scenario seed: -4884639050347842300 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET Row-zone concentration (diagnostic control): 31.39% Blocker-prone seat share (topology component): 67.15% Aisle-assignment balance: 95.62% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2499 Passengers seated: 159/274 Average waiting ticks: 1039.82 Longest waiting passenger: P0->10C(LEFT) Longest waiting ticks: 2499 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 40 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 31 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2392 Regions dissolved: 0 Repeated reconstructions avoided: 2392 Largest region lifetime: 2393 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2393:occupied=31 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 2316 State changes reopening evaluation: 39 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 903 Maximum occupied tiles: 31 Seat events: 16 Single-blocker events: 2 Multiple-blocker events: 0 Temporary aisle reoccupations: 2 RIGHT AISLE ----------- Total moves: 2235 Maximum occupied tiles: 18 Seat events: 143 Single-blocker events: 42 Multiple-blocker events: 13 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 57 Reservations granted: 57 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 84 Remaining moving in aisle: 30 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 70072 Longest unresolved passenger ID: 0 Longest unresolved row: 10 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 31 Longest dependency chain: P26(18C/LEFT) -> P2(18A/LEFT) -> P130(21C/LEFT) -> P108(21A/LEFT) -> P222(23C/LEFT) -> P87(24F/LEFT) -> P107(28E/LEFT) -> P97(25C/LEFT) -> P176(22F/LEFT) -> P264(18D/LEFT) -> P265(23E/LEFT) -> P156(21B/LEFT) -> P18(23A/LEFT) -> P151(18B/LEFT) -> P66(28A/LEFT) -> P206(25B/LEFT) -> P39(25E/LEFT) -> P249(27B/LEFT) -> P169(24E/LEFT) -> P77(24B/LEFT) -> P221(25A/LEFT) -> P269(27A/LEFT) -> P81(28B/LEFT) -> P209(27D/LEFT) -> P82(27C/LEFT) -> P267(30A/LEFT) -> P202(29A/LEFT) -> P214(29C/LEFT) -> P157(30B/LEFT) -> P99(32C/LEFT) -> P89(31A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 26 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 30 Total blocked ticks: 78752 Total stationary ticks: 360207 Seat-event requests: 2522 Failed seat-event starts: 2363 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 89 Critical blocker identity: P89->31A(LEFT) Direct fan-out: 1 Total indirect descendants: 30 Critical tree size including blocker: 31 Critical tree depth: 31 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 31 Unresolved outside passengers: 84 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P89(31A/LEFT/WAITING_FOR_SEAT_EVENT) P99(32C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P157(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P214(29C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P202(29A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P267(30A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P82(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P209(27D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P81(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P269(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P221(25A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P77(24B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P169(24E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P249(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P39(25E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P206(25B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P66(28A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P151(18B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P18(23A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P156(21B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P265(23E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P264(18D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P176(22F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P97(25C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P107(28E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P87(24F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P222(23C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P108(21A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P130(21C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P2(18A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P26(18C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 2361 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 32|33 Critical blocker unavailable yield tiles: 33 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 2 Rear-boundary failures: 2361 Middle-bank reservation failures: 0 Active-event deferrals: 272 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 32|33 Current unavailable yield tiles: 33 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2522\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 2\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 07 | standardDataset=274/274 (100.00%) | overlapZoneDataset=159/274 (58.03%) | seatedDelta=-115 | completionDelta=-41.97% | outsideDelta=+84 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | overlapZoneWorse=true | standardFamily=COMPLETE_CABIN | overlapZoneFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 20 OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 22:59:03 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 8 Scenario seed: 5987859498965562411 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.77% Blocker-prone seat share (topology component): 76.56% Aisle-assignment balance: 93.75% OUTCOME ------- Status: SUCCESS Completed ticks: 722 Passengers seated: 192/192 Average waiting ticks: 309.84 Longest waiting passenger: P6->4H(RIGHT) Longest waiting ticks: 667 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1286 Maximum occupied tiles: 12 Seat events: 90 Single-blocker events: 17 Multiple-blocker events: 6 Temporary aisle reoccupations: 30 RIGHT AISLE ----------- Total moves: 1496 Maximum occupied tiles: 11 Seat events: 102 Single-blocker events: 22 Multiple-blocker events: 7 Temporary aisle reoccupations: 37 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 99 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3347 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4372 Total stationary ticks: 62355 Seat-event requests: 198 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 512 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 512 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 198\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 20 OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 22:59:03 Experiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 8 Scenario seed: 5987859498965562411 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET Row-zone concentration (diagnostic control): 31.77% Blocker-prone seat share (topology component): 76.56% Aisle-assignment balance: 93.75% OUTCOME ------- Status: SUCCESS Completed ticks: 710 Passengers seated: 192/192 Average waiting ticks: 302.59 Longest waiting passenger: P6->4H(RIGHT) Longest waiting ticks: 699 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1286 Maximum occupied tiles: 16 Seat events: 90 Single-blocker events: 17 Multiple-blocker events: 3 Temporary aisle reoccupations: 24 RIGHT AISLE ----------- Total moves: 1496 Maximum occupied tiles: 17 Seat events: 102 Single-blocker events: 24 Multiple-blocker events: 9 Temporary aisle reoccupations: 43 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 108 Reservations granted: 94 Reservations denied/waited: 14 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6441 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7186 Total stationary ticks: 63908 Seat-event requests: 194 Failed seat-event starts: 2 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 378 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 2 Rear-boundary failures: 0 Middle-bank reservation failures: 14 Active-event deferrals: 378 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 209\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 3\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 08 | standardDataset=192/192 (100.00%) | overlapZoneDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | overlapZoneWorse=false | standardFamily=COMPLETE_CABIN | overlapZoneFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 20 OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 22:59:03 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 9 Scenario seed: 7140648722707885309 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.26% Blocker-prone seat share (topology component): 73.15% Aisle-assignment balance: 95.37% OUTCOME ------- Status: SUCCESS Completed ticks: 808 Passengers seated: 216/216 Average waiting ticks: 349.20 Longest waiting passenger: P151->29F(LEFT) Longest waiting ticks: 737 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 51 Regions dissolved: 2 Repeated reconstructions avoided: 51 Largest region lifetime: 35 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1614 Maximum occupied tiles: 12 Seat events: 113 Single-blocker events: 26 Multiple-blocker events: 8 Temporary aisle reoccupations: 46 RIGHT AISLE ----------- Total moves: 1539 Maximum occupied tiles: 12 Seat events: 103 Single-blocker events: 22 Multiple-blocker events: 9 Temporary aisle reoccupations: 42 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 119 Reservations granted: 119 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4087 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5106 Total stationary ticks: 78919 Seat-event requests: 224 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 487 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 487 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 224\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 20 OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 22:59:03 Experiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 9 Scenario seed: 7140648722707885309 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET Row-zone concentration (diagnostic control): 34.26% Blocker-prone seat share (topology component): 73.15% Aisle-assignment balance: 95.37% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 1697 Passengers seated: 33/216 Average waiting ticks: 1056.00 Longest waiting passenger: P1->11H(RIGHT) Longest waiting ticks: 1697 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 32 Cluster candidates evaluated: 7 Executable cluster candidates: 0 Rejected cluster candidates: 7 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 30 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=LOWER_HIERARCHICAL_PRIORITY_DEFERRED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 3165 Regions dissolved: 0 Repeated reconstructions avoided: 3165 Largest region lifetime: 1617 Maximum simultaneous active regions: 2 Regions active at termination: 2 Last lifecycle event: UPDATE:R1:age=1617:occupied=28 Confirmation deferral ticks: 3 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1569 State changes reopening evaluation: 30 Region priority competitions: 1518 Regions ranked: 3036 Hierarchical selections: 1518 Lower-priority evaluations deferred: 1511 Highest selected priority score: 33110 Left/right priority wins: 1475/43 Priority ties: 0 Last priority decision: LEFT:R2:score=33110 | RIGHT:R1:score=30910 | selected=LEFT LEFT AISLE ---------- Total moves: 1012 Maximum occupied tiles: 30 Seat events: 23 Single-blocker events: 7 Multiple-blocker events: 0 Temporary aisle reoccupations: 7 RIGHT AISLE ----------- Total moves: 635 Maximum occupied tiles: 28 Seat events: 10 Single-blocker events: 1 Multiple-blocker events: 0 Temporary aisle reoccupations: 1 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1662 Reservations granted: 1655 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 125 Remaining moving in aisle: 53 Remaining waiting at row: 5 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 81779 Longest unresolved passenger ID: 1 Longest unresolved row: 11 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 28 Longest dependency chain: P51(17C/RIGHT) -> P82(24H/RIGHT) -> P187(22D/RIGHT) -> P117(23G/RIGHT) -> P184(26F/RIGHT) -> P0(22H/RIGHT) -> P119(21F/RIGHT) -> P135(17D/RIGHT) -> P87(21G/RIGHT) -> P78(17G/RIGHT) -> P53(18H/RIGHT) -> P123(19G/RIGHT) -> P19(26H/RIGHT) -> P60(23H/RIGHT) -> P148(22G/RIGHT) -> P129(26G/RIGHT) -> P106(25G/RIGHT) -> P56(22F/RIGHT) -> P29(29G/RIGHT) -> P139(30D/RIGHT) -> P32(24G/RIGHT) -> P154(25H/RIGHT) -> P152(26D/RIGHT) -> P114(28G/RIGHT) -> P172(30H/RIGHT) -> P120(27G/RIGHT) -> P157(29E/RIGHT) -> P27(28C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 51 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 53 Total blocked ticks: 91883 Total stationary ticks: 311962 Seat-event requests: 3168 Failed seat-event starts: 3135 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 27 Critical blocker identity: P27->28C(RIGHT) Direct fan-out: 1 Total indirect descendants: 27 Critical tree size including blocker: 28 Critical tree depth: 28 Frozen internal components: 5 Terminal WAITING_FOR_SEAT_EVENT nodes: 5 Unresolved internal passengers: 58 Unresolved outside passengers: 125 Unresolved internal passengers outside critical tree: 30 Critical blocker tree: P27(28C/RIGHT/WAITING_FOR_SEAT_EVENT) P157(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P120(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P172(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P114(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P152(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P154(25H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P32(24G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P139(30D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P29(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P56(22F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P106(25G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P129(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P148(22G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P60(23H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P19(26H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P123(19G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P53(18H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P78(17G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P87(21G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P135(17D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P119(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P0(22H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P184(26F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P117(23G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P187(22D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P82(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P51(17C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1604 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 3 Critical blocker required yield tiles: 29|30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 4 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1531 Rear-boundary failures: 1604 Middle-bank reservation failures: 7 Active-event deferrals: 155 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 29|30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 5 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3176\nPrecedence substitutions made: 0\nDependency chains followed: 1528\nBlocked by waiting-row occupant: 1528\nSubstituted events started: 0\nOccupied-space rejections: 6026\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 09 | standardDataset=216/216 (100.00%) | overlapZoneDataset=33/216 (15.28%) | seatedDelta=-183 | completionDelta=-84.72% | outsideDelta=+125 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | overlapZoneWorse=true | standardFamily=COMPLETE_CABIN | overlapZoneFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 20 OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 22:59:03 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 10 Scenario seed: -4639142616902254495 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.81% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 97.92% OUTCOME ------- Status: SUCCESS Completed ticks: 697 Passengers seated: 192/192 Average waiting ticks: 306.85 Longest waiting passenger: P149->22C(LEFT) Longest waiting ticks: 639 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 3 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 6 Last cluster decision: LEFT:tiles17-20:occupied=3:anchor=P130:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 20 Regions dissolved: 2 Repeated reconstructions avoided: 20 Largest region lifetime: 11 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=11 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1445 Maximum occupied tiles: 11 Seat events: 98 Single-blocker events: 25 Multiple-blocker events: 13 Temporary aisle reoccupations: 52 RIGHT AISLE ----------- Total moves: 1338 Maximum occupied tiles: 11 Seat events: 94 Single-blocker events: 29 Multiple-blocker events: 8 Temporary aisle reoccupations: 49 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 108 Reservations granted: 106 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3566 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4804 Total stationary ticks: 62094 Seat-event requests: 208 Failed seat-event starts: 16 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 534 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 16 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 534 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 209\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 19\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 20 OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 22:59:03 Experiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 10 Scenario seed: -4639142616902254495 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET Row-zone concentration (diagnostic control): 32.81% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 97.92% OUTCOME ------- Status: SUCCESS Completed ticks: 682 Passengers seated: 192/192 Average waiting ticks: 301.61 Longest waiting passenger: P133->5B(LEFT) Longest waiting ticks: 671 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles1-3:occupied=3:anchor=P142:selected=P136:directReleases=1:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 13 Regions dissolved: 1 Repeated reconstructions avoided: 13 Largest region lifetime: 14 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=14 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1445 Maximum occupied tiles: 17 Seat events: 98 Single-blocker events: 26 Multiple-blocker events: 15 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1338 Maximum occupied tiles: 17 Seat events: 94 Single-blocker events: 25 Multiple-blocker events: 8 Temporary aisle reoccupations: 44 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 109 Reservations granted: 103 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6436 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7082 Total stationary ticks: 63669 Seat-event requests: 197 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 292 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 292 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 203\nPrecedence substitutions made: 3\nDependency chains followed: 7\nBlocked by waiting-row occupant: 9\nSubstituted events started: 6\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 3\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 10 | standardDataset=192/192 (100.00%) | overlapZoneDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | overlapZoneWorse=false | standardFamily=COMPLETE_CABIN | overlapZoneFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 20 OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 22:59:03 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 11 Scenario seed: 9123245050518735552 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 92.20% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2494 Passengers seated: 270/282 Average waiting ticks: 473.64 Longest waiting passenger: P24->24I(RIGHT) Longest waiting ticks: 2455 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 12 Cluster candidates evaluated: 8 Executable cluster candidates: 1 Rejected cluster candidates: 7 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 12 Selected release potential total: 7 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1699 Regions dissolved: 1 Repeated reconstructions avoided: 1699 Largest region lifetime: 1651 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1651:occupied=12 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1535 State changes reopening evaluation: 10 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2077 Maximum occupied tiles: 13 Seat events: 130 Single-blocker events: 42 Multiple-blocker events: 16 Temporary aisle reoccupations: 74 RIGHT AISLE ----------- Total moves: 2286 Maximum occupied tiles: 17 Seat events: 140 Single-blocker events: 40 Multiple-blocker events: 13 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 149 Reservations granted: 144 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 10 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 16374 Longest unresolved passenger ID: 102 Longest unresolved row: 32 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 7 Longest dependency chain: P124(27G/RIGHT) -> P77(32I/RIGHT) -> P133(29G/RIGHT) -> P79(31G/RIGHT) -> P11(31I/RIGHT) -> P102(32E/RIGHT) -> P36(31D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 124 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 10 Total blocked ticks: 25823 Total stationary ticks: 153991 Seat-event requests: 1843 Failed seat-event starts: 1573 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 36 Critical blocker identity: P36->31D(RIGHT) Direct fan-out: 1 Total indirect descendants: 6 Critical tree size including blocker: 7 Critical tree depth: 7 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 12 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 5 Critical blocker tree: P36(31D/RIGHT/WAITING_FOR_SEAT_EVENT) P102(32E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P11(31I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P79(31G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P133(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P77(32I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P124(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1520 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 2 Critical blocker required yield tiles: 32|33 Critical blocker unavailable yield tiles: 33 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1520 Rear-boundary failures: 53 Middle-bank reservation failures: 5 Active-event deferrals: 804 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 32|33 Current unavailable yield tiles: 33 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1847\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 1525\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 20 OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 22:59:03 Experiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 11 Scenario seed: 9123245050518735552 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 92.20% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2396 Passengers seated: 165/282 Average waiting ticks: 981.74 Longest waiting passenger: P0->8H(RIGHT) Longest waiting ticks: 2396 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 28 Cluster candidates evaluated: 51 Executable cluster candidates: 0 Rejected cluster candidates: 51 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 31 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2198 Regions dissolved: 0 Repeated reconstructions avoided: 2198 Largest region lifetime: 2199 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2199:occupied=31 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 2111 State changes reopening evaluation: 27 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2077 Maximum occupied tiles: 17 Seat events: 130 Single-blocker events: 40 Multiple-blocker events: 13 Temporary aisle reoccupations: 66 RIGHT AISLE ----------- Total moves: 1378 Maximum occupied tiles: 31 Seat events: 35 Single-blocker events: 7 Multiple-blocker events: 1 Temporary aisle reoccupations: 9 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 56 Reservations granted: 55 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 86 Remaining moving in aisle: 28 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 59484 Longest unresolved passenger ID: 0 Longest unresolved row: 8 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 25 Longest dependency chain: P169(16F/RIGHT) -> P54(19I/RIGHT) -> P179(23H/RIGHT) -> P213(18H/RIGHT) -> P13(20I/RIGHT) -> P113(23G/RIGHT) -> P136(19G/RIGHT) -> P157(23F/RIGHT) -> P68(22D/RIGHT) -> P46(21I/RIGHT) -> P207(20G/RIGHT) -> P137(21E/RIGHT) -> P148(23D/RIGHT) -> P156(22G/RIGHT) -> P32(18I/RIGHT) -> P226(23I/RIGHT) -> P98(18G/RIGHT) -> P41(20H/RIGHT) -> P247(22I/RIGHT) -> P39(26D/RIGHT) -> P220(25G/RIGHT) -> P24(24I/RIGHT) -> P124(27G/RIGHT) -> P145(27F/RIGHT) -> P40(25I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 169 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 28 Total blocked ticks: 73535 Total stationary ticks: 342620 Seat-event requests: 2325 Failed seat-event starts: 2160 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 40 Critical blocker identity: P40->25I(RIGHT) Direct fan-out: 1 Total indirect descendants: 24 Critical tree size including blocker: 25 Critical tree depth: 25 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 31 Unresolved outside passengers: 86 Unresolved internal passengers outside critical tree: 6 Critical blocker tree: P40(25I/RIGHT/WAITING_FOR_SEAT_EVENT) P145(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P124(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P24(24I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P220(25G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P39(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P247(22I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P41(20H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P98(18G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P226(23I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P32(18I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P156(22G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P148(23D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P137(21E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P207(20G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P46(21I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P68(22D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P157(23F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P136(19G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P113(23G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P13(20I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P213(18H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P179(23H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P54(19I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P169(16F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 2134 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 26 Critical blocker unavailable yield tiles: 26 Critical blocker yield-tile occupants: 14 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 2134 Rear-boundary failures: 26 Middle-bank reservation failures: 1 Active-event deferrals: 449 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 3 Yield-occupant trace: yieldOccupant[14]: P14(27I/RIGHT/MOVING_IN_AISLE@tile26) -> P201(28G/RIGHT/MOVING_IN_AISLE@tile27) -> P231(28D/RIGHT/WAITING_AT_ROW@tile28) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P231->28D(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P14{seat=27I,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=26,directBlocker=201,lastMoveTick=232,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 26 Current unavailable yield tiles: 26 Current yield-tile occupants: 14 Final row-event chain: 40|14|201|231 Final row-event chain length: 4 Distinct row events in chain: 4 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2326\nPrecedence substitutions made: 8\nDependency chains followed: 8\nBlocked by waiting-row occupant: 8\nSubstituted events started: 9\nOccupied-space rejections: 2164\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 11 | standardDataset=270/282 (95.74%) | overlapZoneDataset=165/282 (58.51%) | seatedDelta=-105 | completionDelta=-37.23% | outsideDelta=+86 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | overlapZoneWorse=true | standardFamily=REAR_BOUNDARY_LOCK | overlapZoneFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 20 OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 22:59:03 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 12 Scenario seed: -1434714116839518672 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 75.74% Aisle-assignment balance: 94.47% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2303 Passengers seated: 225/235 Average waiting ticks: 409.68 Longest waiting passenger: P152->16G(RIGHT) Longest waiting ticks: 2303 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 2 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 6 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1506 Regions dissolved: 0 Repeated reconstructions avoided: 1506 Largest region lifetime: 1507 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1507:occupied=6 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1498 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1538 Maximum occupied tiles: 13 Seat events: 111 Single-blocker events: 26 Multiple-blocker events: 11 Temporary aisle reoccupations: 50 RIGHT AISLE ----------- Total moves: 1747 Maximum occupied tiles: 12 Seat events: 114 Single-blocker events: 30 Multiple-blocker events: 7 Temporary aisle reoccupations: 47 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1620 Reservations granted: 1620 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 1 Remaining moving in aisle: 6 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 9530 Longest unresolved passenger ID: 152 Longest unresolved row: 16 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 6 Longest dependency chain: P133(17E/RIGHT) -> P153(17G/RIGHT) -> P205(24C/RIGHT) -> P9(19H/RIGHT) -> P76(26E/RIGHT) -> P67(6C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 133 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 6 Total blocked ticks: 18945 Total stationary ticks: 109018 Seat-event requests: 1734 Failed seat-event starts: 1509 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 67 Critical blocker identity: P67->6C(RIGHT) Direct fan-out: 1 Total indirect descendants: 5 Critical tree size including blocker: 6 Critical tree depth: 6 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 9 Unresolved outside passengers: 1 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P67(6C/RIGHT/WAITING_FOR_SEAT_EVENT) P76(26E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P9(19H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P205(24C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P153(17G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P133(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1509 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 7|8|9 Critical blocker unavailable yield tiles: 9 Critical blocker yield-tile occupants: 204 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1509 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 513 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[204]: P204(25F/RIGHT/MOVING_IN_AISLE@tile9) -> P122(10C/RIGHT/WAITING_AT_ROW@tile10) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P122->10C(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P204{seat=25F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=9,directBlocker=122,lastMoveTick=791,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 7|8|9 Current unavailable yield tiles: 9 Current yield-tile occupants: 204 Final row-event chain: 67|204|122 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 7\nOccupied-space rejections: 1513\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 20 OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 22:59:03 Experiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 12 Scenario seed: -1434714116839518672 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 75.74% Aisle-assignment balance: 94.47% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2361 Passengers seated: 233/235 Average waiting ticks: 387.47 Longest waiting passenger: P16->29F(LEFT) Longest waiting ticks: 2269 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1536 Maximum occupied tiles: 16 Seat events: 109 Single-blocker events: 24 Multiple-blocker events: 4 Temporary aisle reoccupations: 32 RIGHT AISLE ----------- Total moves: 1866 Maximum occupied tiles: 17 Seat events: 124 Single-blocker events: 35 Multiple-blocker events: 16 Temporary aisle reoccupations: 74 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1864 Reservations granted: 1861 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7698 Longest unresolved passenger ID: 209 Longest unresolved row: 30 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P209(30D/LEFT) -> P16(29F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 209 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 12821 Total stationary ticks: 100037 Seat-event requests: 1979 Failed seat-event starts: 1746 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 16 Critical blocker identity: P16->29F(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P16(29F/LEFT/WAITING_FOR_SEAT_EVENT) P209(30D/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1742 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 3 Critical blocker required yield tiles: 30|31|32 Critical blocker unavailable yield tiles: 31|32 Critical blocker yield-tile occupants: -1|-1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 4 Rear-boundary failures: 1742 Middle-bank reservation failures: 3 Active-event deferrals: 787 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 30|31|32 Current unavailable yield tiles: 31|32 Current yield-tile occupants: -1|-1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1982\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 7\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 12 | standardDataset=225/235 (95.74%) | overlapZoneDataset=233/235 (99.15%) | seatedDelta=+8 | completionDelta=+3.40% | outsideDelta=-1 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | overlapZoneWorse=false | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | overlapZoneFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 20 OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 22:59:04 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 13 Scenario seed: 7696226853648624445 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.78% Blocker-prone seat share (topology component): 59.65% Aisle-assignment balance: 94.74% OUTCOME ------- Status: SUCCESS Completed ticks: 1267 Passengers seated: 342/342 Average waiting ticks: 562.98 Longest waiting passenger: P1->23E(LEFT) Longest waiting ticks: 1201 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 48 Regions dissolved: 3 Repeated reconstructions avoided: 48 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=23 Confirmation deferral ticks: 3 Regions reaching confirmation: 0 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3204 Maximum occupied tiles: 14 Seat events: 180 Single-blocker events: 52 Multiple-blocker events: 25 Temporary aisle reoccupations: 106 RIGHT AISLE ----------- Total moves: 2845 Maximum occupied tiles: 13 Seat events: 162 Single-blocker events: 41 Multiple-blocker events: 29 Temporary aisle reoccupations: 105 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 156 Reservations granted: 154 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7845 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9443 Total stationary ticks: 199282 Seat-event requests: 358 Failed seat-event starts: 16 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 766 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 16 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 766 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 360\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 6\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 20 OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 22:59:04 Experiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 13 Scenario seed: 7696226853648624445 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET Row-zone concentration (diagnostic control): 27.78% Blocker-prone seat share (topology component): 59.65% Aisle-assignment balance: 94.74% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2622 Passengers seated: 171/342 Average waiting ticks: 1314.30 Longest waiting passenger: P0->11B(LEFT) Longest waiting ticks: 2622 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 33 Cluster candidates evaluated: 66 Executable cluster candidates: 0 Rejected cluster candidates: 66 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 36 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2519 Regions dissolved: 0 Repeated reconstructions avoided: 2519 Largest region lifetime: 2520 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2520:occupied=36 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 2485 State changes reopening evaluation: 32 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 933 Maximum occupied tiles: 36 Seat events: 9 Single-blocker events: 1 Multiple-blocker events: 0 Temporary aisle reoccupations: 1 RIGHT AISLE ----------- Total moves: 2845 Maximum occupied tiles: 20 Seat events: 162 Single-blocker events: 33 Multiple-blocker events: 19 Temporary aisle reoccupations: 73 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 2588 Reservations granted: 2588 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 135 Remaining moving in aisle: 33 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 82890 Longest unresolved passenger ID: 0 Longest unresolved row: 11 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 34 Longest dependency chain: P230(26E/LEFT) -> P32(29G/LEFT) -> P223(27E/LEFT) -> P303(28D/LEFT) -> P180(28F/LEFT) -> P49(28G/LEFT) -> P46(31F/LEFT) -> P63(28E/LEFT) -> P36(28C/LEFT) -> P102(29A/LEFT) -> P132(30F/LEFT) -> P277(30B/LEFT) -> P318(31A/LEFT) -> P198(35D/LEFT) -> P3(33C/LEFT) -> P128(32F/LEFT) -> P60(35B/LEFT) -> P317(30A/LEFT) -> P201(29C/LEFT) -> P301(31G/LEFT) -> P292(30C/LEFT) -> P164(31C/LEFT) -> P274(29B/LEFT) -> P28(26B/LEFT) -> P203(34F/LEFT) -> P299(34C/LEFT) -> P15(32B/LEFT) -> P294(33A/LEFT) -> P244(33B/LEFT) -> P177(34A/LEFT) -> P112(33F/LEFT) -> P226(33G/LEFT) -> P341(36A/LEFT) -> P278(34E/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 230 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 33 Total blocked ticks: 98258 Total stationary ticks: 538983 Seat-event requests: 2697 Failed seat-event starts: 2526 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 278 Critical blocker identity: P278->34E(LEFT) Direct fan-out: 1 Total indirect descendants: 33 Critical tree size including blocker: 34 Critical tree depth: 34 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 36 Unresolved outside passengers: 135 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P278(34E/LEFT/WAITING_FOR_SEAT_EVENT) P341(36A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(33G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P112(33F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P177(34A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P244(33B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P294(33A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P15(32B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P299(34C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P203(34F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P28(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P274(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P164(31C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P292(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P301(31G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P201(29C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P317(30A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P60(35B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P128(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P3(33C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P198(35D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P318(31A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P277(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P132(30F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P102(29A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P36(28C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P63(28E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P46(31F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P49(28G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P180(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P303(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P223(27E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P32(29G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P230(26E/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 2525 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 35 Critical blocker unavailable yield tiles: 35 Critical blocker yield-tile occupants: 285 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 2 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 2525 Rear-boundary failures: 1 Middle-bank reservation failures: 0 Active-event deferrals: 315 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[285]: P285(35A/LEFT/WAITING_AT_ROW@tile35) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P285->35A(LEFT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P285{seat=35A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=35,directBlocker=-1,lastMoveTick=100,reason=WAITING_FOR_SEAT_EVENT,prerequisite=YIELD_TILE_OCCUPIED} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 35 Current unavailable yield tiles: 35 Current yield-tile occupants: 285 Final row-event chain: 278|285 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2697\nPrecedence substitutions made: 3\nDependency chains followed: 2525\nBlocked by waiting-row occupant: 5046\nSubstituted events started: 4\nOccupied-space rejections: 10123\nMaximum scheduling-chain depth: 3\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 13 | standardDataset=342/342 (100.00%) | overlapZoneDataset=171/342 (50.00%) | seatedDelta=-171 | completionDelta=-50.00% | outsideDelta=+135 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | overlapZoneWorse=true | standardFamily=COMPLETE_CABIN | overlapZoneFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 20 OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 22:59:04 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 14 Scenario seed: 287374858204591444 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.82% Blocker-prone seat share (topology component): 67.57% Aisle-assignment balance: 96.53% OUTCOME ------- Status: SUCCESS Completed ticks: 954 Passengers seated: 259/259 Average waiting ticks: 431.82 Longest waiting passenger: P123->9C(LEFT) Longest waiting ticks: 913 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2026 Maximum occupied tiles: 10 Seat events: 134 Single-blocker events: 29 Multiple-blocker events: 19 Temporary aisle reoccupations: 67 RIGHT AISLE ----------- Total moves: 2033 Maximum occupied tiles: 12 Seat events: 125 Single-blocker events: 34 Multiple-blocker events: 8 Temporary aisle reoccupations: 50 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 89 Reservations granted: 86 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4974 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5984 Total stationary ticks: 115920 Seat-event requests: 265 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 547 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 547 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 268\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 20 OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 22:59:04 Experiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 14 Scenario seed: 287374858204591444 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET Row-zone concentration (diagnostic control): 32.82% Blocker-prone seat share (topology component): 67.57% Aisle-assignment balance: 96.53% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 1669 Passengers seated: 36/259 Average waiting ticks: 1088.39 Longest waiting passenger: P0->8E(RIGHT) Longest waiting ticks: 1669 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 36 Cluster candidates evaluated: 1 Executable cluster candidates: 0 Rejected cluster candidates: 1 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 32 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 3059 Regions dissolved: 0 Repeated reconstructions avoided: 3059 Largest region lifetime: 1565 Maximum simultaneous active regions: 2 Regions active at termination: 2 Last lifecycle event: UPDATE:R1:age=1565:occupied=32 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1493 State changes reopening evaluation: 34 Region priority competitions: 1493 Regions ranked: 2986 Hierarchical selections: 1493 Lower-priority evaluations deferred: 1493 Highest selected priority score: 35310 Left/right priority wins: 0/1493 Priority ties: 0 Last priority decision: LEFT:R2:score=34210 | RIGHT:R1:score=35310 | selected=RIGHT LEFT AISLE ---------- Total moves: 989 Maximum occupied tiles: 31 Seat events: 19 Single-blocker events: 4 Multiple-blocker events: 0 Temporary aisle reoccupations: 4 RIGHT AISLE ----------- Total moves: 962 Maximum occupied tiles: 32 Seat events: 17 Single-blocker events: 2 Multiple-blocker events: 0 Temporary aisle reoccupations: 2 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1552 Reservations granted: 1549 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 160 Remaining moving in aisle: 60 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 89524 Longest unresolved passenger ID: 0 Longest unresolved row: 8 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 32 Longest dependency chain: P164(18I/RIGHT) -> P204(19I/RIGHT) -> P231(18F/RIGHT) -> P239(21I/RIGHT) -> P48(25I/RIGHT) -> P227(27H/RIGHT) -> P178(24G/RIGHT) -> P9(28G/RIGHT) -> P30(28E/RIGHT) -> P162(27F/RIGHT) -> P177(23G/RIGHT) -> P46(19G/RIGHT) -> P73(22E/RIGHT) -> P7(21G/RIGHT) -> P23(20H/RIGHT) -> P203(22I/RIGHT) -> P218(26I/RIGHT) -> P105(25G/RIGHT) -> P211(28I/RIGHT) -> P21(26F/RIGHT) -> P249(24I/RIGHT) -> P112(26G/RIGHT) -> P247(24H/RIGHT) -> P124(25D/RIGHT) -> P20(27I/RIGHT) -> P8(28H/RIGHT) -> P238(29H/RIGHT) -> P34(30G/RIGHT) -> P219(32H/RIGHT) -> P137(31I/RIGHT) -> P98(32I/RIGHT) -> P111(32D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 164 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 60 Total blocked ticks: 96414 Total stationary ticks: 373537 Seat-event requests: 3066 Failed seat-event starts: 3030 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 111 Critical blocker identity: P111->32D(RIGHT) Direct fan-out: 1 Total indirect descendants: 31 Critical tree size including blocker: 32 Critical tree depth: 32 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 63 Unresolved outside passengers: 160 Unresolved internal passengers outside critical tree: 31 Critical blocker tree: P111(32D/RIGHT/WAITING_FOR_SEAT_EVENT) P98(32I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P137(31I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P219(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P34(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P238(29H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P8(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P20(27I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P124(25D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P247(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P112(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P249(24I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P21(26F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P211(28I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P105(25G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P218(26I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P203(22I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P23(20H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P7(21G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P73(22E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P46(19G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P177(23G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P162(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P30(28E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P9(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P178(24G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P227(27H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P48(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P239(21I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P231(18F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P204(19I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P164(18I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1533 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 33|34 Critical blocker unavailable yield tiles: 33|34 Critical blocker yield-tile occupants: -1|-1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 3 Yield-tile occupied failures: 1497 Rear-boundary failures: 1533 Middle-bank reservation failures: 3 Active-event deferrals: 67 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 33|34 Current unavailable yield tiles: 33|34 Current yield-tile occupants: -1|-1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3069\nPrecedence substitutions made: 0\nDependency chains followed: 1497\nBlocked by waiting-row occupant: 1497\nSubstituted events started: 0\nOccupied-space rejections: 1497\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 14 | standardDataset=259/259 (100.00%) | overlapZoneDataset=36/259 (13.90%) | seatedDelta=-223 | completionDelta=-86.10% | outsideDelta=+160 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | overlapZoneWorse=true | standardFamily=COMPLETE_CABIN | overlapZoneFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 20 OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 22:59:04 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 15 Scenario seed: -3331492774947506373 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.09% Blocker-prone seat share (topology component): 59.57% Aisle-assignment balance: 97.53% OUTCOME ------- Status: SUCCESS Completed ticks: 1183 Passengers seated: 324/324 Average waiting ticks: 542.25 Longest waiting passenger: P132->4E(LEFT) Longest waiting ticks: 1114 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 4 Cluster candidates evaluated: 3 Executable cluster candidates: 1 Rejected cluster candidates: 2 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 6 Selected release potential total: 5 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 84 Regions dissolved: 3 Repeated reconstructions avoided: 84 Largest region lifetime: 40 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=28 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2764 Maximum occupied tiles: 14 Seat events: 166 Single-blocker events: 52 Multiple-blocker events: 23 Temporary aisle reoccupations: 100 RIGHT AISLE ----------- Total moves: 2817 Maximum occupied tiles: 15 Seat events: 158 Single-blocker events: 37 Multiple-blocker events: 29 Temporary aisle reoccupations: 102 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 151 Reservations granted: 148 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6380 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8094 Total stationary ticks: 180963 Seat-event requests: 350 Failed seat-event starts: 26 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 915 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 25 Rear-boundary failures: 1 Middle-bank reservation failures: 3 Active-event deferrals: 915 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 352\nPrecedence substitutions made: 3\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 4\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 20 OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 22:59:04 Experiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 15 Scenario seed: -3331492774947506373 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET Row-zone concentration (diagnostic control): 28.09% Blocker-prone seat share (topology component): 59.57% Aisle-assignment balance: 97.53% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2606 Passengers seated: 180/324 Average waiting ticks: 1165.96 Longest waiting passenger: P5->10E(LEFT) Longest waiting ticks: 2606 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 39 Cluster candidates evaluated: 78 Executable cluster candidates: 0 Rejected cluster candidates: 78 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 36 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2429 Regions dissolved: 0 Repeated reconstructions avoided: 2429 Largest region lifetime: 2430 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2430:occupied=36 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 2374 State changes reopening evaluation: 38 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1288 Maximum occupied tiles: 36 Seat events: 22 Single-blocker events: 4 Multiple-blocker events: 1 Temporary aisle reoccupations: 6 RIGHT AISLE ----------- Total moves: 2817 Maximum occupied tiles: 20 Seat events: 158 Single-blocker events: 34 Multiple-blocker events: 21 Temporary aisle reoccupations: 78 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 72 Reservations granted: 72 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 108 Remaining moving in aisle: 33 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 79159 Longest unresolved passenger ID: 5 Longest unresolved row: 10 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 34 Longest dependency chain: P222(23A/LEFT) -> P126(25A/LEFT) -> P161(22C/LEFT) -> P103(20F/LEFT) -> P100(22E/LEFT) -> P267(21A/LEFT) -> P281(30F/LEFT) -> P110(27B/LEFT) -> P29(30C/LEFT) -> P225(26B/LEFT) -> P99(29C/LEFT) -> P122(20B/LEFT) -> P178(22D/LEFT) -> P209(24E/LEFT) -> P125(23B/LEFT) -> P216(21B/LEFT) -> P311(20D/LEFT) -> P274(22F/LEFT) -> P295(28F/LEFT) -> P89(29B/LEFT) -> P277(30A/LEFT) -> P55(30G/LEFT) -> P21(26A/LEFT) -> P151(31B/LEFT) -> P134(28B/LEFT) -> P196(29A/LEFT) -> P23(29F/LEFT) -> P121(29E/LEFT) -> P172(31C/LEFT) -> P317(33F/LEFT) -> P201(33A/LEFT) -> P17(36E/LEFT) -> P165(35A/LEFT) -> P30(34B/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 222 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 33 Total blocked ticks: 94806 Total stationary ticks: 464005 Seat-event requests: 2611 Failed seat-event starts: 2431 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 30 Critical blocker identity: P30->34B(LEFT) Direct fan-out: 1 Total indirect descendants: 33 Critical tree size including blocker: 34 Critical tree depth: 34 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 36 Unresolved outside passengers: 108 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P30(34B/LEFT/WAITING_FOR_SEAT_EVENT) P165(35A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P17(36E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P201(33A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P317(33F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P172(31C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P121(29E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P23(29F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P196(29A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P134(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P151(31B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P21(26A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P55(30G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P277(30A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P89(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P295(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P274(22F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P311(20D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P216(21B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P125(23B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P209(24E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P178(22D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P122(20B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P99(29C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P225(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P29(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P110(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P281(30F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P267(21A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P100(22E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P103(20F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P161(22C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P126(25A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P222(23A/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 2430 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 35 Critical blocker unavailable yield tiles: 35 Critical blocker yield-tile occupants: 232 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 3 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 2430 Rear-boundary failures: 1 Middle-bank reservation failures: 0 Active-event deferrals: 350 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[232]: P232(35B/LEFT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P232->35B(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P232{seat=35B,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=35,directBlocker=-1,lastMoveTick=136,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 35 Current unavailable yield tiles: 35 Current yield-tile occupants: 232 Final row-event chain: 30|232 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2611\nPrecedence substitutions made: 3\nDependency chains followed: 2434\nBlocked by waiting-row occupant: 4848\nSubstituted events started: 5\nOccupied-space rejections: 9718\nMaximum scheduling-chain depth: 3\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 15 | standardDataset=324/324 (100.00%) | overlapZoneDataset=180/324 (55.56%) | seatedDelta=-144 | completionDelta=-44.44% | outsideDelta=+108 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | overlapZoneWorse=true | standardFamily=COMPLETE_CABIN | overlapZoneFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 20 OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 22:59:04 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 16 Scenario seed: 8970029813061739148 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.38% Blocker-prone seat share (topology component): 75.52% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 675 Passengers seated: 192/192 Average waiting ticks: 307.57 Longest waiting passenger: P181->4E(RIGHT) Longest waiting ticks: 641 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 4 Regions dissolved: 1 Repeated reconstructions avoided: 4 Largest region lifetime: 5 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=5 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1381 Maximum occupied tiles: 14 Seat events: 96 Single-blocker events: 19 Multiple-blocker events: 5 Temporary aisle reoccupations: 32 RIGHT AISLE ----------- Total moves: 1434 Maximum occupied tiles: 13 Seat events: 96 Single-blocker events: 24 Multiple-blocker events: 10 Temporary aisle reoccupations: 46 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 99 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3651 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4556 Total stationary ticks: 62139 Seat-event requests: 198 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 473 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 473 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 198\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 20 OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 22:59:04 Experiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 16 Scenario seed: 8970029813061739148 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET Row-zone concentration (diagnostic control): 34.38% Blocker-prone seat share (topology component): 75.52% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 670 Passengers seated: 192/192 Average waiting ticks: 305.43 Longest waiting passenger: P41->1C(LEFT) Longest waiting ticks: 657 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 18 Regions dissolved: 1 Repeated reconstructions avoided: 18 Largest region lifetime: 19 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=19 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1381 Maximum occupied tiles: 15 Seat events: 96 Single-blocker events: 17 Multiple-blocker events: 6 Temporary aisle reoccupations: 32 RIGHT AISLE ----------- Total moves: 1434 Maximum occupied tiles: 16 Seat events: 96 Single-blocker events: 26 Multiple-blocker events: 9 Temporary aisle reoccupations: 46 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 94 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6420 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7091 Total stationary ticks: 64345 Seat-event requests: 193 Failed seat-event starts: 1 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 394 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 394 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 196\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 6\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 16 | standardDataset=192/192 (100.00%) | overlapZoneDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | overlapZoneWorse=false | standardFamily=COMPLETE_CABIN | overlapZoneFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 20 OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 22:59:04 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 17 Scenario seed: 3184604032099438634 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 74.56% Aisle-assignment balance: 93.86% OUTCOME ------- Status: SUCCESS Completed ticks: 860 Passengers seated: 228/228 Average waiting ticks: 371.64 Longest waiting passenger: P46->28G(RIGHT) Longest waiting ticks: 801 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 27 Regions dissolved: 1 Repeated reconstructions avoided: 27 Largest region lifetime: 28 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=28 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1552 Maximum occupied tiles: 13 Seat events: 107 Single-blocker events: 23 Multiple-blocker events: 9 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1720 Maximum occupied tiles: 12 Seat events: 121 Single-blocker events: 28 Multiple-blocker events: 9 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 122 Reservations granted: 122 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4107 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5365 Total stationary ticks: 88256 Seat-event requests: 236 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 625 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 625 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 236\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 20 OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 22:59:04 Experiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 17 Scenario seed: 3184604032099438634 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 74.56% Aisle-assignment balance: 93.86% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2240 Passengers seated: 141/228 Average waiting ticks: 814.69 Longest waiting passenger: P6->4G(RIGHT) Longest waiting ticks: 2240 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 25 Cluster candidates evaluated: 68 Executable cluster candidates: 0 Rejected cluster candidates: 68 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 28 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2064 Regions dissolved: 0 Repeated reconstructions avoided: 2064 Largest region lifetime: 2065 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2065:occupied=28 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1971 State changes reopening evaluation: 24 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1552 Maximum occupied tiles: 17 Seat events: 107 Single-blocker events: 21 Multiple-blocker events: 7 Temporary aisle reoccupations: 36 RIGHT AISLE ----------- Total moves: 1178 Maximum occupied tiles: 28 Seat events: 34 Single-blocker events: 4 Multiple-blocker events: 1 Temporary aisle reoccupations: 6 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 2049 Reservations granted: 2049 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 59 Remaining moving in aisle: 24 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 47417 Longest unresolved passenger ID: 6 Longest unresolved row: 4 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 22 Longest dependency chain: P4(21H/RIGHT) -> P105(19F/RIGHT) -> P52(20H/RIGHT) -> P155(15D/RIGHT) -> P186(16G/RIGHT) -> P60(15C/RIGHT) -> P209(15E/RIGHT) -> P83(13D/RIGHT) -> P86(12F/RIGHT) -> P35(17E/RIGHT) -> P224(19G/RIGHT) -> P148(17D/RIGHT) -> P144(20F/RIGHT) -> P75(19D/RIGHT) -> P19(20C/RIGHT) -> P40(18G/RIGHT) -> P58(18H/RIGHT) -> P136(21F/RIGHT) -> P77(21G/RIGHT) -> P111(24F/RIGHT) -> P28(24E/RIGHT) -> P91(22C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 4 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 24 Total blocked ticks: 61326 Total stationary ticks: 238049 Seat-event requests: 2144 Failed seat-event starts: 2003 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 91 Critical blocker identity: P91->22C(RIGHT) Direct fan-out: 1 Total indirect descendants: 21 Critical tree size including blocker: 22 Critical tree depth: 22 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 28 Unresolved outside passengers: 59 Unresolved internal passengers outside critical tree: 6 Critical blocker tree: P91(22C/RIGHT/WAITING_FOR_SEAT_EVENT) P28(24E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P111(24F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P77(21G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P136(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P58(18H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P40(18G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P19(20C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P75(19D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P144(20F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P148(17D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P224(19G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P35(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P86(12F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P83(13D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P209(15E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P60(15C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P186(16G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P155(15D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P52(20H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P105(19F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P4(21H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1995 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 23|24|25 Critical blocker unavailable yield tiles: 24|25 Critical blocker yield-tile occupants: 50|195 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 3 Yield-tile occupied failures: 1995 Rear-boundary failures: 8 Middle-bank reservation failures: 0 Active-event deferrals: 367 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 2 Trace length: 2 Yield-occupant trace: yieldOccupant[50]: P50(26F/RIGHT/MOVING_IN_AISLE@tile24) -> P195(25C/RIGHT/WAITING_AT_ROW@tile25) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[195]: P195(25C/RIGHT/WAITING_AT_ROW@tile25) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P195->25C(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P50{seat=26F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=24,directBlocker=195,lastMoveTick=258,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P195{seat=25C,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=25,directBlocker=-1,lastMoveTick=257,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 23|24|25 Current unavailable yield tiles: 24|25 Current yield-tile occupants: 50|195 Final row-event chain: 91|50|195 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 4 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2144\nPrecedence substitutions made: 4\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 4\nOccupied-space rejections: 5995\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 17 | standardDataset=228/228 (100.00%) | overlapZoneDataset=141/228 (61.84%) | seatedDelta=-87 | completionDelta=-38.16% | outsideDelta=+59 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | overlapZoneWorse=true | standardFamily=COMPLETE_CABIN | overlapZoneFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 20 OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 22:59:04 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 18 Scenario seed: 3120322730829782475 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.43% Blocker-prone seat share (topology component): 60.13% Aisle-assignment balance: 94.77% OUTCOME ------- Status: SUCCESS Completed ticks: 1156 Passengers seated: 306/306 Average waiting ticks: 513.90 Longest waiting passenger: P231->18H(RIGHT) Longest waiting ticks: 1102 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 29 Regions dissolved: 2 Repeated reconstructions avoided: 29 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2475 Maximum occupied tiles: 14 Seat events: 145 Single-blocker events: 38 Multiple-blocker events: 16 Temporary aisle reoccupations: 72 RIGHT AISLE ----------- Total moves: 2744 Maximum occupied tiles: 12 Seat events: 161 Single-blocker events: 42 Multiple-blocker events: 21 Temporary aisle reoccupations: 88 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 136 Reservations granted: 136 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6095 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7295 Total stationary ticks: 162230 Seat-event requests: 320 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 655 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 655 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 320\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 20 OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 22:59:04 Experiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 18 Scenario seed: 3120322730829782475 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET Row-zone concentration (diagnostic control): 28.43% Blocker-prone seat share (topology component): 60.13% Aisle-assignment balance: 94.77% OUTCOME ------- Status: SUCCESS Completed ticks: 1139 Passengers seated: 306/306 Average waiting ticks: 515.12 Longest waiting passenger: P258->2H(RIGHT) Longest waiting ticks: 1125 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2475 Maximum occupied tiles: 18 Seat events: 145 Single-blocker events: 41 Multiple-blocker events: 12 Temporary aisle reoccupations: 65 RIGHT AISLE ----------- Total moves: 2744 Maximum occupied tiles: 19 Seat events: 161 Single-blocker events: 42 Multiple-blocker events: 23 Temporary aisle reoccupations: 95 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 135 Reservations granted: 131 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 11370 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 12442 Total stationary ticks: 167789 Seat-event requests: 316 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 618 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 618 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 320\nPrecedence substitutions made: 10\nDependency chains followed: 11\nBlocked by waiting-row occupant: 11\nSubstituted events started: 13\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 18 | standardDataset=306/306 (100.00%) | overlapZoneDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | overlapZoneWorse=false | standardFamily=COMPLETE_CABIN | overlapZoneFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 20 OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 22:59:04 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 19 Scenario seed: -1051365898326392422 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.04% Blocker-prone seat share (topology component): 65.65% Aisle-assignment balance: 98.26% OUTCOME ------- Status: SUCCESS Completed ticks: 821 Passengers seated: 230/230 Average waiting ticks: 371.58 Longest waiting passenger: P130->6H(RIGHT) Longest waiting ticks: 768 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1771 Maximum occupied tiles: 12 Seat events: 113 Single-blocker events: 13 Multiple-blocker events: 7 Temporary aisle reoccupations: 27 RIGHT AISLE ----------- Total moves: 1764 Maximum occupied tiles: 13 Seat events: 117 Single-blocker events: 35 Multiple-blocker events: 8 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 92 Reservations granted: 84 Reservations denied/waited: 8 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4657 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5790 Total stationary ticks: 89533 Seat-event requests: 235 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 544 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 8 Active-event deferrals: 544 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 20 OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 22:59:04 Experiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 19 Scenario seed: -1051365898326392422 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET Row-zone concentration (diagnostic control): 33.04% Blocker-prone seat share (topology component): 65.65% Aisle-assignment balance: 98.26% OUTCOME ------- Status: SUCCESS Completed ticks: 816 Passengers seated: 230/230 Average waiting ticks: 370.36 Longest waiting passenger: P130->6H(RIGHT) Longest waiting ticks: 798 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles18-20:occupied=3:anchor=P145:selected=P64:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1771 Maximum occupied tiles: 16 Seat events: 113 Single-blocker events: 14 Multiple-blocker events: 7 Temporary aisle reoccupations: 28 RIGHT AISLE ----------- Total moves: 1764 Maximum occupied tiles: 17 Seat events: 117 Single-blocker events: 34 Multiple-blocker events: 8 Temporary aisle reoccupations: 50 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 93 Reservations granted: 87 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7984 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8821 Total stationary ticks: 92384 Seat-event requests: 235 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 458 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 458 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 240\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 8\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 19 | standardDataset=230/230 (100.00%) | overlapZoneDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=2 | convertedToSuccess=false | overlapZoneWorse=false | standardFamily=COMPLETE_CABIN | overlapZoneFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 20 OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 22:59:04 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 20 Scenario seed: -1169396298556200010 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 245 Occupancy: 85% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 29.80% Blocker-prone seat share (topology component): 65.31% Aisle-assignment balance: 96.33% OUTCOME ------- Status: SUCCESS Completed ticks: 906 Passengers seated: 245/245 Average waiting ticks: 398.45 Longest waiting passenger: P186->32E(RIGHT) Longest waiting ticks: 847 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: LEFT:tiles10-13:occupied=3:anchor=P242:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 13 Regions dissolved: 1 Repeated reconstructions avoided: 13 Largest region lifetime: 14 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=14 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1773 Maximum occupied tiles: 11 Seat events: 118 Single-blocker events: 31 Multiple-blocker events: 11 Temporary aisle reoccupations: 53 RIGHT AISLE ----------- Total moves: 1904 Maximum occupied tiles: 11 Seat events: 127 Single-blocker events: 32 Multiple-blocker events: 13 Temporary aisle reoccupations: 58 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 89 Reservations granted: 89 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4534 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5456 Total stationary ticks: 101373 Seat-event requests: 255 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 435 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 435 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 254\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 20 OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 22:59:04 Experiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 20 Scenario seed: -1169396298556200010 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 245 Occupancy: 85% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET Row-zone concentration (diagnostic control): 29.80% Blocker-prone seat share (topology component): 65.31% Aisle-assignment balance: 96.33% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2353 Passengers seated: 238/245 Average waiting ticks: 406.23 Longest waiting passenger: P174->28I(RIGHT) Longest waiting ticks: 2270 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 4 Cluster candidates evaluated: 3 Executable cluster candidates: 1 Rejected cluster candidates: 2 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 3 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 2122 Regions dissolved: 1 Repeated reconstructions avoided: 2122 Largest region lifetime: 2102 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2102:occupied=5 Confirmation deferral ticks: 3 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1648 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1772 Maximum occupied tiles: 19 Seat events: 116 Single-blocker events: 30 Multiple-blocker events: 11 Temporary aisle reoccupations: 52 RIGHT AISLE ----------- Total moves: 1900 Maximum occupied tiles: 19 Seat events: 122 Single-blocker events: 31 Multiple-blocker events: 11 Temporary aisle reoccupations: 53 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 103 Reservations granted: 103 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 4 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 8847 Longest unresolved passenger ID: 118 Longest unresolved row: 32 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P60(27G/RIGHT) -> P132(28F/RIGHT) -> P174(28I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 60 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 4 Total blocked ticks: 24002 Total stationary ticks: 115394 Seat-event requests: 3619 Failed seat-event starts: 3381 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 174 Critical blocker identity: P174->28I(RIGHT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 7 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 4 Critical blocker tree: P174(28I/RIGHT/WAITING_FOR_SEAT_EVENT) P132(28F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P60(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1717 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 29|30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 186 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1664 Rear-boundary failures: 1717 Middle-bank reservation failures: 0 Active-event deferrals: 1565 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[186]: P186(32E/RIGHT/MOVING_IN_AISLE@tile30) -> P79(31D/RIGHT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P79->31D(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P186{seat=32E,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=79,lastMoveTick=175,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 29|30 Current unavailable yield tiles: 30 Current yield-tile occupants: 186 Final row-event chain: 174|186|79 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3618\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 6\nOccupied-space rejections: 1673\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 20 | standardDataset=245/245 (100.00%) | overlapZoneDataset=238/245 (97.14%) | seatedDelta=-7 | completionDelta=-2.86% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | overlapZoneWorse=true | standardFamily=COMPLETE_CABIN | overlapZoneFamily=MOVING_PASSENGER_YIELD_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 20 OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 22:59:04 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 21 Scenario seed: -5845335927644343041 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.43% Blocker-prone seat share (topology component): 69.57% Aisle-assignment balance: 98.26% OUTCOME ------- Status: SUCCESS Completed ticks: 815 Passengers seated: 230/230 Average waiting ticks: 371.47 Longest waiting passenger: P7->2E(LEFT) Longest waiting ticks: 763 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 3 Executable cluster candidates: 3 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 6 Selected release potential total: 9 Last cluster decision: RIGHT:tiles13-16:occupied=4:anchor=P120:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 34 Regions dissolved: 1 Repeated reconstructions avoided: 34 Largest region lifetime: 35 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=35 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1791 Maximum occupied tiles: 11 Seat events: 117 Single-blocker events: 34 Multiple-blocker events: 4 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1688 Maximum occupied tiles: 11 Seat events: 113 Single-blocker events: 36 Multiple-blocker events: 7 Temporary aisle reoccupations: 50 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 87 Reservations granted: 85 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4386 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5681 Total stationary ticks: 89287 Seat-event requests: 237 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 616 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 616 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 237\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 4\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 20 OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 22:59:04 Experiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 21 Scenario seed: -5845335927644343041 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET Row-zone concentration (diagnostic control): 30.43% Blocker-prone seat share (topology component): 69.57% Aisle-assignment balance: 98.26% OUTCOME ------- Status: SUCCESS Completed ticks: 808 Passengers seated: 230/230 Average waiting ticks: 365.24 Longest waiting passenger: P113->5C(LEFT) Longest waiting ticks: 791 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1791 Maximum occupied tiles: 17 Seat events: 117 Single-blocker events: 32 Multiple-blocker events: 7 Temporary aisle reoccupations: 46 RIGHT AISLE ----------- Total moves: 1688 Maximum occupied tiles: 17 Seat events: 113 Single-blocker events: 38 Multiple-blocker events: 4 Temporary aisle reoccupations: 46 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 83 Reservations granted: 82 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8095 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8832 Total stationary ticks: 91288 Seat-event requests: 232 Failed seat-event starts: 2 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 383 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 2 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 383 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 233\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 7\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 21 | standardDataset=230/230 (100.00%) | overlapZoneDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | overlapZoneWorse=false | standardFamily=COMPLETE_CABIN | overlapZoneFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 20 OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 22:59:04 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 22 Scenario seed: 5901802720867875714 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 288 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.08% Blocker-prone seat share (topology component): 58.68% Aisle-assignment balance: 91.67% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2628 Passengers seated: 271/288 Average waiting ticks: 501.86 Longest waiting passenger: P233->22B(LEFT) Longest waiting ticks: 2596 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 18 Cluster candidates evaluated: 22 Executable cluster candidates: 0 Rejected cluster candidates: 22 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 17 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2346 Regions dissolved: 0 Repeated reconstructions avoided: 2346 Largest region lifetime: 2347 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2347:occupied=17 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1931 State changes reopening evaluation: 17 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2236 Maximum occupied tiles: 21 Seat events: 115 Single-blocker events: 25 Multiple-blocker events: 12 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 2775 Maximum occupied tiles: 12 Seat events: 156 Single-blocker events: 43 Multiple-blocker events: 18 Temporary aisle reoccupations: 80 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 123 Reservations granted: 123 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 14 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 26853 Longest unresolved passenger ID: 285 Longest unresolved row: 35 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 13 Longest dependency chain: P157(29B/LEFT) -> P224(26G/LEFT) -> P193(28A/LEFT) -> P83(29F/LEFT) -> P29(32F/LEFT) -> P46(36G/LEFT) -> P152(36E/LEFT) -> P135(34B/LEFT) -> P139(34A/LEFT) -> P245(33A/LEFT) -> P63(34C/LEFT) -> P285(35D/LEFT) -> P68(35B/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 157 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 14 Total blocked ticks: 39581 Total stationary ticks: 175761 Seat-event requests: 2241 Failed seat-event starts: 1970 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 68 Critical blocker identity: P68->35B(LEFT) Direct fan-out: 1 Total indirect descendants: 12 Critical tree size including blocker: 13 Critical tree depth: 13 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 17 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 4 Critical blocker tree: P68(35B/LEFT/WAITING_FOR_SEAT_EVENT) P285(35D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P63(34C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P245(33A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P139(34A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P135(34B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P152(36E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P46(36G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P29(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P83(29F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P193(28A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P224(26G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P157(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1969 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 1 Critical blocker required yield tiles: 36 Critical blocker unavailable yield tiles: 36 Critical blocker yield-tile occupants: 24 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 3 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1969 Rear-boundary failures: 1 Middle-bank reservation failures: 0 Active-event deferrals: 1081 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[24]: P24(36A/LEFT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P24->36A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: P24{seat=36A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=266,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 36 Current unavailable yield tiles: 36 Current yield-tile occupants: 24 Final row-event chain: 68|24 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2241\nPrecedence substitutions made: 1\nDependency chains followed: 193\nBlocked by waiting-row occupant: 193\nSubstituted events started: 1\nOccupied-space rejections: 1974\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 20 OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 22:59:04 Experiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 22 Scenario seed: 5901802720867875714 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 288 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET Row-zone concentration (diagnostic control): 27.08% Blocker-prone seat share (topology component): 58.68% Aisle-assignment balance: 91.67% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2601 Passengers seated: 285/288 Average waiting ticks: 484.46 Longest waiting passenger: P152->36E(LEFT) Longest waiting ticks: 2492 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 3 Selected release potential total: 4 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 2406 Regions dissolved: 2 Repeated reconstructions avoided: 2406 Largest region lifetime: 2385 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2385:occupied=3 Confirmation deferral ticks: 4 Regions reaching confirmation: 3 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1857 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2298 Maximum occupied tiles: 21 Seat events: 129 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 2775 Maximum occupied tiles: 20 Seat events: 156 Single-blocker events: 47 Multiple-blocker events: 20 Temporary aisle reoccupations: 89 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1992 Reservations granted: 1988 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 2 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 11039 Longest unresolved passenger ID: 46 Longest unresolved row: 36 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P9(36C/LEFT) -> P46(36G/LEFT) -> P152(36E/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 9 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 2 Total blocked ticks: 19176 Total stationary ticks: 154221 Seat-event requests: 2160 Failed seat-event starts: 1875 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 152 Critical blocker identity: P152->36E(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P152(36E/LEFT/WAITING_FOR_SEAT_EVENT) P46(36G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P9(36C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1861 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 1 Critical blocker required yield tiles: 37 Critical blocker unavailable yield tiles: 37 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 1861 Middle-bank reservation failures: 4 Active-event deferrals: 972 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 1 Current required yield tiles: 37 Current unavailable yield tiles: 37 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2162\nPrecedence substitutions made: 8\nDependency chains followed: 8\nBlocked by waiting-row occupant: 9\nSubstituted events started: 12\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 22 | standardDataset=271/288 (94.10%) | overlapZoneDataset=285/288 (98.96%) | seatedDelta=+14 | completionDelta=+4.86% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | overlapZoneWorse=false | standardFamily=LINKED_ROW_EVENT_CHAIN | overlapZoneFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 20 OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 22:59:04 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 23 Scenario seed: -5886756800942795092 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.61% Blocker-prone seat share (topology component): 67.39% Aisle-assignment balance: 97.39% OUTCOME ------- Status: SUCCESS Completed ticks: 844 Passengers seated: 230/230 Average waiting ticks: 385.89 Longest waiting passenger: P166->14H(RIGHT) Longest waiting ticks: 818 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles9-12:occupied=3:anchor=P84:selected=P226:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1724 Maximum occupied tiles: 11 Seat events: 112 Single-blocker events: 28 Multiple-blocker events: 7 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1674 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 26 Multiple-blocker events: 11 Temporary aisle reoccupations: 48 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 75 Reservations granted: 74 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3907 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4803 Total stationary ticks: 91882 Seat-event requests: 240 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 490 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 490 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 240\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 20 OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 22:59:04 Experiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 23 Scenario seed: -5886756800942795092 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET Row-zone concentration (diagnostic control): 32.61% Blocker-prone seat share (topology component): 67.39% Aisle-assignment balance: 97.39% OUTCOME ------- Status: SUCCESS Completed ticks: 830 Passengers seated: 230/230 Average waiting ticks: 380.37 Longest waiting passenger: P209->6D(RIGHT) Longest waiting ticks: 817 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1724 Maximum occupied tiles: 16 Seat events: 112 Single-blocker events: 29 Multiple-blocker events: 8 Temporary aisle reoccupations: 45 RIGHT AISLE ----------- Total moves: 1674 Maximum occupied tiles: 16 Seat events: 118 Single-blocker events: 27 Multiple-blocker events: 9 Temporary aisle reoccupations: 45 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 77 Reservations granted: 75 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7385 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8142 Total stationary ticks: 93995 Seat-event requests: 233 Failed seat-event starts: 3 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 454 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 3 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 454 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 235\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 23 | standardDataset=230/230 (100.00%) | overlapZoneDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | overlapZoneWorse=false | standardFamily=COMPLETE_CABIN | overlapZoneFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 20 OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 22:59:04 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 24 Scenario seed: -8002946322880410004 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 94.47% OUTCOME ------- Status: SUCCESS Completed ticks: 881 Passengers seated: 235/235 Average waiting ticks: 383.40 Longest waiting passenger: P13->10A(LEFT) Longest waiting ticks: 823 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1777 Maximum occupied tiles: 12 Seat events: 124 Single-blocker events: 31 Multiple-blocker events: 16 Temporary aisle reoccupations: 67 RIGHT AISLE ----------- Total moves: 1587 Maximum occupied tiles: 12 Seat events: 111 Single-blocker events: 31 Multiple-blocker events: 9 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 136 Reservations granted: 128 Reservations denied/waited: 8 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4518 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5711 Total stationary ticks: 93972 Seat-event requests: 245 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 555 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 8 Active-event deferrals: 555 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 253\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 20 OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 22:59:04 Experiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 24 Scenario seed: -8002946322880410004 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 94.47% OUTCOME ------- Status: SUCCESS Completed ticks: 861 Passengers seated: 235/235 Average waiting ticks: 377.52 Longest waiting passenger: P232->3E(LEFT) Longest waiting ticks: 851 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1777 Maximum occupied tiles: 17 Seat events: 124 Single-blocker events: 29 Multiple-blocker events: 19 Temporary aisle reoccupations: 71 RIGHT AISLE ----------- Total moves: 1587 Maximum occupied tiles: 16 Seat events: 111 Single-blocker events: 33 Multiple-blocker events: 6 Temporary aisle reoccupations: 47 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 122 Reservations granted: 121 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7925 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8657 Total stationary ticks: 95761 Seat-event requests: 238 Failed seat-event starts: 3 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 375 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 3 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 375 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 240\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 9\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 24 | standardDataset=235/235 (100.00%) | overlapZoneDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | overlapZoneWorse=false | standardFamily=COMPLETE_CABIN | overlapZoneFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 20 OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 22:59:04 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 25 Scenario seed: -6793887463250987477 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.38% Aisle-assignment balance: 95.74% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2527 Passengers seated: 276/282 Average waiting ticks: 487.17 Longest waiting passenger: P197->31D(RIGHT) Longest waiting ticks: 2476 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 2 Cluster candidates evaluated: 3 Executable cluster candidates: 1 Rejected cluster candidates: 2 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 6 Selected release potential total: 2 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1565 Regions dissolved: 1 Repeated reconstructions avoided: 1565 Largest region lifetime: 1558 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1558:occupied=6 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1524 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2082 Maximum occupied tiles: 13 Seat events: 135 Single-blocker events: 37 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 RIGHT AISLE ----------- Total moves: 2295 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 36 Multiple-blocker events: 11 Temporary aisle reoccupations: 58 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1672 Reservations granted: 1672 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 4 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 6510 Longest unresolved passenger ID: 217 Longest unresolved row: 32 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 5 Longest dependency chain: P249(30F/RIGHT) -> P22(30H/RIGHT) -> P61(30D/RIGHT) -> P208(31F/RIGHT) -> P197(31D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 249 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 4 Total blocked ticks: 15659 Total stationary ticks: 147571 Seat-event requests: 1864 Failed seat-event starts: 1588 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 197 Critical blocker identity: P197->31D(RIGHT) Direct fan-out: 1 Total indirect descendants: 4 Critical tree size including blocker: 5 Critical tree depth: 5 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 6 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P197(31D/RIGHT/WAITING_FOR_SEAT_EVENT) P208(31F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P61(30D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P22(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P249(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1588 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 32 Critical blocker unavailable yield tiles: 32 Critical blocker yield-tile occupants: 217 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1588 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 802 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[217]: P217(32I/RIGHT/WAITING_AT_ROW@tile32) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P217->32I(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P217{seat=32I,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=32,directBlocker=-1,lastMoveTick=786,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 32 Current unavailable yield tiles: 32 Current yield-tile occupants: 217 Final row-event chain: 197|217 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1863\nPrecedence substitutions made: 3\nDependency chains followed: 1581\nBlocked by waiting-row occupant: 1581\nSubstituted events started: 5\nOccupied-space rejections: 1592\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 20 OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 22:59:04 Experiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 25 Scenario seed: -6793887463250987477 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.38% Aisle-assignment balance: 95.74% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2440 Passengers seated: 143/282 Average waiting ticks: 1166.38 Longest waiting passenger: P2->17I(RIGHT) Longest waiting ticks: 2440 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 31 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 31 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2324 Regions dissolved: 0 Repeated reconstructions avoided: 2324 Largest region lifetime: 2325 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2325:occupied=31 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 2292 State changes reopening evaluation: 30 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2082 Maximum occupied tiles: 18 Seat events: 133 Single-blocker events: 32 Multiple-blocker events: 8 Temporary aisle reoccupations: 48 RIGHT AISLE ----------- Total moves: 760 Maximum occupied tiles: 31 Seat events: 10 Single-blocker events: 2 Multiple-blocker events: 0 Temporary aisle reoccupations: 2 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 42 Reservations granted: 42 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 106 Remaining moving in aisle: 30 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 69419 Longest unresolved passenger ID: 2 Longest unresolved row: 17 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 31 Longest dependency chain: P58(21I/RIGHT) -> P223(20I/RIGHT) -> P165(24H/RIGHT) -> P108(26G/RIGHT) -> P154(27D/RIGHT) -> P213(27I/RIGHT) -> P55(24I/RIGHT) -> P270(27E/RIGHT) -> P101(28E/RIGHT) -> P178(26D/RIGHT) -> P226(28H/RIGHT) -> P23(25E/RIGHT) -> P97(27H/RIGHT) -> P204(26E/RIGHT) -> P249(30F/RIGHT) -> P22(30H/RIGHT) -> P61(30D/RIGHT) -> P192(25I/RIGHT) -> P27(26H/RIGHT) -> P76(25D/RIGHT) -> P93(26I/RIGHT) -> P250(24E/RIGHT) -> P196(25G/RIGHT) -> P208(31F/RIGHT) -> P14(29E/RIGHT) -> P274(29D/RIGHT) -> P237(30E/RIGHT) -> P197(31D/RIGHT) -> P217(32I/RIGHT) -> P185(32H/RIGHT) -> P109(31I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 58 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 30 Total blocked ticks: 81531 Total stationary ticks: 402598 Seat-event requests: 4167 Failed seat-event starts: 4024 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 109 Critical blocker identity: P109->31I(RIGHT) Direct fan-out: 1 Total indirect descendants: 30 Critical tree size including blocker: 31 Critical tree depth: 31 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 33 Unresolved outside passengers: 106 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P109(31I/RIGHT/WAITING_FOR_SEAT_EVENT) P185(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P217(32I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P197(31D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P237(30E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P274(29D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P14(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P208(31F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P196(25G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P250(24E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P93(26I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P76(25D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P27(26H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P192(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P61(30D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P22(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P249(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P204(26E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P97(27H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P23(25E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P226(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P178(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P101(28E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P270(27E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P55(24I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P213(27I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P154(27D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P108(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P165(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P223(20I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P58(21I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 2326 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 32|33 Critical blocker unavailable yield tiles: 33 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1698 Rear-boundary failures: 2326 Middle-bank reservation failures: 0 Active-event deferrals: 1179 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 32|33 Current unavailable yield tiles: 33 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 4167\nPrecedence substitutions made: 4\nDependency chains followed: 1700\nBlocked by waiting-row occupant: 1700\nSubstituted events started: 4\nOccupied-space rejections: 1702\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 25 | standardDataset=276/282 (97.87%) | overlapZoneDataset=143/282 (50.71%) | seatedDelta=-133 | completionDelta=-47.16% | outsideDelta=+106 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | overlapZoneWorse=true | standardFamily=LINKED_ROW_EVENT_CHAIN | overlapZoneFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 20 OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 22:59:04 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 26 Scenario seed: 722007454514889823 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 59.49% Aisle-assignment balance: 96.88% OUTCOME ------- Status: SUCCESS Completed ticks: 1287 Passengers seated: 353/353 Average waiting ticks: 586.65 Longest waiting passenger: P178->2A(LEFT) Longest waiting ticks: 1226 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: LEFT:region=R4:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 90 Regions dissolved: 4 Repeated reconstructions avoided: 90 Largest region lifetime: 38 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=18 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3193 Maximum occupied tiles: 14 Seat events: 182 Single-blocker events: 45 Multiple-blocker events: 30 Temporary aisle reoccupations: 111 RIGHT AISLE ----------- Total moves: 3005 Maximum occupied tiles: 13 Seat events: 171 Single-blocker events: 47 Multiple-blocker events: 24 Temporary aisle reoccupations: 101 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 160 Reservations granted: 157 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7774 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9701 Total stationary ticks: 213884 Seat-event requests: 378 Failed seat-event starts: 25 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 882 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 25 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 882 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 380\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 6\nOccupied-space rejections: 30\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 20 OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 22:59:04 Experiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 26 Scenario seed: 722007454514889823 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 59.49% Aisle-assignment balance: 96.88% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2768 Passengers seated: 351/353 Average waiting ticks: 593.85 Longest waiting passenger: P195->34J(RIGHT) Longest waiting ticks: 2650 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 14 Regions dissolved: 1 Repeated reconstructions avoided: 14 Largest region lifetime: 15 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=15 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3193 Maximum occupied tiles: 19 Seat events: 182 Single-blocker events: 47 Multiple-blocker events: 32 Temporary aisle reoccupations: 118 RIGHT AISLE ----------- Total moves: 3005 Maximum occupied tiles: 20 Seat events: 169 Single-blocker events: 43 Multiple-blocker events: 22 Temporary aisle reoccupations: 91 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 153 Reservations granted: 150 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 13877 Longest unresolved passenger ID: 195 Longest unresolved row: 34 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 1 Longest dependency chain: P195(34J/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 195 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 20197 Total stationary ticks: 222101 Seat-event requests: 2183 Failed seat-event starts: 1832 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 195 Critical blocker identity: P195->34J(RIGHT) Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 1 Critical tree depth: 1 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P195(34J/RIGHT/WAITING_FOR_SEAT_EVENT) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 1844 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 35|36 Critical blocker unavailable yield tiles: 36 Critical blocker yield-tile occupants: 307 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1828 Rear-boundary failures: 4 Middle-bank reservation failures: 3 Active-event deferrals: 1844 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[307]: P307(36F/RIGHT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P307->36F(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P307{seat=36F,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=258,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 35|36 Current unavailable yield tiles: 36 Current yield-tile occupants: 307 Final row-event chain: 195|307 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2186\nPrecedence substitutions made: 12\nDependency chains followed: 1829\nBlocked by waiting-row occupant: 1829\nSubstituted events started: 12\nOccupied-space rejections: 1837\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 26 | standardDataset=353/353 (100.00%) | overlapZoneDataset=351/353 (99.43%) | seatedDelta=-2 | completionDelta=-0.57% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | overlapZoneWorse=true | standardFamily=COMPLETE_CABIN | overlapZoneFamily=LINKED_ROW_EVENT_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 20 OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 22:59:04 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 27 Scenario seed: -5450447113087893164 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 98.58% OUTCOME ------- Status: SUCCESS Completed ticks: 1282 Passengers seated: 353/353 Average waiting ticks: 599.70 Longest waiting passenger: P326->9H(RIGHT) Longest waiting ticks: 1238 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2967 Maximum occupied tiles: 12 Seat events: 174 Single-blocker events: 46 Multiple-blocker events: 23 Temporary aisle reoccupations: 96 RIGHT AISLE ----------- Total moves: 3223 Maximum occupied tiles: 12 Seat events: 179 Single-blocker events: 52 Multiple-blocker events: 30 Temporary aisle reoccupations: 113 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 150 Reservations granted: 150 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7466 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8940 Total stationary ticks: 217898 Seat-event requests: 366 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 762 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 762 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 366\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 20 OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 22:59:04 Experiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 27 Scenario seed: -5450447113087893164 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 98.58% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2722 Passengers seated: 199/353 Average waiting ticks: 1244.14 Longest waiting passenger: P2->15E(RIGHT) Longest waiting ticks: 2722 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 49 Cluster candidates evaluated: 98 Executable cluster candidates: 0 Rejected cluster candidates: 98 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 36 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2536 Regions dissolved: 0 Repeated reconstructions avoided: 2536 Largest region lifetime: 2537 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2537:occupied=36 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 2462 State changes reopening evaluation: 48 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2967 Maximum occupied tiles: 21 Seat events: 174 Single-blocker events: 46 Multiple-blocker events: 13 Temporary aisle reoccupations: 72 RIGHT AISLE ----------- Total moves: 1411 Maximum occupied tiles: 36 Seat events: 25 Single-blocker events: 3 Multiple-blocker events: 3 Temporary aisle reoccupations: 9 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 2593 Reservations granted: 2589 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 118 Remaining moving in aisle: 33 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 81850 Longest unresolved passenger ID: 2 Longest unresolved row: 15 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 34 Longest dependency chain: P165(26H/RIGHT) -> P72(26J/RIGHT) -> P135(26I/RIGHT) -> P69(31I/RIGHT) -> P16(30I/RIGHT) -> P193(25J/RIGHT) -> P224(23D/RIGHT) -> P245(20I/RIGHT) -> P74(21H/RIGHT) -> P197(22I/RIGHT) -> P126(23H/RIGHT) -> P166(25I/RIGHT) -> P247(29I/RIGHT) -> P59(27E/RIGHT) -> P70(30H/RIGHT) -> P207(30E/RIGHT) -> P40(31F/RIGHT) -> P42(27F/RIGHT) -> P318(26D/RIGHT) -> P297(29F/RIGHT) -> P208(27H/RIGHT) -> P10(30G/RIGHT) -> P43(28G/RIGHT) -> P147(29J/RIGHT) -> P269(29H/RIGHT) -> P12(31J/RIGHT) -> P22(32G/RIGHT) -> P96(32H/RIGHT) -> P31(36E/RIGHT) -> P44(32J/RIGHT) -> P228(34J/RIGHT) -> P279(35I/RIGHT) -> P335(36J/RIGHT) -> P196(34E/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 165 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 33 Total blocked ticks: 98277 Total stationary ticks: 528424 Seat-event requests: 2712 Failed seat-event starts: 2513 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 196 Critical blocker identity: P196->34E(RIGHT) Direct fan-out: 1 Total indirect descendants: 33 Critical tree size including blocker: 34 Critical tree depth: 34 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 36 Unresolved outside passengers: 118 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P196(34E/RIGHT/WAITING_FOR_SEAT_EVENT) P335(36J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P279(35I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P228(34J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P44(32J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P31(36E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P96(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P22(32G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P12(31J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P269(29H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P147(29J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P43(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P10(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P208(27H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P297(29F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P318(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P42(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P40(31F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P207(30E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P70(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P59(27E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P247(29I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P166(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P126(23H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P197(22I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P74(21H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P245(20I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P224(23D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P193(25J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P16(30I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P69(31I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P135(26I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P72(26J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P165(26H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 2512 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 35|36 Critical blocker unavailable yield tiles: 35|36 Critical blocker yield-tile occupants: 231|276 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 2 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 2512 Rear-boundary failures: 1 Middle-bank reservation failures: 4 Active-event deferrals: 446 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 2 Trace length: 1 Yield-occupant trace: yieldOccupant[231]: P231(35J/RIGHT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[276]: P276(36I/RIGHT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P276->36I(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: false Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P231{seat=35J,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=35,directBlocker=-1,lastMoveTick=168,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} || P276{seat=36I,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=167,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 35|36 Current unavailable yield tiles: 35|36 Current yield-tile occupants: 231|276 Final row-event chain: 196|231 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2717\nPrecedence substitutions made: 5\nDependency chains followed: 2519\nBlocked by waiting-row occupant: 5033\nSubstituted events started: 2\nOccupied-space rejections: 10119\nMaximum scheduling-chain depth: 3\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 27 | standardDataset=353/353 (100.00%) | overlapZoneDataset=199/353 (56.37%) | seatedDelta=-154 | completionDelta=-43.63% | outsideDelta=+118 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | overlapZoneWorse=true | standardFamily=COMPLETE_CABIN | overlapZoneFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 20 OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 22:59:04 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 28 Scenario seed: 246091010528561545 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.05% Blocker-prone seat share (topology component): 60.34% Aisle-assignment balance: 96.88% OUTCOME ------- Status: SUCCESS Completed ticks: 1319 Passengers seated: 353/353 Average waiting ticks: 602.32 Longest waiting passenger: P36->10I(RIGHT) Longest waiting ticks: 1278 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 39 Regions dissolved: 2 Repeated reconstructions avoided: 39 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2983 Maximum occupied tiles: 13 Seat events: 171 Single-blocker events: 42 Multiple-blocker events: 20 Temporary aisle reoccupations: 84 RIGHT AISLE ----------- Total moves: 3263 Maximum occupied tiles: 15 Seat events: 182 Single-blocker events: 47 Multiple-blocker events: 27 Temporary aisle reoccupations: 108 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 158 Reservations granted: 158 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7403 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8981 Total stationary ticks: 218852 Seat-event requests: 373 Failed seat-event starts: 20 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 798 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 20 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 798 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 373\nPrecedence substitutions made: 3\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 3\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 20 OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 22:59:04 Experiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 28 Scenario seed: 246091010528561545 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET Row-zone concentration (diagnostic control): 28.05% Blocker-prone seat share (topology component): 60.34% Aisle-assignment balance: 96.88% OUTCOME ------- Status: SUCCESS Completed ticks: 1287 Passengers seated: 353/353 Average waiting ticks: 593.82 Longest waiting passenger: P345->3D(RIGHT) Longest waiting ticks: 1268 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles25-27:occupied=3:anchor=P225:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 14 Regions dissolved: 1 Repeated reconstructions avoided: 14 Largest region lifetime: 15 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=15 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2983 Maximum occupied tiles: 19 Seat events: 171 Single-blocker events: 42 Multiple-blocker events: 19 Temporary aisle reoccupations: 82 RIGHT AISLE ----------- Total moves: 3263 Maximum occupied tiles: 19 Seat events: 182 Single-blocker events: 45 Multiple-blocker events: 29 Temporary aisle reoccupations: 110 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 146 Reservations granted: 146 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 13863 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 15034 Total stationary ticks: 222111 Seat-event requests: 365 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 630 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 3 Middle-bank reservation failures: 0 Active-event deferrals: 630 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 364\nPrecedence substitutions made: 8\nDependency chains followed: 8\nBlocked by waiting-row occupant: 8\nSubstituted events started: 10\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 28 | standardDataset=353/353 (100.00%) | overlapZoneDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | overlapZoneWorse=false | standardFamily=COMPLETE_CABIN | overlapZoneFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 20 OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 22:59:04 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 29 Scenario seed: 4203914317130684635 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.05% Blocker-prone seat share (topology component): 67.57% Aisle-assignment balance: 99.61% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2413 Passengers seated: 257/259 Average waiting ticks: 430.23 Longest waiting passenger: P157->31I(RIGHT) Longest waiting ticks: 2353 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1895 Maximum occupied tiles: 12 Seat events: 130 Single-blocker events: 30 Multiple-blocker events: 13 Temporary aisle reoccupations: 56 RIGHT AISLE ----------- Total moves: 2013 Maximum occupied tiles: 12 Seat events: 127 Single-blocker events: 38 Multiple-blocker events: 9 Temporary aisle reoccupations: 56 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 89 Reservations granted: 89 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4711 Longest unresolved passenger ID: 177 Longest unresolved row: 32 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P177(32G/RIGHT) -> P157(31I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 177 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 9006 Total stationary ticks: 116891 Seat-event requests: 1811 Failed seat-event starts: 1554 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 157 Critical blocker identity: P157->31I(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P157(31I/RIGHT/WAITING_FOR_SEAT_EVENT) P177(32G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1544 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 32|33 Critical blocker unavailable yield tiles: 33 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 10 Rear-boundary failures: 1544 Middle-bank reservation failures: 0 Active-event deferrals: 630 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 32|33 Current unavailable yield tiles: 33 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1811\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 20 OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 22:59:04 Experiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 29 Scenario seed: 4203914317130684635 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET Row-zone concentration (diagnostic control): 32.05% Blocker-prone seat share (topology component): 67.57% Aisle-assignment balance: 99.61% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2401 Passengers seated: 256/259 Average waiting ticks: 433.42 Longest waiting passenger: P157->31I(RIGHT) Longest waiting ticks: 2310 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 0 Rejected cluster candidates: 1 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2235 Regions dissolved: 0 Repeated reconstructions avoided: 2235 Largest region lifetime: 2236 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2236:occupied=3 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1689 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1895 Maximum occupied tiles: 16 Seat events: 130 Single-blocker events: 31 Multiple-blocker events: 13 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 2013 Maximum occupied tiles: 19 Seat events: 126 Single-blocker events: 38 Multiple-blocker events: 8 Temporary aisle reoccupations: 54 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 91 Reservations granted: 89 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8721 Longest unresolved passenger ID: 177 Longest unresolved row: 32 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P177(32G/RIGHT) -> P157(31I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 177 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 16197 Total stationary ticks: 122253 Seat-event requests: 1953 Failed seat-event starts: 1697 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 157 Critical blocker identity: P157->31I(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P157(31I/RIGHT/WAITING_FOR_SEAT_EVENT) P177(32G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1693 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 32|33 Critical blocker unavailable yield tiles: 32|33 Critical blocker yield-tile occupants: 95|-1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 4 Rear-boundary failures: 1693 Middle-bank reservation failures: 2 Active-event deferrals: 1276 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[95]: P95(32E/RIGHT/WAITING_AT_ROW@tile32) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P95->32E(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: P95{seat=32E,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=32,directBlocker=-1,lastMoveTick=163,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 32|33 Current unavailable yield tiles: 32|33 Current yield-tile occupants: 95|-1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1955\nPrecedence substitutions made: 6\nDependency chains followed: 1698\nBlocked by waiting-row occupant: 1698\nSubstituted events started: 4\nOccupied-space rejections: 1701\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 29 | standardDataset=257/259 (99.23%) | overlapZoneDataset=256/259 (98.84%) | seatedDelta=-1 | completionDelta=-0.39% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | overlapZoneWorse=true | standardFamily=REAR_BOUNDARY_LOCK | overlapZoneFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 20 OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 22:59:04 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 30 Scenario seed: -7557663346310737177 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.07% Blocker-prone seat share (topology component): 59.06% Aisle-assignment balance: 98.25% OUTCOME ------- Status: SUCCESS Completed ticks: 1236 Passengers seated: 342/342 Average waiting ticks: 564.65 Longest waiting passenger: P20->31I(RIGHT) Longest waiting ticks: 1184 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 5 Clusters detected: 5 Activations without intervention: 6 Cluster candidates evaluated: 4 Executable cluster candidates: 4 Rejected cluster candidates: 0 Cluster selections: 4 Cluster-selected events started: 5 Largest detected cluster: 7 Selected release potential total: 16 Last cluster decision: RIGHT:tiles20-22:occupied=3:anchor=P236:selected=P293:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 5 Region updates: 88 Regions dissolved: 5 Repeated reconstructions avoided: 88 Largest region lifetime: 35 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R5:lifetime=9 Confirmation deferral ticks: 8 Regions reaching confirmation: 3 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 4 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2986 Maximum occupied tiles: 14 Seat events: 168 Single-blocker events: 37 Multiple-blocker events: 26 Temporary aisle reoccupations: 94 RIGHT AISLE ----------- Total moves: 2895 Maximum occupied tiles: 16 Seat events: 174 Single-blocker events: 43 Multiple-blocker events: 31 Temporary aisle reoccupations: 110 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 159 Reservations granted: 159 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7405 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9317 Total stationary ticks: 199595 Seat-event requests: 382 Failed seat-event starts: 40 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 861 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 40 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 861 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 378\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 14\nOccupied-space rejections: 50\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 20 OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION ============================================================ Date/Time: 2026-07-16 22:59:04 Experiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 30 Scenario seed: -7557663346310737177 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET Row-zone concentration (diagnostic control): 28.07% Blocker-prone seat share (topology component): 59.06% Aisle-assignment balance: 98.25% OUTCOME ------- Status: SUCCESS Completed ticks: 1206 Passengers seated: 342/342 Average waiting ticks: 557.05 Longest waiting passenger: P203->4H(RIGHT) Longest waiting ticks: 1186 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles20-22:occupied=3:anchor=P236:selected=P205:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 22 Regions dissolved: 2 Repeated reconstructions avoided: 22 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=11 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2986 Maximum occupied tiles: 19 Seat events: 168 Single-blocker events: 39 Multiple-blocker events: 26 Temporary aisle reoccupations: 98 RIGHT AISLE ----------- Total moves: 2895 Maximum occupied tiles: 19 Seat events: 174 Single-blocker events: 42 Multiple-blocker events: 30 Temporary aisle reoccupations: 106 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 148 Reservations granted: 147 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 13803 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 15036 Total stationary ticks: 203008 Seat-event requests: 353 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 652 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 652 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 353\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 11\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 30 | standardDataset=342/342 (100.00%) | overlapZoneDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | overlapZoneWorse=false | standardFamily=COMPLETE_CABIN | overlapZoneFamily=COMPLETE_CABIN ************************************************************ BATCH EXPERIMENT SUMMARY RESEARCH EXPERIMENT 20 OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION ************************************************************ Experiment seed: 2083790101901 Scenarios executed: 60 Successful completions: 33 Incomplete/MAX_TICKS: 27 Average completed ticks: 1611.40 Average waiting ticks: 563.61 ************************************************************ ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 21 COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT ============================================================ Date/Time: 2026-07-16 23:07:51 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 1 Scenario seed: -4248938912819631269 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 98.72% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2327 Passengers seated: 221/235 Average waiting ticks: 455.32 Longest waiting passenger: P6->10H(RIGHT) Longest waiting ticks: 2327 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 3 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles25-27:occupied=3:anchor=P29:selected=P181:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 15 Regions dissolved: 1 Repeated reconstructions avoided: 15 Largest region lifetime: 16 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=16 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1708 Maximum occupied tiles: 13 Seat events: 116 Single-blocker events: 28 Multiple-blocker events: 19 Temporary aisle reoccupations: 71 RIGHT AISLE ----------- Total moves: 1555 Maximum occupied tiles: 12 Seat events: 105 Single-blocker events: 26 Multiple-blocker events: 9 Temporary aisle reoccupations: 48 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1717 Reservations granted: 1709 Reservations denied/waited: 8 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 8 Remaining moving in aisle: 3 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 5451 Longest unresolved passenger ID: 6 Longest unresolved row: 10 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P82(30E/RIGHT) -> P15(6G/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 82 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 15044 Total stationary ticks: 115476 Seat-event requests: 1820 Failed seat-event starts: 1599 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 15 Critical blocker identity: P15->6G(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 6 Unresolved outside passengers: 8 Unresolved internal passengers outside critical tree: 4 Critical blocker tree: P15(6G/RIGHT/WAITING_FOR_SEAT_EVENT) P82(30E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1599 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1599 Rear-boundary failures: 0 Middle-bank reservation failures: 8 Active-event deferrals: 519 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_SPACE_AVAILABLE Final snapshot prerequisite: YIELD_SPACE_AVAILABLE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: YIELD_SPACE_AVAILABLE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1828\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 4\nOccupied-space rejections: 1601\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 21 COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT ============================================================ Date/Time: 2026-07-16 23:07:51 Experiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 1 Scenario seed: -4248938912819631269 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 98.72% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 1820 Passengers seated: 83/235 Average waiting ticks: 943.38 Longest waiting passenger: P0->3F(RIGHT) Longest waiting ticks: 1820 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 38 Cluster candidates evaluated: 116 Executable cluster candidates: 0 Rejected cluster candidates: 116 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 29 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1706 Regions dissolved: 0 Repeated reconstructions avoided: 1706 Largest region lifetime: 1707 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1707:occupied=29 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1521 State changes reopening evaluation: 37 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1301 Maximum occupied tiles: 29 Seat events: 40 Single-blocker events: 6 Multiple-blocker events: 2 Temporary aisle reoccupations: 10 RIGHT AISLE ----------- Total moves: 1224 Maximum occupied tiles: 20 Seat events: 43 Single-blocker events: 10 Multiple-blocker events: 5 Temporary aisle reoccupations: 22 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1598 Reservations granted: 1591 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 1498 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 103 Remaining moving in aisle: 41 Remaining waiting at row: 8 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 62106 Longest unresolved passenger ID: 0 Longest unresolved row: 3 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 20 Longest dependency chain: P166(13F/LEFT) -> P10(16D/LEFT) -> P67(14A/LEFT) -> P58(13D/LEFT) -> P31(12C/LEFT) -> P229(15D/LEFT) -> P207(14B/LEFT) -> P199(13A/LEFT) -> P123(12A/LEFT) -> P116(14C/LEFT) -> P80(18E/LEFT) -> P121(15A/LEFT) -> P164(17B/LEFT) -> P4(15B/LEFT) -> P19(18B/LEFT) -> P151(20A/LEFT) -> P204(19A/LEFT) -> P160(19B/LEFT) -> P57(21B/LEFT) -> P69(20F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 166 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 41 Total blocked ticks: 79561 Total stationary ticks: 288237 Seat-event requests: 1650 Failed seat-event starts: 1567 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 69 Critical blocker identity: P69->20F(LEFT) Direct fan-out: 1 Total indirect descendants: 19 Critical tree size including blocker: 20 Critical tree depth: 20 Frozen internal components: 8 Terminal WAITING_FOR_SEAT_EVENT nodes: 8 Unresolved internal passengers: 49 Unresolved outside passengers: 103 Unresolved internal passengers outside critical tree: 29 Critical blocker tree: P69(20F/LEFT/WAITING_FOR_SEAT_EVENT) P57(21B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P160(19B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P204(19A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P151(20A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P19(18B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P4(15B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P164(17B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P121(15A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P80(18E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P116(14C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P123(12A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P199(13A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P207(14B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P229(15D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P31(12C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P58(13D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P67(14A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P10(16D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P166(13F/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1543 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 21 Critical blocker unavailable yield tiles: 21 Critical blocker yield-tile occupants: 124 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 4 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1543 Rear-boundary failures: 24 Middle-bank reservation failures: 7 Active-event deferrals: 362 Simultaneous arbitration losses: 1498 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[124]: P124(21F/LEFT/WAITING_AT_ROW@tile21) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P124->21F(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P124{seat=21F,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=21,directBlocker=-1,lastMoveTick=303,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 21 Current unavailable yield tiles: 21 Current yield-tile occupants: 124 Final row-event chain: 69|124 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 7 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3155\nPrecedence substitutions made: 1495\nDependency chains followed: 3020\nBlocked by waiting-row occupant: 6032\nSubstituted events started: 0\nOccupied-space rejections: 18281\nMaximum scheduling-chain depth: 4\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 01 | standardDataset=221/235 (94.04%) | completionTriggeredDataset=83/235 (35.32%) | seatedDelta=-138 | completionDelta=-58.72% | outsideDelta=+95 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | completionTriggeredWorse=true | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | completionTriggeredFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 21 COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT ============================================================ Date/Time: 2026-07-16 23:07:51 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 2 Scenario seed: 2182383722134259186 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 75.46% Aisle-assignment balance: 97.22% OUTCOME ------- Status: SUCCESS Completed ticks: 784 Passengers seated: 216/216 Average waiting ticks: 350.50 Longest waiting passenger: P151->14E(LEFT) Longest waiting ticks: 733 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 39 Regions dissolved: 2 Repeated reconstructions avoided: 39 Largest region lifetime: 33 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=33 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1653 Maximum occupied tiles: 15 Seat events: 111 Single-blocker events: 23 Multiple-blocker events: 10 Temporary aisle reoccupations: 48 RIGHT AISLE ----------- Total moves: 1511 Maximum occupied tiles: 11 Seat events: 105 Single-blocker events: 27 Multiple-blocker events: 4 Temporary aisle reoccupations: 36 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 117 Reservations granted: 114 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3806 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4946 Total stationary ticks: 78953 Seat-event requests: 222 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 568 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 568 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 225\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 21 COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT ============================================================ Date/Time: 2026-07-16 23:07:52 Experiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 2 Scenario seed: 2182383722134259186 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 75.46% Aisle-assignment balance: 97.22% OUTCOME ------- Status: SUCCESS Completed ticks: 777 Passengers seated: 216/216 Average waiting ticks: 342.95 Longest waiting passenger: P47->6B(LEFT) Longest waiting ticks: 765 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1653 Maximum occupied tiles: 19 Seat events: 111 Single-blocker events: 24 Multiple-blocker events: 11 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 1511 Maximum occupied tiles: 17 Seat events: 105 Single-blocker events: 26 Multiple-blocker events: 3 Temporary aisle reoccupations: 33 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 115 Reservations granted: 110 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 2 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7595 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8347 Total stationary ticks: 80993 Seat-event requests: 219 Failed seat-event starts: 3 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 335 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1 Rear-boundary failures: 2 Middle-bank reservation failures: 5 Active-event deferrals: 335 Simultaneous arbitration losses: 2 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 226\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 2\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 02 | standardDataset=216/216 (100.00%) | completionTriggeredDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | completionTriggeredWorse=false | standardFamily=COMPLETE_CABIN | completionTriggeredFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 21 COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT ============================================================ Date/Time: 2026-07-16 23:07:52 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 3 Scenario seed: -1064509833421198483 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.78% Blocker-prone seat share (topology component): 60.46% Aisle-assignment balance: 90.85% OUTCOME ------- Status: SUCCESS Completed ticks: 1221 Passengers seated: 306/306 Average waiting ticks: 527.75 Longest waiting passenger: P261->32E(LEFT) Longest waiting ticks: 1159 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: LEFT:tiles19-21:occupied=3:anchor=P59:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 9 Regions dissolved: 1 Repeated reconstructions avoided: 9 Largest region lifetime: 10 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=10 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2940 Maximum occupied tiles: 13 Seat events: 167 Single-blocker events: 44 Multiple-blocker events: 18 Temporary aisle reoccupations: 83 RIGHT AISLE ----------- Total moves: 2427 Maximum occupied tiles: 14 Seat events: 139 Single-blocker events: 36 Multiple-blocker events: 10 Temporary aisle reoccupations: 56 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 125 Reservations granted: 123 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6313 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8018 Total stationary ticks: 166969 Seat-event requests: 316 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 875 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 875 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 318\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 21 COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT ============================================================ Date/Time: 2026-07-16 23:07:52 Experiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 3 Scenario seed: -1064509833421198483 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET Row-zone concentration (diagnostic control): 27.78% Blocker-prone seat share (topology component): 60.46% Aisle-assignment balance: 90.85% OUTCOME ------- Status: SUCCESS Completed ticks: 1175 Passengers seated: 306/306 Average waiting ticks: 512.64 Longest waiting passenger: P205->3F(LEFT) Longest waiting ticks: 1165 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: LEFT:tiles7-9:occupied=3:anchor=P44:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 10 Regions dissolved: 1 Repeated reconstructions avoided: 10 Largest region lifetime: 11 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=11 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2940 Maximum occupied tiles: 17 Seat events: 167 Single-blocker events: 44 Multiple-blocker events: 22 Temporary aisle reoccupations: 91 RIGHT AISLE ----------- Total moves: 2427 Maximum occupied tiles: 19 Seat events: 139 Single-blocker events: 36 Multiple-blocker events: 6 Temporary aisle reoccupations: 48 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 129 Reservations granted: 121 Reservations denied/waited: 8 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 12032 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 12885 Total stationary ticks: 167717 Seat-event requests: 313 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 443 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 8 Active-event deferrals: 443 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 321\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 6\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 03 | standardDataset=306/306 (100.00%) | completionTriggeredDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=2 | convertedToSuccess=false | completionTriggeredWorse=false | standardFamily=COMPLETE_CABIN | completionTriggeredFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 21 COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT ============================================================ Date/Time: 2026-07-16 23:07:52 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 4 Scenario seed: 7274058025060234938 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.77% Blocker-prone seat share (topology component): 75.88% Aisle-assignment balance: 93.86% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2365 Passengers seated: 226/228 Average waiting ticks: 398.28 Longest waiting passenger: P227->28F(LEFT) Longest waiting ticks: 2283 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 17 Regions dissolved: 1 Repeated reconstructions avoided: 17 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=18 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1789 Maximum occupied tiles: 14 Seat events: 119 Single-blocker events: 33 Multiple-blocker events: 12 Temporary aisle reoccupations: 59 RIGHT AISLE ----------- Total moves: 1509 Maximum occupied tiles: 10 Seat events: 107 Single-blocker events: 23 Multiple-blocker events: 10 Temporary aisle reoccupations: 44 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1622 Reservations granted: 1622 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4118 Longest unresolved passenger ID: 146 Longest unresolved row: 30 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 1 Longest dependency chain: P146(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 146 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8146 Total stationary ticks: 94195 Seat-event requests: 1739 Failed seat-event starts: 1513 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 146 Critical blocker identity: P146->30F(LEFT) Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 1 Critical tree depth: 1 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P146(30F/LEFT/WAITING_FOR_SEAT_EVENT) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1513 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1513 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 538 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 31|32|33 Current unavailable yield tiles: 31|32|33 Current yield-tile occupants: -1|-1|-1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1739\nPrecedence substitutions made: 2\nDependency chains followed: 1509\nBlocked by waiting-row occupant: 1509\nSubstituted events started: 2\nOccupied-space rejections: 1514\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 21 COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT ============================================================ Date/Time: 2026-07-16 23:07:52 Experiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 4 Scenario seed: 7274058025060234938 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET Row-zone concentration (diagnostic control): 33.77% Blocker-prone seat share (topology component): 75.88% Aisle-assignment balance: 93.86% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 1647 Passengers seated: 23/228 Average waiting ticks: 1104.47 Longest waiting passenger: P0->15A(LEFT) Longest waiting ticks: 1647 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 36 Cluster candidates evaluated: 34 Executable cluster candidates: 0 Rejected cluster candidates: 34 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 30 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 3092 Regions dissolved: 0 Repeated reconstructions avoided: 3092 Largest region lifetime: 1553 Maximum simultaneous active regions: 2 Regions active at termination: 2 Last lifecycle event: UPDATE:R2:age=1541:occupied=30 Confirmation deferral ticks: 3 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1516 State changes reopening evaluation: 34 Region priority competitions: 1518 Regions ranked: 3036 Hierarchical selections: 1518 Lower-priority evaluations deferred: 1513 Highest selected priority score: 33110 Left/right priority wins: 54/1464 Priority ties: 0 Last priority decision: LEFT:R1:score=32010 | RIGHT:R2:score=33110 | selected=RIGHT LEFT AISLE ---------- Total moves: 626 Maximum occupied tiles: 29 Seat events: 8 Single-blocker events: 3 Multiple-blocker events: 0 Temporary aisle reoccupations: 3 RIGHT AISLE ----------- Total moves: 811 Maximum occupied tiles: 30 Seat events: 15 Single-blocker events: 1 Multiple-blocker events: 0 Temporary aisle reoccupations: 1 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1533 Reservations granted: 1533 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 146 Remaining moving in aisle: 56 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 84815 Longest unresolved passenger ID: 0 Longest unresolved row: 15 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 30 Longest dependency chain: P162(17C/RIGHT) -> P205(17D/RIGHT) -> P113(17F/RIGHT) -> P151(21H/RIGHT) -> P191(18H/RIGHT) -> P165(19F/RIGHT) -> P83(20G/RIGHT) -> P11(17H/RIGHT) -> P159(18C/RIGHT) -> P133(19G/RIGHT) -> P173(25H/RIGHT) -> P80(20H/RIGHT) -> P96(26G/RIGHT) -> P137(21G/RIGHT) -> P223(25D/RIGHT) -> P89(22H/RIGHT) -> P107(24H/RIGHT) -> P115(25C/RIGHT) -> P167(23H/RIGHT) -> P161(23E/RIGHT) -> P217(24G/RIGHT) -> P206(23C/RIGHT) -> P139(25F/RIGHT) -> P225(26F/RIGHT) -> P124(26H/RIGHT) -> P152(27G/RIGHT) -> P119(29E/RIGHT) -> P209(30H/RIGHT) -> P5(30G/RIGHT) -> P14(30C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 162 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 56 Total blocked ticks: 90778 Total stationary ticks: 337826 Seat-event requests: 3095 Failed seat-event starts: 3072 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 14 Critical blocker identity: P14->30C(RIGHT) Direct fan-out: 1 Total indirect descendants: 29 Critical tree size including blocker: 30 Critical tree depth: 30 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 59 Unresolved outside passengers: 146 Unresolved internal passengers outside critical tree: 29 Critical blocker tree: P14(30C/RIGHT/WAITING_FOR_SEAT_EVENT) P5(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P209(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P119(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P152(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P124(26H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P225(26F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P139(25F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P206(23C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P217(24G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P161(23E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P167(23H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P115(25C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P107(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P89(22H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P223(25D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P137(21G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P96(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P80(20H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P173(25H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P133(19G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P159(18C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P11(17H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P83(20G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P165(19F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P191(18H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P151(21H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P113(17F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P205(17D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P162(17C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1552 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 31|32 Critical blocker unavailable yield tiles: 31|32 Critical blocker yield-tile occupants: -1|-1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1552 Rear-boundary failures: 1520 Middle-bank reservation failures: 0 Active-event deferrals: 36 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 31|32 Current unavailable yield tiles: 31|32 Current yield-tile occupants: -1|-1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3095\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 1552\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 04 | standardDataset=226/228 (99.12%) | completionTriggeredDataset=23/228 (10.09%) | seatedDelta=-203 | completionDelta=-89.04% | outsideDelta=+146 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | completionTriggeredWorse=true | standardFamily=REAR_BOUNDARY_LOCK | completionTriggeredFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 21 COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT ============================================================ Date/Time: 2026-07-16 23:07:52 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 5 Scenario seed: -6917015326788615388 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 245 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.43% Blocker-prone seat share (topology component): 65.71% Aisle-assignment balance: 94.69% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2418 Passengers seated: 239/245 Average waiting ticks: 410.04 Longest waiting passenger: P89->32A(LEFT) Longest waiting ticks: 2351 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 3 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 6 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1803 Regions dissolved: 0 Repeated reconstructions avoided: 1803 Largest region lifetime: 1804 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1804:occupied=6 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1677 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1777 Maximum occupied tiles: 14 Seat events: 110 Single-blocker events: 30 Multiple-blocker events: 10 Temporary aisle reoccupations: 50 RIGHT AISLE ----------- Total moves: 2014 Maximum occupied tiles: 12 Seat events: 129 Single-blocker events: 29 Multiple-blocker events: 9 Temporary aisle reoccupations: 47 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 84 Reservations granted: 84 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 5 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 9039 Longest unresolved passenger ID: 50 Longest unresolved row: 32 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 6 Longest dependency chain: P153(29A/LEFT) -> P175(30B/LEFT) -> P210(30C/LEFT) -> P107(32E/LEFT) -> P50(32D/LEFT) -> P89(32A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 153 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 5 Total blocked ticks: 15892 Total stationary ticks: 112835 Seat-event requests: 1931 Failed seat-event starts: 1692 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 89 Critical blocker identity: P89->32A(LEFT) Direct fan-out: 1 Total indirect descendants: 5 Critical tree size including blocker: 6 Critical tree depth: 6 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 6 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P89(32A/LEFT/WAITING_FOR_SEAT_EVENT) P50(32D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P107(32E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P210(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P175(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P153(29A/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1687 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 1 Critical blocker required yield tiles: 33 Critical blocker unavailable yield tiles: 33 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 1687 Middle-bank reservation failures: 0 Active-event deferrals: 579 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 1 Current required yield tiles: 33 Current unavailable yield tiles: 33 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1931\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 21 COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT ============================================================ Date/Time: 2026-07-16 23:07:52 Experiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 5 Scenario seed: -6917015326788615388 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 245 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET Row-zone concentration (diagnostic control): 31.43% Blocker-prone seat share (topology component): 65.71% Aisle-assignment balance: 94.69% OUTCOME ------- Status: SUCCESS Completed ticks: 901 Passengers seated: 245/245 Average waiting ticks: 399.84 Longest waiting passenger: P230->4F(RIGHT) Longest waiting ticks: 887 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1785 Maximum occupied tiles: 17 Seat events: 116 Single-blocker events: 31 Multiple-blocker events: 10 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 2014 Maximum occupied tiles: 18 Seat events: 129 Single-blocker events: 33 Multiple-blocker events: 9 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 83 Reservations granted: 83 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8590 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9218 Total stationary ticks: 105589 Seat-event requests: 245 Failed seat-event starts: 0 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 358 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 0 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 358 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 3\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 05 | standardDataset=239/245 (97.55%) | completionTriggeredDataset=245/245 (100.00%) | seatedDelta=+6 | completionDelta=+2.45% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=true | completionTriggeredWorse=false | standardFamily=REAR_BOUNDARY_LOCK | completionTriggeredFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 21 COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT ============================================================ Date/Time: 2026-07-16 23:07:52 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 6 Scenario seed: -6052676718379281108 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.09% Blocker-prone seat share (topology component): 61.42% Aisle-assignment balance: 98.15% OUTCOME ------- Status: SUCCESS Completed ticks: 1176 Passengers seated: 324/324 Average waiting ticks: 531.73 Longest waiting passenger: P170->33I(RIGHT) Longest waiting ticks: 1101 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R2:age=2:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 32 Regions dissolved: 2 Repeated reconstructions avoided: 32 Largest region lifetime: 19 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=19 Confirmation deferral ticks: 3 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2704 Maximum occupied tiles: 15 Seat events: 159 Single-blocker events: 38 Multiple-blocker events: 16 Temporary aisle reoccupations: 75 RIGHT AISLE ----------- Total moves: 2998 Maximum occupied tiles: 16 Seat events: 165 Single-blocker events: 54 Multiple-blocker events: 18 Temporary aisle reoccupations: 93 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 145 Reservations granted: 142 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7449 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9042 Total stationary ticks: 178799 Seat-event requests: 340 Failed seat-event starts: 16 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 755 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 16 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 755 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 343\nPrecedence substitutions made: 9\nDependency chains followed: 11\nBlocked by waiting-row occupant: 11\nSubstituted events started: 10\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 21 COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT ============================================================ Date/Time: 2026-07-16 23:07:52 Experiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 6 Scenario seed: -6052676718379281108 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET Row-zone concentration (diagnostic control): 28.09% Blocker-prone seat share (topology component): 61.42% Aisle-assignment balance: 98.15% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2624 Passengers seated: 319/324 Average waiting ticks: 544.70 Longest waiting passenger: P170->33I(RIGHT) Longest waiting ticks: 2526 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 3 Cluster candidates evaluated: 6 Executable cluster candidates: 0 Rejected cluster candidates: 6 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 5 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2436 Regions dissolved: 0 Repeated reconstructions avoided: 2436 Largest region lifetime: 2437 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2437:occupied=5 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1732 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2704 Maximum occupied tiles: 20 Seat events: 159 Single-blocker events: 36 Multiple-blocker events: 15 Temporary aisle reoccupations: 70 RIGHT AISLE ----------- Total moves: 2996 Maximum occupied tiles: 21 Seat events: 160 Single-blocker events: 53 Multiple-blocker events: 18 Temporary aisle reoccupations: 91 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1839 Reservations granted: 1834 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 12978 Longest unresolved passenger ID: 122 Longest unresolved row: 36 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P122(36H/RIGHT) -> P95(35F/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 122 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 25943 Total stationary ticks: 190666 Seat-event requests: 2075 Failed seat-event starts: 1756 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 95 Critical blocker identity: P95->35F(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P95(35F/RIGHT/WAITING_FOR_SEAT_EVENT) P122(36H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 2601 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 1 Critical blocker required yield tiles: 36 Critical blocker unavailable yield tiles: 36 Critical blocker yield-tile occupants: 13 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 2 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1755 Rear-boundary failures: 1 Middle-bank reservation failures: 5 Active-event deferrals: 2601 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[13]: P13(36E/RIGHT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P13->36E(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: P13{seat=36E,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=148,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 36 Current unavailable yield tiles: 36 Current yield-tile occupants: 13 Final row-event chain: 95|13 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 4 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2080\nPrecedence substitutions made: 2\nDependency chains followed: 1704\nBlocked by waiting-row occupant: 1704\nSubstituted events started: 3\nOccupied-space rejections: 6942\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 06 | standardDataset=324/324 (100.00%) | completionTriggeredDataset=319/324 (98.46%) | seatedDelta=-5 | completionDelta=-1.54% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | completionTriggeredWorse=true | standardFamily=COMPLETE_CABIN | completionTriggeredFamily=LINKED_ROW_EVENT_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 21 COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT ============================================================ Date/Time: 2026-07-16 23:07:52 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 7 Scenario seed: -4884639050347842300 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.39% Blocker-prone seat share (topology component): 67.15% Aisle-assignment balance: 95.62% OUTCOME ------- Status: SUCCESS Completed ticks: 1030 Passengers seated: 274/274 Average waiting ticks: 463.15 Longest waiting passenger: P183->19E(RIGHT) Longest waiting ticks: 980 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles21-23:occupied=3:anchor=P164:selected=P134:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2017 Maximum occupied tiles: 14 Seat events: 131 Single-blocker events: 38 Multiple-blocker events: 12 Temporary aisle reoccupations: 62 RIGHT AISLE ----------- Total moves: 2235 Maximum occupied tiles: 10 Seat events: 143 Single-blocker events: 48 Multiple-blocker events: 14 Temporary aisle reoccupations: 76 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 98 Reservations granted: 98 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4791 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5929 Total stationary ticks: 130757 Seat-event requests: 286 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 595 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 595 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 285\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 21 COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT ============================================================ Date/Time: 2026-07-16 23:07:52 Experiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 7 Scenario seed: -4884639050347842300 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET Row-zone concentration (diagnostic control): 31.39% Blocker-prone seat share (topology component): 67.15% Aisle-assignment balance: 95.62% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2417 Passengers seated: 148/274 Average waiting ticks: 1087.73 Longest waiting passenger: P4->4H(RIGHT) Longest waiting ticks: 2417 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 38 Cluster candidates evaluated: 68 Executable cluster candidates: 0 Rejected cluster candidates: 68 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 31 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2271 Regions dissolved: 0 Repeated reconstructions avoided: 2271 Largest region lifetime: 2272 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2272:occupied=31 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 2221 State changes reopening evaluation: 37 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2017 Maximum occupied tiles: 17 Seat events: 131 Single-blocker events: 33 Multiple-blocker events: 9 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 954 Maximum occupied tiles: 31 Seat events: 17 Single-blocker events: 5 Multiple-blocker events: 1 Temporary aisle reoccupations: 7 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 2310 Reservations granted: 2310 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 95 Remaining moving in aisle: 28 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 62834 Longest unresolved passenger ID: 4 Longest unresolved row: 4 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 26 Longest dependency chain: P95(19H/RIGHT) -> P69(22E/RIGHT) -> P44(21F/RIGHT) -> P47(20D/RIGHT) -> P137(26H/RIGHT) -> P243(22G/RIGHT) -> P145(27H/RIGHT) -> P219(21D/RIGHT) -> P259(26G/RIGHT) -> P42(21H/RIGHT) -> P127(28G/RIGHT) -> P70(28D/RIGHT) -> P148(28H/RIGHT) -> P185(25H/RIGHT) -> P168(25I/RIGHT) -> P218(28I/RIGHT) -> P7(25G/RIGHT) -> P132(25F/RIGHT) -> P205(27G/RIGHT) -> P41(24H/RIGHT) -> P105(24D/RIGHT) -> P109(27F/RIGHT) -> P12(24I/RIGHT) -> P85(28F/RIGHT) -> P172(26I/RIGHT) -> P270(26E/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 95 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 28 Total blocked ticks: 75382 Total stationary ticks: 365659 Seat-event requests: 2411 Failed seat-event starts: 2263 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 270 Critical blocker identity: P270->26E(RIGHT) Direct fan-out: 1 Total indirect descendants: 25 Critical tree size including blocker: 26 Critical tree depth: 26 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 31 Unresolved outside passengers: 95 Unresolved internal passengers outside critical tree: 5 Critical blocker tree: P270(26E/RIGHT/WAITING_FOR_SEAT_EVENT) P172(26I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P85(28F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P12(24I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P109(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P105(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P41(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P205(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P132(25F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P7(25G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P218(28I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P168(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P185(25H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P148(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P70(28D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P127(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P42(21H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P259(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P219(21D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P145(27H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P243(22G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P137(26H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P47(20D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P44(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P69(22E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P95(19H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 2263 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 27 Critical blocker unavailable yield tiles: 27 Critical blocker yield-tile occupants: 117 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 2263 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 238 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 3 Yield-occupant trace: yieldOccupant[117]: P117(31E/RIGHT/MOVING_IN_AISLE@tile27) -> P128(31H/RIGHT/MOVING_IN_AISLE@tile28) -> P167(29D/RIGHT/WAITING_AT_ROW@tile29) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P167->29D(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P117{seat=31E,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=27,directBlocker=128,lastMoveTick=158,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 27 Current unavailable yield tiles: 27 Current yield-tile occupants: 117 Final row-event chain: 270|117|128|167 Final row-event chain length: 4 Distinct row events in chain: 4 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2411\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 2294\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 07 | standardDataset=274/274 (100.00%) | completionTriggeredDataset=148/274 (54.01%) | seatedDelta=-126 | completionDelta=-45.99% | outsideDelta=+95 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | completionTriggeredWorse=true | standardFamily=COMPLETE_CABIN | completionTriggeredFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 21 COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT ============================================================ Date/Time: 2026-07-16 23:07:52 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 8 Scenario seed: 5987859498965562411 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.77% Blocker-prone seat share (topology component): 76.56% Aisle-assignment balance: 93.75% OUTCOME ------- Status: SUCCESS Completed ticks: 722 Passengers seated: 192/192 Average waiting ticks: 309.84 Longest waiting passenger: P6->4H(RIGHT) Longest waiting ticks: 667 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1286 Maximum occupied tiles: 12 Seat events: 90 Single-blocker events: 17 Multiple-blocker events: 6 Temporary aisle reoccupations: 30 RIGHT AISLE ----------- Total moves: 1496 Maximum occupied tiles: 11 Seat events: 102 Single-blocker events: 22 Multiple-blocker events: 7 Temporary aisle reoccupations: 37 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 99 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3347 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4372 Total stationary ticks: 62355 Seat-event requests: 198 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 512 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 512 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 198\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 21 COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT ============================================================ Date/Time: 2026-07-16 23:07:52 Experiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 8 Scenario seed: 5987859498965562411 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET Row-zone concentration (diagnostic control): 31.77% Blocker-prone seat share (topology component): 76.56% Aisle-assignment balance: 93.75% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2123 Passengers seated: 112/192 Average waiting ticks: 733.74 Longest waiting passenger: P2->8C(RIGHT) Longest waiting ticks: 2123 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 32 Cluster candidates evaluated: 28 Executable cluster candidates: 0 Rejected cluster candidates: 28 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 30 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2000 Regions dissolved: 0 Repeated reconstructions avoided: 2000 Largest region lifetime: 2001 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2001:occupied=30 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1922 State changes reopening evaluation: 31 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1286 Maximum occupied tiles: 16 Seat events: 90 Single-blocker events: 18 Multiple-blocker events: 1 Temporary aisle reoccupations: 21 RIGHT AISLE ----------- Total moves: 982 Maximum occupied tiles: 30 Seat events: 22 Single-blocker events: 5 Multiple-blocker events: 0 Temporary aisle reoccupations: 5 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 2013 Reservations granted: 2013 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 50 Remaining moving in aisle: 28 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 54270 Longest unresolved passenger ID: 2 Longest unresolved row: 8 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 26 Longest dependency chain: P65(13H/RIGHT) -> P82(18G/RIGHT) -> P92(14E/RIGHT) -> P174(20G/RIGHT) -> P119(20H/RIGHT) -> P107(21H/RIGHT) -> P55(19G/RIGHT) -> P179(19F/RIGHT) -> P113(19H/RIGHT) -> P181(18D/RIGHT) -> P124(17F/RIGHT) -> P178(18H/RIGHT) -> P95(19C/RIGHT) -> P84(20D/RIGHT) -> P158(19D/RIGHT) -> P1(17G/RIGHT) -> P62(24G/RIGHT) -> P104(20F/RIGHT) -> P33(23H/RIGHT) -> P166(25G/RIGHT) -> P69(23G/RIGHT) -> P54(25H/RIGHT) -> P105(25C/RIGHT) -> P76(25D/RIGHT) -> P120(26F/RIGHT) -> P114(26D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 65 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 28 Total blocked ticks: 62789 Total stationary ticks: 199021 Seat-event requests: 2071 Failed seat-event starts: 1959 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 114 Critical blocker identity: P114->26D(RIGHT) Direct fan-out: 1 Total indirect descendants: 25 Critical tree size including blocker: 26 Critical tree depth: 26 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 30 Unresolved outside passengers: 50 Unresolved internal passengers outside critical tree: 4 Critical blocker tree: P114(26D/RIGHT/WAITING_FOR_SEAT_EVENT) P120(26F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P76(25D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P105(25C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P54(25H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P69(23G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P166(25G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P33(23H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P104(20F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P62(24G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P1(17G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P158(19D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P84(20D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P95(19C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P178(18H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P124(17F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P181(18D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P113(19H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P179(19F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P55(19G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P107(21H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P119(20H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P174(20G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P92(14E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P82(18G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P65(13H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1941 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 27 Critical blocker unavailable yield tiles: 27 Critical blocker yield-tile occupants: 50 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 2 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1941 Rear-boundary failures: 18 Middle-bank reservation failures: 0 Active-event deferrals: 204 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 4 Yield-occupant trace: yieldOccupant[50]: P50(30H/RIGHT/MOVING_IN_AISLE@tile27) -> P172(29G/RIGHT/MOVING_IN_AISLE@tile28) -> P117(30G/RIGHT/MOVING_IN_AISLE@tile29) -> P151(30E/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P151->30E(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P50{seat=30H,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=27,directBlocker=172,lastMoveTick=135,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 27 Current unavailable yield tiles: 27 Current yield-tile occupants: 50 Final row-event chain: 114|50|172|117|151 Final row-event chain length: 5 Distinct row events in chain: 5 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2071\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1942\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 08 | standardDataset=192/192 (100.00%) | completionTriggeredDataset=112/192 (58.33%) | seatedDelta=-80 | completionDelta=-41.67% | outsideDelta=+50 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | completionTriggeredWorse=true | standardFamily=COMPLETE_CABIN | completionTriggeredFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 21 COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT ============================================================ Date/Time: 2026-07-16 23:07:52 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 9 Scenario seed: 7140648722707885309 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.26% Blocker-prone seat share (topology component): 73.15% Aisle-assignment balance: 95.37% OUTCOME ------- Status: SUCCESS Completed ticks: 808 Passengers seated: 216/216 Average waiting ticks: 349.20 Longest waiting passenger: P151->29F(LEFT) Longest waiting ticks: 737 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 51 Regions dissolved: 2 Repeated reconstructions avoided: 51 Largest region lifetime: 35 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1614 Maximum occupied tiles: 12 Seat events: 113 Single-blocker events: 26 Multiple-blocker events: 8 Temporary aisle reoccupations: 46 RIGHT AISLE ----------- Total moves: 1539 Maximum occupied tiles: 12 Seat events: 103 Single-blocker events: 22 Multiple-blocker events: 9 Temporary aisle reoccupations: 42 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 119 Reservations granted: 119 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4087 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5106 Total stationary ticks: 78919 Seat-event requests: 224 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 487 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 487 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 224\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 21 COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT ============================================================ Date/Time: 2026-07-16 23:07:52 Experiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 9 Scenario seed: 7140648722707885309 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET Row-zone concentration (diagnostic control): 34.26% Blocker-prone seat share (topology component): 73.15% Aisle-assignment balance: 95.37% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 1708 Passengers seated: 32/216 Average waiting ticks: 1070.05 Longest waiting passenger: P1->11H(RIGHT) Longest waiting ticks: 1708 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 29 Cluster candidates evaluated: 7 Executable cluster candidates: 0 Rejected cluster candidates: 7 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 30 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=LOWER_HIERARCHICAL_PRIORITY_DEFERRED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 3236 Regions dissolved: 0 Repeated reconstructions avoided: 3236 Largest region lifetime: 1628 Maximum simultaneous active regions: 2 Regions active at termination: 2 Last lifecycle event: UPDATE:R1:age=1628:occupied=28 Confirmation deferral ticks: 3 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1593 State changes reopening evaluation: 27 Region priority competitions: 1546 Regions ranked: 3092 Hierarchical selections: 1546 Lower-priority evaluations deferred: 1527 Highest selected priority score: 33110 Left/right priority wins: 1479/67 Priority ties: 0 Last priority decision: LEFT:R2:score=33110 | RIGHT:R1:score=30910 | selected=LEFT LEFT AISLE ---------- Total moves: 1032 Maximum occupied tiles: 30 Seat events: 24 Single-blocker events: 6 Multiple-blocker events: 0 Temporary aisle reoccupations: 6 RIGHT AISLE ----------- Total moves: 591 Maximum occupied tiles: 28 Seat events: 8 Single-blocker events: 1 Multiple-blocker events: 0 Temporary aisle reoccupations: 1 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1682 Reservations granted: 1675 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 126 Remaining moving in aisle: 53 Remaining waiting at row: 5 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 82610 Longest unresolved passenger ID: 1 Longest unresolved row: 11 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 28 Longest dependency chain: P135(17D/RIGHT) -> P87(21G/RIGHT) -> P78(17G/RIGHT) -> P82(24H/RIGHT) -> P53(18H/RIGHT) -> P187(22D/RIGHT) -> P123(19G/RIGHT) -> P117(23G/RIGHT) -> P184(26F/RIGHT) -> P0(22H/RIGHT) -> P19(26H/RIGHT) -> P60(23H/RIGHT) -> P148(22G/RIGHT) -> P129(26G/RIGHT) -> P106(25G/RIGHT) -> P56(22F/RIGHT) -> P32(24G/RIGHT) -> P154(25H/RIGHT) -> P152(26D/RIGHT) -> P116(23F/RIGHT) -> P146(23D/RIGHT) -> P29(29G/RIGHT) -> P139(30D/RIGHT) -> P114(28G/RIGHT) -> P172(30H/RIGHT) -> P120(27G/RIGHT) -> P157(29E/RIGHT) -> P27(28C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 135 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 53 Total blocked ticks: 92676 Total stationary ticks: 315744 Seat-event requests: 3194 Failed seat-event starts: 3162 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 27 Critical blocker identity: P27->28C(RIGHT) Direct fan-out: 1 Total indirect descendants: 27 Critical tree size including blocker: 28 Critical tree depth: 28 Frozen internal components: 5 Terminal WAITING_FOR_SEAT_EVENT nodes: 5 Unresolved internal passengers: 58 Unresolved outside passengers: 126 Unresolved internal passengers outside critical tree: 30 Critical blocker tree: P27(28C/RIGHT/WAITING_FOR_SEAT_EVENT) P157(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P120(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P172(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P114(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P139(30D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P29(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P146(23D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P116(23F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P152(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P154(25H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P32(24G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P56(22F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P106(25G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P129(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P148(22G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P60(23H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P19(26H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P0(22H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P184(26F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P117(23G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P123(19G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P187(22D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P53(18H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P82(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P78(17G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P87(21G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P135(17D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1625 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 3 Critical blocker required yield tiles: 29|30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 4 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1537 Rear-boundary failures: 1625 Middle-bank reservation failures: 7 Active-event deferrals: 160 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 29|30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 5 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3202\nPrecedence substitutions made: 0\nDependency chains followed: 1534\nBlocked by waiting-row occupant: 1534\nSubstituted events started: 0\nOccupied-space rejections: 6051\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 09 | standardDataset=216/216 (100.00%) | completionTriggeredDataset=32/216 (14.81%) | seatedDelta=-184 | completionDelta=-85.19% | outsideDelta=+126 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | completionTriggeredWorse=true | standardFamily=COMPLETE_CABIN | completionTriggeredFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 21 COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT ============================================================ Date/Time: 2026-07-16 23:07:52 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 10 Scenario seed: -4639142616902254495 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.81% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 97.92% OUTCOME ------- Status: SUCCESS Completed ticks: 697 Passengers seated: 192/192 Average waiting ticks: 306.85 Longest waiting passenger: P149->22C(LEFT) Longest waiting ticks: 639 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 3 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 6 Last cluster decision: LEFT:tiles17-20:occupied=3:anchor=P130:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 20 Regions dissolved: 2 Repeated reconstructions avoided: 20 Largest region lifetime: 11 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=11 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1445 Maximum occupied tiles: 11 Seat events: 98 Single-blocker events: 25 Multiple-blocker events: 13 Temporary aisle reoccupations: 52 RIGHT AISLE ----------- Total moves: 1338 Maximum occupied tiles: 11 Seat events: 94 Single-blocker events: 29 Multiple-blocker events: 8 Temporary aisle reoccupations: 49 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 108 Reservations granted: 106 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3566 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4804 Total stationary ticks: 62094 Seat-event requests: 208 Failed seat-event starts: 16 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 534 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 16 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 534 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 209\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 19\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 21 COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT ============================================================ Date/Time: 2026-07-16 23:07:52 Experiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 10 Scenario seed: -4639142616902254495 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET Row-zone concentration (diagnostic control): 32.81% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 97.92% OUTCOME ------- Status: SUCCESS Completed ticks: 680 Passengers seated: 192/192 Average waiting ticks: 301.06 Longest waiting passenger: P133->5B(LEFT) Longest waiting ticks: 669 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 7 Regions dissolved: 1 Repeated reconstructions avoided: 7 Largest region lifetime: 8 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=8 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1445 Maximum occupied tiles: 17 Seat events: 98 Single-blocker events: 25 Multiple-blocker events: 17 Temporary aisle reoccupations: 60 RIGHT AISLE ----------- Total moves: 1338 Maximum occupied tiles: 17 Seat events: 94 Single-blocker events: 24 Multiple-blocker events: 7 Temporary aisle reoccupations: 41 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 103 Reservations granted: 102 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6516 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7009 Total stationary ticks: 63558 Seat-event requests: 195 Failed seat-event starts: 3 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 248 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 3 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 248 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 196\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 10 | standardDataset=192/192 (100.00%) | completionTriggeredDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | completionTriggeredWorse=false | standardFamily=COMPLETE_CABIN | completionTriggeredFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 21 COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT ============================================================ Date/Time: 2026-07-16 23:07:52 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 11 Scenario seed: 9123245050518735552 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 92.20% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2494 Passengers seated: 270/282 Average waiting ticks: 473.64 Longest waiting passenger: P24->24I(RIGHT) Longest waiting ticks: 2455 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 12 Cluster candidates evaluated: 8 Executable cluster candidates: 1 Rejected cluster candidates: 7 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 12 Selected release potential total: 7 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1699 Regions dissolved: 1 Repeated reconstructions avoided: 1699 Largest region lifetime: 1651 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1651:occupied=12 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1535 State changes reopening evaluation: 10 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2077 Maximum occupied tiles: 13 Seat events: 130 Single-blocker events: 42 Multiple-blocker events: 16 Temporary aisle reoccupations: 74 RIGHT AISLE ----------- Total moves: 2286 Maximum occupied tiles: 17 Seat events: 140 Single-blocker events: 40 Multiple-blocker events: 13 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 149 Reservations granted: 144 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 10 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 16374 Longest unresolved passenger ID: 102 Longest unresolved row: 32 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 7 Longest dependency chain: P124(27G/RIGHT) -> P77(32I/RIGHT) -> P133(29G/RIGHT) -> P79(31G/RIGHT) -> P11(31I/RIGHT) -> P102(32E/RIGHT) -> P36(31D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 124 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 10 Total blocked ticks: 25823 Total stationary ticks: 153991 Seat-event requests: 1843 Failed seat-event starts: 1573 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 36 Critical blocker identity: P36->31D(RIGHT) Direct fan-out: 1 Total indirect descendants: 6 Critical tree size including blocker: 7 Critical tree depth: 7 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 12 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 5 Critical blocker tree: P36(31D/RIGHT/WAITING_FOR_SEAT_EVENT) P102(32E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P11(31I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P79(31G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P133(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P77(32I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P124(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1520 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 2 Critical blocker required yield tiles: 32|33 Critical blocker unavailable yield tiles: 33 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1520 Rear-boundary failures: 53 Middle-bank reservation failures: 5 Active-event deferrals: 804 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 32|33 Current unavailable yield tiles: 33 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1847\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 1525\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 21 COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT ============================================================ Date/Time: 2026-07-16 23:07:52 Experiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 11 Scenario seed: 9123245050518735552 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 92.20% OUTCOME ------- Status: SUCCESS Completed ticks: 1052 Passengers seated: 282/282 Average waiting ticks: 458.45 Longest waiting passenger: P100->6F(RIGHT) Longest waiting ticks: 1040 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles14-16:occupied=3:anchor=P107:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 15 Regions dissolved: 1 Repeated reconstructions avoided: 15 Largest region lifetime: 16 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=16 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2077 Maximum occupied tiles: 18 Seat events: 130 Single-blocker events: 42 Multiple-blocker events: 15 Temporary aisle reoccupations: 72 RIGHT AISLE ----------- Total moves: 2332 Maximum occupied tiles: 18 Seat events: 152 Single-blocker events: 42 Multiple-blocker events: 18 Temporary aisle reoccupations: 78 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 99 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 10332 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 11120 Total stationary ticks: 138499 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 407 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 1 Middle-bank reservation failures: 2 Active-event deferrals: 407 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 8\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 11 | standardDataset=270/282 (95.74%) | completionTriggeredDataset=282/282 (100.00%) | seatedDelta=+12 | completionDelta=+4.26% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=2 | convertedToSuccess=true | completionTriggeredWorse=false | standardFamily=REAR_BOUNDARY_LOCK | completionTriggeredFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 21 COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT ============================================================ Date/Time: 2026-07-16 23:07:52 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 12 Scenario seed: -1434714116839518672 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 75.74% Aisle-assignment balance: 94.47% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2303 Passengers seated: 225/235 Average waiting ticks: 409.68 Longest waiting passenger: P152->16G(RIGHT) Longest waiting ticks: 2303 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 2 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 6 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1506 Regions dissolved: 0 Repeated reconstructions avoided: 1506 Largest region lifetime: 1507 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1507:occupied=6 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1498 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1538 Maximum occupied tiles: 13 Seat events: 111 Single-blocker events: 26 Multiple-blocker events: 11 Temporary aisle reoccupations: 50 RIGHT AISLE ----------- Total moves: 1747 Maximum occupied tiles: 12 Seat events: 114 Single-blocker events: 30 Multiple-blocker events: 7 Temporary aisle reoccupations: 47 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1620 Reservations granted: 1620 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 1 Remaining moving in aisle: 6 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 9530 Longest unresolved passenger ID: 152 Longest unresolved row: 16 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 6 Longest dependency chain: P133(17E/RIGHT) -> P153(17G/RIGHT) -> P205(24C/RIGHT) -> P9(19H/RIGHT) -> P76(26E/RIGHT) -> P67(6C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 133 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 6 Total blocked ticks: 18945 Total stationary ticks: 109018 Seat-event requests: 1734 Failed seat-event starts: 1509 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 67 Critical blocker identity: P67->6C(RIGHT) Direct fan-out: 1 Total indirect descendants: 5 Critical tree size including blocker: 6 Critical tree depth: 6 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 9 Unresolved outside passengers: 1 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P67(6C/RIGHT/WAITING_FOR_SEAT_EVENT) P76(26E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P9(19H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P205(24C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P153(17G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P133(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1509 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 7|8|9 Critical blocker unavailable yield tiles: 9 Critical blocker yield-tile occupants: 204 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1509 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 513 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[204]: P204(25F/RIGHT/MOVING_IN_AISLE@tile9) -> P122(10C/RIGHT/WAITING_AT_ROW@tile10) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P122->10C(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P204{seat=25F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=9,directBlocker=122,lastMoveTick=791,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 7|8|9 Current unavailable yield tiles: 9 Current yield-tile occupants: 204 Final row-event chain: 67|204|122 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 7\nOccupied-space rejections: 1513\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 21 COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT ============================================================ Date/Time: 2026-07-16 23:07:52 Experiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 12 Scenario seed: -1434714116839518672 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 75.74% Aisle-assignment balance: 94.47% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2262 Passengers seated: 135/235 Average waiting ticks: 894.57 Longest waiting passenger: P1->8H(RIGHT) Longest waiting ticks: 2262 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 36 Cluster candidates evaluated: 30 Executable cluster candidates: 0 Rejected cluster candidates: 30 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 29 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2141 Regions dissolved: 0 Repeated reconstructions avoided: 2141 Largest region lifetime: 2142 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2142:occupied=29 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 2047 State changes reopening evaluation: 35 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1538 Maximum occupied tiles: 16 Seat events: 111 Single-blocker events: 29 Multiple-blocker events: 2 Temporary aisle reoccupations: 33 RIGHT AISLE ----------- Total moves: 1007 Maximum occupied tiles: 29 Seat events: 24 Single-blocker events: 5 Multiple-blocker events: 0 Temporary aisle reoccupations: 5 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 2152 Reservations granted: 2148 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 71 Remaining moving in aisle: 27 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 55629 Longest unresolved passenger ID: 1 Longest unresolved row: 8 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 26 Longest dependency chain: P109(20H/RIGHT) -> P114(18G/RIGHT) -> P83(19E/RIGHT) -> P199(19G/RIGHT) -> P156(18D/RIGHT) -> P43(21H/RIGHT) -> P14(21G/RIGHT) -> P87(17H/RIGHT) -> P232(17C/RIGHT) -> P205(24C/RIGHT) -> P132(20D/RIGHT) -> P76(26E/RIGHT) -> P189(19D/RIGHT) -> P204(25F/RIGHT) -> P128(17D/RIGHT) -> P144(23H/RIGHT) -> P192(19C/RIGHT) -> P80(25C/RIGHT) -> P101(24H/RIGHT) -> P200(22F/RIGHT) -> P46(22E/RIGHT) -> P39(24D/RIGHT) -> P19(24F/RIGHT) -> P194(26G/RIGHT) -> P17(26H/RIGHT) -> P138(26D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 109 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 27 Total blocked ticks: 65165 Total stationary ticks: 270323 Seat-event requests: 2221 Failed seat-event starts: 2086 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 138 Critical blocker identity: P138->26D(RIGHT) Direct fan-out: 1 Total indirect descendants: 25 Critical tree size including blocker: 26 Critical tree depth: 26 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 29 Unresolved outside passengers: 71 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P138(26D/RIGHT/WAITING_FOR_SEAT_EVENT) P17(26H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P194(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P19(24F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P39(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P46(22E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P200(22F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P101(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P80(25C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P192(19C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P144(23H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P128(17D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P204(25F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P189(19D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P76(26E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P132(20D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P205(24C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P232(17C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P87(17H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P14(21G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P43(21H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P156(18D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P199(19G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P83(19E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P114(18G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P109(20H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 2067 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 27 Critical blocker unavailable yield tiles: 27 Critical blocker yield-tile occupants: 181 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 2067 Rear-boundary failures: 19 Middle-bank reservation failures: 4 Active-event deferrals: 247 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 3 Yield-occupant trace: yieldOccupant[181]: P181(28E/RIGHT/MOVING_IN_AISLE@tile27) -> P142(29H/RIGHT/MOVING_IN_AISLE@tile28) -> P22(29C/RIGHT/WAITING_AT_ROW@tile29) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P22->29C(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P181{seat=28E,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=27,directBlocker=142,lastMoveTick=131,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 27 Current unavailable yield tiles: 27 Current yield-tile occupants: 181 Final row-event chain: 138|181|142|22 Final row-event chain length: 4 Distinct row events in chain: 4 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2226\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 2068\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 12 | standardDataset=225/235 (95.74%) | completionTriggeredDataset=135/235 (57.45%) | seatedDelta=-90 | completionDelta=-38.30% | outsideDelta=+70 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | completionTriggeredWorse=true | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | completionTriggeredFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 21 COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT ============================================================ Date/Time: 2026-07-16 23:07:52 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 13 Scenario seed: 7696226853648624445 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.78% Blocker-prone seat share (topology component): 59.65% Aisle-assignment balance: 94.74% OUTCOME ------- Status: SUCCESS Completed ticks: 1267 Passengers seated: 342/342 Average waiting ticks: 562.98 Longest waiting passenger: P1->23E(LEFT) Longest waiting ticks: 1201 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 48 Regions dissolved: 3 Repeated reconstructions avoided: 48 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=23 Confirmation deferral ticks: 3 Regions reaching confirmation: 0 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3204 Maximum occupied tiles: 14 Seat events: 180 Single-blocker events: 52 Multiple-blocker events: 25 Temporary aisle reoccupations: 106 RIGHT AISLE ----------- Total moves: 2845 Maximum occupied tiles: 13 Seat events: 162 Single-blocker events: 41 Multiple-blocker events: 29 Temporary aisle reoccupations: 105 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 156 Reservations granted: 154 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7845 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9443 Total stationary ticks: 199282 Seat-event requests: 358 Failed seat-event starts: 16 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 766 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 16 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 766 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 360\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 6\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 21 COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT ============================================================ Date/Time: 2026-07-16 23:07:52 Experiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 13 Scenario seed: 7696226853648624445 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET Row-zone concentration (diagnostic control): 27.78% Blocker-prone seat share (topology component): 59.65% Aisle-assignment balance: 94.74% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2621 Passengers seated: 171/342 Average waiting ticks: 1313.96 Longest waiting passenger: P0->11B(LEFT) Longest waiting ticks: 2621 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 33 Cluster candidates evaluated: 68 Executable cluster candidates: 1 Rejected cluster candidates: 67 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 36 Selected release potential total: 5 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 2549 Regions dissolved: 1 Repeated reconstructions avoided: 2549 Largest region lifetime: 2519 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2519:occupied=36 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 2484 State changes reopening evaluation: 32 Region priority competitions: 6 Regions ranked: 12 Hierarchical selections: 6 Lower-priority evaluations deferred: 3 Highest selected priority score: 39710 Left/right priority wins: 6/0 Priority ties: 0 Last priority decision: LEFT:R1:score=39710 | RIGHT:R2:score=2210 | selected=LEFT LEFT AISLE ---------- Total moves: 933 Maximum occupied tiles: 36 Seat events: 9 Single-blocker events: 1 Multiple-blocker events: 0 Temporary aisle reoccupations: 1 RIGHT AISLE ----------- Total moves: 2845 Maximum occupied tiles: 20 Seat events: 162 Single-blocker events: 33 Multiple-blocker events: 19 Temporary aisle reoccupations: 73 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 2587 Reservations granted: 2587 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 135 Remaining moving in aisle: 33 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 82840 Longest unresolved passenger ID: 0 Longest unresolved row: 11 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 34 Longest dependency chain: P230(26E/LEFT) -> P32(29G/LEFT) -> P223(27E/LEFT) -> P303(28D/LEFT) -> P180(28F/LEFT) -> P49(28G/LEFT) -> P46(31F/LEFT) -> P63(28E/LEFT) -> P36(28C/LEFT) -> P102(29A/LEFT) -> P132(30F/LEFT) -> P277(30B/LEFT) -> P318(31A/LEFT) -> P317(30A/LEFT) -> P201(29C/LEFT) -> P301(31G/LEFT) -> P198(35D/LEFT) -> P292(30C/LEFT) -> P3(33C/LEFT) -> P164(31C/LEFT) -> P128(32F/LEFT) -> P274(29B/LEFT) -> P60(35B/LEFT) -> P28(26B/LEFT) -> P203(34F/LEFT) -> P299(34C/LEFT) -> P15(32B/LEFT) -> P294(33A/LEFT) -> P244(33B/LEFT) -> P177(34A/LEFT) -> P112(33F/LEFT) -> P226(33G/LEFT) -> P341(36A/LEFT) -> P278(34E/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 230 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 33 Total blocked ticks: 98172 Total stationary ticks: 538761 Seat-event requests: 2700 Failed seat-event starts: 2529 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 278 Critical blocker identity: P278->34E(LEFT) Direct fan-out: 1 Total indirect descendants: 33 Critical tree size including blocker: 34 Critical tree depth: 34 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 36 Unresolved outside passengers: 135 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P278(34E/LEFT/WAITING_FOR_SEAT_EVENT) P341(36A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(33G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P112(33F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P177(34A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P244(33B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P294(33A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P15(32B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P299(34C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P203(34F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P28(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P60(35B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P274(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P128(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P164(31C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P3(33C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P292(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P198(35D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P301(31G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P201(29C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P317(30A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P318(31A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P277(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P132(30F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P102(29A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P36(28C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P63(28E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P46(31F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P49(28G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P180(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P303(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P223(27E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P32(29G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P230(26E/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 2528 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 35 Critical blocker unavailable yield tiles: 35 Critical blocker yield-tile occupants: 285 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 2 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 2528 Rear-boundary failures: 1 Middle-bank reservation failures: 0 Active-event deferrals: 322 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[285]: P285(35A/LEFT/WAITING_AT_ROW@tile35) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P285->35A(LEFT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P285{seat=35A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=35,directBlocker=-1,lastMoveTick=100,reason=WAITING_FOR_SEAT_EVENT,prerequisite=YIELD_TILE_OCCUPIED} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 35 Current unavailable yield tiles: 35 Current yield-tile occupants: 285 Final row-event chain: 278|285 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2699\nPrecedence substitutions made: 4\nDependency chains followed: 2530\nBlocked by waiting-row occupant: 5050\nSubstituted events started: 6\nOccupied-space rejections: 10142\nMaximum scheduling-chain depth: 3\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 13 | standardDataset=342/342 (100.00%) | completionTriggeredDataset=171/342 (50.00%) | seatedDelta=-171 | completionDelta=-50.00% | outsideDelta=+135 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | completionTriggeredWorse=true | standardFamily=COMPLETE_CABIN | completionTriggeredFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 21 COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT ============================================================ Date/Time: 2026-07-16 23:07:52 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 14 Scenario seed: 287374858204591444 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.82% Blocker-prone seat share (topology component): 67.57% Aisle-assignment balance: 96.53% OUTCOME ------- Status: SUCCESS Completed ticks: 954 Passengers seated: 259/259 Average waiting ticks: 431.82 Longest waiting passenger: P123->9C(LEFT) Longest waiting ticks: 913 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2026 Maximum occupied tiles: 10 Seat events: 134 Single-blocker events: 29 Multiple-blocker events: 19 Temporary aisle reoccupations: 67 RIGHT AISLE ----------- Total moves: 2033 Maximum occupied tiles: 12 Seat events: 125 Single-blocker events: 34 Multiple-blocker events: 8 Temporary aisle reoccupations: 50 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 89 Reservations granted: 86 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4974 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5984 Total stationary ticks: 115920 Seat-event requests: 265 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 547 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 547 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 268\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 21 COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT ============================================================ Date/Time: 2026-07-16 23:07:52 Experiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 14 Scenario seed: 287374858204591444 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET Row-zone concentration (diagnostic control): 32.82% Blocker-prone seat share (topology component): 67.57% Aisle-assignment balance: 96.53% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 1667 Passengers seated: 29/259 Average waiting ticks: 1125.18 Longest waiting passenger: P0->8E(RIGHT) Longest waiting ticks: 1667 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 38 Cluster candidates evaluated: 1 Executable cluster candidates: 0 Rejected cluster candidates: 1 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 32 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 3103 Regions dissolved: 0 Repeated reconstructions avoided: 3103 Largest region lifetime: 1573 Maximum simultaneous active regions: 2 Regions active at termination: 2 Last lifecycle event: UPDATE:R1:age=1573:occupied=32 Confirmation deferral ticks: 3 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1519 State changes reopening evaluation: 36 Region priority competitions: 1512 Regions ranked: 3024 Hierarchical selections: 1512 Lower-priority evaluations deferred: 1509 Highest selected priority score: 35310 Left/right priority wins: 0/1512 Priority ties: 0 Last priority decision: LEFT:R2:score=34210 | RIGHT:R1:score=35310 | selected=RIGHT LEFT AISLE ---------- Total moves: 963 Maximum occupied tiles: 31 Seat events: 18 Single-blocker events: 4 Multiple-blocker events: 0 Temporary aisle reoccupations: 4 RIGHT AISLE ----------- Total moves: 810 Maximum occupied tiles: 32 Seat events: 11 Single-blocker events: 1 Multiple-blocker events: 0 Temporary aisle reoccupations: 1 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1576 Reservations granted: 1573 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 167 Remaining moving in aisle: 60 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 90877 Longest unresolved passenger ID: 0 Longest unresolved row: 8 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 32 Longest dependency chain: P73(22E/RIGHT) -> P48(25I/RIGHT) -> P7(21G/RIGHT) -> P227(27H/RIGHT) -> P23(20H/RIGHT) -> P178(24G/RIGHT) -> P203(22I/RIGHT) -> P9(28G/RIGHT) -> P30(28E/RIGHT) -> P162(27F/RIGHT) -> P218(26I/RIGHT) -> P105(25G/RIGHT) -> P211(28I/RIGHT) -> P21(26F/RIGHT) -> P249(24I/RIGHT) -> P112(26G/RIGHT) -> P247(24H/RIGHT) -> P124(25D/RIGHT) -> P20(27I/RIGHT) -> P8(28H/RIGHT) -> P136(26D/RIGHT) -> P156(24F/RIGHT) -> P144(28D/RIGHT) -> P168(26H/RIGHT) -> P56(27D/RIGHT) -> P27(27G/RIGHT) -> P238(29H/RIGHT) -> P34(30G/RIGHT) -> P219(32H/RIGHT) -> P137(31I/RIGHT) -> P98(32I/RIGHT) -> P111(32D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 73 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 60 Total blocked ticks: 97407 Total stationary ticks: 384032 Seat-event requests: 3102 Failed seat-event starts: 3073 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 111 Critical blocker identity: P111->32D(RIGHT) Direct fan-out: 1 Total indirect descendants: 31 Critical tree size including blocker: 32 Critical tree depth: 32 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 63 Unresolved outside passengers: 167 Unresolved internal passengers outside critical tree: 31 Critical blocker tree: P111(32D/RIGHT/WAITING_FOR_SEAT_EVENT) P98(32I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P137(31I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P219(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P34(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P238(29H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P27(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P56(27D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P168(26H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P144(28D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P156(24F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P136(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P8(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P20(27I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P124(25D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P247(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P112(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P249(24I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P21(26F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P211(28I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P105(25G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P218(26I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P162(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P30(28E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P9(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P203(22I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P178(24G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P23(20H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P227(27H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P7(21G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P48(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P73(22E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1560 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 33|34 Critical blocker unavailable yield tiles: 33|34 Critical blocker yield-tile occupants: -1|-1 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1513 Rear-boundary failures: 1560 Middle-bank reservation failures: 3 Active-event deferrals: 64 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 33|34 Current unavailable yield tiles: 33|34 Current yield-tile occupants: -1|-1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3105\nPrecedence substitutions made: 0\nDependency chains followed: 1513\nBlocked by waiting-row occupant: 1513\nSubstituted events started: 0\nOccupied-space rejections: 1513\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 14 | standardDataset=259/259 (100.00%) | completionTriggeredDataset=29/259 (11.20%) | seatedDelta=-230 | completionDelta=-88.80% | outsideDelta=+167 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | completionTriggeredWorse=true | standardFamily=COMPLETE_CABIN | completionTriggeredFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 21 COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT ============================================================ Date/Time: 2026-07-16 23:07:52 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 15 Scenario seed: -3331492774947506373 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.09% Blocker-prone seat share (topology component): 59.57% Aisle-assignment balance: 97.53% OUTCOME ------- Status: SUCCESS Completed ticks: 1183 Passengers seated: 324/324 Average waiting ticks: 542.25 Longest waiting passenger: P132->4E(LEFT) Longest waiting ticks: 1114 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 4 Cluster candidates evaluated: 3 Executable cluster candidates: 1 Rejected cluster candidates: 2 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 6 Selected release potential total: 5 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 84 Regions dissolved: 3 Repeated reconstructions avoided: 84 Largest region lifetime: 40 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=28 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2764 Maximum occupied tiles: 14 Seat events: 166 Single-blocker events: 52 Multiple-blocker events: 23 Temporary aisle reoccupations: 100 RIGHT AISLE ----------- Total moves: 2817 Maximum occupied tiles: 15 Seat events: 158 Single-blocker events: 37 Multiple-blocker events: 29 Temporary aisle reoccupations: 102 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 151 Reservations granted: 148 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6380 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8094 Total stationary ticks: 180963 Seat-event requests: 350 Failed seat-event starts: 26 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 915 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 25 Rear-boundary failures: 1 Middle-bank reservation failures: 3 Active-event deferrals: 915 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 352\nPrecedence substitutions made: 3\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 4\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 21 COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT ============================================================ Date/Time: 2026-07-16 23:07:52 Experiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 15 Scenario seed: -3331492774947506373 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET Row-zone concentration (diagnostic control): 28.09% Blocker-prone seat share (topology component): 59.57% Aisle-assignment balance: 97.53% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2603 Passengers seated: 175/324 Average waiting ticks: 1199.37 Longest waiting passenger: P5->10E(LEFT) Longest waiting ticks: 2603 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 42 Cluster candidates evaluated: 84 Executable cluster candidates: 0 Rejected cluster candidates: 84 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 36 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2473 Regions dissolved: 0 Repeated reconstructions avoided: 2473 Largest region lifetime: 2474 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2474:occupied=36 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 2406 State changes reopening evaluation: 41 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1150 Maximum occupied tiles: 36 Seat events: 17 Single-blocker events: 3 Multiple-blocker events: 1 Temporary aisle reoccupations: 5 RIGHT AISLE ----------- Total moves: 2817 Maximum occupied tiles: 20 Seat events: 158 Single-blocker events: 34 Multiple-blocker events: 20 Temporary aisle reoccupations: 74 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 70 Reservations granted: 70 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 113 Remaining moving in aisle: 33 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 80254 Longest unresolved passenger ID: 5 Longest unresolved row: 10 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 34 Longest dependency chain: P267(21A/LEFT) -> P122(20B/LEFT) -> P178(22D/LEFT) -> P209(24E/LEFT) -> P281(30F/LEFT) -> P125(23B/LEFT) -> P110(27B/LEFT) -> P216(21B/LEFT) -> P29(30C/LEFT) -> P311(20D/LEFT) -> P225(26B/LEFT) -> P274(22F/LEFT) -> P99(29C/LEFT) -> P295(28F/LEFT) -> P89(29B/LEFT) -> P277(30A/LEFT) -> P55(30G/LEFT) -> P21(26A/LEFT) -> P151(31B/LEFT) -> P134(28B/LEFT) -> P196(29A/LEFT) -> P23(29F/LEFT) -> P258(26E/LEFT) -> P121(29E/LEFT) -> P172(31C/LEFT) -> P307(27A/LEFT) -> P56(28C/LEFT) -> P104(31G/LEFT) -> P112(31A/LEFT) -> P317(33F/LEFT) -> P201(33A/LEFT) -> P17(36E/LEFT) -> P165(35A/LEFT) -> P30(34B/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 267 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 33 Total blocked ticks: 95630 Total stationary ticks: 475652 Seat-event requests: 2628 Failed seat-event starts: 2453 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 30 Critical blocker identity: P30->34B(LEFT) Direct fan-out: 1 Total indirect descendants: 33 Critical tree size including blocker: 34 Critical tree depth: 34 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 36 Unresolved outside passengers: 113 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P30(34B/LEFT/WAITING_FOR_SEAT_EVENT) P165(35A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P17(36E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P201(33A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P317(33F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P112(31A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P104(31G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P56(28C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P307(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P172(31C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P121(29E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P258(26E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P23(29F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P196(29A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P134(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P151(31B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P21(26A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P55(30G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P277(30A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P89(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P295(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P99(29C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P274(22F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P225(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P311(20D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P29(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P216(21B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P110(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P125(23B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P281(30F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P209(24E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P178(22D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P122(20B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P267(21A/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 2452 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 35 Critical blocker unavailable yield tiles: 35 Critical blocker yield-tile occupants: 232 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 3 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 2452 Rear-boundary failures: 1 Middle-bank reservation failures: 0 Active-event deferrals: 307 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[232]: P232(35B/LEFT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P232->35B(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P232{seat=35B,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=35,directBlocker=-1,lastMoveTick=127,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 35 Current unavailable yield tiles: 35 Current yield-tile occupants: 232 Final row-event chain: 30|232 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2628\nPrecedence substitutions made: 3\nDependency chains followed: 2455\nBlocked by waiting-row occupant: 4905\nSubstituted events started: 6\nOccupied-space rejections: 9853\nMaximum scheduling-chain depth: 3\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 15 | standardDataset=324/324 (100.00%) | completionTriggeredDataset=175/324 (54.01%) | seatedDelta=-149 | completionDelta=-45.99% | outsideDelta=+113 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | completionTriggeredWorse=true | standardFamily=COMPLETE_CABIN | completionTriggeredFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 21 COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT ============================================================ Date/Time: 2026-07-16 23:07:52 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 16 Scenario seed: 8970029813061739148 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.38% Blocker-prone seat share (topology component): 75.52% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 675 Passengers seated: 192/192 Average waiting ticks: 307.57 Longest waiting passenger: P181->4E(RIGHT) Longest waiting ticks: 641 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 4 Regions dissolved: 1 Repeated reconstructions avoided: 4 Largest region lifetime: 5 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=5 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1381 Maximum occupied tiles: 14 Seat events: 96 Single-blocker events: 19 Multiple-blocker events: 5 Temporary aisle reoccupations: 32 RIGHT AISLE ----------- Total moves: 1434 Maximum occupied tiles: 13 Seat events: 96 Single-blocker events: 24 Multiple-blocker events: 10 Temporary aisle reoccupations: 46 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 99 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3651 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4556 Total stationary ticks: 62139 Seat-event requests: 198 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 473 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 473 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 198\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 21 COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT ============================================================ Date/Time: 2026-07-16 23:07:52 Experiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 16 Scenario seed: 8970029813061739148 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET Row-zone concentration (diagnostic control): 34.38% Blocker-prone seat share (topology component): 75.52% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 672 Passengers seated: 192/192 Average waiting ticks: 302.75 Longest waiting passenger: P181->4E(RIGHT) Longest waiting ticks: 656 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1381 Maximum occupied tiles: 15 Seat events: 96 Single-blocker events: 17 Multiple-blocker events: 6 Temporary aisle reoccupations: 32 RIGHT AISLE ----------- Total moves: 1434 Maximum occupied tiles: 16 Seat events: 96 Single-blocker events: 24 Multiple-blocker events: 10 Temporary aisle reoccupations: 46 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 93 Reservations denied/waited: 9 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6672 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7264 Total stationary ticks: 64095 Seat-event requests: 192 Failed seat-event starts: 0 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 306 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 0 Rear-boundary failures: 0 Middle-bank reservation failures: 9 Active-event deferrals: 306 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 201\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 4\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 16 | standardDataset=192/192 (100.00%) | completionTriggeredDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | completionTriggeredWorse=false | standardFamily=COMPLETE_CABIN | completionTriggeredFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 21 COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT ============================================================ Date/Time: 2026-07-16 23:07:52 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 17 Scenario seed: 3184604032099438634 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 74.56% Aisle-assignment balance: 93.86% OUTCOME ------- Status: SUCCESS Completed ticks: 860 Passengers seated: 228/228 Average waiting ticks: 371.64 Longest waiting passenger: P46->28G(RIGHT) Longest waiting ticks: 801 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 27 Regions dissolved: 1 Repeated reconstructions avoided: 27 Largest region lifetime: 28 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=28 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1552 Maximum occupied tiles: 13 Seat events: 107 Single-blocker events: 23 Multiple-blocker events: 9 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1720 Maximum occupied tiles: 12 Seat events: 121 Single-blocker events: 28 Multiple-blocker events: 9 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 122 Reservations granted: 122 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4107 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5365 Total stationary ticks: 88256 Seat-event requests: 236 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 625 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 625 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 236\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 21 COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT ============================================================ Date/Time: 2026-07-16 23:07:52 Experiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 17 Scenario seed: 3184604032099438634 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 74.56% Aisle-assignment balance: 93.86% OUTCOME ------- Status: SUCCESS Completed ticks: 841 Passengers seated: 228/228 Average waiting ticks: 366.66 Longest waiting passenger: P172->2C(RIGHT) Longest waiting ticks: 825 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1552 Maximum occupied tiles: 17 Seat events: 107 Single-blocker events: 22 Multiple-blocker events: 8 Temporary aisle reoccupations: 40 RIGHT AISLE ----------- Total moves: 1720 Maximum occupied tiles: 18 Seat events: 121 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 54 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 126 Reservations granted: 118 Reservations denied/waited: 8 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7712 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8562 Total stationary ticks: 90568 Seat-event requests: 233 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 415 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 8 Active-event deferrals: 415 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 242\nPrecedence substitutions made: 9\nDependency chains followed: 9\nBlocked by waiting-row occupant: 9\nSubstituted events started: 11\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 17 | standardDataset=228/228 (100.00%) | completionTriggeredDataset=228/228 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | completionTriggeredWorse=false | standardFamily=COMPLETE_CABIN | completionTriggeredFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 21 COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT ============================================================ Date/Time: 2026-07-16 23:07:52 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 18 Scenario seed: 3120322730829782475 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.43% Blocker-prone seat share (topology component): 60.13% Aisle-assignment balance: 94.77% OUTCOME ------- Status: SUCCESS Completed ticks: 1156 Passengers seated: 306/306 Average waiting ticks: 513.90 Longest waiting passenger: P231->18H(RIGHT) Longest waiting ticks: 1102 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 29 Regions dissolved: 2 Repeated reconstructions avoided: 29 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2475 Maximum occupied tiles: 14 Seat events: 145 Single-blocker events: 38 Multiple-blocker events: 16 Temporary aisle reoccupations: 72 RIGHT AISLE ----------- Total moves: 2744 Maximum occupied tiles: 12 Seat events: 161 Single-blocker events: 42 Multiple-blocker events: 21 Temporary aisle reoccupations: 88 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 136 Reservations granted: 136 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6095 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7295 Total stationary ticks: 162230 Seat-event requests: 320 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 655 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 655 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 320\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 21 COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT ============================================================ Date/Time: 2026-07-16 23:07:52 Experiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 18 Scenario seed: 3120322730829782475 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET Row-zone concentration (diagnostic control): 28.43% Blocker-prone seat share (topology component): 60.13% Aisle-assignment balance: 94.77% OUTCOME ------- Status: SUCCESS Completed ticks: 1135 Passengers seated: 306/306 Average waiting ticks: 509.70 Longest waiting passenger: P258->2H(RIGHT) Longest waiting ticks: 1121 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2475 Maximum occupied tiles: 18 Seat events: 145 Single-blocker events: 41 Multiple-blocker events: 11 Temporary aisle reoccupations: 63 RIGHT AISLE ----------- Total moves: 2744 Maximum occupied tiles: 19 Seat events: 161 Single-blocker events: 42 Multiple-blocker events: 24 Temporary aisle reoccupations: 97 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 141 Reservations granted: 130 Reservations denied/waited: 11 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 11599 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 12571 Total stationary ticks: 166359 Seat-event requests: 314 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 534 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 11 Active-event deferrals: 534 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 326\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 9\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 18 | standardDataset=306/306 (100.00%) | completionTriggeredDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | completionTriggeredWorse=false | standardFamily=COMPLETE_CABIN | completionTriggeredFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 21 COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT ============================================================ Date/Time: 2026-07-16 23:07:52 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 19 Scenario seed: -1051365898326392422 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.04% Blocker-prone seat share (topology component): 65.65% Aisle-assignment balance: 98.26% OUTCOME ------- Status: SUCCESS Completed ticks: 821 Passengers seated: 230/230 Average waiting ticks: 371.58 Longest waiting passenger: P130->6H(RIGHT) Longest waiting ticks: 768 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1771 Maximum occupied tiles: 12 Seat events: 113 Single-blocker events: 13 Multiple-blocker events: 7 Temporary aisle reoccupations: 27 RIGHT AISLE ----------- Total moves: 1764 Maximum occupied tiles: 13 Seat events: 117 Single-blocker events: 35 Multiple-blocker events: 8 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 92 Reservations granted: 84 Reservations denied/waited: 8 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4657 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5790 Total stationary ticks: 89533 Seat-event requests: 235 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 544 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 8 Active-event deferrals: 544 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 21 COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT ============================================================ Date/Time: 2026-07-16 23:07:52 Experiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 19 Scenario seed: -1051365898326392422 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET Row-zone concentration (diagnostic control): 33.04% Blocker-prone seat share (topology component): 65.65% Aisle-assignment balance: 98.26% OUTCOME ------- Status: SUCCESS Completed ticks: 810 Passengers seated: 230/230 Average waiting ticks: 366.55 Longest waiting passenger: P130->6H(RIGHT) Longest waiting ticks: 792 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1771 Maximum occupied tiles: 17 Seat events: 113 Single-blocker events: 14 Multiple-blocker events: 7 Temporary aisle reoccupations: 28 RIGHT AISLE ----------- Total moves: 1764 Maximum occupied tiles: 18 Seat events: 117 Single-blocker events: 34 Multiple-blocker events: 8 Temporary aisle reoccupations: 50 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 86 Reservations granted: 83 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8164 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8716 Total stationary ticks: 91610 Seat-event requests: 231 Failed seat-event starts: 1 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 295 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 295 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 234\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 3\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 19 | standardDataset=230/230 (100.00%) | completionTriggeredDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | completionTriggeredWorse=false | standardFamily=COMPLETE_CABIN | completionTriggeredFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 21 COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT ============================================================ Date/Time: 2026-07-16 23:07:52 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 20 Scenario seed: -1169396298556200010 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 245 Occupancy: 85% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 29.80% Blocker-prone seat share (topology component): 65.31% Aisle-assignment balance: 96.33% OUTCOME ------- Status: SUCCESS Completed ticks: 906 Passengers seated: 245/245 Average waiting ticks: 398.45 Longest waiting passenger: P186->32E(RIGHT) Longest waiting ticks: 847 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: LEFT:tiles10-13:occupied=3:anchor=P242:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 13 Regions dissolved: 1 Repeated reconstructions avoided: 13 Largest region lifetime: 14 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=14 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1773 Maximum occupied tiles: 11 Seat events: 118 Single-blocker events: 31 Multiple-blocker events: 11 Temporary aisle reoccupations: 53 RIGHT AISLE ----------- Total moves: 1904 Maximum occupied tiles: 11 Seat events: 127 Single-blocker events: 32 Multiple-blocker events: 13 Temporary aisle reoccupations: 58 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 89 Reservations granted: 89 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4534 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5456 Total stationary ticks: 101373 Seat-event requests: 255 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 435 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 435 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 254\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 21 COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT ============================================================ Date/Time: 2026-07-16 23:07:52 Experiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 20 Scenario seed: -1169396298556200010 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 245 Occupancy: 85% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET Row-zone concentration (diagnostic control): 29.80% Blocker-prone seat share (topology component): 65.31% Aisle-assignment balance: 96.33% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2379 Passengers seated: 243/245 Average waiting ticks: 397.58 Longest waiting passenger: P201->32A(LEFT) Longest waiting ticks: 2284 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1772 Maximum occupied tiles: 17 Seat events: 116 Single-blocker events: 29 Multiple-blocker events: 9 Temporary aisle reoccupations: 47 RIGHT AISLE ----------- Total moves: 1904 Maximum occupied tiles: 19 Seat events: 127 Single-blocker events: 31 Multiple-blocker events: 16 Temporary aisle reoccupations: 63 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 87 Reservations granted: 83 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8487 Longest unresolved passenger ID: 118 Longest unresolved row: 32 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P118(32C/LEFT) -> P201(32A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 118 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 13680 Total stationary ticks: 107250 Seat-event requests: 1987 Failed seat-event starts: 1744 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 201 Critical blocker identity: P201->32A(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P201(32A/LEFT/WAITING_FOR_SEAT_EVENT) P118(32C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1741 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 1 Critical blocker required yield tiles: 33 Critical blocker unavailable yield tiles: 33 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 3 Rear-boundary failures: 1741 Middle-bank reservation failures: 4 Active-event deferrals: 738 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 1 Current required yield tiles: 33 Current unavailable yield tiles: 33 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1991\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 4\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 20 | standardDataset=245/245 (100.00%) | completionTriggeredDataset=243/245 (99.18%) | seatedDelta=-2 | completionDelta=-0.82% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | completionTriggeredWorse=true | standardFamily=COMPLETE_CABIN | completionTriggeredFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 21 COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT ============================================================ Date/Time: 2026-07-16 23:07:53 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 21 Scenario seed: -5845335927644343041 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.43% Blocker-prone seat share (topology component): 69.57% Aisle-assignment balance: 98.26% OUTCOME ------- Status: SUCCESS Completed ticks: 815 Passengers seated: 230/230 Average waiting ticks: 371.47 Longest waiting passenger: P7->2E(LEFT) Longest waiting ticks: 763 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 3 Executable cluster candidates: 3 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 6 Selected release potential total: 9 Last cluster decision: RIGHT:tiles13-16:occupied=4:anchor=P120:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 34 Regions dissolved: 1 Repeated reconstructions avoided: 34 Largest region lifetime: 35 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=35 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1791 Maximum occupied tiles: 11 Seat events: 117 Single-blocker events: 34 Multiple-blocker events: 4 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1688 Maximum occupied tiles: 11 Seat events: 113 Single-blocker events: 36 Multiple-blocker events: 7 Temporary aisle reoccupations: 50 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 87 Reservations granted: 85 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4386 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5681 Total stationary ticks: 89287 Seat-event requests: 237 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 616 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 616 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 237\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 4\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 21 COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT ============================================================ Date/Time: 2026-07-16 23:07:53 Experiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 21 Scenario seed: -5845335927644343041 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET Row-zone concentration (diagnostic control): 30.43% Blocker-prone seat share (topology component): 69.57% Aisle-assignment balance: 98.26% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2283 Passengers seated: 140/230 Average waiting ticks: 829.72 Longest waiting passenger: P1->17C(LEFT) Longest waiting ticks: 2283 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 30 Cluster candidates evaluated: 25 Executable cluster candidates: 0 Rejected cluster candidates: 25 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 26 Selected release potential total: 0 Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 4231 Regions dissolved: 0 Repeated reconstructions avoided: 4231 Largest region lifetime: 2163 Maximum simultaneous active regions: 2 Regions active at termination: 2 Last lifecycle event: TRACK:R1:age=2163:localMembers=4 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 2058 State changes reopening evaluation: 28 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1150 Maximum occupied tiles: 30 Seat events: 27 Single-blocker events: 4 Multiple-blocker events: 1 Temporary aisle reoccupations: 6 RIGHT AISLE ----------- Total moves: 1688 Maximum occupied tiles: 17 Seat events: 113 Single-blocker events: 37 Multiple-blocker events: 4 Temporary aisle reoccupations: 45 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 78 Reservations granted: 77 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 60 Remaining moving in aisle: 27 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 55836 Longest unresolved passenger ID: 1 Longest unresolved row: 17 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 25 Longest dependency chain: P77(16A/LEFT) -> P211(19B/LEFT) -> P37(13A/LEFT) -> P133(21B/LEFT) -> P96(13D/LEFT) -> P33(21E/LEFT) -> P10(19D/LEFT) -> P92(18B/LEFT) -> P22(20B/LEFT) -> P70(20A/LEFT) -> P144(19A/LEFT) -> P35(21C/LEFT) -> P203(22B/LEFT) -> P160(20F/LEFT) -> P14(22D/LEFT) -> P135(22A/LEFT) -> P16(18F/LEFT) -> P4(20C/LEFT) -> P97(21A/LEFT) -> P91(25E/LEFT) -> P44(24C/LEFT) -> P41(23A/LEFT) -> P153(26B/LEFT) -> P225(25F/LEFT) -> P43(25A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 77 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 27 Total blocked ticks: 68095 Total stationary ticks: 251680 Seat-event requests: 2235 Failed seat-event starts: 2095 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 43 Critical blocker identity: P43->25A(LEFT) Direct fan-out: 1 Total indirect descendants: 24 Critical tree size including blocker: 25 Critical tree depth: 25 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 30 Unresolved outside passengers: 60 Unresolved internal passengers outside critical tree: 5 Critical blocker tree: P43(25A/LEFT/WAITING_FOR_SEAT_EVENT) P225(25F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P153(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P41(23A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P44(24C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P91(25E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P97(21A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P4(20C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P16(18F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P135(22A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P14(22D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P160(20F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P203(22B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P35(21C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P144(19A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P70(20A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P22(20B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P92(18B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P10(19D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P33(21E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P96(13D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P133(21B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P37(13A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P211(19B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P77(16A/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 2067 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 26|27 Critical blocker unavailable yield tiles: 27 Critical blocker yield-tile occupants: 134 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 2067 Rear-boundary failures: 28 Middle-bank reservation failures: 1 Active-event deferrals: 303 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[134]: P134(27A/LEFT/WAITING_AT_ROW@tile27) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P134->27A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P134{seat=27A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=27,directBlocker=-1,lastMoveTick=198,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 26|27 Current unavailable yield tiles: 27 Current yield-tile occupants: 134 Final row-event chain: 43|134 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2236\nPrecedence substitutions made: 3\nDependency chains followed: 2069\nBlocked by waiting-row occupant: 2069\nSubstituted events started: 4\nOccupied-space rejections: 8296\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 21 | standardDataset=230/230 (100.00%) | completionTriggeredDataset=140/230 (60.87%) | seatedDelta=-90 | completionDelta=-39.13% | outsideDelta=+60 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | completionTriggeredWorse=true | standardFamily=COMPLETE_CABIN | completionTriggeredFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 21 COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT ============================================================ Date/Time: 2026-07-16 23:07:53 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 22 Scenario seed: 5901802720867875714 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 288 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.08% Blocker-prone seat share (topology component): 58.68% Aisle-assignment balance: 91.67% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2628 Passengers seated: 271/288 Average waiting ticks: 501.86 Longest waiting passenger: P233->22B(LEFT) Longest waiting ticks: 2596 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 18 Cluster candidates evaluated: 22 Executable cluster candidates: 0 Rejected cluster candidates: 22 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 17 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2346 Regions dissolved: 0 Repeated reconstructions avoided: 2346 Largest region lifetime: 2347 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2347:occupied=17 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1931 State changes reopening evaluation: 17 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2236 Maximum occupied tiles: 21 Seat events: 115 Single-blocker events: 25 Multiple-blocker events: 12 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 2775 Maximum occupied tiles: 12 Seat events: 156 Single-blocker events: 43 Multiple-blocker events: 18 Temporary aisle reoccupations: 80 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 123 Reservations granted: 123 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 14 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 26853 Longest unresolved passenger ID: 285 Longest unresolved row: 35 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 13 Longest dependency chain: P157(29B/LEFT) -> P224(26G/LEFT) -> P193(28A/LEFT) -> P83(29F/LEFT) -> P29(32F/LEFT) -> P46(36G/LEFT) -> P152(36E/LEFT) -> P135(34B/LEFT) -> P139(34A/LEFT) -> P245(33A/LEFT) -> P63(34C/LEFT) -> P285(35D/LEFT) -> P68(35B/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 157 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 14 Total blocked ticks: 39581 Total stationary ticks: 175761 Seat-event requests: 2241 Failed seat-event starts: 1970 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 68 Critical blocker identity: P68->35B(LEFT) Direct fan-out: 1 Total indirect descendants: 12 Critical tree size including blocker: 13 Critical tree depth: 13 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 17 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 4 Critical blocker tree: P68(35B/LEFT/WAITING_FOR_SEAT_EVENT) P285(35D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P63(34C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P245(33A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P139(34A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P135(34B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P152(36E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P46(36G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P29(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P83(29F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P193(28A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P224(26G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P157(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1969 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 1 Critical blocker required yield tiles: 36 Critical blocker unavailable yield tiles: 36 Critical blocker yield-tile occupants: 24 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 3 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1969 Rear-boundary failures: 1 Middle-bank reservation failures: 0 Active-event deferrals: 1081 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[24]: P24(36A/LEFT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P24->36A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: P24{seat=36A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=266,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 36 Current unavailable yield tiles: 36 Current yield-tile occupants: 24 Final row-event chain: 68|24 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2241\nPrecedence substitutions made: 1\nDependency chains followed: 193\nBlocked by waiting-row occupant: 193\nSubstituted events started: 1\nOccupied-space rejections: 1974\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 21 COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT ============================================================ Date/Time: 2026-07-16 23:07:53 Experiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 22 Scenario seed: 5901802720867875714 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 288 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET Row-zone concentration (diagnostic control): 27.08% Blocker-prone seat share (topology component): 58.68% Aisle-assignment balance: 91.67% OUTCOME ------- Status: SUCCESS Completed ticks: 1097 Passengers seated: 288/288 Average waiting ticks: 478.08 Longest waiting passenger: P41->3H(RIGHT) Longest waiting ticks: 1080 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2301 Maximum occupied tiles: 20 Seat events: 132 Single-blocker events: 33 Multiple-blocker events: 12 Temporary aisle reoccupations: 59 RIGHT AISLE ----------- Total moves: 2775 Maximum occupied tiles: 19 Seat events: 156 Single-blocker events: 47 Multiple-blocker events: 20 Temporary aisle reoccupations: 89 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 125 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 11382 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 12163 Total stationary ticks: 147895 Seat-event requests: 295 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 437 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 437 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 22 | standardDataset=271/288 (94.10%) | completionTriggeredDataset=288/288 (100.00%) | seatedDelta=+17 | completionDelta=+5.90% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=true | completionTriggeredWorse=false | standardFamily=LINKED_ROW_EVENT_CHAIN | completionTriggeredFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 21 COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT ============================================================ Date/Time: 2026-07-16 23:07:53 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 23 Scenario seed: -5886756800942795092 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.61% Blocker-prone seat share (topology component): 67.39% Aisle-assignment balance: 97.39% OUTCOME ------- Status: SUCCESS Completed ticks: 844 Passengers seated: 230/230 Average waiting ticks: 385.89 Longest waiting passenger: P166->14H(RIGHT) Longest waiting ticks: 818 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles9-12:occupied=3:anchor=P84:selected=P226:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1724 Maximum occupied tiles: 11 Seat events: 112 Single-blocker events: 28 Multiple-blocker events: 7 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1674 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 26 Multiple-blocker events: 11 Temporary aisle reoccupations: 48 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 75 Reservations granted: 74 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3907 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4803 Total stationary ticks: 91882 Seat-event requests: 240 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 490 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 490 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 240\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 21 COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT ============================================================ Date/Time: 2026-07-16 23:07:53 Experiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 23 Scenario seed: -5886756800942795092 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET Row-zone concentration (diagnostic control): 32.61% Blocker-prone seat share (topology component): 67.39% Aisle-assignment balance: 97.39% OUTCOME ------- Status: SUCCESS Completed ticks: 829 Passengers seated: 230/230 Average waiting ticks: 380.71 Longest waiting passenger: P209->6D(RIGHT) Longest waiting ticks: 816 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1724 Maximum occupied tiles: 15 Seat events: 112 Single-blocker events: 30 Multiple-blocker events: 8 Temporary aisle reoccupations: 46 RIGHT AISLE ----------- Total moves: 1674 Maximum occupied tiles: 15 Seat events: 118 Single-blocker events: 26 Multiple-blocker events: 9 Temporary aisle reoccupations: 44 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 77 Reservations granted: 74 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7361 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8012 Total stationary ticks: 94026 Seat-event requests: 230 Failed seat-event starts: 0 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 389 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 0 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 389 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 233\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 3\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 23 | standardDataset=230/230 (100.00%) | completionTriggeredDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | completionTriggeredWorse=false | standardFamily=COMPLETE_CABIN | completionTriggeredFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 21 COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT ============================================================ Date/Time: 2026-07-16 23:07:53 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 24 Scenario seed: -8002946322880410004 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 94.47% OUTCOME ------- Status: SUCCESS Completed ticks: 881 Passengers seated: 235/235 Average waiting ticks: 383.40 Longest waiting passenger: P13->10A(LEFT) Longest waiting ticks: 823 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1777 Maximum occupied tiles: 12 Seat events: 124 Single-blocker events: 31 Multiple-blocker events: 16 Temporary aisle reoccupations: 67 RIGHT AISLE ----------- Total moves: 1587 Maximum occupied tiles: 12 Seat events: 111 Single-blocker events: 31 Multiple-blocker events: 9 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 136 Reservations granted: 128 Reservations denied/waited: 8 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4518 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5711 Total stationary ticks: 93972 Seat-event requests: 245 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 555 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 8 Active-event deferrals: 555 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 253\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 21 COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT ============================================================ Date/Time: 2026-07-16 23:07:53 Experiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 24 Scenario seed: -8002946322880410004 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 94.47% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2358 Passengers seated: 141/235 Average waiting ticks: 898.65 Longest waiting passenger: P0->2C(RIGHT) Longest waiting ticks: 2358 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 30 Cluster candidates evaluated: 30 Executable cluster candidates: 0 Rejected cluster candidates: 30 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 29 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2233 Regions dissolved: 0 Repeated reconstructions avoided: 2233 Largest region lifetime: 2234 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2234:occupied=29 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 2187 State changes reopening evaluation: 29 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1777 Maximum occupied tiles: 17 Seat events: 124 Single-blocker events: 28 Multiple-blocker events: 9 Temporary aisle reoccupations: 46 RIGHT AISLE ----------- Total moves: 846 Maximum occupied tiles: 29 Seat events: 17 Single-blocker events: 2 Multiple-blocker events: 0 Temporary aisle reoccupations: 2 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 75 Reservations granted: 75 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 65 Remaining moving in aisle: 27 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 59510 Longest unresolved passenger ID: 0 Longest unresolved row: 2 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 28 Longest dependency chain: P141(18H/RIGHT) -> P105(18D/RIGHT) -> P57(20H/RIGHT) -> P102(17H/RIGHT) -> P23(20G/RIGHT) -> P119(19D/RIGHT) -> P1(17E/RIGHT) -> P10(21G/RIGHT) -> P66(19F/RIGHT) -> P234(18E/RIGHT) -> P16(17G/RIGHT) -> P166(21E/RIGHT) -> P11(24F/RIGHT) -> P100(20E/RIGHT) -> P179(22C/RIGHT) -> P231(19C/RIGHT) -> P147(25G/RIGHT) -> P175(23G/RIGHT) -> P84(25C/RIGHT) -> P24(22G/RIGHT) -> P163(26C/RIGHT) -> P133(26H/RIGHT) -> P86(24H/RIGHT) -> P31(25F/RIGHT) -> P169(26G/RIGHT) -> P34(27G/RIGHT) -> P206(29C/RIGHT) -> P115(28H/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 141 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 27 Total blocked ticks: 69529 Total stationary ticks: 275381 Seat-event requests: 2363 Failed seat-event starts: 2222 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 115 Critical blocker identity: P115->28H(RIGHT) Direct fan-out: 1 Total indirect descendants: 27 Critical tree size including blocker: 28 Critical tree depth: 28 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 29 Unresolved outside passengers: 65 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P115(28H/RIGHT/WAITING_FOR_SEAT_EVENT) P206(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P34(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P169(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P31(25F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P86(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P133(26H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P163(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P24(22G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P84(25C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P175(23G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P147(25G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P231(19C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P179(22C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P100(20E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P11(24F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P166(21E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P16(17G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P234(18E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P66(19F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P10(21G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P1(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P119(19D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P23(20G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P102(17H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P57(20H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P105(18D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P141(18H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 2221 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 29 Critical blocker unavailable yield tiles: 29 Critical blocker yield-tile occupants: 152 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 2221 Rear-boundary failures: 1 Middle-bank reservation failures: 0 Active-event deferrals: 197 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[152]: P152(29D/RIGHT/WAITING_AT_ROW@tile29) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P152->29D(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P152{seat=29D,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=29,directBlocker=-1,lastMoveTick=106,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 29 Current unavailable yield tiles: 29 Current yield-tile occupants: 152 Final row-event chain: 115|152 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2363\nPrecedence substitutions made: 1\nDependency chains followed: 2222\nBlocked by waiting-row occupant: 2222\nSubstituted events started: 1\nOccupied-space rejections: 2222\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 24 | standardDataset=235/235 (100.00%) | completionTriggeredDataset=141/235 (60.00%) | seatedDelta=-94 | completionDelta=-40.00% | outsideDelta=+65 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | completionTriggeredWorse=true | standardFamily=COMPLETE_CABIN | completionTriggeredFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 21 COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT ============================================================ Date/Time: 2026-07-16 23:07:53 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 25 Scenario seed: -6793887463250987477 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.38% Aisle-assignment balance: 95.74% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2527 Passengers seated: 276/282 Average waiting ticks: 487.17 Longest waiting passenger: P197->31D(RIGHT) Longest waiting ticks: 2476 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 2 Cluster candidates evaluated: 3 Executable cluster candidates: 1 Rejected cluster candidates: 2 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 6 Selected release potential total: 2 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1565 Regions dissolved: 1 Repeated reconstructions avoided: 1565 Largest region lifetime: 1558 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1558:occupied=6 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1524 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2082 Maximum occupied tiles: 13 Seat events: 135 Single-blocker events: 37 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 RIGHT AISLE ----------- Total moves: 2295 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 36 Multiple-blocker events: 11 Temporary aisle reoccupations: 58 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1672 Reservations granted: 1672 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 4 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 6510 Longest unresolved passenger ID: 217 Longest unresolved row: 32 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 5 Longest dependency chain: P249(30F/RIGHT) -> P22(30H/RIGHT) -> P61(30D/RIGHT) -> P208(31F/RIGHT) -> P197(31D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 249 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 4 Total blocked ticks: 15659 Total stationary ticks: 147571 Seat-event requests: 1864 Failed seat-event starts: 1588 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 197 Critical blocker identity: P197->31D(RIGHT) Direct fan-out: 1 Total indirect descendants: 4 Critical tree size including blocker: 5 Critical tree depth: 5 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 6 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P197(31D/RIGHT/WAITING_FOR_SEAT_EVENT) P208(31F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P61(30D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P22(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P249(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1588 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 32 Critical blocker unavailable yield tiles: 32 Critical blocker yield-tile occupants: 217 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1588 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 802 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[217]: P217(32I/RIGHT/WAITING_AT_ROW@tile32) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P217->32I(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P217{seat=32I,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=32,directBlocker=-1,lastMoveTick=786,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 32 Current unavailable yield tiles: 32 Current yield-tile occupants: 217 Final row-event chain: 197|217 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1863\nPrecedence substitutions made: 3\nDependency chains followed: 1581\nBlocked by waiting-row occupant: 1581\nSubstituted events started: 5\nOccupied-space rejections: 1592\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 21 COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT ============================================================ Date/Time: 2026-07-16 23:07:53 Experiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 25 Scenario seed: -6793887463250987477 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.38% Aisle-assignment balance: 95.74% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2448 Passengers seated: 145/282 Average waiting ticks: 1156.27 Longest waiting passenger: P2->17I(RIGHT) Longest waiting ticks: 2448 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 34 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 31 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2332 Regions dissolved: 0 Repeated reconstructions avoided: 2332 Largest region lifetime: 2333 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2333:occupied=31 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 2297 State changes reopening evaluation: 33 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2082 Maximum occupied tiles: 17 Seat events: 135 Single-blocker events: 32 Multiple-blocker events: 10 Temporary aisle reoccupations: 52 RIGHT AISLE ----------- Total moves: 760 Maximum occupied tiles: 31 Seat events: 10 Single-blocker events: 2 Multiple-blocker events: 0 Temporary aisle reoccupations: 2 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 43 Reservations granted: 43 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 106 Remaining moving in aisle: 30 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 69617 Longest unresolved passenger ID: 2 Longest unresolved row: 17 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 31 Longest dependency chain: P46(24G/RIGHT) -> P238(28I/RIGHT) -> P165(24H/RIGHT) -> P108(26G/RIGHT) -> P154(27D/RIGHT) -> P213(27I/RIGHT) -> P55(24I/RIGHT) -> P270(27E/RIGHT) -> P101(28E/RIGHT) -> P178(26D/RIGHT) -> P226(28H/RIGHT) -> P23(25E/RIGHT) -> P97(27H/RIGHT) -> P204(26E/RIGHT) -> P192(25I/RIGHT) -> P27(26H/RIGHT) -> P76(25D/RIGHT) -> P249(30F/RIGHT) -> P93(26I/RIGHT) -> P22(30H/RIGHT) -> P250(24E/RIGHT) -> P61(30D/RIGHT) -> P196(25G/RIGHT) -> P208(31F/RIGHT) -> P14(29E/RIGHT) -> P274(29D/RIGHT) -> P237(30E/RIGHT) -> P197(31D/RIGHT) -> P217(32I/RIGHT) -> P185(32H/RIGHT) -> P109(31I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 46 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 30 Total blocked ticks: 77336 Total stationary ticks: 400147 Seat-event requests: 2481 Failed seat-event starts: 2336 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 109 Critical blocker identity: P109->31I(RIGHT) Direct fan-out: 1 Total indirect descendants: 30 Critical tree size including blocker: 31 Critical tree depth: 31 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 31 Unresolved outside passengers: 106 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P109(31I/RIGHT/WAITING_FOR_SEAT_EVENT) P185(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P217(32I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P197(31D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P237(30E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P274(29D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P14(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P208(31F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P196(25G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P61(30D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P250(24E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P22(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P93(26I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P249(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P76(25D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P27(26H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P192(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P204(26E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P97(27H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P23(25E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P226(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P178(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P101(28E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P270(27E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P55(24I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P213(27I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P154(27D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P108(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P165(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P238(28I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P46(24G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 2334 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 32|33 Critical blocker unavailable yield tiles: 33 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 2 Rear-boundary failures: 2334 Middle-bank reservation failures: 0 Active-event deferrals: 202 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 32|33 Current unavailable yield tiles: 33 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2481\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 2\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 25 | standardDataset=276/282 (97.87%) | completionTriggeredDataset=145/282 (51.42%) | seatedDelta=-131 | completionDelta=-46.45% | outsideDelta=+106 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | completionTriggeredWorse=true | standardFamily=LINKED_ROW_EVENT_CHAIN | completionTriggeredFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 21 COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT ============================================================ Date/Time: 2026-07-16 23:07:53 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 26 Scenario seed: 722007454514889823 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 59.49% Aisle-assignment balance: 96.88% OUTCOME ------- Status: SUCCESS Completed ticks: 1287 Passengers seated: 353/353 Average waiting ticks: 586.65 Longest waiting passenger: P178->2A(LEFT) Longest waiting ticks: 1226 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: LEFT:region=R4:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 90 Regions dissolved: 4 Repeated reconstructions avoided: 90 Largest region lifetime: 38 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=18 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3193 Maximum occupied tiles: 14 Seat events: 182 Single-blocker events: 45 Multiple-blocker events: 30 Temporary aisle reoccupations: 111 RIGHT AISLE ----------- Total moves: 3005 Maximum occupied tiles: 13 Seat events: 171 Single-blocker events: 47 Multiple-blocker events: 24 Temporary aisle reoccupations: 101 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 160 Reservations granted: 157 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7774 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9701 Total stationary ticks: 213884 Seat-event requests: 378 Failed seat-event starts: 25 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 882 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 25 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 882 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 380\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 6\nOccupied-space rejections: 30\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 21 COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT ============================================================ Date/Time: 2026-07-16 23:07:53 Experiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 26 Scenario seed: 722007454514889823 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 59.49% Aisle-assignment balance: 96.88% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 1658 Passengers seated: 31/353 Average waiting ticks: 1224.07 Longest waiting passenger: P0->12F(RIGHT) Longest waiting ticks: 1658 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 36 Cluster candidates evaluated: 37 Executable cluster candidates: 1 Rejected cluster candidates: 36 Cluster selections: 1 Cluster-selected events started: 0 Largest detected cluster: 36 Selected release potential total: 4 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 3029 Regions dissolved: 0 Repeated reconstructions avoided: 3029 Largest region lifetime: 1533 Maximum simultaneous active regions: 2 Regions active at termination: 2 Last lifecycle event: UPDATE:R1:age=1533:occupied=36 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1485 State changes reopening evaluation: 35 Region priority competitions: 1495 Regions ranked: 2990 Hierarchical selections: 1495 Lower-priority evaluations deferred: 1495 Highest selected priority score: 39710 Left/right priority wins: 0/1495 Priority ties: 0 Last priority decision: LEFT:R2:score=38610 | RIGHT:R1:score=39710 | selected=RIGHT LEFT AISLE ---------- Total moves: 1145 Maximum occupied tiles: 35 Seat events: 17 Single-blocker events: 5 Multiple-blocker events: 0 Temporary aisle reoccupations: 5 RIGHT AISLE ----------- Total moves: 1084 Maximum occupied tiles: 36 Seat events: 14 Single-blocker events: 1 Multiple-blocker events: 0 Temporary aisle reoccupations: 1 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1534 Reservations granted: 1532 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 2 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 251 Remaining moving in aisle: 67 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 100024 Longest unresolved passenger ID: 0 Longest unresolved row: 12 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 35 Longest dependency chain: P81(30F/RIGHT) -> P103(20I/RIGHT) -> P213(28D/RIGHT) -> P52(27I/RIGHT) -> P93(28H/RIGHT) -> P75(28J/RIGHT) -> P300(31H/RIGHT) -> P68(31J/RIGHT) -> P245(28I/RIGHT) -> P332(30H/RIGHT) -> P170(31F/RIGHT) -> P301(28E/RIGHT) -> P330(31I/RIGHT) -> P264(26I/RIGHT) -> P160(27J/RIGHT) -> P41(28G/RIGHT) -> P198(30J/RIGHT) -> P188(29J/RIGHT) -> P201(26H/RIGHT) -> P218(30I/RIGHT) -> P195(34J/RIGHT) -> P220(26J/RIGHT) -> P307(36F/RIGHT) -> P352(30E/RIGHT) -> P24(35H/RIGHT) -> P54(29I/RIGHT) -> P158(33G/RIGHT) -> P76(32E/RIGHT) -> P343(34D/RIGHT) -> P159(34H/RIGHT) -> P230(33H/RIGHT) -> P14(35D/RIGHT) -> P336(34F/RIGHT) -> P33(36E/RIGHT) -> P40(35F/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 81 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 67 Total blocked ticks: 108441 Total stationary ticks: 534283 Seat-event requests: 3054 Failed seat-event starts: 3023 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 40 Critical blocker identity: P40->35F(RIGHT) Direct fan-out: 1 Total indirect descendants: 34 Critical tree size including blocker: 35 Critical tree depth: 35 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 71 Unresolved outside passengers: 251 Unresolved internal passengers outside critical tree: 36 Critical blocker tree: P40(35F/RIGHT/WAITING_FOR_SEAT_EVENT) P33(36E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P336(34F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P14(35D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P230(33H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P159(34H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P343(34D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P76(32E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P158(33G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P54(29I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P24(35H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P352(30E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P307(36F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P220(26J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P195(34J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P218(30I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P201(26H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P188(29J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P198(30J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P41(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P160(27J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P264(26I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P330(31I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P301(28E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P170(31F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P332(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P245(28I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P68(31J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P300(31H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P75(28J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P93(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P52(27I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P213(28D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P103(20I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P81(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 3022 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 36 Critical blocker unavailable yield tiles: 36 Critical blocker yield-tile occupants: 199 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 3 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 3022 Rear-boundary failures: 1 Middle-bank reservation failures: 2 Active-event deferrals: 53 Simultaneous arbitration losses: 2 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[199]: P199(36I/RIGHT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P199->36I(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P199{seat=36I,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=123,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 36 Current unavailable yield tiles: 36 Current yield-tile occupants: 199 Final row-event chain: 40|199 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3057\nPrecedence substitutions made: 0\nDependency chains followed: 1524\nBlocked by waiting-row occupant: 1524\nSubstituted events started: 0\nOccupied-space rejections: 3023\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 26 | standardDataset=353/353 (100.00%) | completionTriggeredDataset=31/353 (8.78%) | seatedDelta=-322 | completionDelta=-91.22% | outsideDelta=+251 | clustersDetected=2 | clusterSelections=1 | clusterStarts=0 | convertedToSuccess=false | completionTriggeredWorse=true | standardFamily=COMPLETE_CABIN | completionTriggeredFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 21 COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT ============================================================ Date/Time: 2026-07-16 23:07:53 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 27 Scenario seed: -5450447113087893164 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 98.58% OUTCOME ------- Status: SUCCESS Completed ticks: 1282 Passengers seated: 353/353 Average waiting ticks: 599.70 Longest waiting passenger: P326->9H(RIGHT) Longest waiting ticks: 1238 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2967 Maximum occupied tiles: 12 Seat events: 174 Single-blocker events: 46 Multiple-blocker events: 23 Temporary aisle reoccupations: 96 RIGHT AISLE ----------- Total moves: 3223 Maximum occupied tiles: 12 Seat events: 179 Single-blocker events: 52 Multiple-blocker events: 30 Temporary aisle reoccupations: 113 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 150 Reservations granted: 150 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7466 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8940 Total stationary ticks: 217898 Seat-event requests: 366 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 762 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 762 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 366\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 21 COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT ============================================================ Date/Time: 2026-07-16 23:07:53 Experiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 27 Scenario seed: -5450447113087893164 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 98.58% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2724 Passengers seated: 195/353 Average waiting ticks: 1271.05 Longest waiting passenger: P2->15E(RIGHT) Longest waiting ticks: 2724 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 48 Cluster candidates evaluated: 93 Executable cluster candidates: 1 Rejected cluster candidates: 92 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 36 Selected release potential total: 4 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 2575 Regions dissolved: 1 Repeated reconstructions avoided: 2575 Largest region lifetime: 2553 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=2553:occupied=36 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 2490 State changes reopening evaluation: 46 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2967 Maximum occupied tiles: 19 Seat events: 174 Single-blocker events: 46 Multiple-blocker events: 12 Temporary aisle reoccupations: 70 RIGHT AISLE ----------- Total moves: 1298 Maximum occupied tiles: 36 Seat events: 21 Single-blocker events: 3 Multiple-blocker events: 3 Temporary aisle reoccupations: 9 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 2618 Reservations granted: 2612 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 122 Remaining moving in aisle: 33 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 83180 Longest unresolved passenger ID: 2 Longest unresolved row: 15 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 34 Longest dependency chain: P197(22I/RIGHT) -> P165(26H/RIGHT) -> P126(23H/RIGHT) -> P72(26J/RIGHT) -> P166(25I/RIGHT) -> P135(26I/RIGHT) -> P69(31I/RIGHT) -> P16(30I/RIGHT) -> P247(29I/RIGHT) -> P59(27E/RIGHT) -> P70(30H/RIGHT) -> P207(30E/RIGHT) -> P40(31F/RIGHT) -> P42(27F/RIGHT) -> P318(26D/RIGHT) -> P297(29F/RIGHT) -> P208(27H/RIGHT) -> P10(30G/RIGHT) -> P43(28G/RIGHT) -> P147(29J/RIGHT) -> P269(29H/RIGHT) -> P12(31J/RIGHT) -> P73(31H/RIGHT) -> P340(31G/RIGHT) -> P150(26F/RIGHT) -> P22(32G/RIGHT) -> P23(29E/RIGHT) -> P96(32H/RIGHT) -> P31(36E/RIGHT) -> P44(32J/RIGHT) -> P228(34J/RIGHT) -> P279(35I/RIGHT) -> P335(36J/RIGHT) -> P196(34E/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 197 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 33 Total blocked ticks: 99210 Total stationary ticks: 538916 Seat-event requests: 2738 Failed seat-event starts: 2543 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 196 Critical blocker identity: P196->34E(RIGHT) Direct fan-out: 1 Total indirect descendants: 33 Critical tree size including blocker: 34 Critical tree depth: 34 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 36 Unresolved outside passengers: 122 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P196(34E/RIGHT/WAITING_FOR_SEAT_EVENT) P335(36J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P279(35I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P228(34J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P44(32J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P31(36E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P96(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P23(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P22(32G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P150(26F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P340(31G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P73(31H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P12(31J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P269(29H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P147(29J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P43(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P10(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P208(27H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P297(29F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P318(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P42(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P40(31F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P207(30E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P70(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P59(27E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P247(29I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P16(30I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P69(31I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P135(26I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P166(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P72(26J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P126(23H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P165(26H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P197(22I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 2542 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 35|36 Critical blocker unavailable yield tiles: 35|36 Critical blocker yield-tile occupants: 231|276 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 2 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 2542 Rear-boundary failures: 1 Middle-bank reservation failures: 6 Active-event deferrals: 343 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 2 Trace length: 1 Yield-occupant trace: yieldOccupant[231]: P231(35J/RIGHT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[276]: P276(36I/RIGHT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P276->36I(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: false Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P231{seat=35J,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=35,directBlocker=-1,lastMoveTick=164,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} || P276{seat=36I,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=163,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 35|36 Current unavailable yield tiles: 35|36 Current yield-tile occupants: 231|276 Final row-event chain: 196|231 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2744\nPrecedence substitutions made: 3\nDependency chains followed: 2543\nBlocked by waiting-row occupant: 5082\nSubstituted events started: 1\nOccupied-space rejections: 10218\nMaximum scheduling-chain depth: 3\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 27 | standardDataset=353/353 (100.00%) | completionTriggeredDataset=195/353 (55.24%) | seatedDelta=-158 | completionDelta=-44.76% | outsideDelta=+122 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | completionTriggeredWorse=true | standardFamily=COMPLETE_CABIN | completionTriggeredFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 21 COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT ============================================================ Date/Time: 2026-07-16 23:07:53 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 28 Scenario seed: 246091010528561545 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.05% Blocker-prone seat share (topology component): 60.34% Aisle-assignment balance: 96.88% OUTCOME ------- Status: SUCCESS Completed ticks: 1319 Passengers seated: 353/353 Average waiting ticks: 602.32 Longest waiting passenger: P36->10I(RIGHT) Longest waiting ticks: 1278 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 39 Regions dissolved: 2 Repeated reconstructions avoided: 39 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2983 Maximum occupied tiles: 13 Seat events: 171 Single-blocker events: 42 Multiple-blocker events: 20 Temporary aisle reoccupations: 84 RIGHT AISLE ----------- Total moves: 3263 Maximum occupied tiles: 15 Seat events: 182 Single-blocker events: 47 Multiple-blocker events: 27 Temporary aisle reoccupations: 108 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 158 Reservations granted: 158 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7403 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8981 Total stationary ticks: 218852 Seat-event requests: 373 Failed seat-event starts: 20 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 798 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 20 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 798 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 373\nPrecedence substitutions made: 3\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 3\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 21 COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT ============================================================ Date/Time: 2026-07-16 23:07:53 Experiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 28 Scenario seed: 246091010528561545 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET Row-zone concentration (diagnostic control): 28.05% Blocker-prone seat share (topology component): 60.34% Aisle-assignment balance: 96.88% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2782 Passengers seated: 200/353 Average waiting ticks: 1291.59 Longest waiting passenger: P0->18A(LEFT) Longest waiting ticks: 2782 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 46 Cluster candidates evaluated: 132 Executable cluster candidates: 0 Rejected cluster candidates: 132 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 35 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2617 Regions dissolved: 0 Repeated reconstructions avoided: 2617 Largest region lifetime: 2618 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2618:occupied=35 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 2564 State changes reopening evaluation: 45 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1181 Maximum occupied tiles: 35 Seat events: 18 Single-blocker events: 4 Multiple-blocker events: 0 Temporary aisle reoccupations: 4 RIGHT AISLE ----------- Total moves: 3263 Maximum occupied tiles: 20 Seat events: 182 Single-blocker events: 52 Multiple-blocker events: 13 Temporary aisle reoccupations: 79 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 82 Reservations granted: 82 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 118 Remaining moving in aisle: 31 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 80362 Longest unresolved passenger ID: 0 Longest unresolved row: 18 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 29 Longest dependency chain: P85(25A/LEFT) -> P80(28B/LEFT) -> P216(20B/LEFT) -> P50(26B/LEFT) -> P159(20C/LEFT) -> P160(31D/LEFT) -> P39(21D/LEFT) -> P131(29E/LEFT) -> P304(31A/LEFT) -> P208(29G/LEFT) -> P124(30E/LEFT) -> P82(27A/LEFT) -> P283(30C/LEFT) -> P327(28D/LEFT) -> P161(27C/LEFT) -> P215(27G/LEFT) -> P220(31E/LEFT) -> P202(31B/LEFT) -> P62(30B/LEFT) -> P128(29C/LEFT) -> P297(31C/LEFT) -> P279(27B/LEFT) -> P312(26G/LEFT) -> P234(26C/LEFT) -> P94(28C/LEFT) -> P292(30A/LEFT) -> P196(28A/LEFT) -> P261(35F/LEFT) -> P211(29A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 85 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 31 Total blocked ticks: 99690 Total stationary ticks: 543854 Seat-event requests: 2818 Failed seat-event starts: 2618 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 211 Critical blocker identity: P211->29A(LEFT) Direct fan-out: 1 Total indirect descendants: 28 Critical tree size including blocker: 29 Critical tree depth: 29 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 35 Unresolved outside passengers: 118 Unresolved internal passengers outside critical tree: 6 Critical blocker tree: P211(29A/LEFT/WAITING_FOR_SEAT_EVENT) P261(35F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P196(28A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P292(30A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P94(28C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P234(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P312(26G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P279(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P297(31C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P128(29C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P62(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P202(31B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P220(31E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P215(27G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P161(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P327(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P283(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P82(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P124(30E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P208(29G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P304(31A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P131(29E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P39(21D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P160(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P159(20C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P50(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P216(20B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P80(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P85(25A/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 2617 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 89 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 3 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 2617 Rear-boundary failures: 1 Middle-bank reservation failures: 0 Active-event deferrals: 300 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 3 Yield-occupant trace: yieldOccupant[89]: P89(33E/LEFT/MOVING_IN_AISLE@tile30) -> P143(32B/LEFT/MOVING_IN_AISLE@tile31) -> P72(32A/LEFT/WAITING_AT_ROW@tile32) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P72->32A(LEFT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P89{seat=33E,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=143,lastMoveTick=178,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 30 Current unavailable yield tiles: 30 Current yield-tile occupants: 89 Final row-event chain: 211|89|143|72 Final row-event chain length: 4 Distinct row events in chain: 4 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 4 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2818\nPrecedence substitutions made: 4\nDependency chains followed: 15\nBlocked by waiting-row occupant: 15\nSubstituted events started: 4\nOccupied-space rejections: 5343\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 28 | standardDataset=353/353 (100.00%) | completionTriggeredDataset=200/353 (56.66%) | seatedDelta=-153 | completionDelta=-43.34% | outsideDelta=+118 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | completionTriggeredWorse=true | standardFamily=COMPLETE_CABIN | completionTriggeredFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 21 COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT ============================================================ Date/Time: 2026-07-16 23:07:53 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 29 Scenario seed: 4203914317130684635 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.05% Blocker-prone seat share (topology component): 67.57% Aisle-assignment balance: 99.61% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2413 Passengers seated: 257/259 Average waiting ticks: 430.23 Longest waiting passenger: P157->31I(RIGHT) Longest waiting ticks: 2353 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1895 Maximum occupied tiles: 12 Seat events: 130 Single-blocker events: 30 Multiple-blocker events: 13 Temporary aisle reoccupations: 56 RIGHT AISLE ----------- Total moves: 2013 Maximum occupied tiles: 12 Seat events: 127 Single-blocker events: 38 Multiple-blocker events: 9 Temporary aisle reoccupations: 56 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 89 Reservations granted: 89 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4711 Longest unresolved passenger ID: 177 Longest unresolved row: 32 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P177(32G/RIGHT) -> P157(31I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 177 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 9006 Total stationary ticks: 116891 Seat-event requests: 1811 Failed seat-event starts: 1554 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 157 Critical blocker identity: P157->31I(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P157(31I/RIGHT/WAITING_FOR_SEAT_EVENT) P177(32G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1544 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 32|33 Critical blocker unavailable yield tiles: 33 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 10 Rear-boundary failures: 1544 Middle-bank reservation failures: 0 Active-event deferrals: 630 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 32|33 Current unavailable yield tiles: 33 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1811\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 21 COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT ============================================================ Date/Time: 2026-07-16 23:07:53 Experiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 29 Scenario seed: 4203914317130684635 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET Row-zone concentration (diagnostic control): 32.05% Blocker-prone seat share (topology component): 67.57% Aisle-assignment balance: 99.61% OUTCOME ------- Status: SUCCESS Completed ticks: 899 Passengers seated: 259/259 Average waiting ticks: 417.58 Longest waiting passenger: P178->6G(RIGHT) Longest waiting ticks: 887 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: LEFT:tiles12-15:occupied=3:anchor=P175:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 14 Regions dissolved: 1 Repeated reconstructions avoided: 14 Largest region lifetime: 15 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=15 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1895 Maximum occupied tiles: 17 Seat events: 130 Single-blocker events: 30 Multiple-blocker events: 13 Temporary aisle reoccupations: 56 RIGHT AISLE ----------- Total moves: 2015 Maximum occupied tiles: 17 Seat events: 129 Single-blocker events: 38 Multiple-blocker events: 10 Temporary aisle reoccupations: 58 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 94 Reservations granted: 91 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 9053 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9843 Total stationary ticks: 116231 Seat-event requests: 265 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 427 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 427 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 267\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 9\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 29 | standardDataset=257/259 (99.23%) | completionTriggeredDataset=259/259 (100.00%) | seatedDelta=+2 | completionDelta=+0.77% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=true | completionTriggeredWorse=false | standardFamily=REAR_BOUNDARY_LOCK | completionTriggeredFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 21 COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT ============================================================ Date/Time: 2026-07-16 23:07:53 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 30 Scenario seed: -7557663346310737177 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.07% Blocker-prone seat share (topology component): 59.06% Aisle-assignment balance: 98.25% OUTCOME ------- Status: SUCCESS Completed ticks: 1236 Passengers seated: 342/342 Average waiting ticks: 564.65 Longest waiting passenger: P20->31I(RIGHT) Longest waiting ticks: 1184 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 5 Clusters detected: 5 Activations without intervention: 6 Cluster candidates evaluated: 4 Executable cluster candidates: 4 Rejected cluster candidates: 0 Cluster selections: 4 Cluster-selected events started: 5 Largest detected cluster: 7 Selected release potential total: 16 Last cluster decision: RIGHT:tiles20-22:occupied=3:anchor=P236:selected=P293:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 5 Region updates: 88 Regions dissolved: 5 Repeated reconstructions avoided: 88 Largest region lifetime: 35 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R5:lifetime=9 Confirmation deferral ticks: 8 Regions reaching confirmation: 3 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 4 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2986 Maximum occupied tiles: 14 Seat events: 168 Single-blocker events: 37 Multiple-blocker events: 26 Temporary aisle reoccupations: 94 RIGHT AISLE ----------- Total moves: 2895 Maximum occupied tiles: 16 Seat events: 174 Single-blocker events: 43 Multiple-blocker events: 31 Temporary aisle reoccupations: 110 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 159 Reservations granted: 159 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7405 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9317 Total stationary ticks: 199595 Seat-event requests: 382 Failed seat-event starts: 40 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 861 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 40 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 861 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 378\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 14\nOccupied-space rejections: 50\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 21 COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT ============================================================ Date/Time: 2026-07-16 23:07:53 Experiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 30 Scenario seed: -7557663346310737177 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET Row-zone concentration (diagnostic control): 28.07% Blocker-prone seat share (topology component): 59.06% Aisle-assignment balance: 98.25% OUTCOME ------- Status: SUCCESS Completed ticks: 1206 Passengers seated: 342/342 Average waiting ticks: 557.01 Longest waiting passenger: P203->4H(RIGHT) Longest waiting ticks: 1186 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2986 Maximum occupied tiles: 19 Seat events: 168 Single-blocker events: 41 Multiple-blocker events: 26 Temporary aisle reoccupations: 100 RIGHT AISLE ----------- Total moves: 2895 Maximum occupied tiles: 19 Seat events: 174 Single-blocker events: 44 Multiple-blocker events: 28 Temporary aisle reoccupations: 104 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 149 Reservations granted: 141 Reservations denied/waited: 8 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 13713 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 14728 Total stationary ticks: 202807 Seat-event requests: 348 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 548 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 1 Middle-bank reservation failures: 8 Active-event deferrals: 548 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 356\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 9\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 30 | standardDataset=342/342 (100.00%) | completionTriggeredDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | completionTriggeredWorse=false | standardFamily=COMPLETE_CABIN | completionTriggeredFamily=COMPLETE_CABIN ************************************************************ BATCH EXPERIMENT SUMMARY RESEARCH EXPERIMENT 21 COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT ************************************************************ Experiment seed: 2083790101901 Scenarios executed: 60 Successful completions: 35 Incomplete/MAX_TICKS: 25 Average completed ticks: 1526.62 Average waiting ticks: 597.99 ************************************************************ ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 22 COARSE-COHORT OPPOSITE-AISLE INTERLEAVING ============================================================ Date/Time: 2026-07-16 23:15:18 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 1 Scenario seed: -4248938912819631269 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 98.72% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2327 Passengers seated: 221/235 Average waiting ticks: 455.32 Longest waiting passenger: P6->10H(RIGHT) Longest waiting ticks: 2327 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 3 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles25-27:occupied=3:anchor=P29:selected=P181:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 15 Regions dissolved: 1 Repeated reconstructions avoided: 15 Largest region lifetime: 16 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=16 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1708 Maximum occupied tiles: 13 Seat events: 116 Single-blocker events: 28 Multiple-blocker events: 19 Temporary aisle reoccupations: 71 RIGHT AISLE ----------- Total moves: 1555 Maximum occupied tiles: 12 Seat events: 105 Single-blocker events: 26 Multiple-blocker events: 9 Temporary aisle reoccupations: 48 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1717 Reservations granted: 1709 Reservations denied/waited: 8 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 8 Remaining moving in aisle: 3 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 5451 Longest unresolved passenger ID: 6 Longest unresolved row: 10 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P82(30E/RIGHT) -> P15(6G/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 82 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 15044 Total stationary ticks: 115476 Seat-event requests: 1820 Failed seat-event starts: 1599 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 15 Critical blocker identity: P15->6G(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 6 Unresolved outside passengers: 8 Unresolved internal passengers outside critical tree: 4 Critical blocker tree: P15(6G/RIGHT/WAITING_FOR_SEAT_EVENT) P82(30E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1599 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1599 Rear-boundary failures: 0 Middle-bank reservation failures: 8 Active-event deferrals: 519 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_SPACE_AVAILABLE Final snapshot prerequisite: YIELD_SPACE_AVAILABLE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: YIELD_SPACE_AVAILABLE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1828\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 4\nOccupied-space rejections: 1601\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 22 COARSE-COHORT OPPOSITE-AISLE INTERLEAVING ============================================================ Date/Time: 2026-07-16 23:15:18 Experiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 1 Scenario seed: -4248938912819631269 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: COARSE_COHORT_AISLE_INTERLEAVED_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 98.72% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2325 Passengers seated: 232/235 Average waiting ticks: 381.14 Longest waiting passenger: P185->30A(LEFT) Longest waiting ticks: 2225 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 2073 Regions dissolved: 1 Repeated reconstructions avoided: 2073 Largest region lifetime: 2054 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2054:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1661 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1706 Maximum occupied tiles: 17 Seat events: 113 Single-blocker events: 28 Multiple-blocker events: 16 Temporary aisle reoccupations: 64 RIGHT AISLE ----------- Total moves: 1734 Maximum occupied tiles: 16 Seat events: 119 Single-blocker events: 30 Multiple-blocker events: 14 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 132 Reservations granted: 123 Reservations denied/waited: 9 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 2 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7210 Longest unresolved passenger ID: 24 Longest unresolved row: 30 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P25(29F/LEFT) -> P24(30F/LEFT) -> P185(30A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 25 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 2 Total blocked ticks: 14483 Total stationary ticks: 100105 Seat-event requests: 1910 Failed seat-event starts: 1678 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 185 Critical blocker identity: P185->30A(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P185(30A/LEFT/WAITING_FOR_SEAT_EVENT) P24(30F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P25(29F/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1669 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 1 Critical blocker required yield tiles: 31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 1669 Middle-bank reservation failures: 9 Active-event deferrals: 900 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 1 Current required yield tiles: 31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1919\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 8\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 01 | standardDataset=221/235 (94.04%) | aisleInterleavedDataset=232/235 (98.72%) | seatedDelta=+11 | completionDelta=+4.68% | outsideDelta=-8 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | aisleInterleavedWorse=false | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | aisleInterleavedFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 22 COARSE-COHORT OPPOSITE-AISLE INTERLEAVING ============================================================ Date/Time: 2026-07-16 23:15:18 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 2 Scenario seed: 2182383722134259186 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 75.46% Aisle-assignment balance: 97.22% OUTCOME ------- Status: SUCCESS Completed ticks: 784 Passengers seated: 216/216 Average waiting ticks: 350.50 Longest waiting passenger: P151->14E(LEFT) Longest waiting ticks: 733 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 39 Regions dissolved: 2 Repeated reconstructions avoided: 39 Largest region lifetime: 33 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=33 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1653 Maximum occupied tiles: 15 Seat events: 111 Single-blocker events: 23 Multiple-blocker events: 10 Temporary aisle reoccupations: 48 RIGHT AISLE ----------- Total moves: 1511 Maximum occupied tiles: 11 Seat events: 105 Single-blocker events: 27 Multiple-blocker events: 4 Temporary aisle reoccupations: 36 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 117 Reservations granted: 114 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3806 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4946 Total stationary ticks: 78953 Seat-event requests: 222 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 568 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 568 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 225\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 22 COARSE-COHORT OPPOSITE-AISLE INTERLEAVING ============================================================ Date/Time: 2026-07-16 23:15:18 Experiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 2 Scenario seed: 2182383722134259186 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: COARSE_COHORT_AISLE_INTERLEAVED_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 75.46% Aisle-assignment balance: 97.22% OUTCOME ------- Status: SUCCESS Completed ticks: 773 Passengers seated: 216/216 Average waiting ticks: 344.84 Longest waiting passenger: P169->7B(LEFT) Longest waiting ticks: 745 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1653 Maximum occupied tiles: 16 Seat events: 111 Single-blocker events: 23 Multiple-blocker events: 10 Temporary aisle reoccupations: 48 RIGHT AISLE ----------- Total moves: 1511 Maximum occupied tiles: 16 Seat events: 105 Single-blocker events: 27 Multiple-blocker events: 4 Temporary aisle reoccupations: 36 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 110 Reservations granted: 108 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6587 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7461 Total stationary ticks: 80331 Seat-event requests: 216 Failed seat-event starts: 0 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 502 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 0 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 502 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 218\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 3\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 02 | standardDataset=216/216 (100.00%) | aisleInterleavedDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | aisleInterleavedWorse=false | standardFamily=COMPLETE_CABIN | aisleInterleavedFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 22 COARSE-COHORT OPPOSITE-AISLE INTERLEAVING ============================================================ Date/Time: 2026-07-16 23:15:18 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 3 Scenario seed: -1064509833421198483 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.78% Blocker-prone seat share (topology component): 60.46% Aisle-assignment balance: 90.85% OUTCOME ------- Status: SUCCESS Completed ticks: 1221 Passengers seated: 306/306 Average waiting ticks: 527.75 Longest waiting passenger: P261->32E(LEFT) Longest waiting ticks: 1159 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: LEFT:tiles19-21:occupied=3:anchor=P59:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 9 Regions dissolved: 1 Repeated reconstructions avoided: 9 Largest region lifetime: 10 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=10 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2940 Maximum occupied tiles: 13 Seat events: 167 Single-blocker events: 44 Multiple-blocker events: 18 Temporary aisle reoccupations: 83 RIGHT AISLE ----------- Total moves: 2427 Maximum occupied tiles: 14 Seat events: 139 Single-blocker events: 36 Multiple-blocker events: 10 Temporary aisle reoccupations: 56 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 125 Reservations granted: 123 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6313 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8018 Total stationary ticks: 166969 Seat-event requests: 316 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 875 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 875 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 318\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 22 COARSE-COHORT OPPOSITE-AISLE INTERLEAVING ============================================================ Date/Time: 2026-07-16 23:15:18 Experiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 3 Scenario seed: -1064509833421198483 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: COARSE_COHORT_AISLE_INTERLEAVED_DATASET Row-zone concentration (diagnostic control): 27.78% Blocker-prone seat share (topology component): 60.46% Aisle-assignment balance: 90.85% OUTCOME ------- Status: SUCCESS Completed ticks: 1178 Passengers seated: 306/306 Average waiting ticks: 542.40 Longest waiting passenger: P205->3F(LEFT) Longest waiting ticks: 1163 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2940 Maximum occupied tiles: 18 Seat events: 167 Single-blocker events: 45 Multiple-blocker events: 19 Temporary aisle reoccupations: 86 RIGHT AISLE ----------- Total moves: 2427 Maximum occupied tiles: 18 Seat events: 139 Single-blocker events: 35 Multiple-blocker events: 9 Temporary aisle reoccupations: 53 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 123 Reservations granted: 121 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 10045 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 10955 Total stationary ticks: 174808 Seat-event requests: 312 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 536 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 536 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 314\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 03 | standardDataset=306/306 (100.00%) | aisleInterleavedDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | aisleInterleavedWorse=false | standardFamily=COMPLETE_CABIN | aisleInterleavedFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 22 COARSE-COHORT OPPOSITE-AISLE INTERLEAVING ============================================================ Date/Time: 2026-07-16 23:15:18 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 4 Scenario seed: 7274058025060234938 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.77% Blocker-prone seat share (topology component): 75.88% Aisle-assignment balance: 93.86% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2365 Passengers seated: 226/228 Average waiting ticks: 398.28 Longest waiting passenger: P227->28F(LEFT) Longest waiting ticks: 2283 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 17 Regions dissolved: 1 Repeated reconstructions avoided: 17 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=18 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1789 Maximum occupied tiles: 14 Seat events: 119 Single-blocker events: 33 Multiple-blocker events: 12 Temporary aisle reoccupations: 59 RIGHT AISLE ----------- Total moves: 1509 Maximum occupied tiles: 10 Seat events: 107 Single-blocker events: 23 Multiple-blocker events: 10 Temporary aisle reoccupations: 44 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1622 Reservations granted: 1622 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4118 Longest unresolved passenger ID: 146 Longest unresolved row: 30 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 1 Longest dependency chain: P146(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 146 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8146 Total stationary ticks: 94195 Seat-event requests: 1739 Failed seat-event starts: 1513 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 146 Critical blocker identity: P146->30F(LEFT) Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 1 Critical tree depth: 1 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P146(30F/LEFT/WAITING_FOR_SEAT_EVENT) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1513 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1513 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 538 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 31|32|33 Current unavailable yield tiles: 31|32|33 Current yield-tile occupants: -1|-1|-1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1739\nPrecedence substitutions made: 2\nDependency chains followed: 1509\nBlocked by waiting-row occupant: 1509\nSubstituted events started: 2\nOccupied-space rejections: 1514\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 22 COARSE-COHORT OPPOSITE-AISLE INTERLEAVING ============================================================ Date/Time: 2026-07-16 23:15:18 Experiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 4 Scenario seed: 7274058025060234938 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: COARSE_COHORT_AISLE_INTERLEAVED_DATASET Row-zone concentration (diagnostic control): 33.77% Blocker-prone seat share (topology component): 75.88% Aisle-assignment balance: 93.86% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2351 Passengers seated: 226/228 Average waiting ticks: 400.78 Longest waiting passenger: P227->28F(LEFT) Longest waiting ticks: 2268 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1789 Maximum occupied tiles: 15 Seat events: 119 Single-blocker events: 38 Multiple-blocker events: 11 Temporary aisle reoccupations: 63 RIGHT AISLE ----------- Total moves: 1509 Maximum occupied tiles: 15 Seat events: 107 Single-blocker events: 23 Multiple-blocker events: 8 Temporary aisle reoccupations: 40 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1765 Reservations granted: 1765 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6165 Longest unresolved passenger ID: 146 Longest unresolved row: 30 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 1 Longest dependency chain: P146(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 146 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 11169 Total stationary ticks: 96706 Seat-event requests: 1882 Failed seat-event starts: 1656 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 146 Critical blocker identity: P146->30F(LEFT) Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 1 Critical tree depth: 1 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P146(30F/LEFT/WAITING_FOR_SEAT_EVENT) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1656 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1656 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 1176 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 31|32|33 Current unavailable yield tiles: 31|32|33 Current yield-tile occupants: -1|-1|-1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1882\nPrecedence substitutions made: 3\nDependency chains followed: 1656\nBlocked by waiting-row occupant: 1656\nSubstituted events started: 5\nOccupied-space rejections: 1658\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 04 | standardDataset=226/228 (99.12%) | aisleInterleavedDataset=226/228 (99.12%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | aisleInterleavedWorse=false | standardFamily=REAR_BOUNDARY_LOCK | aisleInterleavedFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 22 COARSE-COHORT OPPOSITE-AISLE INTERLEAVING ============================================================ Date/Time: 2026-07-16 23:15:18 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 5 Scenario seed: -6917015326788615388 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 245 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.43% Blocker-prone seat share (topology component): 65.71% Aisle-assignment balance: 94.69% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2418 Passengers seated: 239/245 Average waiting ticks: 410.04 Longest waiting passenger: P89->32A(LEFT) Longest waiting ticks: 2351 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 3 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 6 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1803 Regions dissolved: 0 Repeated reconstructions avoided: 1803 Largest region lifetime: 1804 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1804:occupied=6 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1677 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1777 Maximum occupied tiles: 14 Seat events: 110 Single-blocker events: 30 Multiple-blocker events: 10 Temporary aisle reoccupations: 50 RIGHT AISLE ----------- Total moves: 2014 Maximum occupied tiles: 12 Seat events: 129 Single-blocker events: 29 Multiple-blocker events: 9 Temporary aisle reoccupations: 47 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 84 Reservations granted: 84 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 5 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 9039 Longest unresolved passenger ID: 50 Longest unresolved row: 32 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 6 Longest dependency chain: P153(29A/LEFT) -> P175(30B/LEFT) -> P210(30C/LEFT) -> P107(32E/LEFT) -> P50(32D/LEFT) -> P89(32A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 153 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 5 Total blocked ticks: 15892 Total stationary ticks: 112835 Seat-event requests: 1931 Failed seat-event starts: 1692 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 89 Critical blocker identity: P89->32A(LEFT) Direct fan-out: 1 Total indirect descendants: 5 Critical tree size including blocker: 6 Critical tree depth: 6 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 6 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P89(32A/LEFT/WAITING_FOR_SEAT_EVENT) P50(32D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P107(32E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P210(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P175(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P153(29A/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1687 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 1 Critical blocker required yield tiles: 33 Critical blocker unavailable yield tiles: 33 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 1687 Middle-bank reservation failures: 0 Active-event deferrals: 579 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 1 Current required yield tiles: 33 Current unavailable yield tiles: 33 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1931\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 22 COARSE-COHORT OPPOSITE-AISLE INTERLEAVING ============================================================ Date/Time: 2026-07-16 23:15:18 Experiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 5 Scenario seed: -6917015326788615388 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 245 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: COARSE_COHORT_AISLE_INTERLEAVED_DATASET Row-zone concentration (diagnostic control): 31.43% Blocker-prone seat share (topology component): 65.71% Aisle-assignment balance: 94.69% OUTCOME ------- Status: SUCCESS Completed ticks: 900 Passengers seated: 245/245 Average waiting ticks: 409.07 Longest waiting passenger: P230->4F(RIGHT) Longest waiting ticks: 876 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1785 Maximum occupied tiles: 17 Seat events: 116 Single-blocker events: 33 Multiple-blocker events: 10 Temporary aisle reoccupations: 53 RIGHT AISLE ----------- Total moves: 2014 Maximum occupied tiles: 16 Seat events: 129 Single-blocker events: 31 Multiple-blocker events: 9 Temporary aisle reoccupations: 49 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 87 Reservations granted: 83 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7416 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8182 Total stationary ticks: 106713 Seat-event requests: 247 Failed seat-event starts: 2 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 443 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 2 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 443 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 05 | standardDataset=239/245 (97.55%) | aisleInterleavedDataset=245/245 (100.00%) | seatedDelta=+6 | completionDelta=+2.45% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=true | aisleInterleavedWorse=false | standardFamily=REAR_BOUNDARY_LOCK | aisleInterleavedFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 22 COARSE-COHORT OPPOSITE-AISLE INTERLEAVING ============================================================ Date/Time: 2026-07-16 23:15:18 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 6 Scenario seed: -6052676718379281108 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.09% Blocker-prone seat share (topology component): 61.42% Aisle-assignment balance: 98.15% OUTCOME ------- Status: SUCCESS Completed ticks: 1176 Passengers seated: 324/324 Average waiting ticks: 531.73 Longest waiting passenger: P170->33I(RIGHT) Longest waiting ticks: 1101 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R2:age=2:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 32 Regions dissolved: 2 Repeated reconstructions avoided: 32 Largest region lifetime: 19 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=19 Confirmation deferral ticks: 3 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2704 Maximum occupied tiles: 15 Seat events: 159 Single-blocker events: 38 Multiple-blocker events: 16 Temporary aisle reoccupations: 75 RIGHT AISLE ----------- Total moves: 2998 Maximum occupied tiles: 16 Seat events: 165 Single-blocker events: 54 Multiple-blocker events: 18 Temporary aisle reoccupations: 93 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 145 Reservations granted: 142 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7449 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9042 Total stationary ticks: 178799 Seat-event requests: 340 Failed seat-event starts: 16 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 755 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 16 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 755 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 343\nPrecedence substitutions made: 9\nDependency chains followed: 11\nBlocked by waiting-row occupant: 11\nSubstituted events started: 10\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 22 COARSE-COHORT OPPOSITE-AISLE INTERLEAVING ============================================================ Date/Time: 2026-07-16 23:15:18 Experiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 6 Scenario seed: -6052676718379281108 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: COARSE_COHORT_AISLE_INTERLEAVED_DATASET Row-zone concentration (diagnostic control): 28.09% Blocker-prone seat share (topology component): 61.42% Aisle-assignment balance: 98.15% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2623 Passengers seated: 319/324 Average waiting ticks: 542.96 Longest waiting passenger: P95->35F(RIGHT) Longest waiting ticks: 2513 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 3 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 6 Last cluster decision: LEFT:region=R4:age=2:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 2300 Regions dissolved: 3 Repeated reconstructions avoided: 2300 Largest region lifetime: 2262 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: TRACK:R1:age=2262:localMembers=3 Confirmation deferral ticks: 7 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2704 Maximum occupied tiles: 20 Seat events: 159 Single-blocker events: 39 Multiple-blocker events: 16 Temporary aisle reoccupations: 75 RIGHT AISLE ----------- Total moves: 2993 Maximum occupied tiles: 19 Seat events: 160 Single-blocker events: 52 Multiple-blocker events: 16 Temporary aisle reoccupations: 86 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1851 Reservations granted: 1849 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 2 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 11790 Longest unresolved passenger ID: 122 Longest unresolved row: 36 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P122(36H/RIGHT) -> P95(35F/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 122 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 2 Total blocked ticks: 24490 Total stationary ticks: 191125 Seat-event requests: 2050 Failed seat-event starts: 1731 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 95 Critical blocker identity: P95->35F(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P95(35F/RIGHT/WAITING_FOR_SEAT_EVENT) P122(36H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 2055 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 1 Critical blocker required yield tiles: 36 Critical blocker unavailable yield tiles: 36 Critical blocker yield-tile occupants: 13 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1731 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 2055 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[13]: P13(36E/RIGHT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P13->36E(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: P13{seat=36E,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=281,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 36 Current unavailable yield tiles: 36 Current yield-tile occupants: 13 Final row-event chain: 95|13 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2050\nPrecedence substitutions made: 8\nDependency chains followed: 29\nBlocked by waiting-row occupant: 29\nSubstituted events started: 11\nOccupied-space rejections: 1746\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 06 | standardDataset=324/324 (100.00%) | aisleInterleavedDataset=319/324 (98.46%) | seatedDelta=-5 | completionDelta=-1.54% | outsideDelta=+0 | clustersDetected=4 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | aisleInterleavedWorse=true | standardFamily=COMPLETE_CABIN | aisleInterleavedFamily=LINKED_ROW_EVENT_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 22 COARSE-COHORT OPPOSITE-AISLE INTERLEAVING ============================================================ Date/Time: 2026-07-16 23:15:18 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 7 Scenario seed: -4884639050347842300 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.39% Blocker-prone seat share (topology component): 67.15% Aisle-assignment balance: 95.62% OUTCOME ------- Status: SUCCESS Completed ticks: 1030 Passengers seated: 274/274 Average waiting ticks: 463.15 Longest waiting passenger: P183->19E(RIGHT) Longest waiting ticks: 980 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles21-23:occupied=3:anchor=P164:selected=P134:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2017 Maximum occupied tiles: 14 Seat events: 131 Single-blocker events: 38 Multiple-blocker events: 12 Temporary aisle reoccupations: 62 RIGHT AISLE ----------- Total moves: 2235 Maximum occupied tiles: 10 Seat events: 143 Single-blocker events: 48 Multiple-blocker events: 14 Temporary aisle reoccupations: 76 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 98 Reservations granted: 98 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4791 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5929 Total stationary ticks: 130757 Seat-event requests: 286 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 595 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 595 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 285\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 22 COARSE-COHORT OPPOSITE-AISLE INTERLEAVING ============================================================ Date/Time: 2026-07-16 23:15:18 Experiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 7 Scenario seed: -4884639050347842300 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: COARSE_COHORT_AISLE_INTERLEAVED_DATASET Row-zone concentration (diagnostic control): 31.39% Blocker-prone seat share (topology component): 67.15% Aisle-assignment balance: 95.62% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 1909 Passengers seated: 86/274 Average waiting ticks: 1033.33 Longest waiting passenger: P0->10C(LEFT) Longest waiting ticks: 1909 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 40 Cluster candidates evaluated: 74 Executable cluster candidates: 0 Rejected cluster candidates: 74 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 32 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 3325 Regions dissolved: 0 Repeated reconstructions avoided: 3325 Largest region lifetime: 1670 Maximum simultaneous active regions: 2 Regions active at termination: 2 Last lifecycle event: UPDATE:R2:age=1657:occupied=32 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1597 State changes reopening evaluation: 38 Region priority competitions: 1556 Regions ranked: 3112 Hierarchical selections: 1556 Lower-priority evaluations deferred: 1536 Highest selected priority score: 35310 Left/right priority wins: 82/1474 Priority ties: 0 Last priority decision: LEFT:R1:score=33110 | RIGHT:R2:score=35310 | selected=RIGHT LEFT AISLE ---------- Total moves: 1286 Maximum occupied tiles: 30 Seat events: 35 Single-blocker events: 8 Multiple-blocker events: 1 Temporary aisle reoccupations: 10 RIGHT AISLE ----------- Total moves: 1646 Maximum occupied tiles: 32 Seat events: 51 Single-blocker events: 12 Multiple-blocker events: 1 Temporary aisle reoccupations: 14 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1669 Reservations granted: 1665 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 126 Remaining moving in aisle: 54 Remaining waiting at row: 8 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 85198 Longest unresolved passenger ID: 0 Longest unresolved row: 10 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 24 Longest dependency chain: P210(13A/LEFT) -> P50(20A/LEFT) -> P48(14D/LEFT) -> P170(14C/LEFT) -> P80(19C/LEFT) -> P199(16B/LEFT) -> P189(16A/LEFT) -> P251(13F/LEFT) -> P6(22D/LEFT) -> P35(20E/LEFT) -> P273(15C/LEFT) -> P123(22A/LEFT) -> P30(23B/LEFT) -> P94(19F/LEFT) -> P26(18C/LEFT) -> P2(18A/LEFT) -> P130(21C/LEFT) -> P108(21A/LEFT) -> P222(23C/LEFT) -> P176(22F/LEFT) -> P265(23E/LEFT) -> P18(23A/LEFT) -> P267(30A/LEFT) -> P87(24F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 210 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 54 Total blocked ticks: 102708 Total stationary ticks: 372402 Seat-event requests: 3279 Failed seat-event starts: 3193 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 87 Critical blocker identity: P87->24F(LEFT) Direct fan-out: 1 Total indirect descendants: 23 Critical tree size including blocker: 24 Critical tree depth: 24 Frozen internal components: 8 Terminal WAITING_FOR_SEAT_EVENT nodes: 8 Unresolved internal passengers: 62 Unresolved outside passengers: 126 Unresolved internal passengers outside critical tree: 38 Critical blocker tree: P87(24F/LEFT/WAITING_FOR_SEAT_EVENT) P267(30A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P18(23A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P265(23E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P176(22F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P222(23C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P108(21A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P130(21C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P2(18A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P26(18C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P94(19F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P30(23B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P123(22A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P273(15C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P35(20E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P6(22D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P251(13F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P189(16A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P199(16B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P80(19C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P170(14C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P48(14D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P50(20A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P210(13A/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 3175 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 25|26 Critical blocker unavailable yield tiles: 26 Critical blocker yield-tile occupants: 202 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 6 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 3175 Rear-boundary failures: 18 Middle-bank reservation failures: 4 Active-event deferrals: 407 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 3 Yield-occupant trace: yieldOccupant[202]: P202(29A/LEFT/MOVING_IN_AISLE@tile26) -> P214(29C/LEFT/MOVING_IN_AISLE@tile27) -> P107(28E/LEFT/WAITING_AT_ROW@tile28) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P107->28E(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P202{seat=29A,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=26,directBlocker=214,lastMoveTick=243,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 25|26 Current unavailable yield tiles: 26 Current yield-tile occupants: 202 Final row-event chain: 87|202|214|107 Final row-event chain length: 4 Distinct row events in chain: 4 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 8 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3283\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 3214\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 07 | standardDataset=274/274 (100.00%) | aisleInterleavedDataset=86/274 (31.39%) | seatedDelta=-188 | completionDelta=-68.61% | outsideDelta=+126 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | aisleInterleavedWorse=true | standardFamily=COMPLETE_CABIN | aisleInterleavedFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 22 COARSE-COHORT OPPOSITE-AISLE INTERLEAVING ============================================================ Date/Time: 2026-07-16 23:15:18 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 8 Scenario seed: 5987859498965562411 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.77% Blocker-prone seat share (topology component): 76.56% Aisle-assignment balance: 93.75% OUTCOME ------- Status: SUCCESS Completed ticks: 722 Passengers seated: 192/192 Average waiting ticks: 309.84 Longest waiting passenger: P6->4H(RIGHT) Longest waiting ticks: 667 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1286 Maximum occupied tiles: 12 Seat events: 90 Single-blocker events: 17 Multiple-blocker events: 6 Temporary aisle reoccupations: 30 RIGHT AISLE ----------- Total moves: 1496 Maximum occupied tiles: 11 Seat events: 102 Single-blocker events: 22 Multiple-blocker events: 7 Temporary aisle reoccupations: 37 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 99 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3347 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4372 Total stationary ticks: 62355 Seat-event requests: 198 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 512 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 512 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 198\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 22 COARSE-COHORT OPPOSITE-AISLE INTERLEAVING ============================================================ Date/Time: 2026-07-16 23:15:18 Experiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 8 Scenario seed: 5987859498965562411 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: COARSE_COHORT_AISLE_INTERLEAVED_DATASET Row-zone concentration (diagnostic control): 31.77% Blocker-prone seat share (topology component): 76.56% Aisle-assignment balance: 93.75% OUTCOME ------- Status: SUCCESS Completed ticks: 703 Passengers seated: 192/192 Average waiting ticks: 314.05 Longest waiting passenger: P6->4H(RIGHT) Longest waiting ticks: 682 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1286 Maximum occupied tiles: 13 Seat events: 90 Single-blocker events: 17 Multiple-blocker events: 5 Temporary aisle reoccupations: 28 RIGHT AISLE ----------- Total moves: 1496 Maximum occupied tiles: 17 Seat events: 102 Single-blocker events: 24 Multiple-blocker events: 7 Temporary aisle reoccupations: 39 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 98 Reservations granted: 97 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5567 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6318 Total stationary ticks: 65238 Seat-event requests: 196 Failed seat-event starts: 4 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 409 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 4 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 409 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 197\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 08 | standardDataset=192/192 (100.00%) | aisleInterleavedDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | aisleInterleavedWorse=false | standardFamily=COMPLETE_CABIN | aisleInterleavedFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 22 COARSE-COHORT OPPOSITE-AISLE INTERLEAVING ============================================================ Date/Time: 2026-07-16 23:15:18 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 9 Scenario seed: 7140648722707885309 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.26% Blocker-prone seat share (topology component): 73.15% Aisle-assignment balance: 95.37% OUTCOME ------- Status: SUCCESS Completed ticks: 808 Passengers seated: 216/216 Average waiting ticks: 349.20 Longest waiting passenger: P151->29F(LEFT) Longest waiting ticks: 737 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 51 Regions dissolved: 2 Repeated reconstructions avoided: 51 Largest region lifetime: 35 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1614 Maximum occupied tiles: 12 Seat events: 113 Single-blocker events: 26 Multiple-blocker events: 8 Temporary aisle reoccupations: 46 RIGHT AISLE ----------- Total moves: 1539 Maximum occupied tiles: 12 Seat events: 103 Single-blocker events: 22 Multiple-blocker events: 9 Temporary aisle reoccupations: 42 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 119 Reservations granted: 119 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4087 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5106 Total stationary ticks: 78919 Seat-event requests: 224 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 487 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 487 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 224\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 22 COARSE-COHORT OPPOSITE-AISLE INTERLEAVING ============================================================ Date/Time: 2026-07-16 23:15:18 Experiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 9 Scenario seed: 7140648722707885309 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: COARSE_COHORT_AISLE_INTERLEAVED_DATASET Row-zone concentration (diagnostic control): 34.26% Blocker-prone seat share (topology component): 73.15% Aisle-assignment balance: 95.37% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2267 Passengers seated: 212/216 Average waiting ticks: 359.55 Longest waiting passenger: P195->29D(LEFT) Longest waiting ticks: 2174 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 0 Rejected cluster candidates: 1 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 4 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 2034 Regions dissolved: 1 Repeated reconstructions avoided: 2034 Largest region lifetime: 2016 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2016:occupied=4 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1629 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1610 Maximum occupied tiles: 17 Seat events: 109 Single-blocker events: 23 Multiple-blocker events: 7 Temporary aisle reoccupations: 40 RIGHT AISLE ----------- Total moves: 1539 Maximum occupied tiles: 16 Seat events: 103 Single-blocker events: 23 Multiple-blocker events: 8 Temporary aisle reoccupations: 42 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1763 Reservations granted: 1763 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 2 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6349 Longest unresolved passenger ID: 181 Longest unresolved row: 30 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P151(29F/LEFT) -> P181(30B/LEFT) -> P195(29D/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 151 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 2 Total blocked ticks: 15413 Total stationary ticks: 87327 Seat-event requests: 1867 Failed seat-event starts: 1655 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 195 Critical blocker identity: P195->29D(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 4 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P195(29D/LEFT/WAITING_FOR_SEAT_EVENT) P181(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P151(29F/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1654 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 103 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 2 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1654 Rear-boundary failures: 1 Middle-bank reservation failures: 0 Active-event deferrals: 1177 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[103]: P103(30E/LEFT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P103->30E(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P103{seat=30E,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=174,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 30 Current unavailable yield tiles: 30 Current yield-tile occupants: 103 Final row-event chain: 195|103 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1867\nPrecedence substitutions made: 3\nDependency chains followed: 1651\nBlocked by waiting-row occupant: 1651\nSubstituted events started: 4\nOccupied-space rejections: 1655\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 09 | standardDataset=216/216 (100.00%) | aisleInterleavedDataset=212/216 (98.15%) | seatedDelta=-4 | completionDelta=-1.85% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | aisleInterleavedWorse=true | standardFamily=COMPLETE_CABIN | aisleInterleavedFamily=LINKED_ROW_EVENT_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 22 COARSE-COHORT OPPOSITE-AISLE INTERLEAVING ============================================================ Date/Time: 2026-07-16 23:15:18 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 10 Scenario seed: -4639142616902254495 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.81% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 97.92% OUTCOME ------- Status: SUCCESS Completed ticks: 697 Passengers seated: 192/192 Average waiting ticks: 306.85 Longest waiting passenger: P149->22C(LEFT) Longest waiting ticks: 639 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 3 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 6 Last cluster decision: LEFT:tiles17-20:occupied=3:anchor=P130:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 20 Regions dissolved: 2 Repeated reconstructions avoided: 20 Largest region lifetime: 11 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=11 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1445 Maximum occupied tiles: 11 Seat events: 98 Single-blocker events: 25 Multiple-blocker events: 13 Temporary aisle reoccupations: 52 RIGHT AISLE ----------- Total moves: 1338 Maximum occupied tiles: 11 Seat events: 94 Single-blocker events: 29 Multiple-blocker events: 8 Temporary aisle reoccupations: 49 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 108 Reservations granted: 106 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3566 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4804 Total stationary ticks: 62094 Seat-event requests: 208 Failed seat-event starts: 16 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 534 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 16 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 534 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 209\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 19\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 22 COARSE-COHORT OPPOSITE-AISLE INTERLEAVING ============================================================ Date/Time: 2026-07-16 23:15:18 Experiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 10 Scenario seed: -4639142616902254495 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: COARSE_COHORT_AISLE_INTERLEAVED_DATASET Row-zone concentration (diagnostic control): 32.81% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 97.92% OUTCOME ------- Status: SUCCESS Completed ticks: 680 Passengers seated: 192/192 Average waiting ticks: 307.34 Longest waiting passenger: P133->5B(LEFT) Longest waiting ticks: 664 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1445 Maximum occupied tiles: 17 Seat events: 98 Single-blocker events: 28 Multiple-blocker events: 13 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 1338 Maximum occupied tiles: 16 Seat events: 94 Single-blocker events: 27 Multiple-blocker events: 8 Temporary aisle reoccupations: 46 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 118 Reservations granted: 114 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5675 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6514 Total stationary ticks: 63972 Seat-event requests: 207 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 475 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 475 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 211\nPrecedence substitutions made: 5\nDependency chains followed: 18\nBlocked by waiting-row occupant: 18\nSubstituted events started: 5\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 10 | standardDataset=192/192 (100.00%) | aisleInterleavedDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | aisleInterleavedWorse=false | standardFamily=COMPLETE_CABIN | aisleInterleavedFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 22 COARSE-COHORT OPPOSITE-AISLE INTERLEAVING ============================================================ Date/Time: 2026-07-16 23:15:18 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 11 Scenario seed: 9123245050518735552 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 92.20% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2494 Passengers seated: 270/282 Average waiting ticks: 473.64 Longest waiting passenger: P24->24I(RIGHT) Longest waiting ticks: 2455 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 12 Cluster candidates evaluated: 8 Executable cluster candidates: 1 Rejected cluster candidates: 7 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 12 Selected release potential total: 7 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1699 Regions dissolved: 1 Repeated reconstructions avoided: 1699 Largest region lifetime: 1651 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1651:occupied=12 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1535 State changes reopening evaluation: 10 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2077 Maximum occupied tiles: 13 Seat events: 130 Single-blocker events: 42 Multiple-blocker events: 16 Temporary aisle reoccupations: 74 RIGHT AISLE ----------- Total moves: 2286 Maximum occupied tiles: 17 Seat events: 140 Single-blocker events: 40 Multiple-blocker events: 13 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 149 Reservations granted: 144 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 10 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 16374 Longest unresolved passenger ID: 102 Longest unresolved row: 32 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 7 Longest dependency chain: P124(27G/RIGHT) -> P77(32I/RIGHT) -> P133(29G/RIGHT) -> P79(31G/RIGHT) -> P11(31I/RIGHT) -> P102(32E/RIGHT) -> P36(31D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 124 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 10 Total blocked ticks: 25823 Total stationary ticks: 153991 Seat-event requests: 1843 Failed seat-event starts: 1573 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 36 Critical blocker identity: P36->31D(RIGHT) Direct fan-out: 1 Total indirect descendants: 6 Critical tree size including blocker: 7 Critical tree depth: 7 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 12 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 5 Critical blocker tree: P36(31D/RIGHT/WAITING_FOR_SEAT_EVENT) P102(32E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P11(31I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P79(31G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P133(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P77(32I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P124(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1520 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 2 Critical blocker required yield tiles: 32|33 Critical blocker unavailable yield tiles: 33 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1520 Rear-boundary failures: 53 Middle-bank reservation failures: 5 Active-event deferrals: 804 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 32|33 Current unavailable yield tiles: 33 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1847\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 1525\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 22 COARSE-COHORT OPPOSITE-AISLE INTERLEAVING ============================================================ Date/Time: 2026-07-16 23:15:18 Experiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 11 Scenario seed: 9123245050518735552 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: COARSE_COHORT_AISLE_INTERLEAVED_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 92.20% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2111 Passengers seated: 120/282 Average waiting ticks: 1112.18 Longest waiting passenger: P0->8H(RIGHT) Longest waiting ticks: 2111 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 31 Cluster candidates evaluated: 40 Executable cluster candidates: 0 Rejected cluster candidates: 40 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 31 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1882 Regions dissolved: 0 Repeated reconstructions avoided: 1882 Largest region lifetime: 1883 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1883:occupied=31 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1813 State changes reopening evaluation: 30 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1841 Maximum occupied tiles: 17 Seat events: 85 Single-blocker events: 28 Multiple-blocker events: 10 Temporary aisle reoccupations: 48 RIGHT AISLE ----------- Total moves: 1328 Maximum occupied tiles: 31 Seat events: 35 Single-blocker events: 8 Multiple-blocker events: 1 Temporary aisle reoccupations: 10 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 50 Reservations granted: 50 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 131 Remaining moving in aisle: 28 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 51649 Longest unresolved passenger ID: 0 Longest unresolved row: 8 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 16 Longest dependency chain: P130(13H/RIGHT) -> P219(14D/RIGHT) -> P237(13E/RIGHT) -> P274(17F/RIGHT) -> P48(17H/RIGHT) -> P35(14I/RIGHT) -> P98(18G/RIGHT) -> P244(16H/RIGHT) -> P159(15H/RIGHT) -> P41(20H/RIGHT) -> P31(16E/RIGHT) -> P247(22I/RIGHT) -> P117(14H/RIGHT) -> P143(19H/RIGHT) -> P155(23E/RIGHT) -> P51(16I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 130 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 28 Total blocked ticks: 63585 Total stationary ticks: 370726 Seat-event requests: 1974 Failed seat-event starts: 1854 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 51 Critical blocker identity: P51->16I(RIGHT) Direct fan-out: 1 Total indirect descendants: 15 Critical tree size including blocker: 16 Critical tree depth: 16 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 31 Unresolved outside passengers: 131 Unresolved internal passengers outside critical tree: 15 Critical blocker tree: P51(16I/RIGHT/WAITING_FOR_SEAT_EVENT) P155(23E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P143(19H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P117(14H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P247(22I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P31(16E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P41(20H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P159(15H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P244(16H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P98(18G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P35(14I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P48(17H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P274(17F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P237(13E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P219(14D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P130(13H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1842 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 17 Critical blocker unavailable yield tiles: 17 Critical blocker yield-tile occupants: 10 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1842 Rear-boundary failures: 12 Middle-bank reservation failures: 0 Active-event deferrals: 324 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 8 Yield-occupant trace: yieldOccupant[10]: P10(21G/RIGHT/MOVING_IN_AISLE@tile17) -> P140(19F/RIGHT/MOVING_IN_AISLE@tile18) -> P99(21D/RIGHT/MOVING_IN_AISLE@tile19) -> P39(26D/RIGHT/MOVING_IN_AISLE@tile20) -> P268(32F/RIGHT/MOVING_IN_AISLE@tile21) -> P220(25G/RIGHT/MOVING_IN_AISLE@tile22) -> P185(32D/RIGHT/MOVING_IN_AISLE@tile23) -> P24(24I/RIGHT/WAITING_AT_ROW@tile24) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P24->24I(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P10{seat=21G,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=17,directBlocker=140,lastMoveTick=276,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 17 Current unavailable yield tiles: 17 Current yield-tile occupants: 10 Final row-event chain: 51|10|140|99|39|268|220|185|24 Final row-event chain length: 9 Distinct row events in chain: 9 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1974\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 1861\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 11 | standardDataset=270/282 (95.74%) | aisleInterleavedDataset=120/282 (42.55%) | seatedDelta=-150 | completionDelta=-53.19% | outsideDelta=+131 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | aisleInterleavedWorse=true | standardFamily=REAR_BOUNDARY_LOCK | aisleInterleavedFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 22 COARSE-COHORT OPPOSITE-AISLE INTERLEAVING ============================================================ Date/Time: 2026-07-16 23:15:18 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 12 Scenario seed: -1434714116839518672 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 75.74% Aisle-assignment balance: 94.47% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2303 Passengers seated: 225/235 Average waiting ticks: 409.68 Longest waiting passenger: P152->16G(RIGHT) Longest waiting ticks: 2303 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 2 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 6 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1506 Regions dissolved: 0 Repeated reconstructions avoided: 1506 Largest region lifetime: 1507 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1507:occupied=6 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1498 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1538 Maximum occupied tiles: 13 Seat events: 111 Single-blocker events: 26 Multiple-blocker events: 11 Temporary aisle reoccupations: 50 RIGHT AISLE ----------- Total moves: 1747 Maximum occupied tiles: 12 Seat events: 114 Single-blocker events: 30 Multiple-blocker events: 7 Temporary aisle reoccupations: 47 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1620 Reservations granted: 1620 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 1 Remaining moving in aisle: 6 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 9530 Longest unresolved passenger ID: 152 Longest unresolved row: 16 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 6 Longest dependency chain: P133(17E/RIGHT) -> P153(17G/RIGHT) -> P205(24C/RIGHT) -> P9(19H/RIGHT) -> P76(26E/RIGHT) -> P67(6C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 133 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 6 Total blocked ticks: 18945 Total stationary ticks: 109018 Seat-event requests: 1734 Failed seat-event starts: 1509 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 67 Critical blocker identity: P67->6C(RIGHT) Direct fan-out: 1 Total indirect descendants: 5 Critical tree size including blocker: 6 Critical tree depth: 6 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 9 Unresolved outside passengers: 1 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P67(6C/RIGHT/WAITING_FOR_SEAT_EVENT) P76(26E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P9(19H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P205(24C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P153(17G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P133(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1509 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 7|8|9 Critical blocker unavailable yield tiles: 9 Critical blocker yield-tile occupants: 204 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1509 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 513 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[204]: P204(25F/RIGHT/MOVING_IN_AISLE@tile9) -> P122(10C/RIGHT/WAITING_AT_ROW@tile10) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P122->10C(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P204{seat=25F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=9,directBlocker=122,lastMoveTick=791,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 7|8|9 Current unavailable yield tiles: 9 Current yield-tile occupants: 204 Final row-event chain: 67|204|122 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 7\nOccupied-space rejections: 1513\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 22 COARSE-COHORT OPPOSITE-AISLE INTERLEAVING ============================================================ Date/Time: 2026-07-16 23:15:18 Experiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 12 Scenario seed: -1434714116839518672 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: COARSE_COHORT_AISLE_INTERLEAVED_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 75.74% Aisle-assignment balance: 94.47% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 1983 Passengers seated: 83/235 Average waiting ticks: 1125.65 Longest waiting passenger: P0->11D(LEFT) Longest waiting ticks: 1983 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 33 Cluster candidates evaluated: 61 Executable cluster candidates: 0 Rejected cluster candidates: 61 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 30 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1859 Regions dissolved: 0 Repeated reconstructions avoided: 1859 Largest region lifetime: 1860 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1860:occupied=30 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1803 State changes reopening evaluation: 32 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1318 Maximum occupied tiles: 16 Seat events: 66 Single-blocker events: 15 Multiple-blocker events: 2 Temporary aisle reoccupations: 19 RIGHT AISLE ----------- Total moves: 848 Maximum occupied tiles: 30 Seat events: 17 Single-blocker events: 4 Multiple-blocker events: 0 Temporary aisle reoccupations: 4 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1876 Reservations granted: 1876 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 122 Remaining moving in aisle: 27 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 49203 Longest unresolved passenger ID: 0 Longest unresolved row: 11 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 26 Longest dependency chain: P132(20D/RIGHT) -> P189(19D/RIGHT) -> P128(17D/RIGHT) -> P40(15E/RIGHT) -> P192(19C/RIGHT) -> P221(16D/RIGHT) -> P195(14G/RIGHT) -> P205(24C/RIGHT) -> P76(26E/RIGHT) -> P204(25F/RIGHT) -> P144(23H/RIGHT) -> P80(25C/RIGHT) -> P101(24H/RIGHT) -> P200(22F/RIGHT) -> P181(28E/RIGHT) -> P46(22E/RIGHT) -> P39(24D/RIGHT) -> P64(27F/RIGHT) -> P19(24F/RIGHT) -> P142(29H/RIGHT) -> P201(23G/RIGHT) -> P194(26G/RIGHT) -> P17(26H/RIGHT) -> P22(29C/RIGHT) -> P150(28G/RIGHT) -> P138(26D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 132 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 27 Total blocked ticks: 58611 Total stationary ticks: 317044 Seat-event requests: 1926 Failed seat-event starts: 1843 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 138 Critical blocker identity: P138->26D(RIGHT) Direct fan-out: 1 Total indirect descendants: 25 Critical tree size including blocker: 26 Critical tree depth: 26 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 30 Unresolved outside passengers: 122 Unresolved internal passengers outside critical tree: 4 Critical blocker tree: P138(26D/RIGHT/WAITING_FOR_SEAT_EVENT) P150(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P22(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P17(26H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P194(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P201(23G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P142(29H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P19(24F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P64(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P39(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P46(22E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P181(28E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P200(22F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P101(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P80(25C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P144(23H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P204(25F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P76(26E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P205(24C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P195(14G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P221(16D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P192(19C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P40(15E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P128(17D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P189(19D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P132(20D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1836 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 27 Critical blocker unavailable yield tiles: 27 Critical blocker yield-tile occupants: 56 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 3 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1836 Rear-boundary failures: 7 Middle-bank reservation failures: 0 Active-event deferrals: 174 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[56]: P56(27H/RIGHT/WAITING_AT_ROW@tile27) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P56->27H(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P56{seat=27H,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=27,directBlocker=-1,lastMoveTick=127,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 27 Current unavailable yield tiles: 27 Current yield-tile occupants: 56 Final row-event chain: 138|56 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1926\nPrecedence substitutions made: 1\nDependency chains followed: 1833\nBlocked by waiting-row occupant: 1833\nSubstituted events started: 1\nOccupied-space rejections: 7364\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 12 | standardDataset=225/235 (95.74%) | aisleInterleavedDataset=83/235 (35.32%) | seatedDelta=-142 | completionDelta=-60.43% | outsideDelta=+121 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | aisleInterleavedWorse=true | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | aisleInterleavedFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 22 COARSE-COHORT OPPOSITE-AISLE INTERLEAVING ============================================================ Date/Time: 2026-07-16 23:15:18 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 13 Scenario seed: 7696226853648624445 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.78% Blocker-prone seat share (topology component): 59.65% Aisle-assignment balance: 94.74% OUTCOME ------- Status: SUCCESS Completed ticks: 1267 Passengers seated: 342/342 Average waiting ticks: 562.98 Longest waiting passenger: P1->23E(LEFT) Longest waiting ticks: 1201 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 48 Regions dissolved: 3 Repeated reconstructions avoided: 48 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=23 Confirmation deferral ticks: 3 Regions reaching confirmation: 0 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3204 Maximum occupied tiles: 14 Seat events: 180 Single-blocker events: 52 Multiple-blocker events: 25 Temporary aisle reoccupations: 106 RIGHT AISLE ----------- Total moves: 2845 Maximum occupied tiles: 13 Seat events: 162 Single-blocker events: 41 Multiple-blocker events: 29 Temporary aisle reoccupations: 105 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 156 Reservations granted: 154 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7845 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9443 Total stationary ticks: 199282 Seat-event requests: 358 Failed seat-event starts: 16 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 766 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 16 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 766 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 360\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 6\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 22 COARSE-COHORT OPPOSITE-AISLE INTERLEAVING ============================================================ Date/Time: 2026-07-16 23:15:18 Experiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 13 Scenario seed: 7696226853648624445 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: COARSE_COHORT_AISLE_INTERLEAVED_DATASET Row-zone concentration (diagnostic control): 27.78% Blocker-prone seat share (topology component): 59.65% Aisle-assignment balance: 94.74% OUTCOME ------- Status: SUCCESS Completed ticks: 1254 Passengers seated: 342/342 Average waiting ticks: 568.80 Longest waiting passenger: P183->9G(LEFT) Longest waiting ticks: 1218 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 6 Selected release potential total: 5 Last cluster decision: LEFT:tiles1-5:occupied=5:anchor=P309:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 51 Regions dissolved: 2 Repeated reconstructions avoided: 51 Largest region lifetime: 30 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=23 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3204 Maximum occupied tiles: 20 Seat events: 180 Single-blocker events: 53 Multiple-blocker events: 28 Temporary aisle reoccupations: 114 RIGHT AISLE ----------- Total moves: 2845 Maximum occupied tiles: 19 Seat events: 162 Single-blocker events: 39 Multiple-blocker events: 26 Temporary aisle reoccupations: 97 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 159 Reservations granted: 152 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 12550 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 14152 Total stationary ticks: 205943 Seat-event requests: 362 Failed seat-event starts: 20 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 787 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 19 Rear-boundary failures: 1 Middle-bank reservation failures: 7 Active-event deferrals: 787 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 368\nPrecedence substitutions made: 9\nDependency chains followed: 10\nBlocked by waiting-row occupant: 10\nSubstituted events started: 11\nOccupied-space rejections: 33\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 13 | standardDataset=342/342 (100.00%) | aisleInterleavedDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=2 | convertedToSuccess=false | aisleInterleavedWorse=false | standardFamily=COMPLETE_CABIN | aisleInterleavedFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 22 COARSE-COHORT OPPOSITE-AISLE INTERLEAVING ============================================================ Date/Time: 2026-07-16 23:15:18 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 14 Scenario seed: 287374858204591444 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.82% Blocker-prone seat share (topology component): 67.57% Aisle-assignment balance: 96.53% OUTCOME ------- Status: SUCCESS Completed ticks: 954 Passengers seated: 259/259 Average waiting ticks: 431.82 Longest waiting passenger: P123->9C(LEFT) Longest waiting ticks: 913 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2026 Maximum occupied tiles: 10 Seat events: 134 Single-blocker events: 29 Multiple-blocker events: 19 Temporary aisle reoccupations: 67 RIGHT AISLE ----------- Total moves: 2033 Maximum occupied tiles: 12 Seat events: 125 Single-blocker events: 34 Multiple-blocker events: 8 Temporary aisle reoccupations: 50 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 89 Reservations granted: 86 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4974 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5984 Total stationary ticks: 115920 Seat-event requests: 265 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 547 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 547 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 268\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 22 COARSE-COHORT OPPOSITE-AISLE INTERLEAVING ============================================================ Date/Time: 2026-07-16 23:15:18 Experiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 14 Scenario seed: 287374858204591444 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: COARSE_COHORT_AISLE_INTERLEAVED_DATASET Row-zone concentration (diagnostic control): 32.82% Blocker-prone seat share (topology component): 67.57% Aisle-assignment balance: 96.53% OUTCOME ------- Status: SUCCESS Completed ticks: 943 Passengers seated: 259/259 Average waiting ticks: 427.27 Longest waiting passenger: P123->9C(LEFT) Longest waiting ticks: 923 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: LEFT:tiles25-28:occupied=3:anchor=P43:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 17 Regions dissolved: 1 Repeated reconstructions avoided: 17 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=18 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2026 Maximum occupied tiles: 18 Seat events: 134 Single-blocker events: 30 Multiple-blocker events: 18 Temporary aisle reoccupations: 66 RIGHT AISLE ----------- Total moves: 2033 Maximum occupied tiles: 17 Seat events: 125 Single-blocker events: 35 Multiple-blocker events: 8 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 90 Reservations granted: 86 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8501 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9421 Total stationary ticks: 118206 Seat-event requests: 273 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 513 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 513 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 276\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 6\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 14 | standardDataset=259/259 (100.00%) | aisleInterleavedDataset=259/259 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=2 | convertedToSuccess=false | aisleInterleavedWorse=false | standardFamily=COMPLETE_CABIN | aisleInterleavedFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 22 COARSE-COHORT OPPOSITE-AISLE INTERLEAVING ============================================================ Date/Time: 2026-07-16 23:15:18 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 15 Scenario seed: -3331492774947506373 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.09% Blocker-prone seat share (topology component): 59.57% Aisle-assignment balance: 97.53% OUTCOME ------- Status: SUCCESS Completed ticks: 1183 Passengers seated: 324/324 Average waiting ticks: 542.25 Longest waiting passenger: P132->4E(LEFT) Longest waiting ticks: 1114 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 4 Cluster candidates evaluated: 3 Executable cluster candidates: 1 Rejected cluster candidates: 2 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 6 Selected release potential total: 5 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 84 Regions dissolved: 3 Repeated reconstructions avoided: 84 Largest region lifetime: 40 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=28 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2764 Maximum occupied tiles: 14 Seat events: 166 Single-blocker events: 52 Multiple-blocker events: 23 Temporary aisle reoccupations: 100 RIGHT AISLE ----------- Total moves: 2817 Maximum occupied tiles: 15 Seat events: 158 Single-blocker events: 37 Multiple-blocker events: 29 Temporary aisle reoccupations: 102 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 151 Reservations granted: 148 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6380 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8094 Total stationary ticks: 180963 Seat-event requests: 350 Failed seat-event starts: 26 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 915 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 25 Rear-boundary failures: 1 Middle-bank reservation failures: 3 Active-event deferrals: 915 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 352\nPrecedence substitutions made: 3\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 4\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 22 COARSE-COHORT OPPOSITE-AISLE INTERLEAVING ============================================================ Date/Time: 2026-07-16 23:15:18 Experiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 15 Scenario seed: -3331492774947506373 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: COARSE_COHORT_AISLE_INTERLEAVED_DATASET Row-zone concentration (diagnostic control): 28.09% Blocker-prone seat share (topology component): 59.57% Aisle-assignment balance: 97.53% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2654 Passengers seated: 316/324 Average waiting ticks: 560.84 Longest waiting passenger: P281->30F(LEFT) Longest waiting ticks: 2589 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 4 Cluster candidates evaluated: 12 Executable cluster candidates: 3 Rejected cluster candidates: 9 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 8 Selected release potential total: 5 Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 2393 Regions dissolved: 2 Repeated reconstructions avoided: 2393 Largest region lifetime: 2362 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=2362:occupied=8 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1725 State changes reopening evaluation: 3 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2752 Maximum occupied tiles: 21 Seat events: 158 Single-blocker events: 47 Multiple-blocker events: 21 Temporary aisle reoccupations: 93 RIGHT AISLE ----------- Total moves: 2817 Maximum occupied tiles: 20 Seat events: 158 Single-blocker events: 37 Multiple-blocker events: 28 Temporary aisle reoccupations: 99 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1865 Reservations granted: 1857 Reservations denied/waited: 8 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 4 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 10668 Longest unresolved passenger ID: 165 Longest unresolved row: 35 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P201(33A/LEFT) -> P17(36E/LEFT) -> P165(35A/LEFT) -> P30(34B/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 201 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 4 Total blocked ticks: 30851 Total stationary ticks: 200565 Seat-event requests: 2065 Failed seat-event starts: 1749 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 30 Critical blocker identity: P30->34B(LEFT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 8 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 4 Critical blocker tree: P30(34B/LEFT/WAITING_FOR_SEAT_EVENT) P165(35A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P17(36E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P201(33A/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 2719 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 1 Critical blocker required yield tiles: 35 Critical blocker unavailable yield tiles: 35 Critical blocker yield-tile occupants: 232 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 4 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1748 Rear-boundary failures: 1 Middle-bank reservation failures: 8 Active-event deferrals: 2719 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[232]: P232(35B/LEFT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P232->35B(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: P232{seat=35B,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=35,directBlocker=-1,lastMoveTick=290,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 35 Current unavailable yield tiles: 35 Current yield-tile occupants: 232 Final row-event chain: 30|232 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 4 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2072\nPrecedence substitutions made: 4\nDependency chains followed: 14\nBlocked by waiting-row occupant: 23\nSubstituted events started: 7\nOccupied-space rejections: 3646\nMaximum scheduling-chain depth: 3\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 15 | standardDataset=324/324 (100.00%) | aisleInterleavedDataset=316/324 (97.53%) | seatedDelta=-8 | completionDelta=-2.47% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | aisleInterleavedWorse=true | standardFamily=COMPLETE_CABIN | aisleInterleavedFamily=LINKED_ROW_EVENT_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 22 COARSE-COHORT OPPOSITE-AISLE INTERLEAVING ============================================================ Date/Time: 2026-07-16 23:15:18 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 16 Scenario seed: 8970029813061739148 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.38% Blocker-prone seat share (topology component): 75.52% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 675 Passengers seated: 192/192 Average waiting ticks: 307.57 Longest waiting passenger: P181->4E(RIGHT) Longest waiting ticks: 641 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 4 Regions dissolved: 1 Repeated reconstructions avoided: 4 Largest region lifetime: 5 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=5 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1381 Maximum occupied tiles: 14 Seat events: 96 Single-blocker events: 19 Multiple-blocker events: 5 Temporary aisle reoccupations: 32 RIGHT AISLE ----------- Total moves: 1434 Maximum occupied tiles: 13 Seat events: 96 Single-blocker events: 24 Multiple-blocker events: 10 Temporary aisle reoccupations: 46 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 99 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3651 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4556 Total stationary ticks: 62139 Seat-event requests: 198 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 473 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 473 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 198\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 22 COARSE-COHORT OPPOSITE-AISLE INTERLEAVING ============================================================ Date/Time: 2026-07-16 23:15:18 Experiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 16 Scenario seed: 8970029813061739148 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: COARSE_COHORT_AISLE_INTERLEAVED_DATASET Row-zone concentration (diagnostic control): 34.38% Blocker-prone seat share (topology component): 75.52% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 670 Passengers seated: 192/192 Average waiting ticks: 306.59 Longest waiting passenger: P163->7A(LEFT) Longest waiting ticks: 651 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 38 Regions dissolved: 3 Repeated reconstructions avoided: 38 Largest region lifetime: 16 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=12 Confirmation deferral ticks: 3 Regions reaching confirmation: 0 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1381 Maximum occupied tiles: 17 Seat events: 96 Single-blocker events: 20 Multiple-blocker events: 5 Temporary aisle reoccupations: 33 RIGHT AISLE ----------- Total moves: 1434 Maximum occupied tiles: 16 Seat events: 96 Single-blocker events: 27 Multiple-blocker events: 8 Temporary aisle reoccupations: 45 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 105 Reservations granted: 101 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5908 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6599 Total stationary ticks: 64114 Seat-event requests: 200 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 367 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 367 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 204\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 16 | standardDataset=192/192 (100.00%) | aisleInterleavedDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | aisleInterleavedWorse=false | standardFamily=COMPLETE_CABIN | aisleInterleavedFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 22 COARSE-COHORT OPPOSITE-AISLE INTERLEAVING ============================================================ Date/Time: 2026-07-16 23:15:18 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 17 Scenario seed: 3184604032099438634 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 74.56% Aisle-assignment balance: 93.86% OUTCOME ------- Status: SUCCESS Completed ticks: 860 Passengers seated: 228/228 Average waiting ticks: 371.64 Longest waiting passenger: P46->28G(RIGHT) Longest waiting ticks: 801 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 27 Regions dissolved: 1 Repeated reconstructions avoided: 27 Largest region lifetime: 28 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=28 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1552 Maximum occupied tiles: 13 Seat events: 107 Single-blocker events: 23 Multiple-blocker events: 9 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1720 Maximum occupied tiles: 12 Seat events: 121 Single-blocker events: 28 Multiple-blocker events: 9 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 122 Reservations granted: 122 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4107 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5365 Total stationary ticks: 88256 Seat-event requests: 236 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 625 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 625 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 236\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 22 COARSE-COHORT OPPOSITE-AISLE INTERLEAVING ============================================================ Date/Time: 2026-07-16 23:15:18 Experiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 17 Scenario seed: 3184604032099438634 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: COARSE_COHORT_AISLE_INTERLEAVED_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 74.56% Aisle-assignment balance: 93.86% OUTCOME ------- Status: SUCCESS Completed ticks: 835 Passengers seated: 228/228 Average waiting ticks: 370.74 Longest waiting passenger: P171->4F(RIGHT) Longest waiting ticks: 816 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 5 Clusters detected: 5 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 6 Selected release potential total: 5 Last cluster decision: RIGHT:tiles1-6:occupied=5:anchor=P206:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 5 Region updates: 79 Regions dissolved: 5 Repeated reconstructions avoided: 79 Largest region lifetime: 24 Maximum simultaneous active regions: 2 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R5:lifetime=24 Confirmation deferral ticks: 6 Regions reaching confirmation: 1 Regions dissolved before confirmation: 4 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1552 Maximum occupied tiles: 17 Seat events: 107 Single-blocker events: 22 Multiple-blocker events: 9 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1720 Maximum occupied tiles: 18 Seat events: 121 Single-blocker events: 29 Multiple-blocker events: 9 Temporary aisle reoccupations: 52 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 130 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7105 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7987 Total stationary ticks: 90885 Seat-event requests: 244 Failed seat-event starts: 16 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 447 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 16 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 447 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 7\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 17 | standardDataset=228/228 (100.00%) | aisleInterleavedDataset=228/228 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=5 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | aisleInterleavedWorse=false | standardFamily=COMPLETE_CABIN | aisleInterleavedFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 22 COARSE-COHORT OPPOSITE-AISLE INTERLEAVING ============================================================ Date/Time: 2026-07-16 23:15:18 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 18 Scenario seed: 3120322730829782475 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.43% Blocker-prone seat share (topology component): 60.13% Aisle-assignment balance: 94.77% OUTCOME ------- Status: SUCCESS Completed ticks: 1156 Passengers seated: 306/306 Average waiting ticks: 513.90 Longest waiting passenger: P231->18H(RIGHT) Longest waiting ticks: 1102 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 29 Regions dissolved: 2 Repeated reconstructions avoided: 29 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2475 Maximum occupied tiles: 14 Seat events: 145 Single-blocker events: 38 Multiple-blocker events: 16 Temporary aisle reoccupations: 72 RIGHT AISLE ----------- Total moves: 2744 Maximum occupied tiles: 12 Seat events: 161 Single-blocker events: 42 Multiple-blocker events: 21 Temporary aisle reoccupations: 88 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 136 Reservations granted: 136 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6095 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7295 Total stationary ticks: 162230 Seat-event requests: 320 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 655 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 655 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 320\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 22 COARSE-COHORT OPPOSITE-AISLE INTERLEAVING ============================================================ Date/Time: 2026-07-16 23:15:18 Experiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 18 Scenario seed: 3120322730829782475 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: COARSE_COHORT_AISLE_INTERLEAVED_DATASET Row-zone concentration (diagnostic control): 28.43% Blocker-prone seat share (topology component): 60.13% Aisle-assignment balance: 94.77% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2638 Passengers seated: 290/306 Average waiting ticks: 598.14 Longest waiting passenger: P4->9F(LEFT) Longest waiting ticks: 2638 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles8-10:occupied=3:anchor=P287:selected=P212:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2392 Maximum occupied tiles: 19 Seat events: 129 Single-blocker events: 30 Multiple-blocker events: 13 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 2744 Maximum occupied tiles: 19 Seat events: 161 Single-blocker events: 43 Multiple-blocker events: 20 Temporary aisle reoccupations: 86 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1836 Reservations granted: 1836 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 12 Remaining moving in aisle: 1 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 9926 Longest unresolved passenger ID: 4 Longest unresolved row: 9 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P209(12F/LEFT) -> P192(5C/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 209 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 17859 Total stationary ticks: 193606 Seat-event requests: 2017 Failed seat-event starts: 1727 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 192 Critical blocker identity: P192->5C(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 4 Unresolved outside passengers: 12 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P192(5C/LEFT/WAITING_FOR_SEAT_EVENT) P209(12F/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1727 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1727 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 599 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_SPACE_AVAILABLE Final snapshot prerequisite: YIELD_SPACE_AVAILABLE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: YIELD_SPACE_AVAILABLE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2016\nPrecedence substitutions made: 8\nDependency chains followed: 9\nBlocked by waiting-row occupant: 9\nSubstituted events started: 11\nOccupied-space rejections: 1739\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 18 | standardDataset=306/306 (100.00%) | aisleInterleavedDataset=290/306 (94.77%) | seatedDelta=-16 | completionDelta=-5.23% | outsideDelta=+12 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | aisleInterleavedWorse=true | standardFamily=COMPLETE_CABIN | aisleInterleavedFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 22 COARSE-COHORT OPPOSITE-AISLE INTERLEAVING ============================================================ Date/Time: 2026-07-16 23:15:18 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 19 Scenario seed: -1051365898326392422 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.04% Blocker-prone seat share (topology component): 65.65% Aisle-assignment balance: 98.26% OUTCOME ------- Status: SUCCESS Completed ticks: 821 Passengers seated: 230/230 Average waiting ticks: 371.58 Longest waiting passenger: P130->6H(RIGHT) Longest waiting ticks: 768 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1771 Maximum occupied tiles: 12 Seat events: 113 Single-blocker events: 13 Multiple-blocker events: 7 Temporary aisle reoccupations: 27 RIGHT AISLE ----------- Total moves: 1764 Maximum occupied tiles: 13 Seat events: 117 Single-blocker events: 35 Multiple-blocker events: 8 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 92 Reservations granted: 84 Reservations denied/waited: 8 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4657 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5790 Total stationary ticks: 89533 Seat-event requests: 235 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 544 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 8 Active-event deferrals: 544 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 22 COARSE-COHORT OPPOSITE-AISLE INTERLEAVING ============================================================ Date/Time: 2026-07-16 23:15:18 Experiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 19 Scenario seed: -1051365898326392422 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: COARSE_COHORT_AISLE_INTERLEAVED_DATASET Row-zone concentration (diagnostic control): 33.04% Blocker-prone seat share (topology component): 65.65% Aisle-assignment balance: 98.26% OUTCOME ------- Status: SUCCESS Completed ticks: 818 Passengers seated: 230/230 Average waiting ticks: 372.60 Longest waiting passenger: P182->6I(RIGHT) Longest waiting ticks: 795 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1771 Maximum occupied tiles: 16 Seat events: 113 Single-blocker events: 13 Multiple-blocker events: 7 Temporary aisle reoccupations: 27 RIGHT AISLE ----------- Total moves: 1764 Maximum occupied tiles: 16 Seat events: 117 Single-blocker events: 33 Multiple-blocker events: 9 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 86 Reservations granted: 84 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7123 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8044 Total stationary ticks: 92129 Seat-event requests: 234 Failed seat-event starts: 4 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 459 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 4 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 459 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 236\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 19 | standardDataset=230/230 (100.00%) | aisleInterleavedDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | aisleInterleavedWorse=false | standardFamily=COMPLETE_CABIN | aisleInterleavedFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 22 COARSE-COHORT OPPOSITE-AISLE INTERLEAVING ============================================================ Date/Time: 2026-07-16 23:15:18 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 20 Scenario seed: -1169396298556200010 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 245 Occupancy: 85% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 29.80% Blocker-prone seat share (topology component): 65.31% Aisle-assignment balance: 96.33% OUTCOME ------- Status: SUCCESS Completed ticks: 906 Passengers seated: 245/245 Average waiting ticks: 398.45 Longest waiting passenger: P186->32E(RIGHT) Longest waiting ticks: 847 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: LEFT:tiles10-13:occupied=3:anchor=P242:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 13 Regions dissolved: 1 Repeated reconstructions avoided: 13 Largest region lifetime: 14 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=14 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1773 Maximum occupied tiles: 11 Seat events: 118 Single-blocker events: 31 Multiple-blocker events: 11 Temporary aisle reoccupations: 53 RIGHT AISLE ----------- Total moves: 1904 Maximum occupied tiles: 11 Seat events: 127 Single-blocker events: 32 Multiple-blocker events: 13 Temporary aisle reoccupations: 58 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 89 Reservations granted: 89 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4534 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5456 Total stationary ticks: 101373 Seat-event requests: 255 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 435 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 435 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 254\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 22 COARSE-COHORT OPPOSITE-AISLE INTERLEAVING ============================================================ Date/Time: 2026-07-16 23:15:18 Experiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 20 Scenario seed: -1169396298556200010 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 245 Occupancy: 85% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: COARSE_COHORT_AISLE_INTERLEAVED_DATASET Row-zone concentration (diagnostic control): 29.80% Blocker-prone seat share (topology component): 65.31% Aisle-assignment balance: 96.33% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2368 Passengers seated: 241/245 Average waiting ticks: 405.83 Longest waiting passenger: P79->31D(RIGHT) Longest waiting ticks: 2269 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 7 Regions dissolved: 1 Repeated reconstructions avoided: 7 Largest region lifetime: 8 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=8 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1772 Maximum occupied tiles: 16 Seat events: 116 Single-blocker events: 29 Multiple-blocker events: 11 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 1902 Maximum occupied tiles: 17 Seat events: 125 Single-blocker events: 30 Multiple-blocker events: 13 Temporary aisle reoccupations: 56 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1731 Reservations granted: 1731 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 2 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7513 Longest unresolved passenger ID: 118 Longest unresolved row: 32 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P118(32C/LEFT) -> P201(32A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 118 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 2 Total blocked ticks: 16922 Total stationary ticks: 110376 Seat-event requests: 3596 Failed seat-event starts: 3355 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 79 Critical blocker identity: P79->31D(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 4 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P79(31D/RIGHT/WAITING_FOR_SEAT_EVENT) P186(32E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 3348 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 32|33 Critical blocker unavailable yield tiles: 33 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 7 Rear-boundary failures: 3348 Middle-bank reservation failures: 0 Active-event deferrals: 1188 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 32|33 Current unavailable yield tiles: 33 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3596\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 20 | standardDataset=245/245 (100.00%) | aisleInterleavedDataset=241/245 (98.37%) | seatedDelta=-4 | completionDelta=-1.63% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | aisleInterleavedWorse=true | standardFamily=COMPLETE_CABIN | aisleInterleavedFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 22 COARSE-COHORT OPPOSITE-AISLE INTERLEAVING ============================================================ Date/Time: 2026-07-16 23:15:18 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 21 Scenario seed: -5845335927644343041 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.43% Blocker-prone seat share (topology component): 69.57% Aisle-assignment balance: 98.26% OUTCOME ------- Status: SUCCESS Completed ticks: 815 Passengers seated: 230/230 Average waiting ticks: 371.47 Longest waiting passenger: P7->2E(LEFT) Longest waiting ticks: 763 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 3 Executable cluster candidates: 3 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 6 Selected release potential total: 9 Last cluster decision: RIGHT:tiles13-16:occupied=4:anchor=P120:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 34 Regions dissolved: 1 Repeated reconstructions avoided: 34 Largest region lifetime: 35 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=35 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1791 Maximum occupied tiles: 11 Seat events: 117 Single-blocker events: 34 Multiple-blocker events: 4 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1688 Maximum occupied tiles: 11 Seat events: 113 Single-blocker events: 36 Multiple-blocker events: 7 Temporary aisle reoccupations: 50 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 87 Reservations granted: 85 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4386 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5681 Total stationary ticks: 89287 Seat-event requests: 237 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 616 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 616 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 237\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 4\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 22 COARSE-COHORT OPPOSITE-AISLE INTERLEAVING ============================================================ Date/Time: 2026-07-16 23:15:18 Experiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 21 Scenario seed: -5845335927644343041 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: COARSE_COHORT_AISLE_INTERLEAVED_DATASET Row-zone concentration (diagnostic control): 30.43% Blocker-prone seat share (topology component): 69.57% Aisle-assignment balance: 98.26% OUTCOME ------- Status: SUCCESS Completed ticks: 817 Passengers seated: 230/230 Average waiting ticks: 375.12 Longest waiting passenger: P7->2E(LEFT) Longest waiting ticks: 798 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles19-21:occupied=3:anchor=P211:selected=P33:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 10 Regions dissolved: 1 Repeated reconstructions avoided: 10 Largest region lifetime: 11 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=11 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1791 Maximum occupied tiles: 17 Seat events: 117 Single-blocker events: 32 Multiple-blocker events: 6 Temporary aisle reoccupations: 44 RIGHT AISLE ----------- Total moves: 1688 Maximum occupied tiles: 17 Seat events: 113 Single-blocker events: 38 Multiple-blocker events: 5 Temporary aisle reoccupations: 48 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 83 Reservations granted: 81 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6979 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7859 Total stationary ticks: 92521 Seat-event requests: 235 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 438 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 438 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 236\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 21 | standardDataset=230/230 (100.00%) | aisleInterleavedDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | aisleInterleavedWorse=false | standardFamily=COMPLETE_CABIN | aisleInterleavedFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 22 COARSE-COHORT OPPOSITE-AISLE INTERLEAVING ============================================================ Date/Time: 2026-07-16 23:15:19 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 22 Scenario seed: 5901802720867875714 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 288 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.08% Blocker-prone seat share (topology component): 58.68% Aisle-assignment balance: 91.67% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2628 Passengers seated: 271/288 Average waiting ticks: 501.86 Longest waiting passenger: P233->22B(LEFT) Longest waiting ticks: 2596 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 18 Cluster candidates evaluated: 22 Executable cluster candidates: 0 Rejected cluster candidates: 22 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 17 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2346 Regions dissolved: 0 Repeated reconstructions avoided: 2346 Largest region lifetime: 2347 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2347:occupied=17 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1931 State changes reopening evaluation: 17 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2236 Maximum occupied tiles: 21 Seat events: 115 Single-blocker events: 25 Multiple-blocker events: 12 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 2775 Maximum occupied tiles: 12 Seat events: 156 Single-blocker events: 43 Multiple-blocker events: 18 Temporary aisle reoccupations: 80 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 123 Reservations granted: 123 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 14 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 26853 Longest unresolved passenger ID: 285 Longest unresolved row: 35 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 13 Longest dependency chain: P157(29B/LEFT) -> P224(26G/LEFT) -> P193(28A/LEFT) -> P83(29F/LEFT) -> P29(32F/LEFT) -> P46(36G/LEFT) -> P152(36E/LEFT) -> P135(34B/LEFT) -> P139(34A/LEFT) -> P245(33A/LEFT) -> P63(34C/LEFT) -> P285(35D/LEFT) -> P68(35B/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 157 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 14 Total blocked ticks: 39581 Total stationary ticks: 175761 Seat-event requests: 2241 Failed seat-event starts: 1970 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 68 Critical blocker identity: P68->35B(LEFT) Direct fan-out: 1 Total indirect descendants: 12 Critical tree size including blocker: 13 Critical tree depth: 13 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 17 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 4 Critical blocker tree: P68(35B/LEFT/WAITING_FOR_SEAT_EVENT) P285(35D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P63(34C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P245(33A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P139(34A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P135(34B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P152(36E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P46(36G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P29(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P83(29F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P193(28A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P224(26G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P157(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1969 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 1 Critical blocker required yield tiles: 36 Critical blocker unavailable yield tiles: 36 Critical blocker yield-tile occupants: 24 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 3 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1969 Rear-boundary failures: 1 Middle-bank reservation failures: 0 Active-event deferrals: 1081 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[24]: P24(36A/LEFT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P24->36A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: P24{seat=36A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=266,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 36 Current unavailable yield tiles: 36 Current yield-tile occupants: 24 Final row-event chain: 68|24 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2241\nPrecedence substitutions made: 1\nDependency chains followed: 193\nBlocked by waiting-row occupant: 193\nSubstituted events started: 1\nOccupied-space rejections: 1974\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 22 COARSE-COHORT OPPOSITE-AISLE INTERLEAVING ============================================================ Date/Time: 2026-07-16 23:15:19 Experiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 22 Scenario seed: 5901802720867875714 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 288 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: COARSE_COHORT_AISLE_INTERLEAVED_DATASET Row-zone concentration (diagnostic control): 27.08% Blocker-prone seat share (topology component): 58.68% Aisle-assignment balance: 91.67% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2253 Passengers seated: 130/288 Average waiting ticks: 1125.43 Longest waiting passenger: P0->10I(RIGHT) Longest waiting ticks: 2253 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 55 Cluster candidates evaluated: 55 Executable cluster candidates: 0 Rejected cluster candidates: 55 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 36 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2114 Regions dissolved: 0 Repeated reconstructions avoided: 2114 Largest region lifetime: 2115 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2115:occupied=36 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1983 State changes reopening evaluation: 54 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1425 Maximum occupied tiles: 36 Seat events: 28 Single-blocker events: 4 Multiple-blocker events: 1 Temporary aisle reoccupations: 6 RIGHT AISLE ----------- Total moves: 2456 Maximum occupied tiles: 18 Seat events: 102 Single-blocker events: 28 Multiple-blocker events: 6 Temporary aisle reoccupations: 40 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 56 Reservations granted: 56 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 122 Remaining moving in aisle: 34 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 66280 Longest unresolved passenger ID: 0 Longest unresolved row: 10 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 35 Longest dependency chain: P255(23B/LEFT) -> P8(18G/LEFT) -> P271(20E/LEFT) -> P92(22G/LEFT) -> P253(17B/LEFT) -> P241(19F/LEFT) -> P169(22C/LEFT) -> P257(19B/LEFT) -> P184(21E/LEFT) -> P275(15E/LEFT) -> P199(21D/LEFT) -> P176(14C/LEFT) -> P229(24C/LEFT) -> P235(24D/LEFT) -> P81(25E/LEFT) -> P49(22A/LEFT) -> P43(21C/LEFT) -> P204(24G/LEFT) -> P180(23C/LEFT) -> P202(25F/LEFT) -> P9(36C/LEFT) -> P166(26C/LEFT) -> P157(29B/LEFT) -> P224(26G/LEFT) -> P193(28A/LEFT) -> P83(29F/LEFT) -> P29(32F/LEFT) -> P46(36G/LEFT) -> P152(36E/LEFT) -> P135(34B/LEFT) -> P139(34A/LEFT) -> P245(33A/LEFT) -> P63(34C/LEFT) -> P285(35D/LEFT) -> P68(35B/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 255 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 34 Total blocked ticks: 77194 Total stationary ticks: 396218 Seat-event requests: 2176 Failed seat-event starts: 2046 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 68 Critical blocker identity: P68->35B(LEFT) Direct fan-out: 1 Total indirect descendants: 34 Critical tree size including blocker: 35 Critical tree depth: 35 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 36 Unresolved outside passengers: 122 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P68(35B/LEFT/WAITING_FOR_SEAT_EVENT) P285(35D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P63(34C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P245(33A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P139(34A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P135(34B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P152(36E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P46(36G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P29(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P83(29F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P193(28A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P224(26G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P157(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P166(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P9(36C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P202(25F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P180(23C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P204(24G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P43(21C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P49(22A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P81(25E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P235(24D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P229(24C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P176(14C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P199(21D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P275(15E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P184(21E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P257(19B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P169(22C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P241(19F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P253(17B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P92(22G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P271(20E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P8(18G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P255(23B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 2045 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 36 Critical blocker unavailable yield tiles: 36 Critical blocker yield-tile occupants: 24 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 2 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 2045 Rear-boundary failures: 1 Middle-bank reservation failures: 0 Active-event deferrals: 339 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[24]: P24(36A/LEFT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P24->36A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P24{seat=36A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=131,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 36 Current unavailable yield tiles: 36 Current yield-tile occupants: 24 Final row-event chain: 68|24 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2176\nPrecedence substitutions made: 1\nDependency chains followed: 2042\nBlocked by waiting-row occupant: 2042\nSubstituted events started: 1\nOccupied-space rejections: 2046\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 22 | standardDataset=271/288 (94.10%) | aisleInterleavedDataset=130/288 (45.14%) | seatedDelta=-141 | completionDelta=-48.96% | outsideDelta=+122 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | aisleInterleavedWorse=true | standardFamily=LINKED_ROW_EVENT_CHAIN | aisleInterleavedFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 22 COARSE-COHORT OPPOSITE-AISLE INTERLEAVING ============================================================ Date/Time: 2026-07-16 23:15:19 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 23 Scenario seed: -5886756800942795092 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.61% Blocker-prone seat share (topology component): 67.39% Aisle-assignment balance: 97.39% OUTCOME ------- Status: SUCCESS Completed ticks: 844 Passengers seated: 230/230 Average waiting ticks: 385.89 Longest waiting passenger: P166->14H(RIGHT) Longest waiting ticks: 818 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles9-12:occupied=3:anchor=P84:selected=P226:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1724 Maximum occupied tiles: 11 Seat events: 112 Single-blocker events: 28 Multiple-blocker events: 7 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1674 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 26 Multiple-blocker events: 11 Temporary aisle reoccupations: 48 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 75 Reservations granted: 74 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3907 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4803 Total stationary ticks: 91882 Seat-event requests: 240 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 490 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 490 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 240\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 22 COARSE-COHORT OPPOSITE-AISLE INTERLEAVING ============================================================ Date/Time: 2026-07-16 23:15:19 Experiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 23 Scenario seed: -5886756800942795092 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: COARSE_COHORT_AISLE_INTERLEAVED_DATASET Row-zone concentration (diagnostic control): 32.61% Blocker-prone seat share (topology component): 67.39% Aisle-assignment balance: 97.39% OUTCOME ------- Status: SUCCESS Completed ticks: 852 Passengers seated: 230/230 Average waiting ticks: 389.16 Longest waiting passenger: P92->11G(RIGHT) Longest waiting ticks: 830 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1724 Maximum occupied tiles: 16 Seat events: 112 Single-blocker events: 30 Multiple-blocker events: 8 Temporary aisle reoccupations: 46 RIGHT AISLE ----------- Total moves: 1674 Maximum occupied tiles: 16 Seat events: 118 Single-blocker events: 26 Multiple-blocker events: 9 Temporary aisle reoccupations: 44 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 78 Reservations granted: 75 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6369 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7227 Total stationary ticks: 95029 Seat-event requests: 235 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 507 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 507 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 238\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 8\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 23 | standardDataset=230/230 (100.00%) | aisleInterleavedDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | aisleInterleavedWorse=false | standardFamily=COMPLETE_CABIN | aisleInterleavedFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 22 COARSE-COHORT OPPOSITE-AISLE INTERLEAVING ============================================================ Date/Time: 2026-07-16 23:15:19 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 24 Scenario seed: -8002946322880410004 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 94.47% OUTCOME ------- Status: SUCCESS Completed ticks: 881 Passengers seated: 235/235 Average waiting ticks: 383.40 Longest waiting passenger: P13->10A(LEFT) Longest waiting ticks: 823 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1777 Maximum occupied tiles: 12 Seat events: 124 Single-blocker events: 31 Multiple-blocker events: 16 Temporary aisle reoccupations: 67 RIGHT AISLE ----------- Total moves: 1587 Maximum occupied tiles: 12 Seat events: 111 Single-blocker events: 31 Multiple-blocker events: 9 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 136 Reservations granted: 128 Reservations denied/waited: 8 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4518 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5711 Total stationary ticks: 93972 Seat-event requests: 245 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 555 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 8 Active-event deferrals: 555 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 253\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 22 COARSE-COHORT OPPOSITE-AISLE INTERLEAVING ============================================================ Date/Time: 2026-07-16 23:15:19 Experiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 24 Scenario seed: -8002946322880410004 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: COARSE_COHORT_AISLE_INTERLEAVED_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 94.47% OUTCOME ------- Status: SUCCESS Completed ticks: 869 Passengers seated: 235/235 Average waiting ticks: 383.91 Longest waiting passenger: P13->10A(LEFT) Longest waiting ticks: 847 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 6 Selected release potential total: 7 Last cluster decision: LEFT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 44 Regions dissolved: 3 Repeated reconstructions avoided: 44 Largest region lifetime: 28 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=8 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1777 Maximum occupied tiles: 18 Seat events: 124 Single-blocker events: 30 Multiple-blocker events: 18 Temporary aisle reoccupations: 70 RIGHT AISLE ----------- Total moves: 1587 Maximum occupied tiles: 16 Seat events: 111 Single-blocker events: 32 Multiple-blocker events: 7 Temporary aisle reoccupations: 48 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 135 Reservations granted: 135 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7002 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7880 Total stationary ticks: 96346 Seat-event requests: 252 Failed seat-event starts: 17 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 480 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 17 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 480 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 25\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 24 | standardDataset=235/235 (100.00%) | aisleInterleavedDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | aisleInterleavedWorse=false | standardFamily=COMPLETE_CABIN | aisleInterleavedFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 22 COARSE-COHORT OPPOSITE-AISLE INTERLEAVING ============================================================ Date/Time: 2026-07-16 23:15:19 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 25 Scenario seed: -6793887463250987477 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.38% Aisle-assignment balance: 95.74% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2527 Passengers seated: 276/282 Average waiting ticks: 487.17 Longest waiting passenger: P197->31D(RIGHT) Longest waiting ticks: 2476 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 2 Cluster candidates evaluated: 3 Executable cluster candidates: 1 Rejected cluster candidates: 2 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 6 Selected release potential total: 2 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1565 Regions dissolved: 1 Repeated reconstructions avoided: 1565 Largest region lifetime: 1558 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1558:occupied=6 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1524 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2082 Maximum occupied tiles: 13 Seat events: 135 Single-blocker events: 37 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 RIGHT AISLE ----------- Total moves: 2295 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 36 Multiple-blocker events: 11 Temporary aisle reoccupations: 58 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1672 Reservations granted: 1672 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 4 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 6510 Longest unresolved passenger ID: 217 Longest unresolved row: 32 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 5 Longest dependency chain: P249(30F/RIGHT) -> P22(30H/RIGHT) -> P61(30D/RIGHT) -> P208(31F/RIGHT) -> P197(31D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 249 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 4 Total blocked ticks: 15659 Total stationary ticks: 147571 Seat-event requests: 1864 Failed seat-event starts: 1588 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 197 Critical blocker identity: P197->31D(RIGHT) Direct fan-out: 1 Total indirect descendants: 4 Critical tree size including blocker: 5 Critical tree depth: 5 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 6 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P197(31D/RIGHT/WAITING_FOR_SEAT_EVENT) P208(31F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P61(30D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P22(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P249(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1588 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 32 Critical blocker unavailable yield tiles: 32 Critical blocker yield-tile occupants: 217 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1588 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 802 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[217]: P217(32I/RIGHT/WAITING_AT_ROW@tile32) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P217->32I(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P217{seat=32I,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=32,directBlocker=-1,lastMoveTick=786,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 32 Current unavailable yield tiles: 32 Current yield-tile occupants: 217 Final row-event chain: 197|217 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1863\nPrecedence substitutions made: 3\nDependency chains followed: 1581\nBlocked by waiting-row occupant: 1581\nSubstituted events started: 5\nOccupied-space rejections: 1592\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 22 COARSE-COHORT OPPOSITE-AISLE INTERLEAVING ============================================================ Date/Time: 2026-07-16 23:15:19 Experiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 25 Scenario seed: -6793887463250987477 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: COARSE_COHORT_AISLE_INTERLEAVED_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.38% Aisle-assignment balance: 95.74% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2144 Passengers seated: 114/282 Average waiting ticks: 1166.40 Longest waiting passenger: P2->17I(RIGHT) Longest waiting ticks: 2144 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 40 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 31 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1907 Regions dissolved: 0 Repeated reconstructions avoided: 1907 Largest region lifetime: 1908 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1908:occupied=31 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1851 State changes reopening evaluation: 39 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1783 Maximum occupied tiles: 16 Seat events: 84 Single-blocker events: 24 Multiple-blocker events: 8 Temporary aisle reoccupations: 40 RIGHT AISLE ----------- Total moves: 1243 Maximum occupied tiles: 31 Seat events: 30 Single-blocker events: 7 Multiple-blocker events: 0 Temporary aisle reoccupations: 7 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 36 Reservations granted: 36 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 137 Remaining moving in aisle: 30 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 56362 Longest unresolved passenger ID: 2 Longest unresolved row: 17 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 31 Longest dependency chain: P247(15F/RIGHT) -> P131(19H/RIGHT) -> P117(20E/RIGHT) -> P199(13H/RIGHT) -> P21(15H/RIGHT) -> P278(20G/RIGHT) -> P240(19G/RIGHT) -> P184(17F/RIGHT) -> P62(16H/RIGHT) -> P51(17E/RIGHT) -> P156(23H/RIGHT) -> P260(15G/RIGHT) -> P112(20F/RIGHT) -> P58(21I/RIGHT) -> P223(20I/RIGHT) -> P110(24D/RIGHT) -> P276(25H/RIGHT) -> P249(30F/RIGHT) -> P22(30H/RIGHT) -> P61(30D/RIGHT) -> P208(31F/RIGHT) -> P265(27F/RIGHT) -> P14(29E/RIGHT) -> P120(27G/RIGHT) -> P238(28I/RIGHT) -> P274(29D/RIGHT) -> P237(30E/RIGHT) -> P197(31D/RIGHT) -> P217(32I/RIGHT) -> P185(32H/RIGHT) -> P109(31I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 247 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 30 Total blocked ticks: 63310 Total stationary ticks: 389582 Seat-event requests: 2012 Failed seat-event starts: 1898 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 109 Critical blocker identity: P109->31I(RIGHT) Direct fan-out: 1 Total indirect descendants: 30 Critical tree size including blocker: 31 Critical tree depth: 31 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 31 Unresolved outside passengers: 137 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P109(31I/RIGHT/WAITING_FOR_SEAT_EVENT) P185(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P217(32I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P197(31D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P237(30E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P274(29D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P238(28I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P120(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P14(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P265(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P208(31F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P61(30D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P22(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P249(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P276(25H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P110(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P223(20I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P58(21I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P112(20F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P260(15G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P156(23H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P62(16H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P184(17F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P240(19G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P278(20G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P21(15H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P199(13H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P117(20E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P131(19H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P247(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1894 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 32|33 Critical blocker unavailable yield tiles: 33 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 4 Rear-boundary failures: 1894 Middle-bank reservation failures: 0 Active-event deferrals: 182 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 32|33 Current unavailable yield tiles: 33 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2012\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 4\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 25 | standardDataset=276/282 (97.87%) | aisleInterleavedDataset=114/282 (40.43%) | seatedDelta=-162 | completionDelta=-57.45% | outsideDelta=+137 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | aisleInterleavedWorse=true | standardFamily=LINKED_ROW_EVENT_CHAIN | aisleInterleavedFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 22 COARSE-COHORT OPPOSITE-AISLE INTERLEAVING ============================================================ Date/Time: 2026-07-16 23:15:19 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 26 Scenario seed: 722007454514889823 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 59.49% Aisle-assignment balance: 96.88% OUTCOME ------- Status: SUCCESS Completed ticks: 1287 Passengers seated: 353/353 Average waiting ticks: 586.65 Longest waiting passenger: P178->2A(LEFT) Longest waiting ticks: 1226 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: LEFT:region=R4:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 90 Regions dissolved: 4 Repeated reconstructions avoided: 90 Largest region lifetime: 38 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=18 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3193 Maximum occupied tiles: 14 Seat events: 182 Single-blocker events: 45 Multiple-blocker events: 30 Temporary aisle reoccupations: 111 RIGHT AISLE ----------- Total moves: 3005 Maximum occupied tiles: 13 Seat events: 171 Single-blocker events: 47 Multiple-blocker events: 24 Temporary aisle reoccupations: 101 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 160 Reservations granted: 157 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7774 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9701 Total stationary ticks: 213884 Seat-event requests: 378 Failed seat-event starts: 25 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 882 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 25 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 882 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 380\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 6\nOccupied-space rejections: 30\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 22 COARSE-COHORT OPPOSITE-AISLE INTERLEAVING ============================================================ Date/Time: 2026-07-16 23:15:19 Experiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 26 Scenario seed: 722007454514889823 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: COARSE_COHORT_AISLE_INTERLEAVED_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 59.49% Aisle-assignment balance: 96.88% OUTCOME ------- Status: SUCCESS Completed ticks: 1265 Passengers seated: 353/353 Average waiting ticks: 588.24 Longest waiting passenger: P178->2A(LEFT) Longest waiting ticks: 1256 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3193 Maximum occupied tiles: 19 Seat events: 182 Single-blocker events: 46 Multiple-blocker events: 30 Temporary aisle reoccupations: 113 RIGHT AISLE ----------- Total moves: 3005 Maximum occupied tiles: 19 Seat events: 171 Single-blocker events: 46 Multiple-blocker events: 24 Temporary aisle reoccupations: 99 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 149 Reservations granted: 147 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 12838 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 14108 Total stationary ticks: 219060 Seat-event requests: 366 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 735 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 735 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 369\nPrecedence substitutions made: 9\nDependency chains followed: 9\nBlocked by waiting-row occupant: 9\nSubstituted events started: 9\nOccupied-space rejections: 19\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 26 | standardDataset=353/353 (100.00%) | aisleInterleavedDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | aisleInterleavedWorse=false | standardFamily=COMPLETE_CABIN | aisleInterleavedFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 22 COARSE-COHORT OPPOSITE-AISLE INTERLEAVING ============================================================ Date/Time: 2026-07-16 23:15:19 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 27 Scenario seed: -5450447113087893164 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 98.58% OUTCOME ------- Status: SUCCESS Completed ticks: 1282 Passengers seated: 353/353 Average waiting ticks: 599.70 Longest waiting passenger: P326->9H(RIGHT) Longest waiting ticks: 1238 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2967 Maximum occupied tiles: 12 Seat events: 174 Single-blocker events: 46 Multiple-blocker events: 23 Temporary aisle reoccupations: 96 RIGHT AISLE ----------- Total moves: 3223 Maximum occupied tiles: 12 Seat events: 179 Single-blocker events: 52 Multiple-blocker events: 30 Temporary aisle reoccupations: 113 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 150 Reservations granted: 150 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7466 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8940 Total stationary ticks: 217898 Seat-event requests: 366 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 762 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 762 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 366\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 22 COARSE-COHORT OPPOSITE-AISLE INTERLEAVING ============================================================ Date/Time: 2026-07-16 23:15:19 Experiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 27 Scenario seed: -5450447113087893164 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: COARSE_COHORT_AISLE_INTERLEAVED_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 98.58% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2756 Passengers seated: 349/353 Average waiting ticks: 614.30 Longest waiting passenger: P228->34J(RIGHT) Longest waiting ticks: 2652 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 4 Cluster candidates evaluated: 7 Executable cluster candidates: 1 Rejected cluster candidates: 6 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 7 Selected release potential total: 6 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 2452 Regions dissolved: 2 Repeated reconstructions avoided: 2452 Largest region lifetime: 2392 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=2392:occupied=4 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1733 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2967 Maximum occupied tiles: 18 Seat events: 174 Single-blocker events: 46 Multiple-blocker events: 23 Temporary aisle reoccupations: 96 RIGHT AISLE ----------- Total moves: 3220 Maximum occupied tiles: 19 Seat events: 175 Single-blocker events: 51 Multiple-blocker events: 27 Temporary aisle reoccupations: 106 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 159 Reservations granted: 151 Reservations denied/waited: 8 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 11924 Longest unresolved passenger ID: 31 Longest unresolved row: 36 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P31(36E/RIGHT) -> P228(34J/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 31 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 22897 Total stationary ticks: 229844 Seat-event requests: 2104 Failed seat-event starts: 1755 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 228 Critical blocker identity: P228->34J(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 4 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P228(34J/RIGHT/WAITING_FOR_SEAT_EVENT) P31(36E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 2307 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 35|36 Critical blocker unavailable yield tiles: 35|36 Critical blocker yield-tile occupants: 279|335 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1755 Rear-boundary failures: 0 Middle-bank reservation failures: 8 Active-event deferrals: 2307 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 2 Trace length: 1 Yield-occupant trace: yieldOccupant[279]: P279(35I/RIGHT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[335]: P335(36J/RIGHT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P335->36J(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: false Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P279{seat=35I,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=35,directBlocker=-1,lastMoveTick=354,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} || P335{seat=36J,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=353,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 35|36 Current unavailable yield tiles: 35|36 Current yield-tile occupants: 279|335 Final row-event chain: 228|279 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2111\nPrecedence substitutions made: 12\nDependency chains followed: 1751\nBlocked by waiting-row occupant: 3490\nSubstituted events started: 10\nOccupied-space rejections: 7125\nMaximum scheduling-chain depth: 3\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 27 | standardDataset=353/353 (100.00%) | aisleInterleavedDataset=349/353 (98.87%) | seatedDelta=-4 | completionDelta=-1.13% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | aisleInterleavedWorse=true | standardFamily=COMPLETE_CABIN | aisleInterleavedFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 22 COARSE-COHORT OPPOSITE-AISLE INTERLEAVING ============================================================ Date/Time: 2026-07-16 23:15:19 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 28 Scenario seed: 246091010528561545 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.05% Blocker-prone seat share (topology component): 60.34% Aisle-assignment balance: 96.88% OUTCOME ------- Status: SUCCESS Completed ticks: 1319 Passengers seated: 353/353 Average waiting ticks: 602.32 Longest waiting passenger: P36->10I(RIGHT) Longest waiting ticks: 1278 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 39 Regions dissolved: 2 Repeated reconstructions avoided: 39 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2983 Maximum occupied tiles: 13 Seat events: 171 Single-blocker events: 42 Multiple-blocker events: 20 Temporary aisle reoccupations: 84 RIGHT AISLE ----------- Total moves: 3263 Maximum occupied tiles: 15 Seat events: 182 Single-blocker events: 47 Multiple-blocker events: 27 Temporary aisle reoccupations: 108 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 158 Reservations granted: 158 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7403 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8981 Total stationary ticks: 218852 Seat-event requests: 373 Failed seat-event starts: 20 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 798 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 20 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 798 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 373\nPrecedence substitutions made: 3\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 3\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 22 COARSE-COHORT OPPOSITE-AISLE INTERLEAVING ============================================================ Date/Time: 2026-07-16 23:15:19 Experiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 28 Scenario seed: 246091010528561545 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: COARSE_COHORT_AISLE_INTERLEAVED_DATASET Row-zone concentration (diagnostic control): 28.05% Blocker-prone seat share (topology component): 60.34% Aisle-assignment balance: 96.88% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2803 Passengers seated: 334/353 Average waiting ticks: 618.10 Longest waiting passenger: P80->28B(LEFT) Longest waiting ticks: 2745 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 23 Cluster candidates evaluated: 6 Executable cluster candidates: 0 Rejected cluster candidates: 6 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 12 Selected release potential total: 0 Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 4596 Regions dissolved: 1 Repeated reconstructions avoided: 4596 Largest region lifetime: 2498 Maximum simultaneous active regions: 3 Regions active at termination: 2 Last lifecycle event: TRACK:R1:age=2498:localMembers=11 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1891 State changes reopening evaluation: 21 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2931 Maximum occupied tiles: 25 Seat events: 152 Single-blocker events: 35 Multiple-blocker events: 14 Temporary aisle reoccupations: 64 RIGHT AISLE ----------- Total moves: 3263 Maximum occupied tiles: 19 Seat events: 182 Single-blocker events: 47 Multiple-blocker events: 27 Temporary aisle reoccupations: 106 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1906 Reservations granted: 1901 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 16 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 37195 Longest unresolved passenger ID: 21 Longest unresolved row: 36 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 8 Longest dependency chain: P89(33E/LEFT) -> P143(32B/LEFT) -> P72(32A/LEFT) -> P32(33A/LEFT) -> P111(36B/LEFT) -> P125(35C/LEFT) -> P21(36F/LEFT) -> P346(36A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 89 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 16 Total blocked ticks: 56582 Total stationary ticks: 265271 Seat-event requests: 2269 Failed seat-event starts: 1935 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 146 Critical blocker identity: P146->23G(LEFT) Direct fan-out: 1 Total indirect descendants: 7 Critical tree size including blocker: 8 Critical tree depth: 8 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 19 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 11 Critical blocker tree: P146(23G/LEFT/WAITING_FOR_SEAT_EVENT) P271(23C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P7(22C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P319(21C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P187(24A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P205(24F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P167(25C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P114(22B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1919 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 24|25|26 Critical blocker unavailable yield tiles: 26 Critical blocker yield-tile occupants: 348 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 2 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1919 Rear-boundary failures: 16 Middle-bank reservation failures: 5 Active-event deferrals: 1808 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 3 Yield-occupant trace: yieldOccupant[348]: P348(29F/LEFT/MOVING_IN_AISLE@tile26) -> P261(35F/LEFT/MOVING_IN_AISLE@tile27) -> P80(28B/LEFT/WAITING_AT_ROW@tile28) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P80->28B(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P348{seat=29F,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=26,directBlocker=261,lastMoveTick=332,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 24|25|26 Current unavailable yield tiles: 26 Current yield-tile occupants: 348 Final row-event chain: 146|348|261|80 Final row-event chain length: 4 Distinct row events in chain: 4 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2275\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 1924\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 28 | standardDataset=353/353 (100.00%) | aisleInterleavedDataset=334/353 (94.62%) | seatedDelta=-19 | completionDelta=-5.38% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | aisleInterleavedWorse=true | standardFamily=COMPLETE_CABIN | aisleInterleavedFamily=MOVING_PASSENGER_YIELD_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 22 COARSE-COHORT OPPOSITE-AISLE INTERLEAVING ============================================================ Date/Time: 2026-07-16 23:15:19 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 29 Scenario seed: 4203914317130684635 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.05% Blocker-prone seat share (topology component): 67.57% Aisle-assignment balance: 99.61% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2413 Passengers seated: 257/259 Average waiting ticks: 430.23 Longest waiting passenger: P157->31I(RIGHT) Longest waiting ticks: 2353 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1895 Maximum occupied tiles: 12 Seat events: 130 Single-blocker events: 30 Multiple-blocker events: 13 Temporary aisle reoccupations: 56 RIGHT AISLE ----------- Total moves: 2013 Maximum occupied tiles: 12 Seat events: 127 Single-blocker events: 38 Multiple-blocker events: 9 Temporary aisle reoccupations: 56 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 89 Reservations granted: 89 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4711 Longest unresolved passenger ID: 177 Longest unresolved row: 32 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P177(32G/RIGHT) -> P157(31I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 177 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 9006 Total stationary ticks: 116891 Seat-event requests: 1811 Failed seat-event starts: 1554 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 157 Critical blocker identity: P157->31I(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P157(31I/RIGHT/WAITING_FOR_SEAT_EVENT) P177(32G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1544 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 32|33 Critical blocker unavailable yield tiles: 33 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 10 Rear-boundary failures: 1544 Middle-bank reservation failures: 0 Active-event deferrals: 630 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 32|33 Current unavailable yield tiles: 33 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1811\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 22 COARSE-COHORT OPPOSITE-AISLE INTERLEAVING ============================================================ Date/Time: 2026-07-16 23:15:19 Experiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 29 Scenario seed: 4203914317130684635 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: COARSE_COHORT_AISLE_INTERLEAVED_DATASET Row-zone concentration (diagnostic control): 32.05% Blocker-prone seat share (topology component): 67.57% Aisle-assignment balance: 99.61% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2414 Passengers seated: 257/259 Average waiting ticks: 427.51 Longest waiting passenger: P157->31I(RIGHT) Longest waiting ticks: 2323 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1895 Maximum occupied tiles: 16 Seat events: 130 Single-blocker events: 31 Multiple-blocker events: 13 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 2013 Maximum occupied tiles: 17 Seat events: 127 Single-blocker events: 39 Multiple-blocker events: 8 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 92 Reservations granted: 89 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8118 Longest unresolved passenger ID: 177 Longest unresolved row: 32 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P177(32G/RIGHT) -> P157(31I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 177 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 13226 Total stationary ticks: 120046 Seat-event requests: 1946 Failed seat-event starts: 1689 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 157 Critical blocker identity: P157->31I(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P157(31I/RIGHT/WAITING_FOR_SEAT_EVENT) P177(32G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1685 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 32|33 Critical blocker unavailable yield tiles: 33 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 4 Rear-boundary failures: 1685 Middle-bank reservation failures: 3 Active-event deferrals: 805 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 32|33 Current unavailable yield tiles: 33 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1949\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 29 | standardDataset=257/259 (99.23%) | aisleInterleavedDataset=257/259 (99.23%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | aisleInterleavedWorse=false | standardFamily=REAR_BOUNDARY_LOCK | aisleInterleavedFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 22 COARSE-COHORT OPPOSITE-AISLE INTERLEAVING ============================================================ Date/Time: 2026-07-16 23:15:19 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 30 Scenario seed: -7557663346310737177 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.07% Blocker-prone seat share (topology component): 59.06% Aisle-assignment balance: 98.25% OUTCOME ------- Status: SUCCESS Completed ticks: 1236 Passengers seated: 342/342 Average waiting ticks: 564.65 Longest waiting passenger: P20->31I(RIGHT) Longest waiting ticks: 1184 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 5 Clusters detected: 5 Activations without intervention: 6 Cluster candidates evaluated: 4 Executable cluster candidates: 4 Rejected cluster candidates: 0 Cluster selections: 4 Cluster-selected events started: 5 Largest detected cluster: 7 Selected release potential total: 16 Last cluster decision: RIGHT:tiles20-22:occupied=3:anchor=P236:selected=P293:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 5 Region updates: 88 Regions dissolved: 5 Repeated reconstructions avoided: 88 Largest region lifetime: 35 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R5:lifetime=9 Confirmation deferral ticks: 8 Regions reaching confirmation: 3 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 4 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2986 Maximum occupied tiles: 14 Seat events: 168 Single-blocker events: 37 Multiple-blocker events: 26 Temporary aisle reoccupations: 94 RIGHT AISLE ----------- Total moves: 2895 Maximum occupied tiles: 16 Seat events: 174 Single-blocker events: 43 Multiple-blocker events: 31 Temporary aisle reoccupations: 110 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 159 Reservations granted: 159 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7405 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9317 Total stationary ticks: 199595 Seat-event requests: 382 Failed seat-event starts: 40 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 861 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 40 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 861 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 378\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 14\nOccupied-space rejections: 50\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 22 COARSE-COHORT OPPOSITE-AISLE INTERLEAVING ============================================================ Date/Time: 2026-07-16 23:15:19 Experiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 30 Scenario seed: -7557663346310737177 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: COARSE_COHORT_AISLE_INTERLEAVED_DATASET Row-zone concentration (diagnostic control): 28.07% Blocker-prone seat share (topology component): 59.06% Aisle-assignment balance: 98.25% OUTCOME ------- Status: SUCCESS Completed ticks: 1237 Passengers seated: 342/342 Average waiting ticks: 566.25 Longest waiting passenger: P141->12E(RIGHT) Longest waiting ticks: 1218 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 5 Last cluster decision: RIGHT:tiles1-3:occupied=3:anchor=P171:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 42 Regions dissolved: 3 Repeated reconstructions avoided: 42 Largest region lifetime: 21 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=11 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2986 Maximum occupied tiles: 20 Seat events: 168 Single-blocker events: 39 Multiple-blocker events: 25 Temporary aisle reoccupations: 95 RIGHT AISLE ----------- Total moves: 2895 Maximum occupied tiles: 18 Seat events: 174 Single-blocker events: 44 Multiple-blocker events: 30 Temporary aisle reoccupations: 109 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 154 Reservations granted: 151 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 12106 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 13663 Total stationary ticks: 204625 Seat-event requests: 365 Failed seat-event starts: 23 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 759 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 23 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 759 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 367\nPrecedence substitutions made: 10\nDependency chains followed: 11\nBlocked by waiting-row occupant: 11\nSubstituted events started: 13\nOccupied-space rejections: 34\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 30 | standardDataset=342/342 (100.00%) | aisleInterleavedDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | aisleInterleavedWorse=false | standardFamily=COMPLETE_CABIN | aisleInterleavedFamily=COMPLETE_CABIN ************************************************************ BATCH EXPERIMENT SUMMARY RESEARCH EXPERIMENT 22 COARSE-COHORT OPPOSITE-AISLE INTERLEAVING ************************************************************ Experiment seed: 2083790101901 Scenarios executed: 60 Successful completions: 37 Incomplete/MAX_TICKS: 23 Average completed ticks: 1513.20 Average waiting ticks: 502.30 ************************************************************ ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 23 COARSE-COHORT BLOCKER-COMPLEXITY ORDERING ============================================================ Date/Time: 2026-07-16 23:22:37 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 1 Scenario seed: -4248938912819631269 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 98.72% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2327 Passengers seated: 221/235 Average waiting ticks: 455.32 Longest waiting passenger: P6->10H(RIGHT) Longest waiting ticks: 2327 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 3 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles25-27:occupied=3:anchor=P29:selected=P181:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 15 Regions dissolved: 1 Repeated reconstructions avoided: 15 Largest region lifetime: 16 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=16 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1708 Maximum occupied tiles: 13 Seat events: 116 Single-blocker events: 28 Multiple-blocker events: 19 Temporary aisle reoccupations: 71 RIGHT AISLE ----------- Total moves: 1555 Maximum occupied tiles: 12 Seat events: 105 Single-blocker events: 26 Multiple-blocker events: 9 Temporary aisle reoccupations: 48 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1717 Reservations granted: 1709 Reservations denied/waited: 8 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 8 Remaining moving in aisle: 3 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 5451 Longest unresolved passenger ID: 6 Longest unresolved row: 10 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P82(30E/RIGHT) -> P15(6G/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 82 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 15044 Total stationary ticks: 115476 Seat-event requests: 1820 Failed seat-event starts: 1599 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 15 Critical blocker identity: P15->6G(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 6 Unresolved outside passengers: 8 Unresolved internal passengers outside critical tree: 4 Critical blocker tree: P15(6G/RIGHT/WAITING_FOR_SEAT_EVENT) P82(30E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1599 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1599 Rear-boundary failures: 0 Middle-bank reservation failures: 8 Active-event deferrals: 519 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_SPACE_AVAILABLE Final snapshot prerequisite: YIELD_SPACE_AVAILABLE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: YIELD_SPACE_AVAILABLE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1828\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 4\nOccupied-space rejections: 1601\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 23 COARSE-COHORT BLOCKER-COMPLEXITY ORDERING ============================================================ Date/Time: 2026-07-16 23:22:37 Experiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 1 Scenario seed: -4248938912819631269 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 98.72% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2317 Passengers seated: 232/235 Average waiting ticks: 400.17 Longest waiting passenger: P110->25C(RIGHT) Longest waiting ticks: 2233 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 3 Cluster candidates evaluated: 3 Executable cluster candidates: 0 Rejected cluster candidates: 3 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 6 Selected release potential total: 0 Last cluster decision: LEFT:tiles10-16:occupied=6:anchor=P209:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 70 Regions dissolved: 2 Repeated reconstructions avoided: 70 Largest region lifetime: 56 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=56 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1708 Maximum occupied tiles: 16 Seat events: 116 Single-blocker events: 42 Multiple-blocker events: 21 Temporary aisle reoccupations: 94 RIGHT AISLE ----------- Total moves: 1734 Maximum occupied tiles: 16 Seat events: 116 Single-blocker events: 43 Multiple-blocker events: 19 Temporary aisle reoccupations: 89 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1775 Reservations granted: 1772 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7171 Longest unresolved passenger ID: 35 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 1 Longest dependency chain: P35(30C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 35 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 14476 Total stationary ticks: 100345 Seat-event requests: 1890 Failed seat-event starts: 1658 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 35 Critical blocker identity: P35->30C(RIGHT) Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 1 Critical tree depth: 1 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P35(30C/RIGHT/WAITING_FOR_SEAT_EVENT) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1658 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1658 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 1556 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 31|32|33 Current unavailable yield tiles: 31|32|33 Current yield-tile occupants: -1|-1|-1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1893\nPrecedence substitutions made: 11\nDependency chains followed: 1656\nBlocked by waiting-row occupant: 3297\nSubstituted events started: 10\nOccupied-space rejections: 6691\nMaximum scheduling-chain depth: 3\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 01 | standardDataset=221/235 (94.04%) | complexityOrderedDataset=232/235 (98.72%) | seatedDelta=+11 | completionDelta=+4.68% | outsideDelta=-8 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | complexityOrderedWorse=false | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | complexityOrderedFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 23 COARSE-COHORT BLOCKER-COMPLEXITY ORDERING ============================================================ Date/Time: 2026-07-16 23:22:37 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 2 Scenario seed: 2182383722134259186 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 75.46% Aisle-assignment balance: 97.22% OUTCOME ------- Status: SUCCESS Completed ticks: 784 Passengers seated: 216/216 Average waiting ticks: 350.50 Longest waiting passenger: P151->14E(LEFT) Longest waiting ticks: 733 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 39 Regions dissolved: 2 Repeated reconstructions avoided: 39 Largest region lifetime: 33 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=33 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1653 Maximum occupied tiles: 15 Seat events: 111 Single-blocker events: 23 Multiple-blocker events: 10 Temporary aisle reoccupations: 48 RIGHT AISLE ----------- Total moves: 1511 Maximum occupied tiles: 11 Seat events: 105 Single-blocker events: 27 Multiple-blocker events: 4 Temporary aisle reoccupations: 36 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 117 Reservations granted: 114 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3806 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4946 Total stationary ticks: 78953 Seat-event requests: 222 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 568 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 568 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 225\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 23 COARSE-COHORT BLOCKER-COMPLEXITY ORDERING ============================================================ Date/Time: 2026-07-16 23:22:37 Experiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 2 Scenario seed: 2182383722134259186 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 75.46% Aisle-assignment balance: 97.22% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2267 Passengers seated: 213/216 Average waiting ticks: 360.16 Longest waiting passenger: P201->26F(LEFT) Longest waiting ticks: 2178 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1650 Maximum occupied tiles: 16 Seat events: 108 Single-blocker events: 38 Multiple-blocker events: 14 Temporary aisle reoccupations: 71 RIGHT AISLE ----------- Total moves: 1511 Maximum occupied tiles: 16 Seat events: 105 Single-blocker events: 41 Multiple-blocker events: 10 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1745 Reservations granted: 1744 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6483 Longest unresolved passenger ID: 24 Longest unresolved row: 28 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P24(28F/LEFT) -> P201(26F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 24 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 13298 Total stationary ticks: 85449 Seat-event requests: 1852 Failed seat-event starts: 1639 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 201 Critical blocker identity: P201->26F(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P201(26F/LEFT/WAITING_FOR_SEAT_EVENT) P24(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1639 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 27|28|29 Critical blocker unavailable yield tiles: 29 Critical blocker yield-tile occupants: 113 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1639 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 1026 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[113]: P113(29F/LEFT/WAITING_AT_ROW@tile29) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P113->29F(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P113{seat=29F,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=29,directBlocker=-1,lastMoveTick=256,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 27|28|29 Current unavailable yield tiles: 29 Current yield-tile occupants: 113 Final row-event chain: 201|113 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1853\nPrecedence substitutions made: 5\nDependency chains followed: 1637\nBlocked by waiting-row occupant: 1637\nSubstituted events started: 6\nOccupied-space rejections: 1642\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 02 | standardDataset=216/216 (100.00%) | complexityOrderedDataset=213/216 (98.61%) | seatedDelta=-3 | completionDelta=-1.39% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | complexityOrderedWorse=true | standardFamily=COMPLETE_CABIN | complexityOrderedFamily=LINKED_ROW_EVENT_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 23 COARSE-COHORT BLOCKER-COMPLEXITY ORDERING ============================================================ Date/Time: 2026-07-16 23:22:37 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 3 Scenario seed: -1064509833421198483 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.78% Blocker-prone seat share (topology component): 60.46% Aisle-assignment balance: 90.85% OUTCOME ------- Status: SUCCESS Completed ticks: 1221 Passengers seated: 306/306 Average waiting ticks: 527.75 Longest waiting passenger: P261->32E(LEFT) Longest waiting ticks: 1159 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: LEFT:tiles19-21:occupied=3:anchor=P59:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 9 Regions dissolved: 1 Repeated reconstructions avoided: 9 Largest region lifetime: 10 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=10 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2940 Maximum occupied tiles: 13 Seat events: 167 Single-blocker events: 44 Multiple-blocker events: 18 Temporary aisle reoccupations: 83 RIGHT AISLE ----------- Total moves: 2427 Maximum occupied tiles: 14 Seat events: 139 Single-blocker events: 36 Multiple-blocker events: 10 Temporary aisle reoccupations: 56 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 125 Reservations granted: 123 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6313 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8018 Total stationary ticks: 166969 Seat-event requests: 316 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 875 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 875 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 318\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 23 COARSE-COHORT BLOCKER-COMPLEXITY ORDERING ============================================================ Date/Time: 2026-07-16 23:22:37 Experiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 3 Scenario seed: -1064509833421198483 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET Row-zone concentration (diagnostic control): 27.78% Blocker-prone seat share (topology component): 60.46% Aisle-assignment balance: 90.85% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2213 Passengers seated: 130/306 Average waiting ticks: 1205.76 Longest waiting passenger: P2->9E(LEFT) Longest waiting ticks: 2213 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 34 Cluster candidates evaluated: 34 Executable cluster candidates: 0 Rejected cluster candidates: 34 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 28 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=LOWER_HIERARCHICAL_PRIORITY_DEFERRED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 3797 Regions dissolved: 0 Repeated reconstructions avoided: 3797 Largest region lifetime: 1937 Maximum simultaneous active regions: 2 Regions active at termination: 2 Last lifecycle event: UPDATE:R1:age=1937:occupied=4 Confirmation deferral ticks: 3 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1883 State changes reopening evaluation: 32 Region priority competitions: 1658 Regions ranked: 3316 Hierarchical selections: 1658 Lower-priority evaluations deferred: 1605 Highest selected priority score: 30910 Left/right priority wins: 1658/0 Priority ties: 0 Last priority decision: LEFT:R2:score=30910 | RIGHT:R1:score=4510 | selected=LEFT LEFT AISLE ---------- Total moves: 1746 Maximum occupied tiles: 31 Seat events: 44 Single-blocker events: 15 Multiple-blocker events: 7 Temporary aisle reoccupations: 29 RIGHT AISLE ----------- Total moves: 2123 Maximum occupied tiles: 18 Seat events: 86 Single-blocker events: 31 Multiple-blocker events: 15 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 58 Reservations granted: 58 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 141 Remaining moving in aisle: 28 Remaining waiting at row: 7 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 51883 Longest unresolved passenger ID: 2 Longest unresolved row: 9 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 27 Longest dependency chain: P147(18D/LEFT) -> P131(20C/LEFT) -> P173(18C/LEFT) -> P0(23C/LEFT) -> P18(15C/LEFT) -> P58(25D/LEFT) -> P193(22C/LEFT) -> P45(22D/LEFT) -> P32(17C/LEFT) -> P260(23D/LEFT) -> P272(16C/LEFT) -> P225(14C/LEFT) -> P63(15D/LEFT) -> P299(16D/LEFT) -> P90(19D/LEFT) -> P77(21C/LEFT) -> P255(24C/LEFT) -> P275(20D/LEFT) -> P189(34A/LEFT) -> P281(35G/LEFT) -> P42(32G/LEFT) -> P125(26A/LEFT) -> P104(28A/LEFT) -> P61(27F/LEFT) -> P106(33A/LEFT) -> P265(31A/LEFT) -> P71(27A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 147 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 28 Total blocked ticks: 71773 Total stationary ticks: 426553 Seat-event requests: 3671 Failed seat-event starts: 3541 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 71 Critical blocker identity: P71->27A(LEFT) Direct fan-out: 1 Total indirect descendants: 26 Critical tree size including blocker: 27 Critical tree depth: 27 Frozen internal components: 7 Terminal WAITING_FOR_SEAT_EVENT nodes: 7 Unresolved internal passengers: 35 Unresolved outside passengers: 141 Unresolved internal passengers outside critical tree: 8 Critical blocker tree: P71(27A/LEFT/WAITING_FOR_SEAT_EVENT) P265(31A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P106(33A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P61(27F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P104(28A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P125(26A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P42(32G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P281(35G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P189(34A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P275(20D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P255(24C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P77(21C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P90(19D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P299(16D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P63(15D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P225(14C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P272(16C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P260(23D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P32(17C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P45(22D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P193(22C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P58(25D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P18(15C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P0(23C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P173(18C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P131(20C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P147(18D/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 3541 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 28|29 Critical blocker unavailable yield tiles: 28 Critical blocker yield-tile occupants: 114 Waiting-row passengers with zero blockers: 3 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 4 Yield-tile occupied failures: 3541 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 682 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[114]: P114(28G/LEFT/WAITING_AT_ROW@tile28) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P114->28G(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P114{seat=28G,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=28,directBlocker=-1,lastMoveTick=349,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 28|29 Current unavailable yield tiles: 28 Current yield-tile occupants: 114 Final row-event chain: 71|114 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 7 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3671\nPrecedence substitutions made: 1\nDependency chains followed: 3533\nBlocked by waiting-row occupant: 9107\nSubstituted events started: 1\nOccupied-space rejections: 20300\nMaximum scheduling-chain depth: 5\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 03 | standardDataset=306/306 (100.00%) | complexityOrderedDataset=130/306 (42.48%) | seatedDelta=-176 | completionDelta=-57.52% | outsideDelta=+141 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | complexityOrderedWorse=true | standardFamily=COMPLETE_CABIN | complexityOrderedFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 23 COARSE-COHORT BLOCKER-COMPLEXITY ORDERING ============================================================ Date/Time: 2026-07-16 23:22:37 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 4 Scenario seed: 7274058025060234938 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.77% Blocker-prone seat share (topology component): 75.88% Aisle-assignment balance: 93.86% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2365 Passengers seated: 226/228 Average waiting ticks: 398.28 Longest waiting passenger: P227->28F(LEFT) Longest waiting ticks: 2283 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 17 Regions dissolved: 1 Repeated reconstructions avoided: 17 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=18 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1789 Maximum occupied tiles: 14 Seat events: 119 Single-blocker events: 33 Multiple-blocker events: 12 Temporary aisle reoccupations: 59 RIGHT AISLE ----------- Total moves: 1509 Maximum occupied tiles: 10 Seat events: 107 Single-blocker events: 23 Multiple-blocker events: 10 Temporary aisle reoccupations: 44 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1622 Reservations granted: 1622 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4118 Longest unresolved passenger ID: 146 Longest unresolved row: 30 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 1 Longest dependency chain: P146(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 146 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8146 Total stationary ticks: 94195 Seat-event requests: 1739 Failed seat-event starts: 1513 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 146 Critical blocker identity: P146->30F(LEFT) Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 1 Critical tree depth: 1 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P146(30F/LEFT/WAITING_FOR_SEAT_EVENT) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1513 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1513 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 538 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 31|32|33 Current unavailable yield tiles: 31|32|33 Current yield-tile occupants: -1|-1|-1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1739\nPrecedence substitutions made: 2\nDependency chains followed: 1509\nBlocked by waiting-row occupant: 1509\nSubstituted events started: 2\nOccupied-space rejections: 1514\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 23 COARSE-COHORT BLOCKER-COMPLEXITY ORDERING ============================================================ Date/Time: 2026-07-16 23:22:37 Experiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 4 Scenario seed: 7274058025060234938 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET Row-zone concentration (diagnostic control): 33.77% Blocker-prone seat share (topology component): 75.88% Aisle-assignment balance: 93.86% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2346 Passengers seated: 226/228 Average waiting ticks: 398.63 Longest waiting passenger: P227->28F(LEFT) Longest waiting ticks: 2262 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 19 Regions dissolved: 2 Repeated reconstructions avoided: 19 Largest region lifetime: 12 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1789 Maximum occupied tiles: 16 Seat events: 119 Single-blocker events: 42 Multiple-blocker events: 24 Temporary aisle reoccupations: 98 RIGHT AISLE ----------- Total moves: 1509 Maximum occupied tiles: 15 Seat events: 107 Single-blocker events: 42 Multiple-blocker events: 11 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1770 Reservations granted: 1767 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6261 Longest unresolved passenger ID: 146 Longest unresolved row: 30 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 1 Longest dependency chain: P146(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 146 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 11236 Total stationary ticks: 96166 Seat-event requests: 1883 Failed seat-event starts: 1657 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 146 Critical blocker identity: P146->30F(LEFT) Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 1 Critical tree depth: 1 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P146(30F/LEFT/WAITING_FOR_SEAT_EVENT) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1657 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1657 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 1168 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 31|32|33 Current unavailable yield tiles: 31|32|33 Current yield-tile occupants: -1|-1|-1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1886\nPrecedence substitutions made: 8\nDependency chains followed: 1655\nBlocked by waiting-row occupant: 1655\nSubstituted events started: 9\nOccupied-space rejections: 1663\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 04 | standardDataset=226/228 (99.12%) | complexityOrderedDataset=226/228 (99.12%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | complexityOrderedWorse=false | standardFamily=REAR_BOUNDARY_LOCK | complexityOrderedFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 23 COARSE-COHORT BLOCKER-COMPLEXITY ORDERING ============================================================ Date/Time: 2026-07-16 23:22:37 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 5 Scenario seed: -6917015326788615388 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 245 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.43% Blocker-prone seat share (topology component): 65.71% Aisle-assignment balance: 94.69% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2418 Passengers seated: 239/245 Average waiting ticks: 410.04 Longest waiting passenger: P89->32A(LEFT) Longest waiting ticks: 2351 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 3 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 6 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1803 Regions dissolved: 0 Repeated reconstructions avoided: 1803 Largest region lifetime: 1804 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1804:occupied=6 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1677 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1777 Maximum occupied tiles: 14 Seat events: 110 Single-blocker events: 30 Multiple-blocker events: 10 Temporary aisle reoccupations: 50 RIGHT AISLE ----------- Total moves: 2014 Maximum occupied tiles: 12 Seat events: 129 Single-blocker events: 29 Multiple-blocker events: 9 Temporary aisle reoccupations: 47 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 84 Reservations granted: 84 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 5 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 9039 Longest unresolved passenger ID: 50 Longest unresolved row: 32 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 6 Longest dependency chain: P153(29A/LEFT) -> P175(30B/LEFT) -> P210(30C/LEFT) -> P107(32E/LEFT) -> P50(32D/LEFT) -> P89(32A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 153 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 5 Total blocked ticks: 15892 Total stationary ticks: 112835 Seat-event requests: 1931 Failed seat-event starts: 1692 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 89 Critical blocker identity: P89->32A(LEFT) Direct fan-out: 1 Total indirect descendants: 5 Critical tree size including blocker: 6 Critical tree depth: 6 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 6 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P89(32A/LEFT/WAITING_FOR_SEAT_EVENT) P50(32D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P107(32E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P210(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P175(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P153(29A/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1687 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 1 Critical blocker required yield tiles: 33 Critical blocker unavailable yield tiles: 33 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 1687 Middle-bank reservation failures: 0 Active-event deferrals: 579 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 1 Current required yield tiles: 33 Current unavailable yield tiles: 33 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1931\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 23 COARSE-COHORT BLOCKER-COMPLEXITY ORDERING ============================================================ Date/Time: 2026-07-16 23:22:37 Experiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 5 Scenario seed: -6917015326788615388 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 245 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET Row-zone concentration (diagnostic control): 31.43% Blocker-prone seat share (topology component): 65.71% Aisle-assignment balance: 94.69% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2404 Passengers seated: 240/245 Average waiting ticks: 423.78 Longest waiting passenger: P43->29F(LEFT) Longest waiting ticks: 2315 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 0 Rejected cluster candidates: 1 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 5 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2186 Regions dissolved: 0 Repeated reconstructions avoided: 2186 Largest region lifetime: 2187 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2187:occupied=5 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1755 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1773 Maximum occupied tiles: 18 Seat events: 111 Single-blocker events: 38 Multiple-blocker events: 21 Temporary aisle reoccupations: 80 RIGHT AISLE ----------- Total moves: 2014 Maximum occupied tiles: 18 Seat events: 129 Single-blocker events: 42 Multiple-blocker events: 31 Temporary aisle reoccupations: 104 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1845 Reservations granted: 1843 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7179 Longest unresolved passenger ID: 191 Longest unresolved row: 32 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P153(29A/LEFT) -> P89(32A/LEFT) -> P191(32F/LEFT) -> P43(29F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 153 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 19032 Total stationary ticks: 116575 Seat-event requests: 2010 Failed seat-event starts: 1770 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 43 Critical blocker identity: P43->29F(LEFT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P43(29F/LEFT/WAITING_FOR_SEAT_EVENT) P191(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P89(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P153(29A/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1770 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: 91 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1770 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 1170 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[91]: P91(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P91->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P91{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=211,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: 91 Final row-event chain: 43|91 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2012\nPrecedence substitutions made: 6\nDependency chains followed: 1764\nBlocked by waiting-row occupant: 1764\nSubstituted events started: 6\nOccupied-space rejections: 1778\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 05 | standardDataset=239/245 (97.55%) | complexityOrderedDataset=240/245 (97.96%) | seatedDelta=+1 | completionDelta=+0.41% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | complexityOrderedWorse=false | standardFamily=REAR_BOUNDARY_LOCK | complexityOrderedFamily=LINKED_ROW_EVENT_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 23 COARSE-COHORT BLOCKER-COMPLEXITY ORDERING ============================================================ Date/Time: 2026-07-16 23:22:37 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 6 Scenario seed: -6052676718379281108 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.09% Blocker-prone seat share (topology component): 61.42% Aisle-assignment balance: 98.15% OUTCOME ------- Status: SUCCESS Completed ticks: 1176 Passengers seated: 324/324 Average waiting ticks: 531.73 Longest waiting passenger: P170->33I(RIGHT) Longest waiting ticks: 1101 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R2:age=2:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 32 Regions dissolved: 2 Repeated reconstructions avoided: 32 Largest region lifetime: 19 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=19 Confirmation deferral ticks: 3 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2704 Maximum occupied tiles: 15 Seat events: 159 Single-blocker events: 38 Multiple-blocker events: 16 Temporary aisle reoccupations: 75 RIGHT AISLE ----------- Total moves: 2998 Maximum occupied tiles: 16 Seat events: 165 Single-blocker events: 54 Multiple-blocker events: 18 Temporary aisle reoccupations: 93 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 145 Reservations granted: 142 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7449 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9042 Total stationary ticks: 178799 Seat-event requests: 340 Failed seat-event starts: 16 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 755 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 16 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 755 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 343\nPrecedence substitutions made: 9\nDependency chains followed: 11\nBlocked by waiting-row occupant: 11\nSubstituted events started: 10\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 23 COARSE-COHORT BLOCKER-COMPLEXITY ORDERING ============================================================ Date/Time: 2026-07-16 23:22:37 Experiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 6 Scenario seed: -6052676718379281108 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET Row-zone concentration (diagnostic control): 28.09% Blocker-prone seat share (topology component): 61.42% Aisle-assignment balance: 98.15% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2621 Passengers seated: 313/324 Average waiting ticks: 545.48 Longest waiting passenger: P208->33D(RIGHT) Longest waiting ticks: 2533 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 3 Cluster candidates evaluated: 3 Executable cluster candidates: 1 Rejected cluster candidates: 2 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 6 Selected release potential total: 2 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 4623 Regions dissolved: 2 Repeated reconstructions avoided: 4623 Largest region lifetime: 2311 Maximum simultaneous active regions: 3 Regions active at termination: 2 Last lifecycle event: UPDATE:R2:age=2277:occupied=6 Confirmation deferral ticks: 5 Regions reaching confirmation: 3 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1814 State changes reopening evaluation: 1 Region priority competitions: 1648 Regions ranked: 3296 Hierarchical selections: 1648 Lower-priority evaluations deferred: 1596 Highest selected priority score: 6710 Left/right priority wins: 1/1647 Priority ties: 0 Last priority decision: LEFT:R1:score=5610 | RIGHT:R2:score=6710 | selected=RIGHT LEFT AISLE ---------- Total moves: 2700 Maximum occupied tiles: 21 Seat events: 154 Single-blocker events: 50 Multiple-blocker events: 36 Temporary aisle reoccupations: 127 RIGHT AISLE ----------- Total moves: 2989 Maximum occupied tiles: 21 Seat events: 159 Single-blocker events: 49 Multiple-blocker events: 46 Temporary aisle reoccupations: 147 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1991 Reservations granted: 1988 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 1564 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 7 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 16513 Longest unresolved passenger ID: 221 Longest unresolved row: 36 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P119(31D/RIGHT) -> P213(33J/RIGHT) -> P13(36E/RIGHT) -> P208(33D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 119 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 7 Total blocked ticks: 37954 Total stationary ticks: 202928 Seat-event requests: 2195 Failed seat-event starts: 1882 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 208 Critical blocker identity: P208->33D(RIGHT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 11 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 7 Critical blocker tree: P208(33D/RIGHT/WAITING_FOR_SEAT_EVENT) P13(36E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P213(33J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P119(31D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 2472 Critical blocker final prerequisite: SIMULTANEOUS_MIDDLE_BANK_ARBITRATION_LOSS Critical blocker required blockers: 1 Critical blocker required yield tiles: 34 Critical blocker unavailable yield tiles: 34 Critical blocker yield-tile occupants: 275 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 2 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1879 Rear-boundary failures: 3 Middle-bank reservation failures: 3 Active-event deferrals: 2472 Simultaneous arbitration losses: 1564 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[275]: P275(36J/RIGHT/MOVING_IN_AISLE@tile34) -> P130(35J/RIGHT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P130->35J(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: SIMULTANEOUS_MIDDLE_BANK_ARBITRATION_LOSS Yield-occupant details: P275{seat=36J,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=34,directBlocker=130,lastMoveTick=337,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 34 Current unavailable yield tiles: 34 Current yield-tile occupants: 275 Final row-event chain: 208|275|130 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 4 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3761\nPrecedence substitutions made: 19\nDependency chains followed: 19\nBlocked by waiting-row occupant: 19\nSubstituted events started: 19\nOccupied-space rejections: 3466\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 06 | standardDataset=324/324 (100.00%) | complexityOrderedDataset=313/324 (96.60%) | seatedDelta=-11 | completionDelta=-3.40% | outsideDelta=+0 | clustersDetected=4 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | complexityOrderedWorse=true | standardFamily=COMPLETE_CABIN | complexityOrderedFamily=MOVING_PASSENGER_YIELD_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 23 COARSE-COHORT BLOCKER-COMPLEXITY ORDERING ============================================================ Date/Time: 2026-07-16 23:22:37 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 7 Scenario seed: -4884639050347842300 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.39% Blocker-prone seat share (topology component): 67.15% Aisle-assignment balance: 95.62% OUTCOME ------- Status: SUCCESS Completed ticks: 1030 Passengers seated: 274/274 Average waiting ticks: 463.15 Longest waiting passenger: P183->19E(RIGHT) Longest waiting ticks: 980 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles21-23:occupied=3:anchor=P164:selected=P134:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2017 Maximum occupied tiles: 14 Seat events: 131 Single-blocker events: 38 Multiple-blocker events: 12 Temporary aisle reoccupations: 62 RIGHT AISLE ----------- Total moves: 2235 Maximum occupied tiles: 10 Seat events: 143 Single-blocker events: 48 Multiple-blocker events: 14 Temporary aisle reoccupations: 76 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 98 Reservations granted: 98 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4791 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5929 Total stationary ticks: 130757 Seat-event requests: 286 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 595 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 595 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 285\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 23 COARSE-COHORT BLOCKER-COMPLEXITY ORDERING ============================================================ Date/Time: 2026-07-16 23:22:37 Experiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 7 Scenario seed: -4884639050347842300 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET Row-zone concentration (diagnostic control): 31.39% Blocker-prone seat share (topology component): 67.15% Aisle-assignment balance: 95.62% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2507 Passengers seated: 268/274 Average waiting ticks: 491.25 Longest waiting passenger: P202->29A(LEFT) Longest waiting ticks: 2423 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 0 Rejected cluster candidates: 2 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: RIGHT:region=R4:result=LOWER_HIERARCHICAL_PRIORITY_DEFERRED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 4437 Regions dissolved: 2 Repeated reconstructions avoided: 4437 Largest region lifetime: 2238 Maximum simultaneous active regions: 2 Regions active at termination: 2 Last lifecycle event: UPDATE:R4:age=2176:occupied=3 Confirmation deferral ticks: 6 Regions reaching confirmation: 2 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1872 State changes reopening evaluation: 0 Region priority competitions: 1633 Regions ranked: 3266 Hierarchical selections: 1633 Lower-priority evaluations deferred: 1559 Highest selected priority score: 3410 Left/right priority wins: 1606/27 Priority ties: 1542 Last priority decision: LEFT:R3:score=3410 | RIGHT:R4:score=3410 | selected=LEFT LEFT AISLE ---------- Total moves: 2015 Maximum occupied tiles: 16 Seat events: 128 Single-blocker events: 44 Multiple-blocker events: 29 Temporary aisle reoccupations: 102 RIGHT AISLE ----------- Total moves: 2234 Maximum occupied tiles: 17 Seat events: 140 Single-blocker events: 46 Multiple-blocker events: 38 Temporary aisle reoccupations: 122 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1777 Reservations granted: 1776 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 2 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 9550 Longest unresolved passenger ID: 267 Longest unresolved row: 30 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P21(32D/RIGHT) -> P166(32I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 21 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 2 Total blocked ticks: 22165 Total stationary ticks: 145703 Seat-event requests: 3726 Failed seat-event starts: 3458 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 166 Critical blocker identity: P166->32I(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 6 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 4 Critical blocker tree: P166(32I/RIGHT/WAITING_FOR_SEAT_EVENT) P21(32D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 3458 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 3458 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 2135 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 33|34 Current unavailable yield tiles: 33|34 Current yield-tile occupants: -1|-1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 4 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3727\nPrecedence substitutions made: 16\nDependency chains followed: 1778\nBlocked by waiting-row occupant: 1778\nSubstituted events started: 17\nOccupied-space rejections: 3476\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 07 | standardDataset=274/274 (100.00%) | complexityOrderedDataset=268/274 (97.81%) | seatedDelta=-6 | completionDelta=-2.19% | outsideDelta=+0 | clustersDetected=4 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | complexityOrderedWorse=true | standardFamily=COMPLETE_CABIN | complexityOrderedFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 23 COARSE-COHORT BLOCKER-COMPLEXITY ORDERING ============================================================ Date/Time: 2026-07-16 23:22:37 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 8 Scenario seed: 5987859498965562411 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.77% Blocker-prone seat share (topology component): 76.56% Aisle-assignment balance: 93.75% OUTCOME ------- Status: SUCCESS Completed ticks: 722 Passengers seated: 192/192 Average waiting ticks: 309.84 Longest waiting passenger: P6->4H(RIGHT) Longest waiting ticks: 667 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1286 Maximum occupied tiles: 12 Seat events: 90 Single-blocker events: 17 Multiple-blocker events: 6 Temporary aisle reoccupations: 30 RIGHT AISLE ----------- Total moves: 1496 Maximum occupied tiles: 11 Seat events: 102 Single-blocker events: 22 Multiple-blocker events: 7 Temporary aisle reoccupations: 37 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 99 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3347 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4372 Total stationary ticks: 62355 Seat-event requests: 198 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 512 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 512 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 198\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 23 COARSE-COHORT BLOCKER-COMPLEXITY ORDERING ============================================================ Date/Time: 2026-07-16 23:22:37 Experiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 8 Scenario seed: 5987859498965562411 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET Row-zone concentration (diagnostic control): 31.77% Blocker-prone seat share (topology component): 76.56% Aisle-assignment balance: 93.75% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2187 Passengers seated: 186/192 Average waiting ticks: 359.38 Longest waiting passenger: P76->25D(RIGHT) Longest waiting ticks: 2112 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 5 Executable cluster candidates: 1 Rejected cluster candidates: 4 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 6 Selected release potential total: 2 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1971 Regions dissolved: 1 Repeated reconstructions avoided: 1971 Largest region lifetime: 1962 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1962:occupied=6 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1602 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1286 Maximum occupied tiles: 14 Seat events: 90 Single-blocker events: 30 Multiple-blocker events: 11 Temporary aisle reoccupations: 54 RIGHT AISLE ----------- Total moves: 1495 Maximum occupied tiles: 17 Seat events: 96 Single-blocker events: 33 Multiple-blocker events: 10 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1721 Reservations granted: 1705 Reservations denied/waited: 16 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 5 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 10368 Longest unresolved passenger ID: 105 Longest unresolved row: 25 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P105(25C/RIGHT) -> P76(25D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 105 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 17794 Total stationary ticks: 75466 Seat-event requests: 1804 Failed seat-event starts: 1618 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 76 Critical blocker identity: P76->25D(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 5 Terminal WAITING_FOR_SEAT_EVENT nodes: 5 Unresolved internal passengers: 6 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 4 Critical blocker tree: P76(25D/RIGHT/WAITING_FOR_SEAT_EVENT) P105(25C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 1795 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 26|27 Critical blocker unavailable yield tiles: 26|27 Critical blocker yield-tile occupants: 114|189 Waiting-row passengers with zero blockers: 3 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1618 Rear-boundary failures: 0 Middle-bank reservation failures: 16 Active-event deferrals: 1795 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 2 Trace length: 1 Yield-occupant trace: yieldOccupant[114]: P114(26D/RIGHT/WAITING_AT_ROW@tile26) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[189]: P189(27C/RIGHT/WAITING_AT_ROW@tile27) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P189->27C(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: false Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P114{seat=26D,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=26,directBlocker=-1,lastMoveTick=228,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} || P189{seat=27C,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=27,directBlocker=-1,lastMoveTick=220,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 26|27 Current unavailable yield tiles: 26|27 Current yield-tile occupants: 114|189 Final row-event chain: 76|114 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 5 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1820\nPrecedence substitutions made: 8\nDependency chains followed: 1616\nBlocked by waiting-row occupant: 6431\nSubstituted events started: 8\nOccupied-space rejections: 16324\nMaximum scheduling-chain depth: 5\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 08 | standardDataset=192/192 (100.00%) | complexityOrderedDataset=186/192 (96.88%) | seatedDelta=-6 | completionDelta=-3.13% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | complexityOrderedWorse=true | standardFamily=COMPLETE_CABIN | complexityOrderedFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 23 COARSE-COHORT BLOCKER-COMPLEXITY ORDERING ============================================================ Date/Time: 2026-07-16 23:22:37 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 9 Scenario seed: 7140648722707885309 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.26% Blocker-prone seat share (topology component): 73.15% Aisle-assignment balance: 95.37% OUTCOME ------- Status: SUCCESS Completed ticks: 808 Passengers seated: 216/216 Average waiting ticks: 349.20 Longest waiting passenger: P151->29F(LEFT) Longest waiting ticks: 737 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 51 Regions dissolved: 2 Repeated reconstructions avoided: 51 Largest region lifetime: 35 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1614 Maximum occupied tiles: 12 Seat events: 113 Single-blocker events: 26 Multiple-blocker events: 8 Temporary aisle reoccupations: 46 RIGHT AISLE ----------- Total moves: 1539 Maximum occupied tiles: 12 Seat events: 103 Single-blocker events: 22 Multiple-blocker events: 9 Temporary aisle reoccupations: 42 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 119 Reservations granted: 119 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4087 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5106 Total stationary ticks: 78919 Seat-event requests: 224 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 487 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 487 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 224\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 23 COARSE-COHORT BLOCKER-COMPLEXITY ORDERING ============================================================ Date/Time: 2026-07-16 23:22:37 Experiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 9 Scenario seed: 7140648722707885309 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET Row-zone concentration (diagnostic control): 34.26% Blocker-prone seat share (topology component): 73.15% Aisle-assignment balance: 95.37% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2003 Passengers seated: 95/216 Average waiting ticks: 990.74 Longest waiting passenger: P1->11H(RIGHT) Longest waiting ticks: 2003 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 23 Cluster candidates evaluated: 90 Executable cluster candidates: 0 Rejected cluster candidates: 90 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 29 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1818 Regions dissolved: 0 Repeated reconstructions avoided: 1818 Largest region lifetime: 1819 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1819:occupied=29 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1777 State changes reopening evaluation: 22 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 989 Maximum occupied tiles: 29 Seat events: 25 Single-blocker events: 6 Multiple-blocker events: 0 Temporary aisle reoccupations: 6 RIGHT AISLE ----------- Total moves: 1378 Maximum occupied tiles: 16 Seat events: 70 Single-blocker events: 26 Multiple-blocker events: 7 Temporary aisle reoccupations: 40 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1861 Reservations granted: 1858 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 92 Remaining moving in aisle: 24 Remaining waiting at row: 5 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 43143 Longest unresolved passenger ID: 1 Longest unresolved row: 11 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 24 Longest dependency chain: P162(19D/LEFT) -> P122(19A/LEFT) -> P5(14A/LEFT) -> P24(14D/LEFT) -> P115(21A/LEFT) -> P110(12C/LEFT) -> P41(15C/LEFT) -> P57(15B/LEFT) -> P213(20B/LEFT) -> P150(19B/LEFT) -> P196(16B/LEFT) -> P26(14B/LEFT) -> P31(19C/LEFT) -> P59(21B/LEFT) -> P160(17B/LEFT) -> P72(20C/LEFT) -> P46(21C/LEFT) -> P151(29F/LEFT) -> P205(26E/LEFT) -> P13(24E/LEFT) -> P103(30E/LEFT) -> P37(25F/LEFT) -> P17(30F/LEFT) -> P173(24F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 162 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 24 Total blocked ticks: 56768 Total stationary ticks: 260946 Seat-event requests: 1910 Failed seat-event starts: 1815 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 173 Critical blocker identity: P173->24F(LEFT) Direct fan-out: 1 Total indirect descendants: 23 Critical tree size including blocker: 24 Critical tree depth: 24 Frozen internal components: 5 Terminal WAITING_FOR_SEAT_EVENT nodes: 5 Unresolved internal passengers: 29 Unresolved outside passengers: 92 Unresolved internal passengers outside critical tree: 5 Critical blocker tree: P173(24F/LEFT/WAITING_FOR_SEAT_EVENT) P17(30F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P37(25F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P103(30E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P13(24E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P205(26E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P151(29F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P46(21C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P72(20C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P160(17B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P59(21B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P31(19C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P26(14B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P196(16B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P150(19B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P213(20B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P57(15B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P41(15C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P110(12C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P115(21A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P24(14D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P5(14A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P122(19A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P162(19D/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1815 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 25 Critical blocker unavailable yield tiles: 25 Critical blocker yield-tile occupants: 93 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 3 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1815 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 260 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[93]: P93(25E/LEFT/WAITING_AT_ROW@tile25) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P93->25E(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P93{seat=25E,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=25,directBlocker=-1,lastMoveTick=187,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 25 Current unavailable yield tiles: 25 Current yield-tile occupants: 93 Final row-event chain: 173|93 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 5 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1913\nPrecedence substitutions made: 2\nDependency chains followed: 1814\nBlocked by waiting-row occupant: 1818\nSubstituted events started: 3\nOccupied-space rejections: 9102\nMaximum scheduling-chain depth: 3\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 09 | standardDataset=216/216 (100.00%) | complexityOrderedDataset=95/216 (43.98%) | seatedDelta=-121 | completionDelta=-56.02% | outsideDelta=+92 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | complexityOrderedWorse=true | standardFamily=COMPLETE_CABIN | complexityOrderedFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 23 COARSE-COHORT BLOCKER-COMPLEXITY ORDERING ============================================================ Date/Time: 2026-07-16 23:22:37 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 10 Scenario seed: -4639142616902254495 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.81% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 97.92% OUTCOME ------- Status: SUCCESS Completed ticks: 697 Passengers seated: 192/192 Average waiting ticks: 306.85 Longest waiting passenger: P149->22C(LEFT) Longest waiting ticks: 639 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 3 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 6 Last cluster decision: LEFT:tiles17-20:occupied=3:anchor=P130:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 20 Regions dissolved: 2 Repeated reconstructions avoided: 20 Largest region lifetime: 11 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=11 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1445 Maximum occupied tiles: 11 Seat events: 98 Single-blocker events: 25 Multiple-blocker events: 13 Temporary aisle reoccupations: 52 RIGHT AISLE ----------- Total moves: 1338 Maximum occupied tiles: 11 Seat events: 94 Single-blocker events: 29 Multiple-blocker events: 8 Temporary aisle reoccupations: 49 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 108 Reservations granted: 106 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3566 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4804 Total stationary ticks: 62094 Seat-event requests: 208 Failed seat-event starts: 16 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 534 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 16 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 534 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 209\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 19\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 23 COARSE-COHORT BLOCKER-COMPLEXITY ORDERING ============================================================ Date/Time: 2026-07-16 23:22:37 Experiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 10 Scenario seed: -4639142616902254495 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET Row-zone concentration (diagnostic control): 32.81% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 97.92% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2179 Passengers seated: 189/192 Average waiting ticks: 315.49 Longest waiting passenger: P30->29C(RIGHT) Longest waiting ticks: 2090 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1964 Regions dissolved: 0 Repeated reconstructions avoided: 1964 Largest region lifetime: 1965 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1965:occupied=3 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1640 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1445 Maximum occupied tiles: 17 Seat events: 98 Single-blocker events: 30 Multiple-blocker events: 23 Temporary aisle reoccupations: 77 RIGHT AISLE ----------- Total moves: 1335 Maximum occupied tiles: 15 Seat events: 91 Single-blocker events: 38 Multiple-blocker events: 6 Temporary aisle reoccupations: 52 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1751 Reservations granted: 1748 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 2 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5536 Longest unresolved passenger ID: 75 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P89(28C/RIGHT) -> P75(30C/RIGHT) -> P30(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 89 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 2 Total blocked ticks: 12157 Total stationary ticks: 69282 Seat-event requests: 1841 Failed seat-event starts: 1652 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 30 Critical blocker identity: P30->29C(RIGHT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P30(29C/RIGHT/WAITING_FOR_SEAT_EVENT) P75(30C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P89(28C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1644 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 8 Rear-boundary failures: 1644 Middle-bank reservation failures: 3 Active-event deferrals: 657 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1844\nPrecedence substitutions made: 8\nDependency chains followed: 8\nBlocked by waiting-row occupant: 8\nSubstituted events started: 9\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 10 | standardDataset=192/192 (100.00%) | complexityOrderedDataset=189/192 (98.44%) | seatedDelta=-3 | completionDelta=-1.56% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | complexityOrderedWorse=true | standardFamily=COMPLETE_CABIN | complexityOrderedFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 23 COARSE-COHORT BLOCKER-COMPLEXITY ORDERING ============================================================ Date/Time: 2026-07-16 23:22:37 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 11 Scenario seed: 9123245050518735552 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 92.20% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2494 Passengers seated: 270/282 Average waiting ticks: 473.64 Longest waiting passenger: P24->24I(RIGHT) Longest waiting ticks: 2455 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 12 Cluster candidates evaluated: 8 Executable cluster candidates: 1 Rejected cluster candidates: 7 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 12 Selected release potential total: 7 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1699 Regions dissolved: 1 Repeated reconstructions avoided: 1699 Largest region lifetime: 1651 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1651:occupied=12 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1535 State changes reopening evaluation: 10 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2077 Maximum occupied tiles: 13 Seat events: 130 Single-blocker events: 42 Multiple-blocker events: 16 Temporary aisle reoccupations: 74 RIGHT AISLE ----------- Total moves: 2286 Maximum occupied tiles: 17 Seat events: 140 Single-blocker events: 40 Multiple-blocker events: 13 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 149 Reservations granted: 144 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 10 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 16374 Longest unresolved passenger ID: 102 Longest unresolved row: 32 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 7 Longest dependency chain: P124(27G/RIGHT) -> P77(32I/RIGHT) -> P133(29G/RIGHT) -> P79(31G/RIGHT) -> P11(31I/RIGHT) -> P102(32E/RIGHT) -> P36(31D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 124 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 10 Total blocked ticks: 25823 Total stationary ticks: 153991 Seat-event requests: 1843 Failed seat-event starts: 1573 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 36 Critical blocker identity: P36->31D(RIGHT) Direct fan-out: 1 Total indirect descendants: 6 Critical tree size including blocker: 7 Critical tree depth: 7 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 12 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 5 Critical blocker tree: P36(31D/RIGHT/WAITING_FOR_SEAT_EVENT) P102(32E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P11(31I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P79(31G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P133(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P77(32I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P124(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1520 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 2 Critical blocker required yield tiles: 32|33 Critical blocker unavailable yield tiles: 33 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1520 Rear-boundary failures: 53 Middle-bank reservation failures: 5 Active-event deferrals: 804 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 32|33 Current unavailable yield tiles: 33 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1847\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 1525\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 23 COARSE-COHORT BLOCKER-COMPLEXITY ORDERING ============================================================ Date/Time: 2026-07-16 23:22:37 Experiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 11 Scenario seed: 9123245050518735552 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 92.20% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2543 Passengers seated: 279/282 Average waiting ticks: 464.74 Longest waiting passenger: P11->31I(RIGHT) Longest waiting ticks: 2441 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 2269 Regions dissolved: 2 Repeated reconstructions avoided: 2269 Largest region lifetime: 2243 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2243:occupied=3 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1685 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2077 Maximum occupied tiles: 17 Seat events: 130 Single-blocker events: 43 Multiple-blocker events: 36 Temporary aisle reoccupations: 115 RIGHT AISLE ----------- Total moves: 2327 Maximum occupied tiles: 19 Seat events: 149 Single-blocker events: 50 Multiple-blocker events: 44 Temporary aisle reoccupations: 138 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 98 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 2 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 9150 Longest unresolved passenger ID: 77 Longest unresolved row: 32 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P185(32D/RIGHT) -> P77(32I/RIGHT) -> P11(31I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 185 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 2 Total blocked ticks: 17086 Total stationary ticks: 143531 Seat-event requests: 1992 Failed seat-event starts: 1713 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 11 Critical blocker identity: P11->31I(RIGHT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P11(31I/RIGHT/WAITING_FOR_SEAT_EVENT) P77(32I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P185(32D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1689 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 32|33 Critical blocker unavailable yield tiles: 33 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 24 Rear-boundary failures: 1689 Middle-bank reservation failures: 3 Active-event deferrals: 1045 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 32|33 Current unavailable yield tiles: 33 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1995\nPrecedence substitutions made: 17\nDependency chains followed: 19\nBlocked by waiting-row occupant: 19\nSubstituted events started: 17\nOccupied-space rejections: 45\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 11 | standardDataset=270/282 (95.74%) | complexityOrderedDataset=279/282 (98.94%) | seatedDelta=+9 | completionDelta=+3.19% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | complexityOrderedWorse=false | standardFamily=REAR_BOUNDARY_LOCK | complexityOrderedFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 23 COARSE-COHORT BLOCKER-COMPLEXITY ORDERING ============================================================ Date/Time: 2026-07-16 23:22:38 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 12 Scenario seed: -1434714116839518672 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 75.74% Aisle-assignment balance: 94.47% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2303 Passengers seated: 225/235 Average waiting ticks: 409.68 Longest waiting passenger: P152->16G(RIGHT) Longest waiting ticks: 2303 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 2 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 6 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1506 Regions dissolved: 0 Repeated reconstructions avoided: 1506 Largest region lifetime: 1507 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1507:occupied=6 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1498 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1538 Maximum occupied tiles: 13 Seat events: 111 Single-blocker events: 26 Multiple-blocker events: 11 Temporary aisle reoccupations: 50 RIGHT AISLE ----------- Total moves: 1747 Maximum occupied tiles: 12 Seat events: 114 Single-blocker events: 30 Multiple-blocker events: 7 Temporary aisle reoccupations: 47 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1620 Reservations granted: 1620 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 1 Remaining moving in aisle: 6 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 9530 Longest unresolved passenger ID: 152 Longest unresolved row: 16 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 6 Longest dependency chain: P133(17E/RIGHT) -> P153(17G/RIGHT) -> P205(24C/RIGHT) -> P9(19H/RIGHT) -> P76(26E/RIGHT) -> P67(6C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 133 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 6 Total blocked ticks: 18945 Total stationary ticks: 109018 Seat-event requests: 1734 Failed seat-event starts: 1509 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 67 Critical blocker identity: P67->6C(RIGHT) Direct fan-out: 1 Total indirect descendants: 5 Critical tree size including blocker: 6 Critical tree depth: 6 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 9 Unresolved outside passengers: 1 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P67(6C/RIGHT/WAITING_FOR_SEAT_EVENT) P76(26E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P9(19H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P205(24C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P153(17G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P133(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1509 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 7|8|9 Critical blocker unavailable yield tiles: 9 Critical blocker yield-tile occupants: 204 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1509 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 513 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[204]: P204(25F/RIGHT/MOVING_IN_AISLE@tile9) -> P122(10C/RIGHT/WAITING_AT_ROW@tile10) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P122->10C(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P204{seat=25F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=9,directBlocker=122,lastMoveTick=791,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 7|8|9 Current unavailable yield tiles: 9 Current yield-tile occupants: 204 Final row-event chain: 67|204|122 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 7\nOccupied-space rejections: 1513\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 23 COARSE-COHORT BLOCKER-COMPLEXITY ORDERING ============================================================ Date/Time: 2026-07-16 23:22:38 Experiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 12 Scenario seed: -1434714116839518672 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 75.74% Aisle-assignment balance: 94.47% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 1999 Passengers seated: 100/235 Average waiting ticks: 1029.70 Longest waiting passenger: P0->11D(LEFT) Longest waiting ticks: 1999 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 20 Cluster candidates evaluated: 20 Executable cluster candidates: 0 Rejected cluster candidates: 20 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 27 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1760 Regions dissolved: 0 Repeated reconstructions avoided: 1760 Largest region lifetime: 1761 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1761:occupied=27 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1714 State changes reopening evaluation: 19 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1318 Maximum occupied tiles: 16 Seat events: 66 Single-blocker events: 28 Multiple-blocker events: 3 Temporary aisle reoccupations: 34 RIGHT AISLE ----------- Total moves: 1128 Maximum occupied tiles: 27 Seat events: 34 Single-blocker events: 12 Multiple-blocker events: 1 Temporary aisle reoccupations: 14 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1781 Reservations granted: 1777 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 108 Remaining moving in aisle: 25 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 43422 Longest unresolved passenger ID: 0 Longest unresolved row: 11 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 26 Longest dependency chain: P43(21H/RIGHT) -> P57(16H/RIGHT) -> P106(12H/RIGHT) -> P45(12E/RIGHT) -> P23(14E/RIGHT) -> P87(17H/RIGHT) -> P40(15E/RIGHT) -> P152(16G/RIGHT) -> P153(17G/RIGHT) -> P170(20G/RIGHT) -> P141(21F/RIGHT) -> P130(15F/RIGHT) -> P226(19F/RIGHT) -> P114(18G/RIGHT) -> P199(19G/RIGHT) -> P14(21G/RIGHT) -> P205(24C/RIGHT) -> P80(25C/RIGHT) -> P39(24D/RIGHT) -> P98(22D/RIGHT) -> P22(29C/RIGHT) -> P138(26D/RIGHT) -> P168(30C/RIGHT) -> P111(25D/RIGHT) -> P213(27C/RIGHT) -> P60(26C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 43 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 25 Total blocked ticks: 51440 Total stationary ticks: 289196 Seat-event requests: 1837 Failed seat-event starts: 1737 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 60 Critical blocker identity: P60->26C(RIGHT) Direct fan-out: 1 Total indirect descendants: 25 Critical tree size including blocker: 26 Critical tree depth: 26 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 27 Unresolved outside passengers: 108 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P60(26C/RIGHT/WAITING_FOR_SEAT_EVENT) P213(27C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P111(25D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P168(30C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P138(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P22(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P98(22D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P39(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P80(25C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P205(24C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P14(21G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P199(19G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P114(18G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P226(19F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P130(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P141(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P170(20G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P153(17G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P152(16G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P40(15E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P87(17H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P23(14E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P45(12E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P106(12H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P57(16H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P43(21H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1737 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 27|28 Critical blocker unavailable yield tiles: 28 Critical blocker yield-tile occupants: 159 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1737 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 212 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[159]: P159(28C/RIGHT/WAITING_AT_ROW@tile28) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P159->28C(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P159{seat=28C,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=28,directBlocker=-1,lastMoveTick=237,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 27|28 Current unavailable yield tiles: 28 Current yield-tile occupants: 159 Final row-event chain: 60|159 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1842\nPrecedence substitutions made: 2\nDependency chains followed: 1739\nBlocked by waiting-row occupant: 1739\nSubstituted events started: 2\nOccupied-space rejections: 1739\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 12 | standardDataset=225/235 (95.74%) | complexityOrderedDataset=100/235 (42.55%) | seatedDelta=-125 | completionDelta=-53.19% | outsideDelta=+107 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | complexityOrderedWorse=true | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | complexityOrderedFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 23 COARSE-COHORT BLOCKER-COMPLEXITY ORDERING ============================================================ Date/Time: 2026-07-16 23:22:38 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 13 Scenario seed: 7696226853648624445 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.78% Blocker-prone seat share (topology component): 59.65% Aisle-assignment balance: 94.74% OUTCOME ------- Status: SUCCESS Completed ticks: 1267 Passengers seated: 342/342 Average waiting ticks: 562.98 Longest waiting passenger: P1->23E(LEFT) Longest waiting ticks: 1201 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 48 Regions dissolved: 3 Repeated reconstructions avoided: 48 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=23 Confirmation deferral ticks: 3 Regions reaching confirmation: 0 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3204 Maximum occupied tiles: 14 Seat events: 180 Single-blocker events: 52 Multiple-blocker events: 25 Temporary aisle reoccupations: 106 RIGHT AISLE ----------- Total moves: 2845 Maximum occupied tiles: 13 Seat events: 162 Single-blocker events: 41 Multiple-blocker events: 29 Temporary aisle reoccupations: 105 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 156 Reservations granted: 154 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7845 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9443 Total stationary ticks: 199282 Seat-event requests: 358 Failed seat-event starts: 16 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 766 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 16 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 766 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 360\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 6\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 23 COARSE-COHORT BLOCKER-COMPLEXITY ORDERING ============================================================ Date/Time: 2026-07-16 23:22:38 Experiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 13 Scenario seed: 7696226853648624445 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET Row-zone concentration (diagnostic control): 27.78% Blocker-prone seat share (topology component): 59.65% Aisle-assignment balance: 94.74% OUTCOME ------- Status: SUCCESS Completed ticks: 1261 Passengers seated: 342/342 Average waiting ticks: 569.00 Longest waiting passenger: P30->5G(LEFT) Longest waiting ticks: 1223 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 6 Clusters detected: 6 Activations without intervention: 4 Cluster candidates evaluated: 4 Executable cluster candidates: 4 Rejected cluster candidates: 0 Cluster selections: 4 Cluster-selected events started: 5 Largest detected cluster: 7 Selected release potential total: 23 Last cluster decision: LEFT:region=R6:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 6 Region updates: 183 Regions dissolved: 6 Repeated reconstructions avoided: 183 Largest region lifetime: 45 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R6:lifetime=13 Confirmation deferral ticks: 10 Regions reaching confirmation: 4 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3204 Maximum occupied tiles: 21 Seat events: 180 Single-blocker events: 47 Multiple-blocker events: 71 Temporary aisle reoccupations: 199 RIGHT AISLE ----------- Total moves: 2845 Maximum occupied tiles: 19 Seat events: 162 Single-blocker events: 52 Multiple-blocker events: 43 Temporary aisle reoccupations: 142 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 170 Reservations granted: 169 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 12842 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 14354 Total stationary ticks: 206090 Seat-event requests: 390 Failed seat-event starts: 48 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 632 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 48 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 632 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 387\nPrecedence substitutions made: 9\nDependency chains followed: 9\nBlocked by waiting-row occupant: 9\nSubstituted events started: 15\nOccupied-space rejections: 59\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 13 | standardDataset=342/342 (100.00%) | complexityOrderedDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=6 | clusterSelections=4 | clusterStarts=5 | convertedToSuccess=false | complexityOrderedWorse=false | standardFamily=COMPLETE_CABIN | complexityOrderedFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 23 COARSE-COHORT BLOCKER-COMPLEXITY ORDERING ============================================================ Date/Time: 2026-07-16 23:22:38 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 14 Scenario seed: 287374858204591444 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.82% Blocker-prone seat share (topology component): 67.57% Aisle-assignment balance: 96.53% OUTCOME ------- Status: SUCCESS Completed ticks: 954 Passengers seated: 259/259 Average waiting ticks: 431.82 Longest waiting passenger: P123->9C(LEFT) Longest waiting ticks: 913 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2026 Maximum occupied tiles: 10 Seat events: 134 Single-blocker events: 29 Multiple-blocker events: 19 Temporary aisle reoccupations: 67 RIGHT AISLE ----------- Total moves: 2033 Maximum occupied tiles: 12 Seat events: 125 Single-blocker events: 34 Multiple-blocker events: 8 Temporary aisle reoccupations: 50 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 89 Reservations granted: 86 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4974 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5984 Total stationary ticks: 115920 Seat-event requests: 265 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 547 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 547 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 268\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 23 COARSE-COHORT BLOCKER-COMPLEXITY ORDERING ============================================================ Date/Time: 2026-07-16 23:22:38 Experiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 14 Scenario seed: 287374858204591444 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET Row-zone concentration (diagnostic control): 32.82% Blocker-prone seat share (topology component): 67.57% Aisle-assignment balance: 96.53% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2426 Passengers seated: 256/259 Average waiting ticks: 448.66 Longest waiting passenger: P131->31A(LEFT) Longest waiting ticks: 2327 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 3 Cluster candidates evaluated: 4 Executable cluster candidates: 2 Rejected cluster candidates: 2 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 5 Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 2151 Regions dissolved: 2 Repeated reconstructions avoided: 2151 Largest region lifetime: 2130 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=2130:occupied=3 Confirmation deferral ticks: 6 Regions reaching confirmation: 3 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1654 State changes reopening evaluation: 1 Region priority competitions: 1 Regions ranked: 2 Hierarchical selections: 1 Lower-priority evaluations deferred: 0 Highest selected priority score: 3310 Left/right priority wins: 1/0 Priority ties: 0 Last priority decision: LEFT:R2:score=3310 | RIGHT:R3:score=2214 | selected=LEFT LEFT AISLE ---------- Total moves: 2026 Maximum occupied tiles: 17 Seat events: 131 Single-blocker events: 46 Multiple-blocker events: 29 Temporary aisle reoccupations: 104 RIGHT AISLE ----------- Total moves: 2033 Maximum occupied tiles: 17 Seat events: 125 Single-blocker events: 44 Multiple-blocker events: 31 Temporary aisle reoccupations: 106 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 93 Reservations granted: 93 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8006 Longest unresolved passenger ID: 131 Longest unresolved row: 31 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 1 Longest dependency chain: P86(29A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 86 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 15656 Total stationary ticks: 123093 Seat-event requests: 1939 Failed seat-event starts: 1683 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 86 Critical blocker identity: P86->29A(LEFT) Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 1 Critical tree depth: 1 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P86(29A/LEFT/WAITING_FOR_SEAT_EVENT) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 1871 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 30|31 Critical blocker yield-tile occupants: 159|131 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1683 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 1871 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 2 Trace length: 1 Yield-occupant trace: yieldOccupant[159]: P159(30A/LEFT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[131]: P131(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P131->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: false Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P159{seat=30A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=270,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} || P131{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=255,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 30|31 Current yield-tile occupants: 159|131 Final row-event chain: 86|159 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1937\nPrecedence substitutions made: 11\nDependency chains followed: 1670\nBlocked by waiting-row occupant: 3328\nSubstituted events started: 16\nOccupied-space rejections: 6776\nMaximum scheduling-chain depth: 3\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 14 | standardDataset=259/259 (100.00%) | complexityOrderedDataset=256/259 (98.84%) | seatedDelta=-3 | completionDelta=-1.16% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | complexityOrderedWorse=true | standardFamily=COMPLETE_CABIN | complexityOrderedFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 23 COARSE-COHORT BLOCKER-COMPLEXITY ORDERING ============================================================ Date/Time: 2026-07-16 23:22:38 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 15 Scenario seed: -3331492774947506373 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.09% Blocker-prone seat share (topology component): 59.57% Aisle-assignment balance: 97.53% OUTCOME ------- Status: SUCCESS Completed ticks: 1183 Passengers seated: 324/324 Average waiting ticks: 542.25 Longest waiting passenger: P132->4E(LEFT) Longest waiting ticks: 1114 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 4 Cluster candidates evaluated: 3 Executable cluster candidates: 1 Rejected cluster candidates: 2 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 6 Selected release potential total: 5 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 84 Regions dissolved: 3 Repeated reconstructions avoided: 84 Largest region lifetime: 40 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=28 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2764 Maximum occupied tiles: 14 Seat events: 166 Single-blocker events: 52 Multiple-blocker events: 23 Temporary aisle reoccupations: 100 RIGHT AISLE ----------- Total moves: 2817 Maximum occupied tiles: 15 Seat events: 158 Single-blocker events: 37 Multiple-blocker events: 29 Temporary aisle reoccupations: 102 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 151 Reservations granted: 148 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6380 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8094 Total stationary ticks: 180963 Seat-event requests: 350 Failed seat-event starts: 26 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 915 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 25 Rear-boundary failures: 1 Middle-bank reservation failures: 3 Active-event deferrals: 915 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 352\nPrecedence substitutions made: 3\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 4\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 23 COARSE-COHORT BLOCKER-COMPLEXITY ORDERING ============================================================ Date/Time: 2026-07-16 23:22:38 Experiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 15 Scenario seed: -3331492774947506373 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET Row-zone concentration (diagnostic control): 28.09% Blocker-prone seat share (topology component): 59.57% Aisle-assignment balance: 97.53% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2657 Passengers seated: 320/324 Average waiting ticks: 555.58 Longest waiting passenger: P201->33A(LEFT) Longest waiting ticks: 2569 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 7 Clusters detected: 7 Activations without intervention: 3 Cluster candidates evaluated: 6 Executable cluster candidates: 2 Rejected cluster candidates: 4 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 7 Selected release potential total: 8 Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 7 Region updates: 2436 Regions dissolved: 6 Repeated reconstructions avoided: 2436 Largest region lifetime: 2328 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=2328:occupied=4 Confirmation deferral ticks: 10 Regions reaching confirmation: 3 Regions dissolved before confirmation: 4 Unchanged-state evaluations suppressed: 1704 State changes reopening evaluation: 1 Region priority competitions: 2 Regions ranked: 4 Hierarchical selections: 2 Lower-priority evaluations deferred: 1 Highest selected priority score: 6614 Left/right priority wins: 1/1 Priority ties: 0 Last priority decision: LEFT:R3:score=4510 | RIGHT:R4:score=2210 | selected=LEFT LEFT AISLE ---------- Total moves: 2763 Maximum occupied tiles: 18 Seat events: 162 Single-blocker events: 55 Multiple-blocker events: 45 Temporary aisle reoccupations: 151 RIGHT AISLE ----------- Total moves: 2817 Maximum occupied tiles: 20 Seat events: 158 Single-blocker events: 46 Multiple-blocker events: 47 Temporary aisle reoccupations: 148 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 151 Reservations granted: 148 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 11129 Longest unresolved passenger ID: 317 Longest unresolved row: 33 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P317(33F/LEFT) -> P201(33A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 317 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 21921 Total stationary ticks: 192072 Seat-event requests: 2067 Failed seat-event starts: 1747 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 201 Critical blocker identity: P201->33A(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 4 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P201(33A/LEFT/WAITING_FOR_SEAT_EVENT) P317(33F/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 2242 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 34|35 Critical blocker unavailable yield tiles: 35 Critical blocker yield-tile occupants: 165 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1747 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 2242 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[165]: P165(35A/LEFT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P165->35A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P165{seat=35A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=35,directBlocker=-1,lastMoveTick=323,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 34|35 Current unavailable yield tiles: 35 Current yield-tile occupants: 165 Final row-event chain: 201|165 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2068\nPrecedence substitutions made: 9\nDependency chains followed: 1720\nBlocked by waiting-row occupant: 3430\nSubstituted events started: 13\nOccupied-space rejections: 7031\nMaximum scheduling-chain depth: 3\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 15 | standardDataset=324/324 (100.00%) | complexityOrderedDataset=320/324 (98.77%) | seatedDelta=-4 | completionDelta=-1.23% | outsideDelta=+0 | clustersDetected=7 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | complexityOrderedWorse=true | standardFamily=COMPLETE_CABIN | complexityOrderedFamily=LINKED_ROW_EVENT_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 23 COARSE-COHORT BLOCKER-COMPLEXITY ORDERING ============================================================ Date/Time: 2026-07-16 23:22:38 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 16 Scenario seed: 8970029813061739148 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.38% Blocker-prone seat share (topology component): 75.52% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 675 Passengers seated: 192/192 Average waiting ticks: 307.57 Longest waiting passenger: P181->4E(RIGHT) Longest waiting ticks: 641 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 4 Regions dissolved: 1 Repeated reconstructions avoided: 4 Largest region lifetime: 5 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=5 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1381 Maximum occupied tiles: 14 Seat events: 96 Single-blocker events: 19 Multiple-blocker events: 5 Temporary aisle reoccupations: 32 RIGHT AISLE ----------- Total moves: 1434 Maximum occupied tiles: 13 Seat events: 96 Single-blocker events: 24 Multiple-blocker events: 10 Temporary aisle reoccupations: 46 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 99 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3651 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4556 Total stationary ticks: 62139 Seat-event requests: 198 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 473 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 473 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 198\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 23 COARSE-COHORT BLOCKER-COMPLEXITY ORDERING ============================================================ Date/Time: 2026-07-16 23:22:38 Experiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 16 Scenario seed: 8970029813061739148 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET Row-zone concentration (diagnostic control): 34.38% Blocker-prone seat share (topology component): 75.52% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 673 Passengers seated: 192/192 Average waiting ticks: 305.34 Longest waiting passenger: P108->7C(RIGHT) Longest waiting ticks: 654 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:region=R4:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 52 Regions dissolved: 4 Repeated reconstructions avoided: 52 Largest region lifetime: 16 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=13 Confirmation deferral ticks: 5 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1381 Maximum occupied tiles: 16 Seat events: 96 Single-blocker events: 37 Multiple-blocker events: 9 Temporary aisle reoccupations: 58 RIGHT AISLE ----------- Total moves: 1434 Maximum occupied tiles: 16 Seat events: 96 Single-blocker events: 33 Multiple-blocker events: 13 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 114 Reservations granted: 107 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6027 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6895 Total stationary ticks: 63979 Seat-event requests: 207 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 438 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 7 Active-event deferrals: 438 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 213\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 7\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 16 | standardDataset=192/192 (100.00%) | complexityOrderedDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=4 | clusterSelections=1 | clusterStarts=2 | convertedToSuccess=false | complexityOrderedWorse=false | standardFamily=COMPLETE_CABIN | complexityOrderedFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 23 COARSE-COHORT BLOCKER-COMPLEXITY ORDERING ============================================================ Date/Time: 2026-07-16 23:22:38 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 17 Scenario seed: 3184604032099438634 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 74.56% Aisle-assignment balance: 93.86% OUTCOME ------- Status: SUCCESS Completed ticks: 860 Passengers seated: 228/228 Average waiting ticks: 371.64 Longest waiting passenger: P46->28G(RIGHT) Longest waiting ticks: 801 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 27 Regions dissolved: 1 Repeated reconstructions avoided: 27 Largest region lifetime: 28 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=28 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1552 Maximum occupied tiles: 13 Seat events: 107 Single-blocker events: 23 Multiple-blocker events: 9 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1720 Maximum occupied tiles: 12 Seat events: 121 Single-blocker events: 28 Multiple-blocker events: 9 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 122 Reservations granted: 122 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4107 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5365 Total stationary ticks: 88256 Seat-event requests: 236 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 625 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 625 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 236\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 23 COARSE-COHORT BLOCKER-COMPLEXITY ORDERING ============================================================ Date/Time: 2026-07-16 23:22:38 Experiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 17 Scenario seed: 3184604032099438634 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 74.56% Aisle-assignment balance: 93.86% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2036 Passengers seated: 104/228 Average waiting ticks: 979.12 Longest waiting passenger: P0->5B(LEFT) Longest waiting ticks: 2036 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 28 Cluster candidates evaluated: 81 Executable cluster candidates: 0 Rejected cluster candidates: 81 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 30 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1857 Regions dissolved: 0 Repeated reconstructions avoided: 1857 Largest region lifetime: 1858 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1858:occupied=30 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1787 State changes reopening evaluation: 27 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1058 Maximum occupied tiles: 30 Seat events: 29 Single-blocker events: 7 Multiple-blocker events: 0 Temporary aisle reoccupations: 7 RIGHT AISLE ----------- Total moves: 1501 Maximum occupied tiles: 17 Seat events: 75 Single-blocker events: 32 Multiple-blocker events: 5 Temporary aisle reoccupations: 43 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1865 Reservations granted: 1864 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 94 Remaining moving in aisle: 26 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 47014 Longest unresolved passenger ID: 0 Longest unresolved row: 5 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 25 Longest dependency chain: P1(13A/LEFT) -> P220(20D/LEFT) -> P30(18D/LEFT) -> P71(19A/LEFT) -> P39(16A/LEFT) -> P67(14A/LEFT) -> P213(18A/LEFT) -> P73(20A/LEFT) -> P188(21D/LEFT) -> P212(16D/LEFT) -> P219(21A/LEFT) -> P66(17A/LEFT) -> P141(15B/LEFT) -> P21(18B/LEFT) -> P18(18C/LEFT) -> P149(17B/LEFT) -> P85(20B/LEFT) -> P191(21B/LEFT) -> P36(21C/LEFT) -> P222(23F/LEFT) -> P45(27F/LEFT) -> P13(23E/LEFT) -> P160(28F/LEFT) -> P27(27E/LEFT) -> P197(25F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 1 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 26 Total blocked ticks: 59361 Total stationary ticks: 274373 Seat-event requests: 1930 Failed seat-event starts: 1826 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 197 Critical blocker identity: P197->25F(LEFT) Direct fan-out: 1 Total indirect descendants: 24 Critical tree size including blocker: 25 Critical tree depth: 25 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 30 Unresolved outside passengers: 94 Unresolved internal passengers outside critical tree: 5 Critical blocker tree: P197(25F/LEFT/WAITING_FOR_SEAT_EVENT) P27(27E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P160(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P13(23E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P45(27F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P222(23F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P36(21C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P191(21B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P85(20B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P149(17B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P18(18C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P21(18B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P141(15B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P66(17A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P219(21A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P212(16D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P188(21D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P73(20A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P213(18A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P67(14A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P39(16A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P71(19A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P30(18D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P220(20D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P1(13A/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1825 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 26|27|28 Critical blocker unavailable yield tiles: 26|27|28 Critical blocker yield-tile occupants: 48|201|106 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 2 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1825 Rear-boundary failures: 1 Middle-bank reservation failures: 1 Active-event deferrals: 363 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 3 Trace length: 3 Yield-occupant trace: yieldOccupant[48]: P48(28E/LEFT/MOVING_IN_AISLE@tile26) -> P201(28D/LEFT/MOVING_IN_AISLE@tile27) -> P106(28A/LEFT/WAITING_AT_ROW@tile28) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[201]: P201(28D/LEFT/MOVING_IN_AISLE@tile27) -> P106(28A/LEFT/WAITING_AT_ROW@tile28) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[106]: P106(28A/LEFT/WAITING_AT_ROW@tile28) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P106->28A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P48{seat=28E,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=26,directBlocker=201,lastMoveTick=188,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P201{seat=28D,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=27,directBlocker=106,lastMoveTick=180,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P106{seat=28A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=28,directBlocker=-1,lastMoveTick=179,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 26|27|28 Current unavailable yield tiles: 26|27|28 Current yield-tile occupants: 48|201|106 Final row-event chain: 197|48|201|106 Final row-event chain length: 4 Distinct row events in chain: 4 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 4 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1931\nPrecedence substitutions made: 4\nDependency chains followed: 17\nBlocked by waiting-row occupant: 22\nSubstituted events started: 5\nOccupied-space rejections: 5517\nMaximum scheduling-chain depth: 3\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 17 | standardDataset=228/228 (100.00%) | complexityOrderedDataset=104/228 (45.61%) | seatedDelta=-124 | completionDelta=-54.39% | outsideDelta=+94 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | complexityOrderedWorse=true | standardFamily=COMPLETE_CABIN | complexityOrderedFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 23 COARSE-COHORT BLOCKER-COMPLEXITY ORDERING ============================================================ Date/Time: 2026-07-16 23:22:38 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 18 Scenario seed: 3120322730829782475 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.43% Blocker-prone seat share (topology component): 60.13% Aisle-assignment balance: 94.77% OUTCOME ------- Status: SUCCESS Completed ticks: 1156 Passengers seated: 306/306 Average waiting ticks: 513.90 Longest waiting passenger: P231->18H(RIGHT) Longest waiting ticks: 1102 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 29 Regions dissolved: 2 Repeated reconstructions avoided: 29 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2475 Maximum occupied tiles: 14 Seat events: 145 Single-blocker events: 38 Multiple-blocker events: 16 Temporary aisle reoccupations: 72 RIGHT AISLE ----------- Total moves: 2744 Maximum occupied tiles: 12 Seat events: 161 Single-blocker events: 42 Multiple-blocker events: 21 Temporary aisle reoccupations: 88 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 136 Reservations granted: 136 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6095 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7295 Total stationary ticks: 162230 Seat-event requests: 320 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 655 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 655 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 320\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 23 COARSE-COHORT BLOCKER-COMPLEXITY ORDERING ============================================================ Date/Time: 2026-07-16 23:22:38 Experiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 18 Scenario seed: 3120322730829782475 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET Row-zone concentration (diagnostic control): 28.43% Blocker-prone seat share (topology component): 60.13% Aisle-assignment balance: 94.77% OUTCOME ------- Status: SUCCESS Completed ticks: 1147 Passengers seated: 306/306 Average waiting ticks: 521.92 Longest waiting passenger: P232->7D(RIGHT) Longest waiting ticks: 1112 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 4 Cluster candidates evaluated: 4 Executable cluster candidates: 3 Rejected cluster candidates: 1 Cluster selections: 3 Cluster-selected events started: 3 Largest detected cluster: 7 Selected release potential total: 13 Last cluster decision: LEFT:region=R4:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 80 Regions dissolved: 4 Repeated reconstructions avoided: 80 Largest region lifetime: 31 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=13 Confirmation deferral ticks: 7 Regions reaching confirmation: 3 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2475 Maximum occupied tiles: 18 Seat events: 145 Single-blocker events: 53 Multiple-blocker events: 29 Temporary aisle reoccupations: 112 RIGHT AISLE ----------- Total moves: 2744 Maximum occupied tiles: 20 Seat events: 161 Single-blocker events: 49 Multiple-blocker events: 51 Temporary aisle reoccupations: 160 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 145 Reservations granted: 145 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 9900 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 11015 Total stationary ticks: 168189 Seat-event requests: 338 Failed seat-event starts: 32 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 611 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 31 Rear-boundary failures: 1 Middle-bank reservation failures: 0 Active-event deferrals: 611 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 336\nPrecedence substitutions made: 14\nDependency chains followed: 18\nBlocked by waiting-row occupant: 20\nSubstituted events started: 18\nOccupied-space rejections: 65\nMaximum scheduling-chain depth: 3\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 18 | standardDataset=306/306 (100.00%) | complexityOrderedDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=4 | clusterSelections=3 | clusterStarts=3 | convertedToSuccess=false | complexityOrderedWorse=false | standardFamily=COMPLETE_CABIN | complexityOrderedFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 23 COARSE-COHORT BLOCKER-COMPLEXITY ORDERING ============================================================ Date/Time: 2026-07-16 23:22:38 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 19 Scenario seed: -1051365898326392422 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.04% Blocker-prone seat share (topology component): 65.65% Aisle-assignment balance: 98.26% OUTCOME ------- Status: SUCCESS Completed ticks: 821 Passengers seated: 230/230 Average waiting ticks: 371.58 Longest waiting passenger: P130->6H(RIGHT) Longest waiting ticks: 768 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1771 Maximum occupied tiles: 12 Seat events: 113 Single-blocker events: 13 Multiple-blocker events: 7 Temporary aisle reoccupations: 27 RIGHT AISLE ----------- Total moves: 1764 Maximum occupied tiles: 13 Seat events: 117 Single-blocker events: 35 Multiple-blocker events: 8 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 92 Reservations granted: 84 Reservations denied/waited: 8 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4657 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5790 Total stationary ticks: 89533 Seat-event requests: 235 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 544 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 8 Active-event deferrals: 544 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 23 COARSE-COHORT BLOCKER-COMPLEXITY ORDERING ============================================================ Date/Time: 2026-07-16 23:22:38 Experiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 19 Scenario seed: -1051365898326392422 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET Row-zone concentration (diagnostic control): 33.04% Blocker-prone seat share (topology component): 65.65% Aisle-assignment balance: 98.26% OUTCOME ------- Status: SUCCESS Completed ticks: 819 Passengers seated: 230/230 Average waiting ticks: 372.28 Longest waiting passenger: P182->6I(RIGHT) Longest waiting ticks: 791 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1771 Maximum occupied tiles: 17 Seat events: 113 Single-blocker events: 36 Multiple-blocker events: 20 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 1764 Maximum occupied tiles: 16 Seat events: 117 Single-blocker events: 39 Multiple-blocker events: 22 Temporary aisle reoccupations: 83 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 88 Reservations granted: 87 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7157 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8042 Total stationary ticks: 91863 Seat-event requests: 242 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 477 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 477 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 243\nPrecedence substitutions made: 9\nDependency chains followed: 9\nBlocked by waiting-row occupant: 9\nSubstituted events started: 9\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 19 | standardDataset=230/230 (100.00%) | complexityOrderedDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | complexityOrderedWorse=false | standardFamily=COMPLETE_CABIN | complexityOrderedFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 23 COARSE-COHORT BLOCKER-COMPLEXITY ORDERING ============================================================ Date/Time: 2026-07-16 23:22:38 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 20 Scenario seed: -1169396298556200010 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 245 Occupancy: 85% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 29.80% Blocker-prone seat share (topology component): 65.31% Aisle-assignment balance: 96.33% OUTCOME ------- Status: SUCCESS Completed ticks: 906 Passengers seated: 245/245 Average waiting ticks: 398.45 Longest waiting passenger: P186->32E(RIGHT) Longest waiting ticks: 847 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: LEFT:tiles10-13:occupied=3:anchor=P242:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 13 Regions dissolved: 1 Repeated reconstructions avoided: 13 Largest region lifetime: 14 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=14 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1773 Maximum occupied tiles: 11 Seat events: 118 Single-blocker events: 31 Multiple-blocker events: 11 Temporary aisle reoccupations: 53 RIGHT AISLE ----------- Total moves: 1904 Maximum occupied tiles: 11 Seat events: 127 Single-blocker events: 32 Multiple-blocker events: 13 Temporary aisle reoccupations: 58 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 89 Reservations granted: 89 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4534 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5456 Total stationary ticks: 101373 Seat-event requests: 255 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 435 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 435 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 254\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 23 COARSE-COHORT BLOCKER-COMPLEXITY ORDERING ============================================================ Date/Time: 2026-07-16 23:22:38 Experiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 20 Scenario seed: -1169396298556200010 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 245 Occupancy: 85% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET Row-zone concentration (diagnostic control): 29.80% Blocker-prone seat share (topology component): 65.31% Aisle-assignment balance: 96.33% OUTCOME ------- Status: SUCCESS Completed ticks: 881 Passengers seated: 245/245 Average waiting ticks: 396.45 Longest waiting passenger: P199->9D(RIGHT) Longest waiting ticks: 857 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1773 Maximum occupied tiles: 16 Seat events: 118 Single-blocker events: 43 Multiple-blocker events: 20 Temporary aisle reoccupations: 83 RIGHT AISLE ----------- Total moves: 1904 Maximum occupied tiles: 17 Seat events: 127 Single-blocker events: 39 Multiple-blocker events: 35 Temporary aisle reoccupations: 109 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 91 Reservations granted: 86 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7653 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8733 Total stationary ticks: 103815 Seat-event requests: 258 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 573 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 573 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 263\nPrecedence substitutions made: 9\nDependency chains followed: 10\nBlocked by waiting-row occupant: 10\nSubstituted events started: 9\nOccupied-space rejections: 33\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 20 | standardDataset=245/245 (100.00%) | complexityOrderedDataset=245/245 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | complexityOrderedWorse=false | standardFamily=COMPLETE_CABIN | complexityOrderedFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 23 COARSE-COHORT BLOCKER-COMPLEXITY ORDERING ============================================================ Date/Time: 2026-07-16 23:22:38 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 21 Scenario seed: -5845335927644343041 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.43% Blocker-prone seat share (topology component): 69.57% Aisle-assignment balance: 98.26% OUTCOME ------- Status: SUCCESS Completed ticks: 815 Passengers seated: 230/230 Average waiting ticks: 371.47 Longest waiting passenger: P7->2E(LEFT) Longest waiting ticks: 763 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 3 Executable cluster candidates: 3 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 6 Selected release potential total: 9 Last cluster decision: RIGHT:tiles13-16:occupied=4:anchor=P120:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 34 Regions dissolved: 1 Repeated reconstructions avoided: 34 Largest region lifetime: 35 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=35 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1791 Maximum occupied tiles: 11 Seat events: 117 Single-blocker events: 34 Multiple-blocker events: 4 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1688 Maximum occupied tiles: 11 Seat events: 113 Single-blocker events: 36 Multiple-blocker events: 7 Temporary aisle reoccupations: 50 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 87 Reservations granted: 85 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4386 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5681 Total stationary ticks: 89287 Seat-event requests: 237 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 616 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 616 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 237\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 4\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 23 COARSE-COHORT BLOCKER-COMPLEXITY ORDERING ============================================================ Date/Time: 2026-07-16 23:22:38 Experiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 21 Scenario seed: -5845335927644343041 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET Row-zone concentration (diagnostic control): 30.43% Blocker-prone seat share (topology component): 69.57% Aisle-assignment balance: 98.26% OUTCOME ------- Status: SUCCESS Completed ticks: 818 Passengers seated: 230/230 Average waiting ticks: 376.47 Longest waiting passenger: P86->4F(LEFT) Longest waiting ticks: 787 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles19-21:occupied=3:anchor=P211:selected=P33:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 10 Regions dissolved: 1 Repeated reconstructions avoided: 10 Largest region lifetime: 11 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=11 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1791 Maximum occupied tiles: 19 Seat events: 117 Single-blocker events: 44 Multiple-blocker events: 21 Temporary aisle reoccupations: 86 RIGHT AISLE ----------- Total moves: 1688 Maximum occupied tiles: 16 Seat events: 113 Single-blocker events: 37 Multiple-blocker events: 22 Temporary aisle reoccupations: 81 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 83 Reservations granted: 83 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6921 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7854 Total stationary ticks: 92623 Seat-event requests: 247 Failed seat-event starts: 17 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 464 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 17 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 464 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 246\nPrecedence substitutions made: 9\nDependency chains followed: 9\nBlocked by waiting-row occupant: 9\nSubstituted events started: 11\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 21 | standardDataset=230/230 (100.00%) | complexityOrderedDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | complexityOrderedWorse=false | standardFamily=COMPLETE_CABIN | complexityOrderedFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 23 COARSE-COHORT BLOCKER-COMPLEXITY ORDERING ============================================================ Date/Time: 2026-07-16 23:22:38 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 22 Scenario seed: 5901802720867875714 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 288 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.08% Blocker-prone seat share (topology component): 58.68% Aisle-assignment balance: 91.67% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2628 Passengers seated: 271/288 Average waiting ticks: 501.86 Longest waiting passenger: P233->22B(LEFT) Longest waiting ticks: 2596 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 18 Cluster candidates evaluated: 22 Executable cluster candidates: 0 Rejected cluster candidates: 22 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 17 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2346 Regions dissolved: 0 Repeated reconstructions avoided: 2346 Largest region lifetime: 2347 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2347:occupied=17 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1931 State changes reopening evaluation: 17 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2236 Maximum occupied tiles: 21 Seat events: 115 Single-blocker events: 25 Multiple-blocker events: 12 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 2775 Maximum occupied tiles: 12 Seat events: 156 Single-blocker events: 43 Multiple-blocker events: 18 Temporary aisle reoccupations: 80 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 123 Reservations granted: 123 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 14 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 26853 Longest unresolved passenger ID: 285 Longest unresolved row: 35 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 13 Longest dependency chain: P157(29B/LEFT) -> P224(26G/LEFT) -> P193(28A/LEFT) -> P83(29F/LEFT) -> P29(32F/LEFT) -> P46(36G/LEFT) -> P152(36E/LEFT) -> P135(34B/LEFT) -> P139(34A/LEFT) -> P245(33A/LEFT) -> P63(34C/LEFT) -> P285(35D/LEFT) -> P68(35B/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 157 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 14 Total blocked ticks: 39581 Total stationary ticks: 175761 Seat-event requests: 2241 Failed seat-event starts: 1970 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 68 Critical blocker identity: P68->35B(LEFT) Direct fan-out: 1 Total indirect descendants: 12 Critical tree size including blocker: 13 Critical tree depth: 13 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 17 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 4 Critical blocker tree: P68(35B/LEFT/WAITING_FOR_SEAT_EVENT) P285(35D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P63(34C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P245(33A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P139(34A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P135(34B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P152(36E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P46(36G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P29(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P83(29F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P193(28A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P224(26G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P157(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1969 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 1 Critical blocker required yield tiles: 36 Critical blocker unavailable yield tiles: 36 Critical blocker yield-tile occupants: 24 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 3 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1969 Rear-boundary failures: 1 Middle-bank reservation failures: 0 Active-event deferrals: 1081 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[24]: P24(36A/LEFT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P24->36A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: P24{seat=36A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=266,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 36 Current unavailable yield tiles: 36 Current yield-tile occupants: 24 Final row-event chain: 68|24 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2241\nPrecedence substitutions made: 1\nDependency chains followed: 193\nBlocked by waiting-row occupant: 193\nSubstituted events started: 1\nOccupied-space rejections: 1974\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 23 COARSE-COHORT BLOCKER-COMPLEXITY ORDERING ============================================================ Date/Time: 2026-07-16 23:22:38 Experiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 22 Scenario seed: 5901802720867875714 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 288 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET Row-zone concentration (diagnostic control): 27.08% Blocker-prone seat share (topology component): 58.68% Aisle-assignment balance: 91.67% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2110 Passengers seated: 121/288 Average waiting ticks: 1127.61 Longest waiting passenger: P0->10I(RIGHT) Longest waiting ticks: 2110 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 36 Cluster candidates evaluated: 1 Executable cluster candidates: 0 Rejected cluster candidates: 1 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 27 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 3610 Regions dissolved: 0 Repeated reconstructions avoided: 3610 Largest region lifetime: 1811 Maximum simultaneous active regions: 2 Regions active at termination: 2 Last lifecycle event: TRACK:R1:age=1811:localMembers=5 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1749 State changes reopening evaluation: 34 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1993 Maximum occupied tiles: 18 Seat events: 81 Single-blocker events: 28 Multiple-blocker events: 12 Temporary aisle reoccupations: 53 RIGHT AISLE ----------- Total moves: 1646 Maximum occupied tiles: 32 Seat events: 40 Single-blocker events: 13 Multiple-blocker events: 4 Temporary aisle reoccupations: 21 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1839 Reservations granted: 1839 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 135 Remaining moving in aisle: 29 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 51588 Longest unresolved passenger ID: 0 Longest unresolved row: 10 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 27 Longest dependency chain: P231(24F/RIGHT) -> P281(20I/RIGHT) -> P164(15I/RIGHT) -> P147(25I/RIGHT) -> P272(16I/RIGHT) -> P67(21F/RIGHT) -> P141(16H/RIGHT) -> P82(15H/RIGHT) -> P226(21H/RIGHT) -> P50(16G/RIGHT) -> P44(21G/RIGHT) -> P273(20H/RIGHT) -> P258(23G/RIGHT) -> P25(17H/RIGHT) -> P109(24H/RIGHT) -> P174(25G/RIGHT) -> P51(22H/RIGHT) -> P94(19H/RIGHT) -> P212(31E/RIGHT) -> P31(32E/RIGHT) -> P188(35E/RIGHT) -> P12(30E/RIGHT) -> P197(33J/RIGHT) -> P277(33D/RIGHT) -> P110(26J/RIGHT) -> P207(30J/RIGHT) -> P137(27D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 231 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 29 Total blocked ticks: 63430 Total stationary ticks: 381873 Seat-event requests: 1919 Failed seat-event starts: 1798 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 137 Critical blocker identity: P137->27D(RIGHT) Direct fan-out: 1 Total indirect descendants: 26 Critical tree size including blocker: 27 Critical tree depth: 27 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 32 Unresolved outside passengers: 135 Unresolved internal passengers outside critical tree: 5 Critical blocker tree: P137(27D/RIGHT/WAITING_FOR_SEAT_EVENT) P207(30J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P110(26J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P277(33D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P197(33J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P12(30E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P188(35E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P31(32E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P212(31E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P94(19H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P51(22H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P174(25G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P109(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P25(17H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P258(23G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P273(20H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P44(21G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P50(16G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P226(21H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P82(15H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P141(16H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P67(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P272(16I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P147(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P164(15I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P281(20I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P231(24F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1796 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 28|29|30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 165 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 3 Yield-tile occupied failures: 1796 Rear-boundary failures: 2 Middle-bank reservation failures: 0 Active-event deferrals: 252 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[165]: P165(32J/RIGHT/MOVING_IN_AISLE@tile30) -> P259(31J/RIGHT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P259->31J(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P165{seat=32J,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=259,lastMoveTick=302,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 28|29|30 Current unavailable yield tiles: 30 Current yield-tile occupants: 165 Final row-event chain: 137|165|259 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1919\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1801\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 22 | standardDataset=271/288 (94.10%) | complexityOrderedDataset=121/288 (42.01%) | seatedDelta=-150 | completionDelta=-52.08% | outsideDelta=+135 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | complexityOrderedWorse=true | standardFamily=LINKED_ROW_EVENT_CHAIN | complexityOrderedFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 23 COARSE-COHORT BLOCKER-COMPLEXITY ORDERING ============================================================ Date/Time: 2026-07-16 23:22:38 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 23 Scenario seed: -5886756800942795092 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.61% Blocker-prone seat share (topology component): 67.39% Aisle-assignment balance: 97.39% OUTCOME ------- Status: SUCCESS Completed ticks: 844 Passengers seated: 230/230 Average waiting ticks: 385.89 Longest waiting passenger: P166->14H(RIGHT) Longest waiting ticks: 818 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles9-12:occupied=3:anchor=P84:selected=P226:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1724 Maximum occupied tiles: 11 Seat events: 112 Single-blocker events: 28 Multiple-blocker events: 7 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1674 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 26 Multiple-blocker events: 11 Temporary aisle reoccupations: 48 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 75 Reservations granted: 74 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3907 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4803 Total stationary ticks: 91882 Seat-event requests: 240 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 490 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 490 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 240\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 23 COARSE-COHORT BLOCKER-COMPLEXITY ORDERING ============================================================ Date/Time: 2026-07-16 23:22:38 Experiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 23 Scenario seed: -5886756800942795092 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET Row-zone concentration (diagnostic control): 32.61% Blocker-prone seat share (topology component): 67.39% Aisle-assignment balance: 97.39% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2349 Passengers seated: 228/230 Average waiting ticks: 394.37 Longest waiting passenger: P6->32F(LEFT) Longest waiting ticks: 2252 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: RIGHT:tiles18-21:occupied=4:anchor=P15:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 85 Regions dissolved: 2 Repeated reconstructions avoided: 85 Largest region lifetime: 71 Maximum simultaneous active regions: 2 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=71 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1723 Maximum occupied tiles: 17 Seat events: 110 Single-blocker events: 35 Multiple-blocker events: 21 Temporary aisle reoccupations: 77 RIGHT AISLE ----------- Total moves: 1674 Maximum occupied tiles: 17 Seat events: 118 Single-blocker events: 41 Multiple-blocker events: 27 Temporary aisle reoccupations: 95 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1782 Reservations granted: 1781 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6276 Longest unresolved passenger ID: 130 Longest unresolved row: 32 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P130(32A/LEFT) -> P6(32F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 130 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 11519 Total stationary ticks: 98199 Seat-event requests: 1949 Failed seat-event starts: 1721 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 6 Critical blocker identity: P6->32F(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P6(32F/LEFT/WAITING_FOR_SEAT_EVENT) P130(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1701 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 1 Critical blocker required yield tiles: 33 Critical blocker unavailable yield tiles: 33 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 20 Rear-boundary failures: 1701 Middle-bank reservation failures: 1 Active-event deferrals: 854 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 1 Current required yield tiles: 33 Current unavailable yield tiles: 33 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1948\nPrecedence substitutions made: 10\nDependency chains followed: 11\nBlocked by waiting-row occupant: 11\nSubstituted events started: 15\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 23 | standardDataset=230/230 (100.00%) | complexityOrderedDataset=228/230 (99.13%) | seatedDelta=-2 | completionDelta=-0.87% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=2 | clusterStarts=3 | convertedToSuccess=false | complexityOrderedWorse=true | standardFamily=COMPLETE_CABIN | complexityOrderedFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 23 COARSE-COHORT BLOCKER-COMPLEXITY ORDERING ============================================================ Date/Time: 2026-07-16 23:22:38 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 24 Scenario seed: -8002946322880410004 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 94.47% OUTCOME ------- Status: SUCCESS Completed ticks: 881 Passengers seated: 235/235 Average waiting ticks: 383.40 Longest waiting passenger: P13->10A(LEFT) Longest waiting ticks: 823 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1777 Maximum occupied tiles: 12 Seat events: 124 Single-blocker events: 31 Multiple-blocker events: 16 Temporary aisle reoccupations: 67 RIGHT AISLE ----------- Total moves: 1587 Maximum occupied tiles: 12 Seat events: 111 Single-blocker events: 31 Multiple-blocker events: 9 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 136 Reservations granted: 128 Reservations denied/waited: 8 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4518 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5711 Total stationary ticks: 93972 Seat-event requests: 245 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 555 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 8 Active-event deferrals: 555 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 253\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 23 COARSE-COHORT BLOCKER-COMPLEXITY ORDERING ============================================================ Date/Time: 2026-07-16 23:22:38 Experiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 24 Scenario seed: -8002946322880410004 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 94.47% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2286 Passengers seated: 223/235 Average waiting ticks: 427.23 Longest waiting passenger: P72->2F(LEFT) Longest waiting ticks: 2286 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 3 Cluster candidates evaluated: 3 Executable cluster candidates: 1 Rejected cluster candidates: 2 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 3 Last cluster decision: LEFT:region=R4:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 1554 Regions dissolved: 3 Repeated reconstructions avoided: 1554 Largest region lifetime: 1499 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R4:age=1499:occupied=5 Confirmation deferral ticks: 6 Regions reaching confirmation: 2 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1494 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1746 Maximum occupied tiles: 17 Seat events: 112 Single-blocker events: 40 Multiple-blocker events: 22 Temporary aisle reoccupations: 88 RIGHT AISLE ----------- Total moves: 1587 Maximum occupied tiles: 15 Seat events: 111 Single-blocker events: 45 Multiple-blocker events: 10 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1622 Reservations granted: 1621 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 4 Remaining moving in aisle: 5 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 7839 Longest unresolved passenger ID: 72 Longest unresolved row: 2 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P76(10E/LEFT) -> P98(7E/LEFT) -> P222(5E/LEFT) -> P125(4E/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 76 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 5 Total blocked ticks: 19905 Total stationary ticks: 113935 Seat-event requests: 1738 Failed seat-event starts: 1515 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 125 Critical blocker identity: P125->4E(LEFT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 8 Unresolved outside passengers: 4 Unresolved internal passengers outside critical tree: 4 Critical blocker tree: P125(4E/LEFT/WAITING_FOR_SEAT_EVENT) P222(5E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P98(7E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P76(10E/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1515 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 5|6 Critical blocker unavailable yield tiles: 6 Critical blocker yield-tile occupants: 161 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1515 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 558 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[161]: P161(6E/LEFT/WAITING_AT_ROW@tile6) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P161->6E(LEFT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P161{seat=6E,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=6,directBlocker=-1,lastMoveTick=783,reason=WAITING_FOR_SEAT_EVENT,prerequisite=YIELD_TILE_OCCUPIED} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 5|6 Current unavailable yield tiles: 6 Current yield-tile occupants: 161 Final row-event chain: 125|161 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1738\nPrecedence substitutions made: 8\nDependency chains followed: 1508\nBlocked by waiting-row occupant: 1510\nSubstituted events started: 9\nOccupied-space rejections: 6023\nMaximum scheduling-chain depth: 3\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 24 | standardDataset=235/235 (100.00%) | complexityOrderedDataset=223/235 (94.89%) | seatedDelta=-12 | completionDelta=-5.11% | outsideDelta=+4 | clustersDetected=4 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | complexityOrderedWorse=true | standardFamily=COMPLETE_CABIN | complexityOrderedFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 23 COARSE-COHORT BLOCKER-COMPLEXITY ORDERING ============================================================ Date/Time: 2026-07-16 23:22:38 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 25 Scenario seed: -6793887463250987477 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.38% Aisle-assignment balance: 95.74% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2527 Passengers seated: 276/282 Average waiting ticks: 487.17 Longest waiting passenger: P197->31D(RIGHT) Longest waiting ticks: 2476 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 2 Cluster candidates evaluated: 3 Executable cluster candidates: 1 Rejected cluster candidates: 2 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 6 Selected release potential total: 2 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1565 Regions dissolved: 1 Repeated reconstructions avoided: 1565 Largest region lifetime: 1558 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1558:occupied=6 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1524 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2082 Maximum occupied tiles: 13 Seat events: 135 Single-blocker events: 37 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 RIGHT AISLE ----------- Total moves: 2295 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 36 Multiple-blocker events: 11 Temporary aisle reoccupations: 58 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1672 Reservations granted: 1672 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 4 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 6510 Longest unresolved passenger ID: 217 Longest unresolved row: 32 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 5 Longest dependency chain: P249(30F/RIGHT) -> P22(30H/RIGHT) -> P61(30D/RIGHT) -> P208(31F/RIGHT) -> P197(31D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 249 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 4 Total blocked ticks: 15659 Total stationary ticks: 147571 Seat-event requests: 1864 Failed seat-event starts: 1588 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 197 Critical blocker identity: P197->31D(RIGHT) Direct fan-out: 1 Total indirect descendants: 4 Critical tree size including blocker: 5 Critical tree depth: 5 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 6 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P197(31D/RIGHT/WAITING_FOR_SEAT_EVENT) P208(31F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P61(30D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P22(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P249(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1588 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 32 Critical blocker unavailable yield tiles: 32 Critical blocker yield-tile occupants: 217 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1588 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 802 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[217]: P217(32I/RIGHT/WAITING_AT_ROW@tile32) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P217->32I(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P217{seat=32I,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=32,directBlocker=-1,lastMoveTick=786,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 32 Current unavailable yield tiles: 32 Current yield-tile occupants: 217 Final row-event chain: 197|217 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1863\nPrecedence substitutions made: 3\nDependency chains followed: 1581\nBlocked by waiting-row occupant: 1581\nSubstituted events started: 5\nOccupied-space rejections: 1592\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 23 COARSE-COHORT BLOCKER-COMPLEXITY ORDERING ============================================================ Date/Time: 2026-07-16 23:22:38 Experiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 25 Scenario seed: -6793887463250987477 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.38% Aisle-assignment balance: 95.74% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2479 Passengers seated: 200/282 Average waiting ticks: 819.22 Longest waiting passenger: P10->5F(RIGHT) Longest waiting ticks: 2479 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 30 Cluster candidates evaluated: 135 Executable cluster candidates: 0 Rejected cluster candidates: 135 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 30 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2164 Regions dissolved: 0 Repeated reconstructions avoided: 2164 Largest region lifetime: 2165 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2165:occupied=30 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1999 State changes reopening evaluation: 29 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2082 Maximum occupied tiles: 16 Seat events: 135 Single-blocker events: 46 Multiple-blocker events: 35 Temporary aisle reoccupations: 116 RIGHT AISLE ----------- Total moves: 1888 Maximum occupied tiles: 30 Seat events: 65 Single-blocker events: 20 Multiple-blocker events: 10 Temporary aisle reoccupations: 40 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 103 Reservations granted: 103 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 52 Remaining moving in aisle: 24 Remaining waiting at row: 6 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 48164 Longest unresolved passenger ID: 10 Longest unresolved row: 5 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 18 Longest dependency chain: P74(12G/RIGHT) -> P255(19I/RIGHT) -> P262(23I/RIGHT) -> P88(16I/RIGHT) -> P2(17I/RIGHT) -> P246(13I/RIGHT) -> P35(15I/RIGHT) -> P268(14I/RIGHT) -> P172(18I/RIGHT) -> P4(21D/RIGHT) -> P219(15D/RIGHT) -> P187(22I/RIGHT) -> P253(14D/RIGHT) -> P173(16D/RIGHT) -> P216(18D/RIGHT) -> P58(21I/RIGHT) -> P223(20I/RIGHT) -> P15(18H/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 74 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 24 Total blocked ticks: 67880 Total stationary ticks: 285084 Seat-event requests: 2246 Failed seat-event starts: 2046 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 15 Critical blocker identity: P15->18H(RIGHT) Direct fan-out: 1 Total indirect descendants: 17 Critical tree size including blocker: 18 Critical tree depth: 18 Frozen internal components: 6 Terminal WAITING_FOR_SEAT_EVENT nodes: 6 Unresolved internal passengers: 30 Unresolved outside passengers: 52 Unresolved internal passengers outside critical tree: 12 Critical blocker tree: P15(18H/RIGHT/WAITING_FOR_SEAT_EVENT) P223(20I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P58(21I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P216(18D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P173(16D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P253(14D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P187(22I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P219(15D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P4(21D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P172(18I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P268(14I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P35(15I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P246(13I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P2(17I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P88(16I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P262(23I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P255(19I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P74(12G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 2042 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 19 Critical blocker unavailable yield tiles: 19 Critical blocker yield-tile occupants: 114 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 3 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 2042 Rear-boundary failures: 4 Middle-bank reservation failures: 0 Active-event deferrals: 595 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 3 Yield-occupant trace: yieldOccupant[114]: P114(20H/RIGHT/MOVING_IN_AISLE@tile19) -> P267(21E/RIGHT/MOVING_IN_AISLE@tile20) -> P12(21H/RIGHT/WAITING_AT_ROW@tile21) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P12->21H(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P114{seat=20H,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=19,directBlocker=267,lastMoveTick=505,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 19 Current unavailable yield tiles: 19 Current yield-tile occupants: 114 Final row-event chain: 15|114|267|12 Final row-event chain length: 4 Distinct row events in chain: 4 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 6 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2246\nPrecedence substitutions made: 7\nDependency chains followed: 37\nBlocked by waiting-row occupant: 57\nSubstituted events started: 8\nOccupied-space rejections: 8213\nMaximum scheduling-chain depth: 4\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 25 | standardDataset=276/282 (97.87%) | complexityOrderedDataset=200/282 (70.92%) | seatedDelta=-76 | completionDelta=-26.95% | outsideDelta=+52 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | complexityOrderedWorse=true | standardFamily=LINKED_ROW_EVENT_CHAIN | complexityOrderedFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 23 COARSE-COHORT BLOCKER-COMPLEXITY ORDERING ============================================================ Date/Time: 2026-07-16 23:22:38 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 26 Scenario seed: 722007454514889823 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 59.49% Aisle-assignment balance: 96.88% OUTCOME ------- Status: SUCCESS Completed ticks: 1287 Passengers seated: 353/353 Average waiting ticks: 586.65 Longest waiting passenger: P178->2A(LEFT) Longest waiting ticks: 1226 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: LEFT:region=R4:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 90 Regions dissolved: 4 Repeated reconstructions avoided: 90 Largest region lifetime: 38 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=18 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3193 Maximum occupied tiles: 14 Seat events: 182 Single-blocker events: 45 Multiple-blocker events: 30 Temporary aisle reoccupations: 111 RIGHT AISLE ----------- Total moves: 3005 Maximum occupied tiles: 13 Seat events: 171 Single-blocker events: 47 Multiple-blocker events: 24 Temporary aisle reoccupations: 101 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 160 Reservations granted: 157 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7774 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9701 Total stationary ticks: 213884 Seat-event requests: 378 Failed seat-event starts: 25 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 882 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 25 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 882 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 380\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 6\nOccupied-space rejections: 30\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 23 COARSE-COHORT BLOCKER-COMPLEXITY ORDERING ============================================================ Date/Time: 2026-07-16 23:22:38 Experiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 26 Scenario seed: 722007454514889823 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 59.49% Aisle-assignment balance: 96.88% OUTCOME ------- Status: SUCCESS Completed ticks: 1273 Passengers seated: 353/353 Average waiting ticks: 589.43 Longest waiting passenger: P178->2A(LEFT) Longest waiting ticks: 1249 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 7 Clusters detected: 7 Activations without intervention: 3 Cluster candidates evaluated: 8 Executable cluster candidates: 3 Rejected cluster candidates: 5 Cluster selections: 3 Cluster-selected events started: 3 Largest detected cluster: 7 Selected release potential total: 15 Last cluster decision: LEFT:tiles1-4:occupied=3:anchor=P22:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 7 Region updates: 141 Regions dissolved: 7 Repeated reconstructions avoided: 141 Largest region lifetime: 40 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R7:lifetime=17 Confirmation deferral ticks: 8 Regions reaching confirmation: 3 Regions dissolved before confirmation: 4 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3193 Maximum occupied tiles: 20 Seat events: 182 Single-blocker events: 52 Multiple-blocker events: 66 Temporary aisle reoccupations: 196 RIGHT AISLE ----------- Total moves: 3005 Maximum occupied tiles: 19 Seat events: 171 Single-blocker events: 56 Multiple-blocker events: 52 Temporary aisle reoccupations: 166 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 176 Reservations granted: 167 Reservations denied/waited: 9 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 12882 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 14534 Total stationary ticks: 219319 Seat-event requests: 403 Failed seat-event starts: 50 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 903 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 49 Rear-boundary failures: 1 Middle-bank reservation failures: 9 Active-event deferrals: 903 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 410\nPrecedence substitutions made: 26\nDependency chains followed: 34\nBlocked by waiting-row occupant: 42\nSubstituted events started: 31\nOccupied-space rejections: 104\nMaximum scheduling-chain depth: 4\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 26 | standardDataset=353/353 (100.00%) | complexityOrderedDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=7 | clusterSelections=3 | clusterStarts=3 | convertedToSuccess=false | complexityOrderedWorse=false | standardFamily=COMPLETE_CABIN | complexityOrderedFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 23 COARSE-COHORT BLOCKER-COMPLEXITY ORDERING ============================================================ Date/Time: 2026-07-16 23:22:38 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 27 Scenario seed: -5450447113087893164 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 98.58% OUTCOME ------- Status: SUCCESS Completed ticks: 1282 Passengers seated: 353/353 Average waiting ticks: 599.70 Longest waiting passenger: P326->9H(RIGHT) Longest waiting ticks: 1238 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2967 Maximum occupied tiles: 12 Seat events: 174 Single-blocker events: 46 Multiple-blocker events: 23 Temporary aisle reoccupations: 96 RIGHT AISLE ----------- Total moves: 3223 Maximum occupied tiles: 12 Seat events: 179 Single-blocker events: 52 Multiple-blocker events: 30 Temporary aisle reoccupations: 113 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 150 Reservations granted: 150 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7466 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8940 Total stationary ticks: 217898 Seat-event requests: 366 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 762 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 762 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 366\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 23 COARSE-COHORT BLOCKER-COMPLEXITY ORDERING ============================================================ Date/Time: 2026-07-16 23:22:38 Experiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 27 Scenario seed: -5450447113087893164 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 98.58% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2122 Passengers seated: 115/353 Average waiting ticks: 1198.82 Longest waiting passenger: P1->7A(LEFT) Longest waiting ticks: 2122 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 44 Cluster candidates evaluated: 88 Executable cluster candidates: 1 Rejected cluster candidates: 87 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 36 Selected release potential total: 12 Last cluster decision: RIGHT:region=R2:result=LOWER_HIERARCHICAL_PRIORITY_DEFERRED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 3648 Regions dissolved: 0 Repeated reconstructions avoided: 3648 Largest region lifetime: 1874 Maximum simultaneous active regions: 2 Regions active at termination: 2 Last lifecycle event: UPDATE:R2:age=1776:occupied=32 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1794 State changes reopening evaluation: 43 Region priority competitions: 1624 Regions ranked: 3248 Hierarchical selections: 1624 Lower-priority evaluations deferred: 1577 Highest selected priority score: 39710 Left/right priority wins: 1624/0 Priority ties: 0 Last priority decision: LEFT:R1:score=39710 | RIGHT:R2:score=35310 | selected=LEFT LEFT AISLE ---------- Total moves: 1613 Maximum occupied tiles: 36 Seat events: 35 Single-blocker events: 11 Multiple-blocker events: 4 Temporary aisle reoccupations: 19 RIGHT AISLE ----------- Total moves: 2524 Maximum occupied tiles: 33 Seat events: 80 Single-blocker events: 28 Multiple-blocker events: 12 Temporary aisle reoccupations: 53 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1887 Reservations granted: 1884 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 12 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 169 Remaining moving in aisle: 61 Remaining waiting at row: 8 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 102846 Longest unresolved passenger ID: 1 Longest unresolved row: 7 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 33 Longest dependency chain: P305(24E/LEFT) -> P221(16B/LEFT) -> P311(22B/LEFT) -> P336(14B/LEFT) -> P141(19B/LEFT) -> P252(18B/LEFT) -> P299(19C/LEFT) -> P137(17C/LEFT) -> P227(20C/LEFT) -> P338(22C/LEFT) -> P188(18C/LEFT) -> P206(24C/LEFT) -> P38(16D/LEFT) -> P194(15D/LEFT) -> P185(23C/LEFT) -> P339(19D/LEFT) -> P296(21C/LEFT) -> P186(25C/LEFT) -> P26(26G/LEFT) -> P89(34F/LEFT) -> P170(34A/LEFT) -> P56(29A/LEFT) -> P313(29G/LEFT) -> P117(35A/LEFT) -> P183(32A/LEFT) -> P71(28F/LEFT) -> P303(33A/LEFT) -> P220(31A/LEFT) -> P114(36A/LEFT) -> P225(36F/LEFT) -> P163(34G/LEFT) -> P101(35G/LEFT) -> P18(33G/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 305 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 61 Total blocked ticks: 123589 Total stationary ticks: 531979 Seat-event requests: 3544 Failed seat-event starts: 3429 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 18 Critical blocker identity: P18->33G(LEFT) Direct fan-out: 1 Total indirect descendants: 32 Critical tree size including blocker: 33 Critical tree depth: 33 Frozen internal components: 8 Terminal WAITING_FOR_SEAT_EVENT nodes: 8 Unresolved internal passengers: 69 Unresolved outside passengers: 169 Unresolved internal passengers outside critical tree: 36 Critical blocker tree: P18(33G/LEFT/WAITING_FOR_SEAT_EVENT) P101(35G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P163(34G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P225(36F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P114(36A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P220(31A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P303(33A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P71(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P183(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P117(35A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P313(29G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P56(29A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P170(34A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P89(34F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P26(26G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P186(25C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P296(21C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P339(19D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P185(23C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P194(15D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P38(16D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P206(24C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P188(18C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P338(22C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P227(20C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P137(17C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P299(19C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P252(18B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P141(19B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P336(14B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P311(22B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P221(16B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P305(24E/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 3429 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 34|35 Critical blocker unavailable yield tiles: 34|35 Critical blocker yield-tile occupants: 274|262 Waiting-row passengers with zero blockers: 3 Waiting-row passengers with one blocker: 2 Waiting-row passengers with multiple blockers: 3 Yield-tile occupied failures: 3429 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 694 Simultaneous arbitration losses: 12 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 2 Trace length: 2 Yield-occupant trace: yieldOccupant[274]: P274(36G/LEFT/MOVING_IN_AISLE@tile34) -> P262(35B/LEFT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[262]: P262(35B/LEFT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P262->35B(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P274{seat=36G,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=34,directBlocker=262,lastMoveTick=246,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P262{seat=35B,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=35,directBlocker=-1,lastMoveTick=245,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 34|35 Current unavailable yield tiles: 34|35 Current yield-tile occupants: 274|262 Final row-event chain: 18|274|262 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 6 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3558\nPrecedence substitutions made: 3\nDependency chains followed: 57\nBlocked by waiting-row occupant: 57\nSubstituted events started: 5\nOccupied-space rejections: 6897\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 27 | standardDataset=353/353 (100.00%) | complexityOrderedDataset=115/353 (32.58%) | seatedDelta=-238 | completionDelta=-67.42% | outsideDelta=+169 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | complexityOrderedWorse=true | standardFamily=COMPLETE_CABIN | complexityOrderedFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 23 COARSE-COHORT BLOCKER-COMPLEXITY ORDERING ============================================================ Date/Time: 2026-07-16 23:22:38 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 28 Scenario seed: 246091010528561545 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.05% Blocker-prone seat share (topology component): 60.34% Aisle-assignment balance: 96.88% OUTCOME ------- Status: SUCCESS Completed ticks: 1319 Passengers seated: 353/353 Average waiting ticks: 602.32 Longest waiting passenger: P36->10I(RIGHT) Longest waiting ticks: 1278 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 39 Regions dissolved: 2 Repeated reconstructions avoided: 39 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2983 Maximum occupied tiles: 13 Seat events: 171 Single-blocker events: 42 Multiple-blocker events: 20 Temporary aisle reoccupations: 84 RIGHT AISLE ----------- Total moves: 3263 Maximum occupied tiles: 15 Seat events: 182 Single-blocker events: 47 Multiple-blocker events: 27 Temporary aisle reoccupations: 108 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 158 Reservations granted: 158 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7403 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8981 Total stationary ticks: 218852 Seat-event requests: 373 Failed seat-event starts: 20 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 798 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 20 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 798 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 373\nPrecedence substitutions made: 3\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 3\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 23 COARSE-COHORT BLOCKER-COMPLEXITY ORDERING ============================================================ Date/Time: 2026-07-16 23:22:38 Experiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 28 Scenario seed: 246091010528561545 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET Row-zone concentration (diagnostic control): 28.05% Blocker-prone seat share (topology component): 60.34% Aisle-assignment balance: 96.88% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2298 Passengers seated: 141/353 Average waiting ticks: 1326.92 Longest waiting passenger: P1->20I(RIGHT) Longest waiting ticks: 2298 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 35 Cluster candidates evaluated: 104 Executable cluster candidates: 0 Rejected cluster candidates: 104 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 30 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 3931 Regions dissolved: 0 Repeated reconstructions avoided: 3931 Largest region lifetime: 1998 Maximum simultaneous active regions: 2 Regions active at termination: 2 Last lifecycle event: UPDATE:R1:age=1998:occupied=30 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1959 State changes reopening evaluation: 33 Region priority competitions: 1692 Regions ranked: 3384 Hierarchical selections: 1692 Lower-priority evaluations deferred: 1628 Highest selected priority score: 33110 Left/right priority wins: 0/1692 Priority ties: 0 Last priority decision: LEFT:R2:score=4510 | RIGHT:R1:score=33110 | selected=RIGHT LEFT AISLE ---------- Total moves: 2633 Maximum occupied tiles: 21 Seat events: 105 Single-blocker events: 36 Multiple-blocker events: 25 Temporary aisle reoccupations: 86 RIGHT AISLE ----------- Total moves: 1576 Maximum occupied tiles: 32 Seat events: 36 Single-blocker events: 17 Multiple-blocker events: 0 Temporary aisle reoccupations: 17 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 3685 Reservations granted: 3683 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 174 Remaining moving in aisle: 29 Remaining waiting at row: 9 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 57421 Longest unresolved passenger ID: 1 Longest unresolved row: 20 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 27 Longest dependency chain: P87(15H/RIGHT) -> P320(25H/RIGHT) -> P241(20H/RIGHT) -> P138(14H/RIGHT) -> P65(20G/RIGHT) -> P226(19G/RIGHT) -> P264(18H/RIGHT) -> P349(17G/RIGHT) -> P259(19H/RIGHT) -> P172(33D/RIGHT) -> P164(33J/RIGHT) -> P225(26J/RIGHT) -> P163(26E/RIGHT) -> P6(36D/RIGHT) -> P150(30D/RIGHT) -> P100(35E/RIGHT) -> P14(32J/RIGHT) -> P299(26D/RIGHT) -> P263(28J/RIGHT) -> P117(35J/RIGHT) -> P251(30J/RIGHT) -> P326(34E/RIGHT) -> P53(32E/RIGHT) -> P147(27J/RIGHT) -> P23(35D/RIGHT) -> P222(32D/RIGHT) -> P171(27D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 87 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 29 Total blocked ticks: 82544 Total stationary ticks: 532199 Seat-event requests: 3778 Failed seat-event starts: 3637 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 171 Critical blocker identity: P171->27D(RIGHT) Direct fan-out: 1 Total indirect descendants: 26 Critical tree size including blocker: 27 Critical tree depth: 27 Frozen internal components: 9 Terminal WAITING_FOR_SEAT_EVENT nodes: 9 Unresolved internal passengers: 38 Unresolved outside passengers: 174 Unresolved internal passengers outside critical tree: 11 Critical blocker tree: P171(27D/RIGHT/WAITING_FOR_SEAT_EVENT) P222(32D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P23(35D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P147(27J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P53(32E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P326(34E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P251(30J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P117(35J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P263(28J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P299(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P14(32J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P100(35E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P150(30D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P6(36D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P163(26E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P225(26J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P164(33J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P172(33D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P259(19H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P349(17G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P264(18H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P226(19G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P65(20G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P138(14H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P241(20H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P320(25H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P87(15H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 3637 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 28|29 Critical blocker unavailable yield tiles: 28|29 Critical blocker yield-tile occupants: 129|217 Waiting-row passengers with zero blockers: 4 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 5 Yield-tile occupied failures: 3637 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 1165 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 2 Trace length: 1 Yield-occupant trace: yieldOccupant[129]: P129(28E/RIGHT/WAITING_AT_ROW@tile28) -> [OPEN_CHAIN_TO_ROW_EVENT] || yieldOccupant[217]: P217(29J/RIGHT/WAITING_AT_ROW@tile29) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P217->29J(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 2 All yield occupants in same frozen component: false Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P129{seat=28E,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=28,directBlocker=-1,lastMoveTick=303,reason=WAITING_FOR_SEAT_EVENT,prerequisite=YIELD_TILE_OCCUPIED} || P217{seat=29J,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=29,directBlocker=-1,lastMoveTick=302,reason=WAITING_FOR_SEAT_EVENT,prerequisite=YIELD_TILE_OCCUPIED} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 28|29 Current unavailable yield tiles: 28|29 Current yield-tile occupants: 129|217 Final row-event chain: 171|129 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 8 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3780\nPrecedence substitutions made: 2\nDependency chains followed: 1998\nBlocked by waiting-row occupant: 5987\nSubstituted events started: 1\nOccupied-space rejections: 23394\nMaximum scheduling-chain depth: 4\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 28 | standardDataset=353/353 (100.00%) | complexityOrderedDataset=141/353 (39.94%) | seatedDelta=-212 | completionDelta=-60.06% | outsideDelta=+174 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | complexityOrderedWorse=true | standardFamily=COMPLETE_CABIN | complexityOrderedFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 23 COARSE-COHORT BLOCKER-COMPLEXITY ORDERING ============================================================ Date/Time: 2026-07-16 23:22:38 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 29 Scenario seed: 4203914317130684635 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.05% Blocker-prone seat share (topology component): 67.57% Aisle-assignment balance: 99.61% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2413 Passengers seated: 257/259 Average waiting ticks: 430.23 Longest waiting passenger: P157->31I(RIGHT) Longest waiting ticks: 2353 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1895 Maximum occupied tiles: 12 Seat events: 130 Single-blocker events: 30 Multiple-blocker events: 13 Temporary aisle reoccupations: 56 RIGHT AISLE ----------- Total moves: 2013 Maximum occupied tiles: 12 Seat events: 127 Single-blocker events: 38 Multiple-blocker events: 9 Temporary aisle reoccupations: 56 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 89 Reservations granted: 89 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4711 Longest unresolved passenger ID: 177 Longest unresolved row: 32 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P177(32G/RIGHT) -> P157(31I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 177 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 9006 Total stationary ticks: 116891 Seat-event requests: 1811 Failed seat-event starts: 1554 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 157 Critical blocker identity: P157->31I(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P157(31I/RIGHT/WAITING_FOR_SEAT_EVENT) P177(32G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1544 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 32|33 Critical blocker unavailable yield tiles: 33 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 10 Rear-boundary failures: 1544 Middle-bank reservation failures: 0 Active-event deferrals: 630 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 32|33 Current unavailable yield tiles: 33 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1811\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 23 COARSE-COHORT BLOCKER-COMPLEXITY ORDERING ============================================================ Date/Time: 2026-07-16 23:22:38 Experiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 29 Scenario seed: 4203914317130684635 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET Row-zone concentration (diagnostic control): 32.05% Blocker-prone seat share (topology component): 67.57% Aisle-assignment balance: 99.61% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2405 Passengers seated: 246/259 Average waiting ticks: 448.74 Longest waiting passenger: P218->19D(RIGHT) Longest waiting ticks: 2362 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 12 Cluster candidates evaluated: 19 Executable cluster candidates: 1 Rejected cluster candidates: 18 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 7 Selected release potential total: 3 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 2202 Regions dissolved: 2 Repeated reconstructions avoided: 2202 Largest region lifetime: 2171 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2171:occupied=6 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1711 State changes reopening evaluation: 10 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1895 Maximum occupied tiles: 18 Seat events: 130 Single-blocker events: 47 Multiple-blocker events: 30 Temporary aisle reoccupations: 107 RIGHT AISLE ----------- Total moves: 1999 Maximum occupied tiles: 21 Seat events: 116 Single-blocker events: 37 Multiple-blocker events: 21 Temporary aisle reoccupations: 79 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1803 Reservations granted: 1803 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 7 Remaining waiting at row: 6 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 14920 Longest unresolved passenger ID: 21 Longest unresolved row: 32 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 5 Longest dependency chain: P15(26I/RIGHT) -> P157(31I/RIGHT) -> P202(28I/RIGHT) -> P137(29I/RIGHT) -> P219(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 15 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 7 Total blocked ticks: 35193 Total stationary ticks: 137503 Seat-event requests: 1998 Failed seat-event starts: 1752 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 219 Critical blocker identity: P219->29D(RIGHT) Direct fan-out: 1 Total indirect descendants: 4 Critical tree size including blocker: 5 Critical tree depth: 5 Frozen internal components: 6 Terminal WAITING_FOR_SEAT_EVENT nodes: 6 Unresolved internal passengers: 13 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 8 Critical blocker tree: P219(29D/RIGHT/WAITING_FOR_SEAT_EVENT) P137(29I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P202(28I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P157(31I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P15(26I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 1963 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: 21 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 4 Yield-tile occupied failures: 1748 Rear-boundary failures: 4 Middle-bank reservation failures: 0 Active-event deferrals: 1963 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[21]: P21(32I/RIGHT/MOVING_IN_AISLE@tile31) -> P140(32D/RIGHT/WAITING_AT_ROW@tile32) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P140->32D(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: P21{seat=32I,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=31,directBlocker=140,lastMoveTick=216,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: 21 Final row-event chain: 219|21|140 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 6 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1997\nPrecedence substitutions made: 9\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 4952\nSubstituted events started: 8\nOccupied-space rejections: 16770\nMaximum scheduling-chain depth: 4\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 29 | standardDataset=257/259 (99.23%) | complexityOrderedDataset=246/259 (94.98%) | seatedDelta=-11 | completionDelta=-4.25% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | complexityOrderedWorse=true | standardFamily=REAR_BOUNDARY_LOCK | complexityOrderedFamily=MOVING_PASSENGER_YIELD_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 23 COARSE-COHORT BLOCKER-COMPLEXITY ORDERING ============================================================ Date/Time: 2026-07-16 23:22:38 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 30 Scenario seed: -7557663346310737177 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.07% Blocker-prone seat share (topology component): 59.06% Aisle-assignment balance: 98.25% OUTCOME ------- Status: SUCCESS Completed ticks: 1236 Passengers seated: 342/342 Average waiting ticks: 564.65 Longest waiting passenger: P20->31I(RIGHT) Longest waiting ticks: 1184 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 5 Clusters detected: 5 Activations without intervention: 6 Cluster candidates evaluated: 4 Executable cluster candidates: 4 Rejected cluster candidates: 0 Cluster selections: 4 Cluster-selected events started: 5 Largest detected cluster: 7 Selected release potential total: 16 Last cluster decision: RIGHT:tiles20-22:occupied=3:anchor=P236:selected=P293:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 5 Region updates: 88 Regions dissolved: 5 Repeated reconstructions avoided: 88 Largest region lifetime: 35 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R5:lifetime=9 Confirmation deferral ticks: 8 Regions reaching confirmation: 3 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 4 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2986 Maximum occupied tiles: 14 Seat events: 168 Single-blocker events: 37 Multiple-blocker events: 26 Temporary aisle reoccupations: 94 RIGHT AISLE ----------- Total moves: 2895 Maximum occupied tiles: 16 Seat events: 174 Single-blocker events: 43 Multiple-blocker events: 31 Temporary aisle reoccupations: 110 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 159 Reservations granted: 159 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7405 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9317 Total stationary ticks: 199595 Seat-event requests: 382 Failed seat-event starts: 40 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 861 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 40 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 861 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 378\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 14\nOccupied-space rejections: 50\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 23 COARSE-COHORT BLOCKER-COMPLEXITY ORDERING ============================================================ Date/Time: 2026-07-16 23:22:38 Experiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 30 Scenario seed: -7557663346310737177 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET Row-zone concentration (diagnostic control): 28.07% Blocker-prone seat share (topology component): 59.06% Aisle-assignment balance: 98.25% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2235 Passengers seated: 143/342 Average waiting ticks: 1229.33 Longest waiting passenger: P2->7B(LEFT) Longest waiting ticks: 2235 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 26 Cluster candidates evaluated: 118 Executable cluster candidates: 0 Rejected cluster candidates: 118 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 35 Selected release potential total: 0 Last cluster decision: RIGHT:region=R3:result=LOWER_HIERARCHICAL_PRIORITY_DEFERRED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 3851 Regions dissolved: 2 Repeated reconstructions avoided: 3851 Largest region lifetime: 1924 Maximum simultaneous active regions: 3 Regions active at termination: 2 Last lifecycle event: UPDATE:R3:age=1897:occupied=4 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1874 State changes reopening evaluation: 24 Region priority competitions: 1665 Regions ranked: 3330 Hierarchical selections: 1665 Lower-priority evaluations deferred: 1605 Highest selected priority score: 38610 Left/right priority wins: 1665/0 Priority ties: 0 Last priority decision: LEFT:R1:score=38610 | RIGHT:R3:score=4510 | selected=LEFT LEFT AISLE ---------- Total moves: 1853 Maximum occupied tiles: 35 Seat events: 43 Single-blocker events: 14 Multiple-blocker events: 6 Temporary aisle reoccupations: 26 RIGHT AISLE ----------- Total moves: 2439 Maximum occupied tiles: 18 Seat events: 100 Single-blocker events: 35 Multiple-blocker events: 23 Temporary aisle reoccupations: 82 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1957 Reservations granted: 1957 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 160 Remaining moving in aisle: 31 Remaining waiting at row: 8 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 58750 Longest unresolved passenger ID: 2 Longest unresolved row: 7 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 26 Longest dependency chain: P86(20B/LEFT) -> P75(19B/LEFT) -> P131(21E/LEFT) -> P9(22B/LEFT) -> P74(25B/LEFT) -> P128(14B/LEFT) -> P0(18E/LEFT) -> P65(17C/LEFT) -> P137(24C/LEFT) -> P216(25C/LEFT) -> P122(22C/LEFT) -> P168(16C/LEFT) -> P15(18C/LEFT) -> P223(25D/LEFT) -> P36(20C/LEFT) -> P84(21D/LEFT) -> P325(23D/LEFT) -> P108(19C/LEFT) -> P211(21C/LEFT) -> P42(24D/LEFT) -> P133(23C/LEFT) -> P160(27G/LEFT) -> P38(28F/LEFT) -> P43(28A/LEFT) -> P31(34F/LEFT) -> P276(26G/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 86 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 31 Total blocked ticks: 82166 Total stationary ticks: 486146 Seat-event requests: 3682 Failed seat-event starts: 3539 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 276 Critical blocker identity: P276->26G(LEFT) Direct fan-out: 1 Total indirect descendants: 25 Critical tree size including blocker: 26 Critical tree depth: 26 Frozen internal components: 8 Terminal WAITING_FOR_SEAT_EVENT nodes: 8 Unresolved internal passengers: 39 Unresolved outside passengers: 160 Unresolved internal passengers outside critical tree: 13 Critical blocker tree: P276(26G/LEFT/WAITING_FOR_SEAT_EVENT) P31(34F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P43(28A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P38(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P160(27G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P133(23C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P42(24D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P211(21C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P108(19C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P325(23D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P84(21D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P36(20C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P223(25D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P15(18C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P168(16C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P122(22C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P216(25C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P137(24C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P65(17C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P0(18E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P128(14B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P74(25B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P9(22B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P131(21E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P75(19B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P86(20B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 3522 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 27|28|29 Critical blocker unavailable yield tiles: 27|28|29 Critical blocker yield-tile occupants: 304|24|329 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 6 Yield-tile occupied failures: 3522 Rear-boundary failures: 17 Middle-bank reservation failures: 0 Active-event deferrals: 820 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 3 Trace length: 3 Yield-occupant trace: yieldOccupant[304]: P304(32A/LEFT/MOVING_IN_AISLE@tile27) -> P24(33F/LEFT/MOVING_IN_AISLE@tile28) -> P329(29A/LEFT/WAITING_AT_ROW@tile29) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[24]: P24(33F/LEFT/MOVING_IN_AISLE@tile28) -> P329(29A/LEFT/WAITING_AT_ROW@tile29) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[329]: P329(29A/LEFT/WAITING_AT_ROW@tile29) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P329->29A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P304{seat=32A,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=27,directBlocker=24,lastMoveTick=330,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P24{seat=33F,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=28,directBlocker=329,lastMoveTick=329,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P329{seat=29A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=29,directBlocker=-1,lastMoveTick=328,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 27|28|29 Current unavailable yield tiles: 27|28|29 Current yield-tile occupants: 304|24|329 Final row-event chain: 276|304|24|329 Final row-event chain length: 4 Distinct row events in chain: 4 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 8 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3682\nPrecedence substitutions made: 6\nDependency chains followed: 13\nBlocked by waiting-row occupant: 16\nSubstituted events started: 7\nOccupied-space rejections: 9332\nMaximum scheduling-chain depth: 3\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 30 | standardDataset=342/342 (100.00%) | complexityOrderedDataset=143/342 (41.81%) | seatedDelta=-199 | completionDelta=-58.19% | outsideDelta=+160 | clustersDetected=4 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | complexityOrderedWorse=true | standardFamily=COMPLETE_CABIN | complexityOrderedFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ************************************************************ BATCH EXPERIMENT SUMMARY RESEARCH EXPERIMENT 23 COARSE-COHORT BLOCKER-COMPLEXITY ORDERING ************************************************************ Experiment seed: 2083790101901 Scenarios executed: 60 Successful completions: 29 Incomplete/MAX_TICKS: 31 Average completed ticks: 1687.67 Average waiting ticks: 541.19 ************************************************************ ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 24 GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES ============================================================ Date/Time: 2026-07-16 23:31:26 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 1 Scenario seed: -4248938912819631269 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 98.72% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2327 Passengers seated: 221/235 Average waiting ticks: 455.32 Longest waiting passenger: P6->10H(RIGHT) Longest waiting ticks: 2327 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 3 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles25-27:occupied=3:anchor=P29:selected=P181:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 15 Regions dissolved: 1 Repeated reconstructions avoided: 15 Largest region lifetime: 16 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=16 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1708 Maximum occupied tiles: 13 Seat events: 116 Single-blocker events: 28 Multiple-blocker events: 19 Temporary aisle reoccupations: 71 RIGHT AISLE ----------- Total moves: 1555 Maximum occupied tiles: 12 Seat events: 105 Single-blocker events: 26 Multiple-blocker events: 9 Temporary aisle reoccupations: 48 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1717 Reservations granted: 1709 Reservations denied/waited: 8 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 8 Remaining moving in aisle: 3 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 5451 Longest unresolved passenger ID: 6 Longest unresolved row: 10 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P82(30E/RIGHT) -> P15(6G/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 82 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 15044 Total stationary ticks: 115476 Seat-event requests: 1820 Failed seat-event starts: 1599 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 15 Critical blocker identity: P15->6G(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 6 Unresolved outside passengers: 8 Unresolved internal passengers outside critical tree: 4 Critical blocker tree: P15(6G/RIGHT/WAITING_FOR_SEAT_EVENT) P82(30E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1599 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1599 Rear-boundary failures: 0 Middle-bank reservation failures: 8 Active-event deferrals: 519 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_SPACE_AVAILABLE Final snapshot prerequisite: YIELD_SPACE_AVAILABLE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: YIELD_SPACE_AVAILABLE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1828\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 4\nOccupied-space rejections: 1601\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 24 GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES ============================================================ Date/Time: 2026-07-16 23:31:26 Experiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 1 Scenario seed: -4248938912819631269 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 828 Passengers seated: 235/235 Average waiting ticks: 377.59 Longest waiting passenger: P21->5C(RIGHT) Longest waiting ticks: 816 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 3 Executable cluster candidates: 3 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 5 Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 32 Regions dissolved: 2 Repeated reconstructions avoided: 32 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1708 Maximum occupied tiles: 17 Seat events: 116 Single-blocker events: 29 Multiple-blocker events: 19 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 1734 Maximum occupied tiles: 16 Seat events: 119 Single-blocker events: 30 Multiple-blocker events: 13 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 137 Reservations granted: 129 Reservations denied/waited: 8 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7465 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8487 Total stationary ticks: 95407 Seat-event requests: 247 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 506 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 8 Active-event deferrals: 506 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 254\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 6\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 01 | standardDataset=221/235 (94.04%) | geometryWeightedDataset=235/235 (100.00%) | seatedDelta=+14 | completionDelta=+5.96% | outsideDelta=-8 | clustersDetected=2 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=true | geometryWeightedWorse=false | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | geometryWeightedFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 24 GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES ============================================================ Date/Time: 2026-07-16 23:31:26 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 2 Scenario seed: 2182383722134259186 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 75.46% Aisle-assignment balance: 97.22% OUTCOME ------- Status: SUCCESS Completed ticks: 784 Passengers seated: 216/216 Average waiting ticks: 350.50 Longest waiting passenger: P151->14E(LEFT) Longest waiting ticks: 733 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 39 Regions dissolved: 2 Repeated reconstructions avoided: 39 Largest region lifetime: 33 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=33 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1653 Maximum occupied tiles: 15 Seat events: 111 Single-blocker events: 23 Multiple-blocker events: 10 Temporary aisle reoccupations: 48 RIGHT AISLE ----------- Total moves: 1511 Maximum occupied tiles: 11 Seat events: 105 Single-blocker events: 27 Multiple-blocker events: 4 Temporary aisle reoccupations: 36 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 117 Reservations granted: 114 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3806 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4946 Total stationary ticks: 78953 Seat-event requests: 222 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 568 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 568 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 225\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 24 GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES ============================================================ Date/Time: 2026-07-16 23:31:26 Experiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 2 Scenario seed: 2182383722134259186 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 75.46% Aisle-assignment balance: 97.22% OUTCOME ------- Status: SUCCESS Completed ticks: 774 Passengers seated: 216/216 Average waiting ticks: 350.48 Longest waiting passenger: P169->7B(LEFT) Longest waiting ticks: 751 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles15-17:occupied=3:anchor=P45:selected=P146:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 10 Regions dissolved: 1 Repeated reconstructions avoided: 10 Largest region lifetime: 11 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=11 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1653 Maximum occupied tiles: 15 Seat events: 111 Single-blocker events: 23 Multiple-blocker events: 10 Temporary aisle reoccupations: 48 RIGHT AISLE ----------- Total moves: 1511 Maximum occupied tiles: 15 Seat events: 105 Single-blocker events: 27 Multiple-blocker events: 4 Temporary aisle reoccupations: 36 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 117 Reservations granted: 114 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6376 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7241 Total stationary ticks: 81333 Seat-event requests: 222 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 494 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 494 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 224\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 02 | standardDataset=216/216 (100.00%) | geometryWeightedDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | geometryWeightedWorse=false | standardFamily=COMPLETE_CABIN | geometryWeightedFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 24 GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES ============================================================ Date/Time: 2026-07-16 23:31:26 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 3 Scenario seed: -1064509833421198483 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.78% Blocker-prone seat share (topology component): 60.46% Aisle-assignment balance: 90.85% OUTCOME ------- Status: SUCCESS Completed ticks: 1221 Passengers seated: 306/306 Average waiting ticks: 527.75 Longest waiting passenger: P261->32E(LEFT) Longest waiting ticks: 1159 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: LEFT:tiles19-21:occupied=3:anchor=P59:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 9 Regions dissolved: 1 Repeated reconstructions avoided: 9 Largest region lifetime: 10 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=10 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2940 Maximum occupied tiles: 13 Seat events: 167 Single-blocker events: 44 Multiple-blocker events: 18 Temporary aisle reoccupations: 83 RIGHT AISLE ----------- Total moves: 2427 Maximum occupied tiles: 14 Seat events: 139 Single-blocker events: 36 Multiple-blocker events: 10 Temporary aisle reoccupations: 56 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 125 Reservations granted: 123 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6313 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8018 Total stationary ticks: 166969 Seat-event requests: 316 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 875 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 875 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 318\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 24 GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES ============================================================ Date/Time: 2026-07-16 23:31:26 Experiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 3 Scenario seed: -1064509833421198483 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 27.78% Blocker-prone seat share (topology component): 60.46% Aisle-assignment balance: 90.85% OUTCOME ------- Status: SUCCESS Completed ticks: 1181 Passengers seated: 306/306 Average waiting ticks: 539.97 Longest waiting passenger: P205->3F(LEFT) Longest waiting ticks: 1171 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles18-21:occupied=3:anchor=P218:selected=P237:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 10 Regions dissolved: 1 Repeated reconstructions avoided: 10 Largest region lifetime: 11 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=11 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2940 Maximum occupied tiles: 18 Seat events: 167 Single-blocker events: 46 Multiple-blocker events: 18 Temporary aisle reoccupations: 85 RIGHT AISLE ----------- Total moves: 2427 Maximum occupied tiles: 17 Seat events: 139 Single-blocker events: 34 Multiple-blocker events: 10 Temporary aisle reoccupations: 54 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 125 Reservations granted: 121 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 10036 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 11020 Total stationary ticks: 174085 Seat-event requests: 315 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 571 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 571 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 318\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 7\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 03 | standardDataset=306/306 (100.00%) | geometryWeightedDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | geometryWeightedWorse=false | standardFamily=COMPLETE_CABIN | geometryWeightedFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 24 GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES ============================================================ Date/Time: 2026-07-16 23:31:26 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 4 Scenario seed: 7274058025060234938 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.77% Blocker-prone seat share (topology component): 75.88% Aisle-assignment balance: 93.86% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2365 Passengers seated: 226/228 Average waiting ticks: 398.28 Longest waiting passenger: P227->28F(LEFT) Longest waiting ticks: 2283 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 17 Regions dissolved: 1 Repeated reconstructions avoided: 17 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=18 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1789 Maximum occupied tiles: 14 Seat events: 119 Single-blocker events: 33 Multiple-blocker events: 12 Temporary aisle reoccupations: 59 RIGHT AISLE ----------- Total moves: 1509 Maximum occupied tiles: 10 Seat events: 107 Single-blocker events: 23 Multiple-blocker events: 10 Temporary aisle reoccupations: 44 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1622 Reservations granted: 1622 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4118 Longest unresolved passenger ID: 146 Longest unresolved row: 30 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 1 Longest dependency chain: P146(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 146 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8146 Total stationary ticks: 94195 Seat-event requests: 1739 Failed seat-event starts: 1513 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 146 Critical blocker identity: P146->30F(LEFT) Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 1 Critical tree depth: 1 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P146(30F/LEFT/WAITING_FOR_SEAT_EVENT) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1513 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1513 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 538 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 31|32|33 Current unavailable yield tiles: 31|32|33 Current yield-tile occupants: -1|-1|-1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1739\nPrecedence substitutions made: 2\nDependency chains followed: 1509\nBlocked by waiting-row occupant: 1509\nSubstituted events started: 2\nOccupied-space rejections: 1514\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 24 GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES ============================================================ Date/Time: 2026-07-16 23:31:26 Experiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 4 Scenario seed: 7274058025060234938 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 33.77% Blocker-prone seat share (topology component): 75.88% Aisle-assignment balance: 93.86% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2345 Passengers seated: 226/228 Average waiting ticks: 411.31 Longest waiting passenger: P227->28F(LEFT) Longest waiting ticks: 2272 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1789 Maximum occupied tiles: 15 Seat events: 119 Single-blocker events: 34 Multiple-blocker events: 12 Temporary aisle reoccupations: 61 RIGHT AISLE ----------- Total moves: 1509 Maximum occupied tiles: 14 Seat events: 107 Single-blocker events: 25 Multiple-blocker events: 8 Temporary aisle reoccupations: 42 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1752 Reservations granted: 1745 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6109 Longest unresolved passenger ID: 146 Longest unresolved row: 30 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 1 Longest dependency chain: P146(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 146 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 10907 Total stationary ticks: 99009 Seat-event requests: 1862 Failed seat-event starts: 1636 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 146 Critical blocker identity: P146->30F(LEFT) Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 1 Critical tree depth: 1 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P146(30F/LEFT/WAITING_FOR_SEAT_EVENT) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1636 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1636 Rear-boundary failures: 0 Middle-bank reservation failures: 7 Active-event deferrals: 1067 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 31|32|33 Current unavailable yield tiles: 31|32|33 Current yield-tile occupants: -1|-1|-1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1869\nPrecedence substitutions made: 4\nDependency chains followed: 1636\nBlocked by waiting-row occupant: 1636\nSubstituted events started: 6\nOccupied-space rejections: 1638\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 04 | standardDataset=226/228 (99.12%) | geometryWeightedDataset=226/228 (99.12%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | geometryWeightedWorse=false | standardFamily=REAR_BOUNDARY_LOCK | geometryWeightedFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 24 GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES ============================================================ Date/Time: 2026-07-16 23:31:26 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 5 Scenario seed: -6917015326788615388 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 245 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.43% Blocker-prone seat share (topology component): 65.71% Aisle-assignment balance: 94.69% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2418 Passengers seated: 239/245 Average waiting ticks: 410.04 Longest waiting passenger: P89->32A(LEFT) Longest waiting ticks: 2351 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 3 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 6 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1803 Regions dissolved: 0 Repeated reconstructions avoided: 1803 Largest region lifetime: 1804 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1804:occupied=6 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1677 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1777 Maximum occupied tiles: 14 Seat events: 110 Single-blocker events: 30 Multiple-blocker events: 10 Temporary aisle reoccupations: 50 RIGHT AISLE ----------- Total moves: 2014 Maximum occupied tiles: 12 Seat events: 129 Single-blocker events: 29 Multiple-blocker events: 9 Temporary aisle reoccupations: 47 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 84 Reservations granted: 84 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 5 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 9039 Longest unresolved passenger ID: 50 Longest unresolved row: 32 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 6 Longest dependency chain: P153(29A/LEFT) -> P175(30B/LEFT) -> P210(30C/LEFT) -> P107(32E/LEFT) -> P50(32D/LEFT) -> P89(32A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 153 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 5 Total blocked ticks: 15892 Total stationary ticks: 112835 Seat-event requests: 1931 Failed seat-event starts: 1692 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 89 Critical blocker identity: P89->32A(LEFT) Direct fan-out: 1 Total indirect descendants: 5 Critical tree size including blocker: 6 Critical tree depth: 6 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 6 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P89(32A/LEFT/WAITING_FOR_SEAT_EVENT) P50(32D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P107(32E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P210(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P175(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P153(29A/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1687 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 1 Critical blocker required yield tiles: 33 Critical blocker unavailable yield tiles: 33 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 1687 Middle-bank reservation failures: 0 Active-event deferrals: 579 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 1 Current required yield tiles: 33 Current unavailable yield tiles: 33 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1931\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 24 GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES ============================================================ Date/Time: 2026-07-16 23:31:26 Experiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 5 Scenario seed: -6917015326788615388 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 245 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 31.43% Blocker-prone seat share (topology component): 65.71% Aisle-assignment balance: 94.69% OUTCOME ------- Status: SUCCESS Completed ticks: 903 Passengers seated: 245/245 Average waiting ticks: 411.20 Longest waiting passenger: P230->4F(RIGHT) Longest waiting ticks: 889 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: LEFT:tiles16-18:occupied=3:anchor=P173:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 15 Regions dissolved: 1 Repeated reconstructions avoided: 15 Largest region lifetime: 16 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=16 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1785 Maximum occupied tiles: 19 Seat events: 116 Single-blocker events: 34 Multiple-blocker events: 10 Temporary aisle reoccupations: 54 RIGHT AISLE ----------- Total moves: 2014 Maximum occupied tiles: 15 Seat events: 129 Single-blocker events: 30 Multiple-blocker events: 9 Temporary aisle reoccupations: 48 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 87 Reservations granted: 87 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7706 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8566 Total stationary ticks: 107567 Seat-event requests: 250 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 481 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 481 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 7\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 05 | standardDataset=239/245 (97.55%) | geometryWeightedDataset=245/245 (100.00%) | seatedDelta=+6 | completionDelta=+2.45% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=true | geometryWeightedWorse=false | standardFamily=REAR_BOUNDARY_LOCK | geometryWeightedFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 24 GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES ============================================================ Date/Time: 2026-07-16 23:31:27 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 6 Scenario seed: -6052676718379281108 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.09% Blocker-prone seat share (topology component): 61.42% Aisle-assignment balance: 98.15% OUTCOME ------- Status: SUCCESS Completed ticks: 1176 Passengers seated: 324/324 Average waiting ticks: 531.73 Longest waiting passenger: P170->33I(RIGHT) Longest waiting ticks: 1101 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R2:age=2:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 32 Regions dissolved: 2 Repeated reconstructions avoided: 32 Largest region lifetime: 19 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=19 Confirmation deferral ticks: 3 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2704 Maximum occupied tiles: 15 Seat events: 159 Single-blocker events: 38 Multiple-blocker events: 16 Temporary aisle reoccupations: 75 RIGHT AISLE ----------- Total moves: 2998 Maximum occupied tiles: 16 Seat events: 165 Single-blocker events: 54 Multiple-blocker events: 18 Temporary aisle reoccupations: 93 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 145 Reservations granted: 142 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7449 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9042 Total stationary ticks: 178799 Seat-event requests: 340 Failed seat-event starts: 16 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 755 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 16 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 755 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 343\nPrecedence substitutions made: 9\nDependency chains followed: 11\nBlocked by waiting-row occupant: 11\nSubstituted events started: 10\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 24 GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES ============================================================ Date/Time: 2026-07-16 23:31:27 Experiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 6 Scenario seed: -6052676718379281108 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 28.09% Blocker-prone seat share (topology component): 61.42% Aisle-assignment balance: 98.15% OUTCOME ------- Status: SUCCESS Completed ticks: 1184 Passengers seated: 324/324 Average waiting ticks: 541.65 Longest waiting passenger: P245->8A(LEFT) Longest waiting ticks: 1166 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 33 Regions dissolved: 2 Repeated reconstructions avoided: 33 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2704 Maximum occupied tiles: 19 Seat events: 159 Single-blocker events: 39 Multiple-blocker events: 15 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 2998 Maximum occupied tiles: 19 Seat events: 165 Single-blocker events: 54 Multiple-blocker events: 19 Temporary aisle reoccupations: 95 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 141 Reservations granted: 140 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 11870 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 13133 Total stationary ticks: 186249 Seat-event requests: 335 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 636 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 636 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 336\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 8\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 06 | standardDataset=324/324 (100.00%) | geometryWeightedDataset=324/324 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | geometryWeightedWorse=false | standardFamily=COMPLETE_CABIN | geometryWeightedFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 24 GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES ============================================================ Date/Time: 2026-07-16 23:31:27 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 7 Scenario seed: -4884639050347842300 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.39% Blocker-prone seat share (topology component): 67.15% Aisle-assignment balance: 95.62% OUTCOME ------- Status: SUCCESS Completed ticks: 1030 Passengers seated: 274/274 Average waiting ticks: 463.15 Longest waiting passenger: P183->19E(RIGHT) Longest waiting ticks: 980 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles21-23:occupied=3:anchor=P164:selected=P134:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2017 Maximum occupied tiles: 14 Seat events: 131 Single-blocker events: 38 Multiple-blocker events: 12 Temporary aisle reoccupations: 62 RIGHT AISLE ----------- Total moves: 2235 Maximum occupied tiles: 10 Seat events: 143 Single-blocker events: 48 Multiple-blocker events: 14 Temporary aisle reoccupations: 76 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 98 Reservations granted: 98 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4791 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5929 Total stationary ticks: 130757 Seat-event requests: 286 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 595 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 595 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 285\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 24 GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES ============================================================ Date/Time: 2026-07-16 23:31:27 Experiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 7 Scenario seed: -4884639050347842300 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 31.39% Blocker-prone seat share (topology component): 67.15% Aisle-assignment balance: 95.62% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2456 Passengers seated: 256/274 Average waiting ticks: 473.85 Longest waiting passenger: P87->24F(LEFT) Longest waiting ticks: 2403 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 9 Cluster candidates evaluated: 4 Executable cluster candidates: 0 Rejected cluster candidates: 4 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 10 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 4245 Regions dissolved: 0 Repeated reconstructions avoided: 4245 Largest region lifetime: 2131 Maximum simultaneous active regions: 2 Regions active at termination: 2 Last lifecycle event: UPDATE:R2:age=2116:occupied=10 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1772 State changes reopening evaluation: 7 Region priority competitions: 1638 Regions ranked: 3276 Hierarchical selections: 1638 Lower-priority evaluations deferred: 1595 Highest selected priority score: 11110 Left/right priority wins: 3/1635 Priority ties: 0 Last priority decision: LEFT:R1:score=8910 | RIGHT:R2:score=11110 | selected=RIGHT LEFT AISLE ---------- Total moves: 2002 Maximum occupied tiles: 19 Seat events: 123 Single-blocker events: 36 Multiple-blocker events: 8 Temporary aisle reoccupations: 52 RIGHT AISLE ----------- Total moves: 2207 Maximum occupied tiles: 20 Seat events: 133 Single-blocker events: 42 Multiple-blocker events: 11 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1802 Reservations granted: 1799 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 13 Remaining waiting at row: 5 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 27764 Longest unresolved passenger ID: 52 Longest unresolved row: 32 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 5 Longest dependency chain: P21(32D/RIGHT) -> P213(31G/RIGHT) -> P166(32I/RIGHT) -> P52(32E/RIGHT) -> P154(32H/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 21 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 13 Total blocked ticks: 46472 Total stationary ticks: 164013 Seat-event requests: 3657 Failed seat-event starts: 3401 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 145 Critical blocker identity: P145->27H(RIGHT) Direct fan-out: 1 Total indirect descendants: 4 Critical tree size including blocker: 5 Critical tree depth: 5 Frozen internal components: 5 Terminal WAITING_FOR_SEAT_EVENT nodes: 5 Unresolved internal passengers: 18 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 13 Critical blocker tree: P145(27H/RIGHT/WAITING_FOR_SEAT_EVENT) P167(29D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P128(31H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P137(26H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P117(31E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 3374 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 28 Critical blocker unavailable yield tiles: 28 Critical blocker yield-tile occupants: 21 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 3 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 3374 Rear-boundary failures: 27 Middle-bank reservation failures: 3 Active-event deferrals: 2063 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 5 Yield-occupant trace: yieldOccupant[21]: P21(32D/RIGHT/MOVING_IN_AISLE@tile28) -> P213(31G/RIGHT/MOVING_IN_AISLE@tile29) -> P166(32I/RIGHT/MOVING_IN_AISLE@tile30) -> P52(32E/RIGHT/MOVING_IN_AISLE@tile31) -> P154(32H/RIGHT/WAITING_AT_ROW@tile32) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P154->32H(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P21{seat=32D,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=28,directBlocker=213,lastMoveTick=346,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 28 Current unavailable yield tiles: 28 Current yield-tile occupants: 21 Final row-event chain: 145|21|213|166|52|154 Final row-event chain length: 6 Distinct row events in chain: 6 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 5 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3660\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 3377\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 07 | standardDataset=274/274 (100.00%) | geometryWeightedDataset=256/274 (93.43%) | seatedDelta=-18 | completionDelta=-6.57% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | geometryWeightedWorse=true | standardFamily=COMPLETE_CABIN | geometryWeightedFamily=MOVING_PASSENGER_YIELD_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 24 GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES ============================================================ Date/Time: 2026-07-16 23:31:27 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 8 Scenario seed: 5987859498965562411 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.77% Blocker-prone seat share (topology component): 76.56% Aisle-assignment balance: 93.75% OUTCOME ------- Status: SUCCESS Completed ticks: 722 Passengers seated: 192/192 Average waiting ticks: 309.84 Longest waiting passenger: P6->4H(RIGHT) Longest waiting ticks: 667 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1286 Maximum occupied tiles: 12 Seat events: 90 Single-blocker events: 17 Multiple-blocker events: 6 Temporary aisle reoccupations: 30 RIGHT AISLE ----------- Total moves: 1496 Maximum occupied tiles: 11 Seat events: 102 Single-blocker events: 22 Multiple-blocker events: 7 Temporary aisle reoccupations: 37 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 99 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3347 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4372 Total stationary ticks: 62355 Seat-event requests: 198 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 512 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 512 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 198\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 24 GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES ============================================================ Date/Time: 2026-07-16 23:31:27 Experiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 8 Scenario seed: 5987859498965562411 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 31.77% Blocker-prone seat share (topology component): 76.56% Aisle-assignment balance: 93.75% OUTCOME ------- Status: SUCCESS Completed ticks: 705 Passengers seated: 192/192 Average waiting ticks: 311.49 Longest waiting passenger: P6->4H(RIGHT) Longest waiting ticks: 684 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: RIGHT:tiles10-14:occupied=4:anchor=P191:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 40 Regions dissolved: 3 Repeated reconstructions avoided: 40 Largest region lifetime: 21 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=21 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1286 Maximum occupied tiles: 16 Seat events: 90 Single-blocker events: 18 Multiple-blocker events: 4 Temporary aisle reoccupations: 27 RIGHT AISLE ----------- Total moves: 1496 Maximum occupied tiles: 17 Seat events: 102 Single-blocker events: 23 Multiple-blocker events: 8 Temporary aisle reoccupations: 40 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 105 Reservations granted: 98 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5759 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6709 Total stationary ticks: 65074 Seat-event requests: 202 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 440 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 7 Active-event deferrals: 440 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 209\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 08 | standardDataset=192/192 (100.00%) | geometryWeightedDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | geometryWeightedWorse=false | standardFamily=COMPLETE_CABIN | geometryWeightedFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 24 GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES ============================================================ Date/Time: 2026-07-16 23:31:27 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 9 Scenario seed: 7140648722707885309 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.26% Blocker-prone seat share (topology component): 73.15% Aisle-assignment balance: 95.37% OUTCOME ------- Status: SUCCESS Completed ticks: 808 Passengers seated: 216/216 Average waiting ticks: 349.20 Longest waiting passenger: P151->29F(LEFT) Longest waiting ticks: 737 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 51 Regions dissolved: 2 Repeated reconstructions avoided: 51 Largest region lifetime: 35 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1614 Maximum occupied tiles: 12 Seat events: 113 Single-blocker events: 26 Multiple-blocker events: 8 Temporary aisle reoccupations: 46 RIGHT AISLE ----------- Total moves: 1539 Maximum occupied tiles: 12 Seat events: 103 Single-blocker events: 22 Multiple-blocker events: 9 Temporary aisle reoccupations: 42 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 119 Reservations granted: 119 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4087 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5106 Total stationary ticks: 78919 Seat-event requests: 224 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 487 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 487 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 224\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 24 GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES ============================================================ Date/Time: 2026-07-16 23:31:27 Experiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 9 Scenario seed: 7140648722707885309 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 34.26% Blocker-prone seat share (topology component): 73.15% Aisle-assignment balance: 95.37% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2278 Passengers seated: 212/216 Average waiting ticks: 361.31 Longest waiting passenger: P195->29D(LEFT) Longest waiting ticks: 2194 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 5 Cluster candidates evaluated: 5 Executable cluster candidates: 1 Rejected cluster candidates: 4 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 2030 Regions dissolved: 2 Repeated reconstructions avoided: 2030 Largest region lifetime: 2001 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2001:occupied=4 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1617 State changes reopening evaluation: 3 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1610 Maximum occupied tiles: 16 Seat events: 109 Single-blocker events: 22 Multiple-blocker events: 8 Temporary aisle reoccupations: 41 RIGHT AISLE ----------- Total moves: 1539 Maximum occupied tiles: 16 Seat events: 103 Single-blocker events: 23 Multiple-blocker events: 7 Temporary aisle reoccupations: 41 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1767 Reservations granted: 1755 Reservations denied/waited: 12 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 2 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6393 Longest unresolved passenger ID: 181 Longest unresolved row: 30 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P151(29F/LEFT) -> P181(30B/LEFT) -> P195(29D/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 151 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 2 Total blocked ticks: 15324 Total stationary ticks: 87702 Seat-event requests: 1859 Failed seat-event starts: 1647 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 195 Critical blocker identity: P195->29D(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 4 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P195(29D/LEFT/WAITING_FOR_SEAT_EVENT) P181(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P151(29F/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1647 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 103 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1647 Rear-boundary failures: 0 Middle-bank reservation failures: 12 Active-event deferrals: 1090 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[103]: P103(30E/LEFT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P103->30E(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P103{seat=30E,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=205,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 30 Current unavailable yield tiles: 30 Current yield-tile occupants: 103 Final row-event chain: 195|103 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1870\nPrecedence substitutions made: 5\nDependency chains followed: 1646\nBlocked by waiting-row occupant: 1646\nSubstituted events started: 7\nOccupied-space rejections: 1654\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 09 | standardDataset=216/216 (100.00%) | geometryWeightedDataset=212/216 (98.15%) | seatedDelta=-4 | completionDelta=-1.85% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | geometryWeightedWorse=true | standardFamily=COMPLETE_CABIN | geometryWeightedFamily=LINKED_ROW_EVENT_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 24 GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES ============================================================ Date/Time: 2026-07-16 23:31:27 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 10 Scenario seed: -4639142616902254495 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.81% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 97.92% OUTCOME ------- Status: SUCCESS Completed ticks: 697 Passengers seated: 192/192 Average waiting ticks: 306.85 Longest waiting passenger: P149->22C(LEFT) Longest waiting ticks: 639 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 3 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 6 Last cluster decision: LEFT:tiles17-20:occupied=3:anchor=P130:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 20 Regions dissolved: 2 Repeated reconstructions avoided: 20 Largest region lifetime: 11 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=11 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1445 Maximum occupied tiles: 11 Seat events: 98 Single-blocker events: 25 Multiple-blocker events: 13 Temporary aisle reoccupations: 52 RIGHT AISLE ----------- Total moves: 1338 Maximum occupied tiles: 11 Seat events: 94 Single-blocker events: 29 Multiple-blocker events: 8 Temporary aisle reoccupations: 49 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 108 Reservations granted: 106 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3566 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4804 Total stationary ticks: 62094 Seat-event requests: 208 Failed seat-event starts: 16 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 534 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 16 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 534 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 209\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 19\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 24 GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES ============================================================ Date/Time: 2026-07-16 23:31:27 Experiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 10 Scenario seed: -4639142616902254495 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 32.81% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 97.92% OUTCOME ------- Status: SUCCESS Completed ticks: 680 Passengers seated: 192/192 Average waiting ticks: 307.47 Longest waiting passenger: P133->5B(LEFT) Longest waiting ticks: 664 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1445 Maximum occupied tiles: 17 Seat events: 98 Single-blocker events: 25 Multiple-blocker events: 14 Temporary aisle reoccupations: 54 RIGHT AISLE ----------- Total moves: 1338 Maximum occupied tiles: 15 Seat events: 94 Single-blocker events: 28 Multiple-blocker events: 8 Temporary aisle reoccupations: 47 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 103 Reservations granted: 102 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5660 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6443 Total stationary ticks: 64020 Seat-event requests: 195 Failed seat-event starts: 3 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 425 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 3 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 425 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 196\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 10 | standardDataset=192/192 (100.00%) | geometryWeightedDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | geometryWeightedWorse=false | standardFamily=COMPLETE_CABIN | geometryWeightedFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 24 GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES ============================================================ Date/Time: 2026-07-16 23:31:27 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 11 Scenario seed: 9123245050518735552 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 92.20% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2494 Passengers seated: 270/282 Average waiting ticks: 473.64 Longest waiting passenger: P24->24I(RIGHT) Longest waiting ticks: 2455 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 12 Cluster candidates evaluated: 8 Executable cluster candidates: 1 Rejected cluster candidates: 7 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 12 Selected release potential total: 7 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1699 Regions dissolved: 1 Repeated reconstructions avoided: 1699 Largest region lifetime: 1651 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1651:occupied=12 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1535 State changes reopening evaluation: 10 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2077 Maximum occupied tiles: 13 Seat events: 130 Single-blocker events: 42 Multiple-blocker events: 16 Temporary aisle reoccupations: 74 RIGHT AISLE ----------- Total moves: 2286 Maximum occupied tiles: 17 Seat events: 140 Single-blocker events: 40 Multiple-blocker events: 13 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 149 Reservations granted: 144 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 10 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 16374 Longest unresolved passenger ID: 102 Longest unresolved row: 32 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 7 Longest dependency chain: P124(27G/RIGHT) -> P77(32I/RIGHT) -> P133(29G/RIGHT) -> P79(31G/RIGHT) -> P11(31I/RIGHT) -> P102(32E/RIGHT) -> P36(31D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 124 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 10 Total blocked ticks: 25823 Total stationary ticks: 153991 Seat-event requests: 1843 Failed seat-event starts: 1573 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 36 Critical blocker identity: P36->31D(RIGHT) Direct fan-out: 1 Total indirect descendants: 6 Critical tree size including blocker: 7 Critical tree depth: 7 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 12 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 5 Critical blocker tree: P36(31D/RIGHT/WAITING_FOR_SEAT_EVENT) P102(32E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P11(31I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P79(31G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P133(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P77(32I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P124(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1520 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 2 Critical blocker required yield tiles: 32|33 Critical blocker unavailable yield tiles: 33 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1520 Rear-boundary failures: 53 Middle-bank reservation failures: 5 Active-event deferrals: 804 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 32|33 Current unavailable yield tiles: 33 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1847\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 1525\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 24 GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES ============================================================ Date/Time: 2026-07-16 23:31:27 Experiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 11 Scenario seed: 9123245050518735552 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 92.20% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2182 Passengers seated: 171/282 Average waiting ticks: 870.80 Longest waiting passenger: P0->8H(RIGHT) Longest waiting ticks: 2182 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 30 Cluster candidates evaluated: 28 Executable cluster candidates: 0 Rejected cluster candidates: 28 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 17 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1869 Regions dissolved: 0 Repeated reconstructions avoided: 1869 Largest region lifetime: 1870 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1870:occupied=15 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1654 State changes reopening evaluation: 29 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1941 Maximum occupied tiles: 16 Seat events: 95 Single-blocker events: 35 Multiple-blocker events: 12 Temporary aisle reoccupations: 59 RIGHT AISLE ----------- Total moves: 1946 Maximum occupied tiles: 29 Seat events: 76 Single-blocker events: 19 Multiple-blocker events: 2 Temporary aisle reoccupations: 23 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 81 Reservations granted: 81 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 82 Remaining moving in aisle: 24 Remaining waiting at row: 5 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 41355 Longest unresolved passenger ID: 0 Longest unresolved row: 8 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 12 Longest dependency chain: P54(19I/RIGHT) -> P97(10D/RIGHT) -> P173(15I/RIGHT) -> P213(18H/RIGHT) -> P208(12D/RIGHT) -> P13(20I/RIGHT) -> P192(15G/RIGHT) -> P196(10F/RIGHT) -> P107(15E/RIGHT) -> P37(17D/RIGHT) -> P136(19G/RIGHT) -> P90(12I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 54 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 24 Total blocked ticks: 57964 Total stationary ticks: 293714 Seat-event requests: 1872 Failed seat-event starts: 1701 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 90 Critical blocker identity: P90->12I(RIGHT) Direct fan-out: 1 Total indirect descendants: 11 Critical tree size including blocker: 12 Critical tree depth: 12 Frozen internal components: 5 Terminal WAITING_FOR_SEAT_EVENT nodes: 5 Unresolved internal passengers: 29 Unresolved outside passengers: 82 Unresolved internal passengers outside critical tree: 17 Critical blocker tree: P90(12I/RIGHT/WAITING_FOR_SEAT_EVENT) P136(19G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P37(17D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P107(15E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P196(10F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P192(15G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P13(20I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P208(12D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P213(18H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P173(15I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P97(10D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P54(19I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1682 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 13|14 Critical blocker unavailable yield tiles: 14 Critical blocker yield-tile occupants: 207 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 4 Yield-tile occupied failures: 1682 Rear-boundary failures: 19 Middle-bank reservation failures: 0 Active-event deferrals: 629 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 3 Yield-occupant trace: yieldOccupant[207]: P207(20G/RIGHT/MOVING_IN_AISLE@tile14) -> P93(17I/RIGHT/MOVING_IN_AISLE@tile15) -> P234(16D/RIGHT/WAITING_AT_ROW@tile16) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P234->16D(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P207{seat=20G,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=14,directBlocker=93,lastMoveTick=571,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 13|14 Current unavailable yield tiles: 14 Current yield-tile occupants: 207 Final row-event chain: 90|207|93|234 Final row-event chain length: 4 Distinct row events in chain: 4 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 5 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1872\nPrecedence substitutions made: 2\nDependency chains followed: 8\nBlocked by waiting-row occupant: 8\nSubstituted events started: 2\nOccupied-space rejections: 3325\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 11 | standardDataset=270/282 (95.74%) | geometryWeightedDataset=171/282 (60.64%) | seatedDelta=-99 | completionDelta=-35.11% | outsideDelta=+82 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | geometryWeightedWorse=true | standardFamily=REAR_BOUNDARY_LOCK | geometryWeightedFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 24 GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES ============================================================ Date/Time: 2026-07-16 23:31:27 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 12 Scenario seed: -1434714116839518672 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 75.74% Aisle-assignment balance: 94.47% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2303 Passengers seated: 225/235 Average waiting ticks: 409.68 Longest waiting passenger: P152->16G(RIGHT) Longest waiting ticks: 2303 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 2 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 6 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1506 Regions dissolved: 0 Repeated reconstructions avoided: 1506 Largest region lifetime: 1507 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1507:occupied=6 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1498 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1538 Maximum occupied tiles: 13 Seat events: 111 Single-blocker events: 26 Multiple-blocker events: 11 Temporary aisle reoccupations: 50 RIGHT AISLE ----------- Total moves: 1747 Maximum occupied tiles: 12 Seat events: 114 Single-blocker events: 30 Multiple-blocker events: 7 Temporary aisle reoccupations: 47 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1620 Reservations granted: 1620 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 1 Remaining moving in aisle: 6 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 9530 Longest unresolved passenger ID: 152 Longest unresolved row: 16 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 6 Longest dependency chain: P133(17E/RIGHT) -> P153(17G/RIGHT) -> P205(24C/RIGHT) -> P9(19H/RIGHT) -> P76(26E/RIGHT) -> P67(6C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 133 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 6 Total blocked ticks: 18945 Total stationary ticks: 109018 Seat-event requests: 1734 Failed seat-event starts: 1509 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 67 Critical blocker identity: P67->6C(RIGHT) Direct fan-out: 1 Total indirect descendants: 5 Critical tree size including blocker: 6 Critical tree depth: 6 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 9 Unresolved outside passengers: 1 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P67(6C/RIGHT/WAITING_FOR_SEAT_EVENT) P76(26E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P9(19H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P205(24C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P153(17G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P133(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1509 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 7|8|9 Critical blocker unavailable yield tiles: 9 Critical blocker yield-tile occupants: 204 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1509 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 513 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[204]: P204(25F/RIGHT/MOVING_IN_AISLE@tile9) -> P122(10C/RIGHT/WAITING_AT_ROW@tile10) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P122->10C(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P204{seat=25F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=9,directBlocker=122,lastMoveTick=791,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 7|8|9 Current unavailable yield tiles: 9 Current yield-tile occupants: 204 Final row-event chain: 67|204|122 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 7\nOccupied-space rejections: 1513\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 24 GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES ============================================================ Date/Time: 2026-07-16 23:31:27 Experiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 12 Scenario seed: -1434714116839518672 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 75.74% Aisle-assignment balance: 94.47% OUTCOME ------- Status: SUCCESS Completed ticks: 862 Passengers seated: 235/235 Average waiting ticks: 395.10 Longest waiting passenger: P136->1H(RIGHT) Longest waiting ticks: 848 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 33 Regions dissolved: 2 Repeated reconstructions avoided: 33 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=17 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1538 Maximum occupied tiles: 16 Seat events: 111 Single-blocker events: 23 Multiple-blocker events: 8 Temporary aisle reoccupations: 41 RIGHT AISLE ----------- Total moves: 1866 Maximum occupied tiles: 15 Seat events: 124 Single-blocker events: 35 Multiple-blocker events: 14 Temporary aisle reoccupations: 69 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 124 Reservations granted: 124 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6923 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7711 Total stationary ticks: 98959 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 378 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 378 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 242\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 12 | standardDataset=225/235 (95.74%) | geometryWeightedDataset=235/235 (100.00%) | seatedDelta=+10 | completionDelta=+4.26% | outsideDelta=-1 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=true | geometryWeightedWorse=false | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | geometryWeightedFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 24 GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES ============================================================ Date/Time: 2026-07-16 23:31:27 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 13 Scenario seed: 7696226853648624445 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.78% Blocker-prone seat share (topology component): 59.65% Aisle-assignment balance: 94.74% OUTCOME ------- Status: SUCCESS Completed ticks: 1267 Passengers seated: 342/342 Average waiting ticks: 562.98 Longest waiting passenger: P1->23E(LEFT) Longest waiting ticks: 1201 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 48 Regions dissolved: 3 Repeated reconstructions avoided: 48 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=23 Confirmation deferral ticks: 3 Regions reaching confirmation: 0 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3204 Maximum occupied tiles: 14 Seat events: 180 Single-blocker events: 52 Multiple-blocker events: 25 Temporary aisle reoccupations: 106 RIGHT AISLE ----------- Total moves: 2845 Maximum occupied tiles: 13 Seat events: 162 Single-blocker events: 41 Multiple-blocker events: 29 Temporary aisle reoccupations: 105 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 156 Reservations granted: 154 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7845 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9443 Total stationary ticks: 199282 Seat-event requests: 358 Failed seat-event starts: 16 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 766 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 16 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 766 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 360\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 6\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 24 GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES ============================================================ Date/Time: 2026-07-16 23:31:27 Experiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 13 Scenario seed: 7696226853648624445 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 27.78% Blocker-prone seat share (topology component): 59.65% Aisle-assignment balance: 94.74% OUTCOME ------- Status: SUCCESS Completed ticks: 1252 Passengers seated: 342/342 Average waiting ticks: 571.34 Longest waiting passenger: P183->9G(LEFT) Longest waiting ticks: 1221 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 6 Selected release potential total: 5 Last cluster decision: LEFT:region=R4:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 100 Regions dissolved: 4 Repeated reconstructions avoided: 100 Largest region lifetime: 43 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=13 Confirmation deferral ticks: 6 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3204 Maximum occupied tiles: 20 Seat events: 180 Single-blocker events: 52 Multiple-blocker events: 28 Temporary aisle reoccupations: 113 RIGHT AISLE ----------- Total moves: 2845 Maximum occupied tiles: 20 Seat events: 162 Single-blocker events: 40 Multiple-blocker events: 26 Temporary aisle reoccupations: 98 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 159 Reservations granted: 157 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 12539 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 14137 Total stationary ticks: 206793 Seat-event requests: 361 Failed seat-event starts: 19 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 791 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 18 Rear-boundary failures: 1 Middle-bank reservation failures: 2 Active-event deferrals: 791 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 362\nPrecedence substitutions made: 9\nDependency chains followed: 10\nBlocked by waiting-row occupant: 10\nSubstituted events started: 11\nOccupied-space rejections: 32\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 13 | standardDataset=342/342 (100.00%) | geometryWeightedDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=4 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | geometryWeightedWorse=false | standardFamily=COMPLETE_CABIN | geometryWeightedFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 24 GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES ============================================================ Date/Time: 2026-07-16 23:31:27 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 14 Scenario seed: 287374858204591444 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.82% Blocker-prone seat share (topology component): 67.57% Aisle-assignment balance: 96.53% OUTCOME ------- Status: SUCCESS Completed ticks: 954 Passengers seated: 259/259 Average waiting ticks: 431.82 Longest waiting passenger: P123->9C(LEFT) Longest waiting ticks: 913 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2026 Maximum occupied tiles: 10 Seat events: 134 Single-blocker events: 29 Multiple-blocker events: 19 Temporary aisle reoccupations: 67 RIGHT AISLE ----------- Total moves: 2033 Maximum occupied tiles: 12 Seat events: 125 Single-blocker events: 34 Multiple-blocker events: 8 Temporary aisle reoccupations: 50 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 89 Reservations granted: 86 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4974 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5984 Total stationary ticks: 115920 Seat-event requests: 265 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 547 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 547 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 268\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 24 GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES ============================================================ Date/Time: 2026-07-16 23:31:27 Experiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 14 Scenario seed: 287374858204591444 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 32.82% Blocker-prone seat share (topology component): 67.57% Aisle-assignment balance: 96.53% OUTCOME ------- Status: SUCCESS Completed ticks: 947 Passengers seated: 259/259 Average waiting ticks: 429.12 Longest waiting passenger: P123->9C(LEFT) Longest waiting ticks: 929 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2026 Maximum occupied tiles: 16 Seat events: 134 Single-blocker events: 31 Multiple-blocker events: 18 Temporary aisle reoccupations: 67 RIGHT AISLE ----------- Total moves: 2033 Maximum occupied tiles: 16 Seat events: 125 Single-blocker events: 34 Multiple-blocker events: 8 Temporary aisle reoccupations: 50 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 92 Reservations granted: 88 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8412 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9224 Total stationary ticks: 118579 Seat-event requests: 267 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 440 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 440 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 271\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 5\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 14 | standardDataset=259/259 (100.00%) | geometryWeightedDataset=259/259 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | geometryWeightedWorse=false | standardFamily=COMPLETE_CABIN | geometryWeightedFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 24 GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES ============================================================ Date/Time: 2026-07-16 23:31:27 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 15 Scenario seed: -3331492774947506373 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.09% Blocker-prone seat share (topology component): 59.57% Aisle-assignment balance: 97.53% OUTCOME ------- Status: SUCCESS Completed ticks: 1183 Passengers seated: 324/324 Average waiting ticks: 542.25 Longest waiting passenger: P132->4E(LEFT) Longest waiting ticks: 1114 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 4 Cluster candidates evaluated: 3 Executable cluster candidates: 1 Rejected cluster candidates: 2 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 6 Selected release potential total: 5 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 84 Regions dissolved: 3 Repeated reconstructions avoided: 84 Largest region lifetime: 40 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=28 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2764 Maximum occupied tiles: 14 Seat events: 166 Single-blocker events: 52 Multiple-blocker events: 23 Temporary aisle reoccupations: 100 RIGHT AISLE ----------- Total moves: 2817 Maximum occupied tiles: 15 Seat events: 158 Single-blocker events: 37 Multiple-blocker events: 29 Temporary aisle reoccupations: 102 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 151 Reservations granted: 148 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6380 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8094 Total stationary ticks: 180963 Seat-event requests: 350 Failed seat-event starts: 26 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 915 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 25 Rear-boundary failures: 1 Middle-bank reservation failures: 3 Active-event deferrals: 915 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 352\nPrecedence substitutions made: 3\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 4\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 24 GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES ============================================================ Date/Time: 2026-07-16 23:31:27 Experiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 15 Scenario seed: -3331492774947506373 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 28.09% Blocker-prone seat share (topology component): 59.57% Aisle-assignment balance: 97.53% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2631 Passengers seated: 316/324 Average waiting ticks: 553.17 Longest waiting passenger: P281->30F(LEFT) Longest waiting ticks: 2562 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 4 Cluster candidates evaluated: 10 Executable cluster candidates: 1 Rejected cluster candidates: 9 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 8 Selected release potential total: 2 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 2294 Regions dissolved: 1 Repeated reconstructions avoided: 2294 Largest region lifetime: 2285 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2285:occupied=8 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1695 State changes reopening evaluation: 3 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2752 Maximum occupied tiles: 20 Seat events: 158 Single-blocker events: 46 Multiple-blocker events: 22 Temporary aisle reoccupations: 93 RIGHT AISLE ----------- Total moves: 2817 Maximum occupied tiles: 18 Seat events: 158 Single-blocker events: 37 Multiple-blocker events: 28 Temporary aisle reoccupations: 99 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1831 Reservations granted: 1826 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 4 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 11044 Longest unresolved passenger ID: 165 Longest unresolved row: 35 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P201(33A/LEFT) -> P17(36E/LEFT) -> P165(35A/LEFT) -> P30(34B/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 201 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 4 Total blocked ticks: 30568 Total stationary ticks: 198209 Seat-event requests: 2044 Failed seat-event starts: 1728 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 30 Critical blocker identity: P30->34B(LEFT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 8 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 4 Critical blocker tree: P30(34B/LEFT/WAITING_FOR_SEAT_EVENT) P165(35A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P17(36E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P201(33A/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 2486 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 1 Critical blocker required yield tiles: 35 Critical blocker unavailable yield tiles: 35 Critical blocker yield-tile occupants: 232 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 4 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1727 Rear-boundary failures: 1 Middle-bank reservation failures: 5 Active-event deferrals: 2486 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[232]: P232(35B/LEFT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P232->35B(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: P232{seat=35B,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=35,directBlocker=-1,lastMoveTick=330,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 35 Current unavailable yield tiles: 35 Current yield-tile occupants: 232 Final row-event chain: 30|232 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 4 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2048\nPrecedence substitutions made: 4\nDependency chains followed: 22\nBlocked by waiting-row occupant: 35\nSubstituted events started: 7\nOccupied-space rejections: 3594\nMaximum scheduling-chain depth: 3\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 15 | standardDataset=324/324 (100.00%) | geometryWeightedDataset=316/324 (97.53%) | seatedDelta=-8 | completionDelta=-2.47% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | geometryWeightedWorse=true | standardFamily=COMPLETE_CABIN | geometryWeightedFamily=LINKED_ROW_EVENT_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 24 GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES ============================================================ Date/Time: 2026-07-16 23:31:27 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 16 Scenario seed: 8970029813061739148 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.38% Blocker-prone seat share (topology component): 75.52% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 675 Passengers seated: 192/192 Average waiting ticks: 307.57 Longest waiting passenger: P181->4E(RIGHT) Longest waiting ticks: 641 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 4 Regions dissolved: 1 Repeated reconstructions avoided: 4 Largest region lifetime: 5 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=5 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1381 Maximum occupied tiles: 14 Seat events: 96 Single-blocker events: 19 Multiple-blocker events: 5 Temporary aisle reoccupations: 32 RIGHT AISLE ----------- Total moves: 1434 Maximum occupied tiles: 13 Seat events: 96 Single-blocker events: 24 Multiple-blocker events: 10 Temporary aisle reoccupations: 46 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 99 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3651 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4556 Total stationary ticks: 62139 Seat-event requests: 198 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 473 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 473 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 198\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 24 GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES ============================================================ Date/Time: 2026-07-16 23:31:27 Experiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 16 Scenario seed: 8970029813061739148 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 34.38% Blocker-prone seat share (topology component): 75.52% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 673 Passengers seated: 192/192 Average waiting ticks: 306.02 Longest waiting passenger: P163->7A(LEFT) Longest waiting ticks: 648 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles16-18:occupied=3:anchor=P27:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 51 Regions dissolved: 3 Repeated reconstructions avoided: 51 Largest region lifetime: 26 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=26 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1381 Maximum occupied tiles: 16 Seat events: 96 Single-blocker events: 21 Multiple-blocker events: 5 Temporary aisle reoccupations: 34 RIGHT AISLE ----------- Total moves: 1434 Maximum occupied tiles: 15 Seat events: 96 Single-blocker events: 26 Multiple-blocker events: 8 Temporary aisle reoccupations: 44 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 109 Reservations granted: 104 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5724 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6505 Total stationary ticks: 63867 Seat-event requests: 203 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 394 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 394 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 207\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 16 | standardDataset=192/192 (100.00%) | geometryWeightedDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | geometryWeightedWorse=false | standardFamily=COMPLETE_CABIN | geometryWeightedFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 24 GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES ============================================================ Date/Time: 2026-07-16 23:31:27 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 17 Scenario seed: 3184604032099438634 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 74.56% Aisle-assignment balance: 93.86% OUTCOME ------- Status: SUCCESS Completed ticks: 860 Passengers seated: 228/228 Average waiting ticks: 371.64 Longest waiting passenger: P46->28G(RIGHT) Longest waiting ticks: 801 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 27 Regions dissolved: 1 Repeated reconstructions avoided: 27 Largest region lifetime: 28 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=28 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1552 Maximum occupied tiles: 13 Seat events: 107 Single-blocker events: 23 Multiple-blocker events: 9 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1720 Maximum occupied tiles: 12 Seat events: 121 Single-blocker events: 28 Multiple-blocker events: 9 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 122 Reservations granted: 122 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4107 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5365 Total stationary ticks: 88256 Seat-event requests: 236 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 625 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 625 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 236\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 24 GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES ============================================================ Date/Time: 2026-07-16 23:31:27 Experiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 17 Scenario seed: 3184604032099438634 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 74.56% Aisle-assignment balance: 93.86% OUTCOME ------- Status: SUCCESS Completed ticks: 834 Passengers seated: 228/228 Average waiting ticks: 369.09 Longest waiting passenger: P172->2C(RIGHT) Longest waiting ticks: 818 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 58 Regions dissolved: 3 Repeated reconstructions avoided: 58 Largest region lifetime: 25 Maximum simultaneous active regions: 2 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=13 Confirmation deferral ticks: 3 Regions reaching confirmation: 0 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1552 Maximum occupied tiles: 17 Seat events: 107 Single-blocker events: 21 Multiple-blocker events: 10 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1720 Maximum occupied tiles: 18 Seat events: 121 Single-blocker events: 26 Multiple-blocker events: 10 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 121 Reservations granted: 121 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6872 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7800 Total stationary ticks: 90270 Seat-event requests: 236 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 504 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 504 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 236\nPrecedence substitutions made: 7\nDependency chains followed: 8\nBlocked by waiting-row occupant: 8\nSubstituted events started: 7\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 17 | standardDataset=228/228 (100.00%) | geometryWeightedDataset=228/228 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | geometryWeightedWorse=false | standardFamily=COMPLETE_CABIN | geometryWeightedFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 24 GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES ============================================================ Date/Time: 2026-07-16 23:31:27 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 18 Scenario seed: 3120322730829782475 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.43% Blocker-prone seat share (topology component): 60.13% Aisle-assignment balance: 94.77% OUTCOME ------- Status: SUCCESS Completed ticks: 1156 Passengers seated: 306/306 Average waiting ticks: 513.90 Longest waiting passenger: P231->18H(RIGHT) Longest waiting ticks: 1102 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 29 Regions dissolved: 2 Repeated reconstructions avoided: 29 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2475 Maximum occupied tiles: 14 Seat events: 145 Single-blocker events: 38 Multiple-blocker events: 16 Temporary aisle reoccupations: 72 RIGHT AISLE ----------- Total moves: 2744 Maximum occupied tiles: 12 Seat events: 161 Single-blocker events: 42 Multiple-blocker events: 21 Temporary aisle reoccupations: 88 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 136 Reservations granted: 136 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6095 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7295 Total stationary ticks: 162230 Seat-event requests: 320 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 655 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 655 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 320\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 24 GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES ============================================================ Date/Time: 2026-07-16 23:31:27 Experiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 18 Scenario seed: 3120322730829782475 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 28.43% Blocker-prone seat share (topology component): 60.13% Aisle-assignment balance: 94.77% OUTCOME ------- Status: SUCCESS Completed ticks: 1131 Passengers seated: 306/306 Average waiting ticks: 517.54 Longest waiting passenger: P142->6F(RIGHT) Longest waiting ticks: 1113 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 15 Regions dissolved: 1 Repeated reconstructions avoided: 15 Largest region lifetime: 16 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=16 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2475 Maximum occupied tiles: 16 Seat events: 145 Single-blocker events: 38 Multiple-blocker events: 16 Temporary aisle reoccupations: 71 RIGHT AISLE ----------- Total moves: 2744 Maximum occupied tiles: 18 Seat events: 161 Single-blocker events: 40 Multiple-blocker events: 22 Temporary aisle reoccupations: 89 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 136 Reservations granted: 134 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 9991 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 11225 Total stationary ticks: 167259 Seat-event requests: 319 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 671 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 671 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 321\nPrecedence substitutions made: 9\nDependency chains followed: 9\nBlocked by waiting-row occupant: 9\nSubstituted events started: 10\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 18 | standardDataset=306/306 (100.00%) | geometryWeightedDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | geometryWeightedWorse=false | standardFamily=COMPLETE_CABIN | geometryWeightedFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 24 GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES ============================================================ Date/Time: 2026-07-16 23:31:27 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 19 Scenario seed: -1051365898326392422 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.04% Blocker-prone seat share (topology component): 65.65% Aisle-assignment balance: 98.26% OUTCOME ------- Status: SUCCESS Completed ticks: 821 Passengers seated: 230/230 Average waiting ticks: 371.58 Longest waiting passenger: P130->6H(RIGHT) Longest waiting ticks: 768 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1771 Maximum occupied tiles: 12 Seat events: 113 Single-blocker events: 13 Multiple-blocker events: 7 Temporary aisle reoccupations: 27 RIGHT AISLE ----------- Total moves: 1764 Maximum occupied tiles: 13 Seat events: 117 Single-blocker events: 35 Multiple-blocker events: 8 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 92 Reservations granted: 84 Reservations denied/waited: 8 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4657 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5790 Total stationary ticks: 89533 Seat-event requests: 235 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 544 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 8 Active-event deferrals: 544 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 24 GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES ============================================================ Date/Time: 2026-07-16 23:31:27 Experiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 19 Scenario seed: -1051365898326392422 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 33.04% Blocker-prone seat share (topology component): 65.65% Aisle-assignment balance: 98.26% OUTCOME ------- Status: SUCCESS Completed ticks: 815 Passengers seated: 230/230 Average waiting ticks: 369.62 Longest waiting passenger: P149->8G(RIGHT) Longest waiting ticks: 793 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 6 Selected release potential total: 5 Last cluster decision: RIGHT:tiles19-23:occupied=4:anchor=P118:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 46 Regions dissolved: 1 Repeated reconstructions avoided: 46 Largest region lifetime: 47 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=47 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1771 Maximum occupied tiles: 17 Seat events: 113 Single-blocker events: 13 Multiple-blocker events: 7 Temporary aisle reoccupations: 27 RIGHT AISLE ----------- Total moves: 1764 Maximum occupied tiles: 17 Seat events: 117 Single-blocker events: 35 Multiple-blocker events: 8 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 87 Reservations granted: 84 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7430 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8498 Total stationary ticks: 91796 Seat-event requests: 241 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 527 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 527 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 243\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 19 | standardDataset=230/230 (100.00%) | geometryWeightedDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | geometryWeightedWorse=false | standardFamily=COMPLETE_CABIN | geometryWeightedFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 24 GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES ============================================================ Date/Time: 2026-07-16 23:31:27 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 20 Scenario seed: -1169396298556200010 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 245 Occupancy: 85% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 29.80% Blocker-prone seat share (topology component): 65.31% Aisle-assignment balance: 96.33% OUTCOME ------- Status: SUCCESS Completed ticks: 906 Passengers seated: 245/245 Average waiting ticks: 398.45 Longest waiting passenger: P186->32E(RIGHT) Longest waiting ticks: 847 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: LEFT:tiles10-13:occupied=3:anchor=P242:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 13 Regions dissolved: 1 Repeated reconstructions avoided: 13 Largest region lifetime: 14 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=14 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1773 Maximum occupied tiles: 11 Seat events: 118 Single-blocker events: 31 Multiple-blocker events: 11 Temporary aisle reoccupations: 53 RIGHT AISLE ----------- Total moves: 1904 Maximum occupied tiles: 11 Seat events: 127 Single-blocker events: 32 Multiple-blocker events: 13 Temporary aisle reoccupations: 58 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 89 Reservations granted: 89 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4534 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5456 Total stationary ticks: 101373 Seat-event requests: 255 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 435 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 435 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 254\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 24 GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES ============================================================ Date/Time: 2026-07-16 23:31:27 Experiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 20 Scenario seed: -1169396298556200010 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 245 Occupancy: 85% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 29.80% Blocker-prone seat share (topology component): 65.31% Aisle-assignment balance: 96.33% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2367 Passengers seated: 241/245 Average waiting ticks: 407.96 Longest waiting passenger: P201->32A(LEFT) Longest waiting ticks: 2276 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1772 Maximum occupied tiles: 16 Seat events: 116 Single-blocker events: 30 Multiple-blocker events: 11 Temporary aisle reoccupations: 52 RIGHT AISLE ----------- Total moves: 1902 Maximum occupied tiles: 17 Seat events: 125 Single-blocker events: 29 Multiple-blocker events: 13 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1712 Reservations granted: 1711 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 2 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7517 Longest unresolved passenger ID: 118 Longest unresolved row: 32 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P118(32C/LEFT) -> P201(32A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 118 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 2 Total blocked ticks: 16587 Total stationary ticks: 110778 Seat-event requests: 3559 Failed seat-event starts: 3318 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 79 Critical blocker identity: P79->31D(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 4 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P79(31D/RIGHT/WAITING_FOR_SEAT_EVENT) P186(32E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 3311 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 32|33 Critical blocker unavailable yield tiles: 33 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 7 Rear-boundary failures: 3311 Middle-bank reservation failures: 1 Active-event deferrals: 1037 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 32|33 Current unavailable yield tiles: 33 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3560\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 20 | standardDataset=245/245 (100.00%) | geometryWeightedDataset=241/245 (98.37%) | seatedDelta=-4 | completionDelta=-1.63% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | geometryWeightedWorse=true | standardFamily=COMPLETE_CABIN | geometryWeightedFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 24 GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES ============================================================ Date/Time: 2026-07-16 23:31:27 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 21 Scenario seed: -5845335927644343041 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.43% Blocker-prone seat share (topology component): 69.57% Aisle-assignment balance: 98.26% OUTCOME ------- Status: SUCCESS Completed ticks: 815 Passengers seated: 230/230 Average waiting ticks: 371.47 Longest waiting passenger: P7->2E(LEFT) Longest waiting ticks: 763 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 3 Executable cluster candidates: 3 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 6 Selected release potential total: 9 Last cluster decision: RIGHT:tiles13-16:occupied=4:anchor=P120:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 34 Regions dissolved: 1 Repeated reconstructions avoided: 34 Largest region lifetime: 35 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=35 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1791 Maximum occupied tiles: 11 Seat events: 117 Single-blocker events: 34 Multiple-blocker events: 4 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1688 Maximum occupied tiles: 11 Seat events: 113 Single-blocker events: 36 Multiple-blocker events: 7 Temporary aisle reoccupations: 50 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 87 Reservations granted: 85 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4386 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5681 Total stationary ticks: 89287 Seat-event requests: 237 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 616 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 616 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 237\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 4\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 24 GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES ============================================================ Date/Time: 2026-07-16 23:31:27 Experiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 21 Scenario seed: -5845335927644343041 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 30.43% Blocker-prone seat share (topology component): 69.57% Aisle-assignment balance: 98.26% OUTCOME ------- Status: SUCCESS Completed ticks: 808 Passengers seated: 230/230 Average waiting ticks: 372.15 Longest waiting passenger: P7->2E(LEFT) Longest waiting ticks: 789 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1791 Maximum occupied tiles: 16 Seat events: 117 Single-blocker events: 33 Multiple-blocker events: 5 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1688 Maximum occupied tiles: 16 Seat events: 113 Single-blocker events: 37 Multiple-blocker events: 6 Temporary aisle reoccupations: 49 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 82 Reservations granted: 82 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7160 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8011 Total stationary ticks: 91993 Seat-event requests: 232 Failed seat-event starts: 2 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 443 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 2 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 443 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 232\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 6\nOccupied-space rejections: 4\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 21 | standardDataset=230/230 (100.00%) | geometryWeightedDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | geometryWeightedWorse=false | standardFamily=COMPLETE_CABIN | geometryWeightedFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 24 GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES ============================================================ Date/Time: 2026-07-16 23:31:27 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 22 Scenario seed: 5901802720867875714 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 288 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.08% Blocker-prone seat share (topology component): 58.68% Aisle-assignment balance: 91.67% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2628 Passengers seated: 271/288 Average waiting ticks: 501.86 Longest waiting passenger: P233->22B(LEFT) Longest waiting ticks: 2596 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 18 Cluster candidates evaluated: 22 Executable cluster candidates: 0 Rejected cluster candidates: 22 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 17 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2346 Regions dissolved: 0 Repeated reconstructions avoided: 2346 Largest region lifetime: 2347 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2347:occupied=17 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1931 State changes reopening evaluation: 17 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2236 Maximum occupied tiles: 21 Seat events: 115 Single-blocker events: 25 Multiple-blocker events: 12 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 2775 Maximum occupied tiles: 12 Seat events: 156 Single-blocker events: 43 Multiple-blocker events: 18 Temporary aisle reoccupations: 80 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 123 Reservations granted: 123 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 14 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 26853 Longest unresolved passenger ID: 285 Longest unresolved row: 35 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 13 Longest dependency chain: P157(29B/LEFT) -> P224(26G/LEFT) -> P193(28A/LEFT) -> P83(29F/LEFT) -> P29(32F/LEFT) -> P46(36G/LEFT) -> P152(36E/LEFT) -> P135(34B/LEFT) -> P139(34A/LEFT) -> P245(33A/LEFT) -> P63(34C/LEFT) -> P285(35D/LEFT) -> P68(35B/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 157 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 14 Total blocked ticks: 39581 Total stationary ticks: 175761 Seat-event requests: 2241 Failed seat-event starts: 1970 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 68 Critical blocker identity: P68->35B(LEFT) Direct fan-out: 1 Total indirect descendants: 12 Critical tree size including blocker: 13 Critical tree depth: 13 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 17 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 4 Critical blocker tree: P68(35B/LEFT/WAITING_FOR_SEAT_EVENT) P285(35D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P63(34C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P245(33A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P139(34A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P135(34B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P152(36E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P46(36G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P29(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P83(29F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P193(28A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P224(26G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P157(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1969 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 1 Critical blocker required yield tiles: 36 Critical blocker unavailable yield tiles: 36 Critical blocker yield-tile occupants: 24 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 3 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1969 Rear-boundary failures: 1 Middle-bank reservation failures: 0 Active-event deferrals: 1081 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[24]: P24(36A/LEFT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P24->36A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: P24{seat=36A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=266,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 36 Current unavailable yield tiles: 36 Current yield-tile occupants: 24 Final row-event chain: 68|24 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2241\nPrecedence substitutions made: 1\nDependency chains followed: 193\nBlocked by waiting-row occupant: 193\nSubstituted events started: 1\nOccupied-space rejections: 1974\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 24 GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES ============================================================ Date/Time: 2026-07-16 23:31:27 Experiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 22 Scenario seed: 5901802720867875714 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 288 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 27.08% Blocker-prone seat share (topology component): 58.68% Aisle-assignment balance: 91.67% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2603 Passengers seated: 285/288 Average waiting ticks: 507.89 Longest waiting passenger: P152->36E(LEFT) Longest waiting ticks: 2503 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2238 Regions dissolved: 0 Repeated reconstructions avoided: 2238 Largest region lifetime: 2239 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2239:occupied=3 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1806 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2298 Maximum occupied tiles: 18 Seat events: 129 Single-blocker events: 35 Multiple-blocker events: 13 Temporary aisle reoccupations: 62 RIGHT AISLE ----------- Total moves: 2775 Maximum occupied tiles: 18 Seat events: 156 Single-blocker events: 44 Multiple-blocker events: 18 Temporary aisle reoccupations: 82 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1950 Reservations granted: 1947 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 2 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 9216 Longest unresolved passenger ID: 46 Longest unresolved row: 36 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P9(36C/LEFT) -> P46(36G/LEFT) -> P152(36E/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 9 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 2 Total blocked ticks: 17074 Total stationary ticks: 158883 Seat-event requests: 2118 Failed seat-event starts: 1833 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 152 Critical blocker identity: P152->36E(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P152(36E/LEFT/WAITING_FOR_SEAT_EVENT) P46(36G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P9(36C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1823 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 1 Critical blocker required yield tiles: 37 Critical blocker unavailable yield tiles: 37 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 1823 Middle-bank reservation failures: 3 Active-event deferrals: 999 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 1 Current required yield tiles: 37 Current unavailable yield tiles: 37 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2121\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 6\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 22 | standardDataset=271/288 (94.10%) | geometryWeightedDataset=285/288 (98.96%) | seatedDelta=+14 | completionDelta=+4.86% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | geometryWeightedWorse=false | standardFamily=LINKED_ROW_EVENT_CHAIN | geometryWeightedFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 24 GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES ============================================================ Date/Time: 2026-07-16 23:31:27 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 23 Scenario seed: -5886756800942795092 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.61% Blocker-prone seat share (topology component): 67.39% Aisle-assignment balance: 97.39% OUTCOME ------- Status: SUCCESS Completed ticks: 844 Passengers seated: 230/230 Average waiting ticks: 385.89 Longest waiting passenger: P166->14H(RIGHT) Longest waiting ticks: 818 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles9-12:occupied=3:anchor=P84:selected=P226:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1724 Maximum occupied tiles: 11 Seat events: 112 Single-blocker events: 28 Multiple-blocker events: 7 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1674 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 26 Multiple-blocker events: 11 Temporary aisle reoccupations: 48 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 75 Reservations granted: 74 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3907 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4803 Total stationary ticks: 91882 Seat-event requests: 240 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 490 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 490 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 240\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 24 GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES ============================================================ Date/Time: 2026-07-16 23:31:27 Experiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 23 Scenario seed: -5886756800942795092 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 32.61% Blocker-prone seat share (topology component): 67.39% Aisle-assignment balance: 97.39% OUTCOME ------- Status: SUCCESS Completed ticks: 839 Passengers seated: 230/230 Average waiting ticks: 388.26 Longest waiting passenger: P209->6D(RIGHT) Longest waiting ticks: 817 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1724 Maximum occupied tiles: 15 Seat events: 112 Single-blocker events: 32 Multiple-blocker events: 7 Temporary aisle reoccupations: 46 RIGHT AISLE ----------- Total moves: 1674 Maximum occupied tiles: 17 Seat events: 118 Single-blocker events: 24 Multiple-blocker events: 10 Temporary aisle reoccupations: 44 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 79 Reservations granted: 75 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6590 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7316 Total stationary ticks: 95031 Seat-event requests: 235 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 407 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 407 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 239\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 23 | standardDataset=230/230 (100.00%) | geometryWeightedDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | geometryWeightedWorse=false | standardFamily=COMPLETE_CABIN | geometryWeightedFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 24 GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES ============================================================ Date/Time: 2026-07-16 23:31:27 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 24 Scenario seed: -8002946322880410004 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 94.47% OUTCOME ------- Status: SUCCESS Completed ticks: 881 Passengers seated: 235/235 Average waiting ticks: 383.40 Longest waiting passenger: P13->10A(LEFT) Longest waiting ticks: 823 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1777 Maximum occupied tiles: 12 Seat events: 124 Single-blocker events: 31 Multiple-blocker events: 16 Temporary aisle reoccupations: 67 RIGHT AISLE ----------- Total moves: 1587 Maximum occupied tiles: 12 Seat events: 111 Single-blocker events: 31 Multiple-blocker events: 9 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 136 Reservations granted: 128 Reservations denied/waited: 8 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4518 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5711 Total stationary ticks: 93972 Seat-event requests: 245 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 555 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 8 Active-event deferrals: 555 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 253\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 24 GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES ============================================================ Date/Time: 2026-07-16 23:31:27 Experiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 24 Scenario seed: -8002946322880410004 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 94.47% OUTCOME ------- Status: SUCCESS Completed ticks: 863 Passengers seated: 235/235 Average waiting ticks: 385.82 Longest waiting passenger: P232->3E(LEFT) Longest waiting ticks: 844 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 29 Regions dissolved: 2 Repeated reconstructions avoided: 29 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=8 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1777 Maximum occupied tiles: 18 Seat events: 124 Single-blocker events: 31 Multiple-blocker events: 17 Temporary aisle reoccupations: 69 RIGHT AISLE ----------- Total moves: 1587 Maximum occupied tiles: 16 Seat events: 111 Single-blocker events: 31 Multiple-blocker events: 8 Temporary aisle reoccupations: 49 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 133 Reservations granted: 129 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7132 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8056 Total stationary ticks: 97009 Seat-event requests: 246 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 454 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 454 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 24 | standardDataset=235/235 (100.00%) | geometryWeightedDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | geometryWeightedWorse=false | standardFamily=COMPLETE_CABIN | geometryWeightedFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 24 GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES ============================================================ Date/Time: 2026-07-16 23:31:27 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 25 Scenario seed: -6793887463250987477 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.38% Aisle-assignment balance: 95.74% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2527 Passengers seated: 276/282 Average waiting ticks: 487.17 Longest waiting passenger: P197->31D(RIGHT) Longest waiting ticks: 2476 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 2 Cluster candidates evaluated: 3 Executable cluster candidates: 1 Rejected cluster candidates: 2 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 6 Selected release potential total: 2 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1565 Regions dissolved: 1 Repeated reconstructions avoided: 1565 Largest region lifetime: 1558 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1558:occupied=6 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1524 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2082 Maximum occupied tiles: 13 Seat events: 135 Single-blocker events: 37 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 RIGHT AISLE ----------- Total moves: 2295 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 36 Multiple-blocker events: 11 Temporary aisle reoccupations: 58 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1672 Reservations granted: 1672 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 4 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 6510 Longest unresolved passenger ID: 217 Longest unresolved row: 32 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 5 Longest dependency chain: P249(30F/RIGHT) -> P22(30H/RIGHT) -> P61(30D/RIGHT) -> P208(31F/RIGHT) -> P197(31D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 249 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 4 Total blocked ticks: 15659 Total stationary ticks: 147571 Seat-event requests: 1864 Failed seat-event starts: 1588 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 197 Critical blocker identity: P197->31D(RIGHT) Direct fan-out: 1 Total indirect descendants: 4 Critical tree size including blocker: 5 Critical tree depth: 5 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 6 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P197(31D/RIGHT/WAITING_FOR_SEAT_EVENT) P208(31F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P61(30D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P22(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P249(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1588 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 32 Critical blocker unavailable yield tiles: 32 Critical blocker yield-tile occupants: 217 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1588 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 802 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[217]: P217(32I/RIGHT/WAITING_AT_ROW@tile32) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P217->32I(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P217{seat=32I,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=32,directBlocker=-1,lastMoveTick=786,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 32 Current unavailable yield tiles: 32 Current yield-tile occupants: 217 Final row-event chain: 197|217 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1863\nPrecedence substitutions made: 3\nDependency chains followed: 1581\nBlocked by waiting-row occupant: 1581\nSubstituted events started: 5\nOccupied-space rejections: 1592\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 24 GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES ============================================================ Date/Time: 2026-07-16 23:31:27 Experiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 25 Scenario seed: -6793887463250987477 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.38% Aisle-assignment balance: 95.74% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2222 Passengers seated: 137/282 Average waiting ticks: 1063.30 Longest waiting passenger: P2->17I(RIGHT) Longest waiting ticks: 2222 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 37 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 31 Selected release potential total: 2 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1955 Regions dissolved: 1 Repeated reconstructions avoided: 1955 Largest region lifetime: 1948 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1948:occupied=31 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1884 State changes reopening evaluation: 36 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1932 Maximum occupied tiles: 17 Seat events: 99 Single-blocker events: 27 Multiple-blocker events: 8 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1417 Maximum occupied tiles: 31 Seat events: 38 Single-blocker events: 10 Multiple-blocker events: 0 Temporary aisle reoccupations: 10 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 48 Reservations granted: 44 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 114 Remaining moving in aisle: 30 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 57163 Longest unresolved passenger ID: 2 Longest unresolved row: 17 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 31 Longest dependency chain: P82(11I/RIGHT) -> P240(19G/RIGHT) -> P184(17F/RIGHT) -> P62(16H/RIGHT) -> P189(10G/RIGHT) -> P51(17E/RIGHT) -> P260(15G/RIGHT) -> P74(12G/RIGHT) -> P112(20F/RIGHT) -> P65(12I/RIGHT) -> P140(12D/RIGHT) -> P5(13G/RIGHT) -> P223(20I/RIGHT) -> P110(24D/RIGHT) -> P276(25H/RIGHT) -> P262(23I/RIGHT) -> P249(30F/RIGHT) -> P22(30H/RIGHT) -> P61(30D/RIGHT) -> P208(31F/RIGHT) -> P243(22G/RIGHT) -> P265(27F/RIGHT) -> P14(29E/RIGHT) -> P120(27G/RIGHT) -> P238(28I/RIGHT) -> P274(29D/RIGHT) -> P237(30E/RIGHT) -> P197(31D/RIGHT) -> P217(32I/RIGHT) -> P185(32H/RIGHT) -> P109(31I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 82 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 30 Total blocked ticks: 65242 Total stationary ticks: 362175 Seat-event requests: 2066 Failed seat-event starts: 1929 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 109 Critical blocker identity: P109->31I(RIGHT) Direct fan-out: 1 Total indirect descendants: 30 Critical tree size including blocker: 31 Critical tree depth: 31 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 31 Unresolved outside passengers: 114 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P109(31I/RIGHT/WAITING_FOR_SEAT_EVENT) P185(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P217(32I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P197(31D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P237(30E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P274(29D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P238(28I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P120(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P14(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P265(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P243(22G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P208(31F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P61(30D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P22(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P249(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P262(23I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P276(25H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P110(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P223(20I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P5(13G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P140(12D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P65(12I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P112(20F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P74(12G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P260(15G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P189(10G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P62(16H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P184(17F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P240(19G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P82(11I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1924 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 32|33 Critical blocker unavailable yield tiles: 33 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 5 Rear-boundary failures: 1924 Middle-bank reservation failures: 4 Active-event deferrals: 277 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 32|33 Current unavailable yield tiles: 33 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2070\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 25 | standardDataset=276/282 (97.87%) | geometryWeightedDataset=137/282 (48.58%) | seatedDelta=-139 | completionDelta=-49.29% | outsideDelta=+114 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | geometryWeightedWorse=true | standardFamily=LINKED_ROW_EVENT_CHAIN | geometryWeightedFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 24 GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES ============================================================ Date/Time: 2026-07-16 23:31:27 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 26 Scenario seed: 722007454514889823 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 59.49% Aisle-assignment balance: 96.88% OUTCOME ------- Status: SUCCESS Completed ticks: 1287 Passengers seated: 353/353 Average waiting ticks: 586.65 Longest waiting passenger: P178->2A(LEFT) Longest waiting ticks: 1226 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: LEFT:region=R4:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 90 Regions dissolved: 4 Repeated reconstructions avoided: 90 Largest region lifetime: 38 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=18 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3193 Maximum occupied tiles: 14 Seat events: 182 Single-blocker events: 45 Multiple-blocker events: 30 Temporary aisle reoccupations: 111 RIGHT AISLE ----------- Total moves: 3005 Maximum occupied tiles: 13 Seat events: 171 Single-blocker events: 47 Multiple-blocker events: 24 Temporary aisle reoccupations: 101 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 160 Reservations granted: 157 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7774 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9701 Total stationary ticks: 213884 Seat-event requests: 378 Failed seat-event starts: 25 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 882 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 25 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 882 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 380\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 6\nOccupied-space rejections: 30\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 24 GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES ============================================================ Date/Time: 2026-07-16 23:31:27 Experiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 26 Scenario seed: 722007454514889823 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 59.49% Aisle-assignment balance: 96.88% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2767 Passengers seated: 351/353 Average waiting ticks: 603.14 Longest waiting passenger: P195->34J(RIGHT) Longest waiting ticks: 2669 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: LEFT:tiles10-13:occupied=3:anchor=P67:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 22 Regions dissolved: 1 Repeated reconstructions avoided: 22 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=23 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3193 Maximum occupied tiles: 19 Seat events: 182 Single-blocker events: 47 Multiple-blocker events: 30 Temporary aisle reoccupations: 114 RIGHT AISLE ----------- Total moves: 3005 Maximum occupied tiles: 17 Seat events: 169 Single-blocker events: 45 Multiple-blocker events: 23 Temporary aisle reoccupations: 95 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 153 Reservations granted: 148 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 12585 Longest unresolved passenger ID: 307 Longest unresolved row: 36 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 1 Longest dependency chain: P195(34J/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 195 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 18646 Total stationary ticks: 224193 Seat-event requests: 2132 Failed seat-event starts: 1781 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 195 Critical blocker identity: P195->34J(RIGHT) Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 1 Critical tree depth: 1 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P195(34J/RIGHT/WAITING_FOR_SEAT_EVENT) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1781 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 35|36 Critical blocker unavailable yield tiles: 36 Critical blocker yield-tile occupants: 307 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1781 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 1635 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[307]: P307(36F/RIGHT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P307->36F(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P307{seat=36F,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=446,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 35|36 Current unavailable yield tiles: 36 Current yield-tile occupants: 307 Final row-event chain: 195|307 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2137\nPrecedence substitutions made: 9\nDependency chains followed: 1775\nBlocked by waiting-row occupant: 1775\nSubstituted events started: 10\nOccupied-space rejections: 1788\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 26 | standardDataset=353/353 (100.00%) | geometryWeightedDataset=351/353 (99.43%) | seatedDelta=-2 | completionDelta=-0.57% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | geometryWeightedWorse=true | standardFamily=COMPLETE_CABIN | geometryWeightedFamily=LINKED_ROW_EVENT_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 24 GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES ============================================================ Date/Time: 2026-07-16 23:31:27 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 27 Scenario seed: -5450447113087893164 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 98.58% OUTCOME ------- Status: SUCCESS Completed ticks: 1282 Passengers seated: 353/353 Average waiting ticks: 599.70 Longest waiting passenger: P326->9H(RIGHT) Longest waiting ticks: 1238 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2967 Maximum occupied tiles: 12 Seat events: 174 Single-blocker events: 46 Multiple-blocker events: 23 Temporary aisle reoccupations: 96 RIGHT AISLE ----------- Total moves: 3223 Maximum occupied tiles: 12 Seat events: 179 Single-blocker events: 52 Multiple-blocker events: 30 Temporary aisle reoccupations: 113 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 150 Reservations granted: 150 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7466 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8940 Total stationary ticks: 217898 Seat-event requests: 366 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 762 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 762 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 366\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 24 GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES ============================================================ Date/Time: 2026-07-16 23:31:27 Experiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 27 Scenario seed: -5450447113087893164 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 98.58% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2754 Passengers seated: 349/353 Average waiting ticks: 612.22 Longest waiting passenger: P228->34J(RIGHT) Longest waiting ticks: 2665 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 4 Cluster candidates evaluated: 8 Executable cluster candidates: 2 Rejected cluster candidates: 6 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 6 Selected release potential total: 7 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 2402 Regions dissolved: 3 Repeated reconstructions avoided: 2402 Largest region lifetime: 2334 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=2334:occupied=4 Confirmation deferral ticks: 7 Regions reaching confirmation: 3 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1718 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2967 Maximum occupied tiles: 18 Seat events: 174 Single-blocker events: 46 Multiple-blocker events: 23 Temporary aisle reoccupations: 96 RIGHT AISLE ----------- Total moves: 3220 Maximum occupied tiles: 19 Seat events: 175 Single-blocker events: 51 Multiple-blocker events: 27 Temporary aisle reoccupations: 106 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 160 Reservations granted: 158 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 12073 Longest unresolved passenger ID: 31 Longest unresolved row: 36 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P31(36E/RIGHT) -> P228(34J/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 31 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 22739 Total stationary ticks: 229165 Seat-event requests: 2097 Failed seat-event starts: 1748 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 228 Critical blocker identity: P228->34J(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 4 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P228(34J/RIGHT/WAITING_FOR_SEAT_EVENT) P31(36E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 2178 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 35|36 Critical blocker unavailable yield tiles: 35|36 Critical blocker yield-tile occupants: 279|335 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1747 Rear-boundary failures: 1 Middle-bank reservation failures: 2 Active-event deferrals: 2178 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 2 Trace length: 1 Yield-occupant trace: yieldOccupant[279]: P279(35I/RIGHT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[335]: P335(36J/RIGHT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P335->36J(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: false Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P279{seat=35I,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=35,directBlocker=-1,lastMoveTick=409,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} || P335{seat=36J,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=408,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 35|36 Current unavailable yield tiles: 35|36 Current yield-tile occupants: 279|335 Final row-event chain: 228|279 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2097\nPrecedence substitutions made: 11\nDependency chains followed: 1735\nBlocked by waiting-row occupant: 3459\nSubstituted events started: 13\nOccupied-space rejections: 7061\nMaximum scheduling-chain depth: 3\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 27 | standardDataset=353/353 (100.00%) | geometryWeightedDataset=349/353 (98.87%) | seatedDelta=-4 | completionDelta=-1.13% | outsideDelta=+0 | clustersDetected=4 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | geometryWeightedWorse=true | standardFamily=COMPLETE_CABIN | geometryWeightedFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 24 GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES ============================================================ Date/Time: 2026-07-16 23:31:28 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 28 Scenario seed: 246091010528561545 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.05% Blocker-prone seat share (topology component): 60.34% Aisle-assignment balance: 96.88% OUTCOME ------- Status: SUCCESS Completed ticks: 1319 Passengers seated: 353/353 Average waiting ticks: 602.32 Longest waiting passenger: P36->10I(RIGHT) Longest waiting ticks: 1278 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 39 Regions dissolved: 2 Repeated reconstructions avoided: 39 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2983 Maximum occupied tiles: 13 Seat events: 171 Single-blocker events: 42 Multiple-blocker events: 20 Temporary aisle reoccupations: 84 RIGHT AISLE ----------- Total moves: 3263 Maximum occupied tiles: 15 Seat events: 182 Single-blocker events: 47 Multiple-blocker events: 27 Temporary aisle reoccupations: 108 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 158 Reservations granted: 158 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7403 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8981 Total stationary ticks: 218852 Seat-event requests: 373 Failed seat-event starts: 20 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 798 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 20 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 798 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 373\nPrecedence substitutions made: 3\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 3\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 24 GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES ============================================================ Date/Time: 2026-07-16 23:31:28 Experiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 28 Scenario seed: 246091010528561545 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 28.05% Blocker-prone seat share (topology component): 60.34% Aisle-assignment balance: 96.88% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2801 Passengers seated: 337/353 Average waiting ticks: 619.29 Longest waiting passenger: P146->23G(LEFT) Longest waiting ticks: 2743 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 16 Cluster candidates evaluated: 4 Executable cluster candidates: 0 Rejected cluster candidates: 4 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 12 Selected release potential total: 0 Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 4427 Regions dissolved: 1 Repeated reconstructions avoided: 4427 Largest region lifetime: 2437 Maximum simultaneous active regions: 3 Regions active at termination: 2 Last lifecycle event: TRACK:R1:age=2437:localMembers=11 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1852 State changes reopening evaluation: 14 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2953 Maximum occupied tiles: 24 Seat events: 155 Single-blocker events: 35 Multiple-blocker events: 17 Temporary aisle reoccupations: 70 RIGHT AISLE ----------- Total moves: 3263 Maximum occupied tiles: 17 Seat events: 182 Single-blocker events: 47 Multiple-blocker events: 26 Temporary aisle reoccupations: 104 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1873 Reservations granted: 1871 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 13 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 30042 Longest unresolved passenger ID: 21 Longest unresolved row: 36 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 8 Longest dependency chain: P89(33E/LEFT) -> P143(32B/LEFT) -> P72(32A/LEFT) -> P32(33A/LEFT) -> P111(36B/LEFT) -> P125(35C/LEFT) -> P21(36F/LEFT) -> P346(36A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 89 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 13 Total blocked ticks: 49044 Total stationary ticks: 258417 Seat-event requests: 2236 Failed seat-event starts: 1899 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 346 Critical blocker identity: P346->36A(LEFT) Direct fan-out: 1 Total indirect descendants: 7 Critical tree size including blocker: 8 Critical tree depth: 8 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 16 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 8 Critical blocker tree: P346(36A/LEFT/WAITING_FOR_SEAT_EVENT) P21(36F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P125(35C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P111(36B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P32(33A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P72(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P143(32B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P89(33E/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1884 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 1 Critical blocker required yield tiles: 37 Critical blocker unavailable yield tiles: 37 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 2 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1884 Rear-boundary failures: 15 Middle-bank reservation failures: 2 Active-event deferrals: 1676 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 1 Current required yield tiles: 37 Current unavailable yield tiles: 37 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2238\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1885\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 28 | standardDataset=353/353 (100.00%) | geometryWeightedDataset=337/353 (95.47%) | seatedDelta=-16 | completionDelta=-4.53% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | geometryWeightedWorse=true | standardFamily=COMPLETE_CABIN | geometryWeightedFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 24 GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES ============================================================ Date/Time: 2026-07-16 23:31:28 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 29 Scenario seed: 4203914317130684635 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.05% Blocker-prone seat share (topology component): 67.57% Aisle-assignment balance: 99.61% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2413 Passengers seated: 257/259 Average waiting ticks: 430.23 Longest waiting passenger: P157->31I(RIGHT) Longest waiting ticks: 2353 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1895 Maximum occupied tiles: 12 Seat events: 130 Single-blocker events: 30 Multiple-blocker events: 13 Temporary aisle reoccupations: 56 RIGHT AISLE ----------- Total moves: 2013 Maximum occupied tiles: 12 Seat events: 127 Single-blocker events: 38 Multiple-blocker events: 9 Temporary aisle reoccupations: 56 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 89 Reservations granted: 89 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4711 Longest unresolved passenger ID: 177 Longest unresolved row: 32 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P177(32G/RIGHT) -> P157(31I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 177 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 9006 Total stationary ticks: 116891 Seat-event requests: 1811 Failed seat-event starts: 1554 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 157 Critical blocker identity: P157->31I(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P157(31I/RIGHT/WAITING_FOR_SEAT_EVENT) P177(32G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1544 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 32|33 Critical blocker unavailable yield tiles: 33 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 10 Rear-boundary failures: 1544 Middle-bank reservation failures: 0 Active-event deferrals: 630 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 32|33 Current unavailable yield tiles: 33 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1811\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 24 GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES ============================================================ Date/Time: 2026-07-16 23:31:28 Experiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 29 Scenario seed: 4203914317130684635 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 32.05% Blocker-prone seat share (topology component): 67.57% Aisle-assignment balance: 99.61% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2405 Passengers seated: 257/259 Average waiting ticks: 425.92 Longest waiting passenger: P157->31I(RIGHT) Longest waiting ticks: 2319 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1895 Maximum occupied tiles: 16 Seat events: 130 Single-blocker events: 29 Multiple-blocker events: 13 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 2013 Maximum occupied tiles: 17 Seat events: 127 Single-blocker events: 41 Multiple-blocker events: 8 Temporary aisle reoccupations: 57 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 92 Reservations granted: 90 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8104 Longest unresolved passenger ID: 177 Longest unresolved row: 32 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P177(32G/RIGHT) -> P157(31I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 177 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 13297 Total stationary ticks: 119627 Seat-event requests: 1926 Failed seat-event starts: 1669 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 157 Critical blocker identity: P157->31I(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P157(31I/RIGHT/WAITING_FOR_SEAT_EVENT) P177(32G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1664 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 32|33 Critical blocker unavailable yield tiles: 33 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 5 Rear-boundary failures: 1664 Middle-bank reservation failures: 2 Active-event deferrals: 892 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 32|33 Current unavailable yield tiles: 33 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1929\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 29 | standardDataset=257/259 (99.23%) | geometryWeightedDataset=257/259 (99.23%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | geometryWeightedWorse=false | standardFamily=REAR_BOUNDARY_LOCK | geometryWeightedFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 24 GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES ============================================================ Date/Time: 2026-07-16 23:31:28 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 30 Scenario seed: -7557663346310737177 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.07% Blocker-prone seat share (topology component): 59.06% Aisle-assignment balance: 98.25% OUTCOME ------- Status: SUCCESS Completed ticks: 1236 Passengers seated: 342/342 Average waiting ticks: 564.65 Longest waiting passenger: P20->31I(RIGHT) Longest waiting ticks: 1184 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 5 Clusters detected: 5 Activations without intervention: 6 Cluster candidates evaluated: 4 Executable cluster candidates: 4 Rejected cluster candidates: 0 Cluster selections: 4 Cluster-selected events started: 5 Largest detected cluster: 7 Selected release potential total: 16 Last cluster decision: RIGHT:tiles20-22:occupied=3:anchor=P236:selected=P293:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 5 Region updates: 88 Regions dissolved: 5 Repeated reconstructions avoided: 88 Largest region lifetime: 35 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R5:lifetime=9 Confirmation deferral ticks: 8 Regions reaching confirmation: 3 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 4 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2986 Maximum occupied tiles: 14 Seat events: 168 Single-blocker events: 37 Multiple-blocker events: 26 Temporary aisle reoccupations: 94 RIGHT AISLE ----------- Total moves: 2895 Maximum occupied tiles: 16 Seat events: 174 Single-blocker events: 43 Multiple-blocker events: 31 Temporary aisle reoccupations: 110 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 159 Reservations granted: 159 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7405 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9317 Total stationary ticks: 199595 Seat-event requests: 382 Failed seat-event starts: 40 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 861 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 40 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 861 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 378\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 14\nOccupied-space rejections: 50\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 24 GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES ============================================================ Date/Time: 2026-07-16 23:31:28 Experiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 30 Scenario seed: -7557663346310737177 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 28.07% Blocker-prone seat share (topology component): 59.06% Aisle-assignment balance: 98.25% OUTCOME ------- Status: SUCCESS Completed ticks: 1230 Passengers seated: 342/342 Average waiting ticks: 567.93 Longest waiting passenger: P266->8H(RIGHT) Longest waiting ticks: 1216 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 5 Last cluster decision: RIGHT:tiles20-22:occupied=3:anchor=P236:selected=P205:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 53 Regions dissolved: 3 Repeated reconstructions avoided: 53 Largest region lifetime: 25 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=25 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2986 Maximum occupied tiles: 19 Seat events: 168 Single-blocker events: 37 Multiple-blocker events: 26 Temporary aisle reoccupations: 94 RIGHT AISLE ----------- Total moves: 2895 Maximum occupied tiles: 18 Seat events: 174 Single-blocker events: 44 Multiple-blocker events: 30 Temporary aisle reoccupations: 110 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 159 Reservations granted: 159 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 12236 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 13620 Total stationary ticks: 205221 Seat-event requests: 369 Failed seat-event starts: 27 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 704 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 27 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 704 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 367\nPrecedence substitutions made: 9\nDependency chains followed: 9\nBlocked by waiting-row occupant: 9\nSubstituted events started: 12\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 30 | standardDataset=342/342 (100.00%) | geometryWeightedDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | geometryWeightedWorse=false | standardFamily=COMPLETE_CABIN | geometryWeightedFamily=COMPLETE_CABIN ************************************************************ BATCH EXPERIMENT SUMMARY RESEARCH EXPERIMENT 24 GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES ************************************************************ Experiment seed: 2083790101901 Scenarios executed: 60 Successful completions: 40 Incomplete/MAX_TICKS: 20 Average completed ticks: 1461.98 Average waiting ticks: 463.69 ************************************************************ ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 25 HIERARCHICAL LOCAL-REGION ACTIVATION ============================================================ Date/Time: 2026-07-16 23:42:07 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 1 Scenario seed: -4248938912819631269 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 98.72% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2327 Passengers seated: 221/235 Average waiting ticks: 455.32 Longest waiting passenger: P6->10H(RIGHT) Longest waiting ticks: 2327 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 3 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles25-27:occupied=3:anchor=P29:selected=P181:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 15 Regions dissolved: 1 Repeated reconstructions avoided: 15 Largest region lifetime: 16 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=16 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1708 Maximum occupied tiles: 13 Seat events: 116 Single-blocker events: 28 Multiple-blocker events: 19 Temporary aisle reoccupations: 71 RIGHT AISLE ----------- Total moves: 1555 Maximum occupied tiles: 12 Seat events: 105 Single-blocker events: 26 Multiple-blocker events: 9 Temporary aisle reoccupations: 48 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1717 Reservations granted: 1709 Reservations denied/waited: 8 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 8 Remaining moving in aisle: 3 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 5451 Longest unresolved passenger ID: 6 Longest unresolved row: 10 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P82(30E/RIGHT) -> P15(6G/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 82 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 15044 Total stationary ticks: 115476 Seat-event requests: 1820 Failed seat-event starts: 1599 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 15 Critical blocker identity: P15->6G(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 6 Unresolved outside passengers: 8 Unresolved internal passengers outside critical tree: 4 Critical blocker tree: P15(6G/RIGHT/WAITING_FOR_SEAT_EVENT) P82(30E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1599 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1599 Rear-boundary failures: 0 Middle-bank reservation failures: 8 Active-event deferrals: 519 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_SPACE_AVAILABLE Final snapshot prerequisite: YIELD_SPACE_AVAILABLE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: YIELD_SPACE_AVAILABLE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1828\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 4\nOccupied-space rejections: 1601\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 25 HIERARCHICAL LOCAL-REGION ACTIVATION ============================================================ Date/Time: 2026-07-16 23:42:08 Experiment mode: HIERARCHICAL_LOCAL_REGION_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 1 Scenario seed: -4248938912819631269 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: HIERARCHICAL_LOCAL_REGION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 98.72% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2328 Passengers seated: 232/235 Average waiting ticks: 381.48 Longest waiting passenger: P185->30A(LEFT) Longest waiting ticks: 2233 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 2187 Regions dissolved: 1 Repeated reconstructions avoided: 2187 Largest region lifetime: 2176 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2176:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1695 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1706 Maximum occupied tiles: 18 Seat events: 113 Single-blocker events: 31 Multiple-blocker events: 13 Temporary aisle reoccupations: 60 RIGHT AISLE ----------- Total moves: 1734 Maximum occupied tiles: 17 Seat events: 119 Single-blocker events: 30 Multiple-blocker events: 16 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 127 Reservations granted: 118 Reservations denied/waited: 9 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 2 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8109 Longest unresolved passenger ID: 24 Longest unresolved row: 30 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P25(29F/LEFT) -> P24(30F/LEFT) -> P185(30A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 25 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 2 Total blocked ticks: 15410 Total stationary ticks: 101282 Seat-event requests: 1934 Failed seat-event starts: 1702 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 185 Critical blocker identity: P185->30A(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P185(30A/LEFT/WAITING_FOR_SEAT_EVENT) P24(30F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P25(29F/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1699 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 1 Critical blocker required yield tiles: 31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 3 Rear-boundary failures: 1699 Middle-bank reservation failures: 9 Active-event deferrals: 725 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 1 Current required yield tiles: 31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_REGION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1943\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 01 | standardDataset=221/235 (94.04%) | hierarchicalRegionDataset=232/235 (98.72%) | seatedDelta=+11 | completionDelta=+4.68% | outsideDelta=-8 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | hierarchicalRegionWorse=false | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | hierarchicalRegionFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 25 HIERARCHICAL LOCAL-REGION ACTIVATION ============================================================ Date/Time: 2026-07-16 23:42:08 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 2 Scenario seed: 2182383722134259186 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 75.46% Aisle-assignment balance: 97.22% OUTCOME ------- Status: SUCCESS Completed ticks: 784 Passengers seated: 216/216 Average waiting ticks: 350.50 Longest waiting passenger: P151->14E(LEFT) Longest waiting ticks: 733 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 39 Regions dissolved: 2 Repeated reconstructions avoided: 39 Largest region lifetime: 33 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=33 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1653 Maximum occupied tiles: 15 Seat events: 111 Single-blocker events: 23 Multiple-blocker events: 10 Temporary aisle reoccupations: 48 RIGHT AISLE ----------- Total moves: 1511 Maximum occupied tiles: 11 Seat events: 105 Single-blocker events: 27 Multiple-blocker events: 4 Temporary aisle reoccupations: 36 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 117 Reservations granted: 114 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3806 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4946 Total stationary ticks: 78953 Seat-event requests: 222 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 568 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 568 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 225\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 25 HIERARCHICAL LOCAL-REGION ACTIVATION ============================================================ Date/Time: 2026-07-16 23:42:08 Experiment mode: HIERARCHICAL_LOCAL_REGION_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 2 Scenario seed: 2182383722134259186 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: HIERARCHICAL_LOCAL_REGION_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 75.46% Aisle-assignment balance: 97.22% OUTCOME ------- Status: SUCCESS Completed ticks: 775 Passengers seated: 216/216 Average waiting ticks: 352.71 Longest waiting passenger: P192->5C(LEFT) Longest waiting ticks: 760 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1653 Maximum occupied tiles: 17 Seat events: 111 Single-blocker events: 23 Multiple-blocker events: 11 Temporary aisle reoccupations: 50 RIGHT AISLE ----------- Total moves: 1511 Maximum occupied tiles: 15 Seat events: 105 Single-blocker events: 27 Multiple-blocker events: 3 Temporary aisle reoccupations: 34 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 119 Reservations granted: 111 Reservations denied/waited: 8 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7106 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7741 Total stationary ticks: 82516 Seat-event requests: 220 Failed seat-event starts: 4 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 311 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 3 Rear-boundary failures: 1 Middle-bank reservation failures: 8 Active-event deferrals: 311 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_REGION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 229\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 02 | standardDataset=216/216 (100.00%) | hierarchicalRegionDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | hierarchicalRegionWorse=false | standardFamily=COMPLETE_CABIN | hierarchicalRegionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 25 HIERARCHICAL LOCAL-REGION ACTIVATION ============================================================ Date/Time: 2026-07-16 23:42:08 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 3 Scenario seed: -1064509833421198483 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.78% Blocker-prone seat share (topology component): 60.46% Aisle-assignment balance: 90.85% OUTCOME ------- Status: SUCCESS Completed ticks: 1221 Passengers seated: 306/306 Average waiting ticks: 527.75 Longest waiting passenger: P261->32E(LEFT) Longest waiting ticks: 1159 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: LEFT:tiles19-21:occupied=3:anchor=P59:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 9 Regions dissolved: 1 Repeated reconstructions avoided: 9 Largest region lifetime: 10 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=10 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2940 Maximum occupied tiles: 13 Seat events: 167 Single-blocker events: 44 Multiple-blocker events: 18 Temporary aisle reoccupations: 83 RIGHT AISLE ----------- Total moves: 2427 Maximum occupied tiles: 14 Seat events: 139 Single-blocker events: 36 Multiple-blocker events: 10 Temporary aisle reoccupations: 56 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 125 Reservations granted: 123 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6313 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8018 Total stationary ticks: 166969 Seat-event requests: 316 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 875 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 875 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 318\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 25 HIERARCHICAL LOCAL-REGION ACTIVATION ============================================================ Date/Time: 2026-07-16 23:42:08 Experiment mode: HIERARCHICAL_LOCAL_REGION_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 3 Scenario seed: -1064509833421198483 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: HIERARCHICAL_LOCAL_REGION_DATASET Row-zone concentration (diagnostic control): 27.78% Blocker-prone seat share (topology component): 60.46% Aisle-assignment balance: 90.85% OUTCOME ------- Status: SUCCESS Completed ticks: 1173 Passengers seated: 306/306 Average waiting ticks: 544.04 Longest waiting passenger: P205->3F(LEFT) Longest waiting ticks: 1163 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 29 Regions dissolved: 2 Repeated reconstructions avoided: 29 Largest region lifetime: 19 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=12 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2940 Maximum occupied tiles: 19 Seat events: 167 Single-blocker events: 45 Multiple-blocker events: 19 Temporary aisle reoccupations: 86 RIGHT AISLE ----------- Total moves: 2427 Maximum occupied tiles: 15 Seat events: 139 Single-blocker events: 35 Multiple-blocker events: 9 Temporary aisle reoccupations: 53 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 126 Reservations granted: 121 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 11170 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 11938 Total stationary ticks: 176388 Seat-event requests: 311 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 445 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 445 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_REGION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 317\nPrecedence substitutions made: 8\nDependency chains followed: 8\nBlocked by waiting-row occupant: 8\nSubstituted events started: 9\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 03 | standardDataset=306/306 (100.00%) | hierarchicalRegionDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | hierarchicalRegionWorse=false | standardFamily=COMPLETE_CABIN | hierarchicalRegionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 25 HIERARCHICAL LOCAL-REGION ACTIVATION ============================================================ Date/Time: 2026-07-16 23:42:08 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 4 Scenario seed: 7274058025060234938 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.77% Blocker-prone seat share (topology component): 75.88% Aisle-assignment balance: 93.86% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2365 Passengers seated: 226/228 Average waiting ticks: 398.28 Longest waiting passenger: P227->28F(LEFT) Longest waiting ticks: 2283 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 17 Regions dissolved: 1 Repeated reconstructions avoided: 17 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=18 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1789 Maximum occupied tiles: 14 Seat events: 119 Single-blocker events: 33 Multiple-blocker events: 12 Temporary aisle reoccupations: 59 RIGHT AISLE ----------- Total moves: 1509 Maximum occupied tiles: 10 Seat events: 107 Single-blocker events: 23 Multiple-blocker events: 10 Temporary aisle reoccupations: 44 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1622 Reservations granted: 1622 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4118 Longest unresolved passenger ID: 146 Longest unresolved row: 30 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 1 Longest dependency chain: P146(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 146 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8146 Total stationary ticks: 94195 Seat-event requests: 1739 Failed seat-event starts: 1513 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 146 Critical blocker identity: P146->30F(LEFT) Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 1 Critical tree depth: 1 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P146(30F/LEFT/WAITING_FOR_SEAT_EVENT) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1513 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1513 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 538 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 31|32|33 Current unavailable yield tiles: 31|32|33 Current yield-tile occupants: -1|-1|-1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1739\nPrecedence substitutions made: 2\nDependency chains followed: 1509\nBlocked by waiting-row occupant: 1509\nSubstituted events started: 2\nOccupied-space rejections: 1514\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 25 HIERARCHICAL LOCAL-REGION ACTIVATION ============================================================ Date/Time: 2026-07-16 23:42:08 Experiment mode: HIERARCHICAL_LOCAL_REGION_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 4 Scenario seed: 7274058025060234938 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: HIERARCHICAL_LOCAL_REGION_DATASET Row-zone concentration (diagnostic control): 33.77% Blocker-prone seat share (topology component): 75.88% Aisle-assignment balance: 93.86% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2341 Passengers seated: 216/228 Average waiting ticks: 445.61 Longest waiting passenger: P21->21C(RIGHT) Longest waiting ticks: 2285 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 13 Cluster candidates evaluated: 20 Executable cluster candidates: 0 Rejected cluster candidates: 20 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 10 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2225 Regions dissolved: 0 Repeated reconstructions avoided: 2225 Largest region lifetime: 2226 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2226:occupied=10 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1778 State changes reopening evaluation: 12 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1789 Maximum occupied tiles: 17 Seat events: 119 Single-blocker events: 37 Multiple-blocker events: 13 Temporary aisle reoccupations: 66 RIGHT AISLE ----------- Total moves: 1498 Maximum occupied tiles: 20 Seat events: 97 Single-blocker events: 19 Multiple-blocker events: 3 Temporary aisle reoccupations: 25 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 3566 Reservations granted: 3561 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 3 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 6 Remaining waiting at row: 6 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 13264 Longest unresolved passenger ID: 5 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 5 Longest dependency chain: P152(27G/RIGHT) -> P119(29E/RIGHT) -> P209(30H/RIGHT) -> P5(30G/RIGHT) -> P14(30C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 152 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 6 Total blocked ticks: 32756 Total stationary ticks: 120188 Seat-event requests: 3678 Failed seat-event starts: 3462 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 14 Critical blocker identity: P14->30C(RIGHT) Direct fan-out: 1 Total indirect descendants: 4 Critical tree size including blocker: 5 Critical tree depth: 5 Frozen internal components: 6 Terminal WAITING_FOR_SEAT_EVENT nodes: 6 Unresolved internal passengers: 12 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 7 Critical blocker tree: P14(30C/RIGHT/WAITING_FOR_SEAT_EVENT) P5(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P209(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P119(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P152(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 3417 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 2 Critical blocker required yield tiles: 31|32 Critical blocker unavailable yield tiles: 31|32 Critical blocker yield-tile occupants: -1|-1 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 4 Yield-tile occupied failures: 3417 Rear-boundary failures: 45 Middle-bank reservation failures: 5 Active-event deferrals: 2187 Simultaneous arbitration losses: 3 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 31|32 Current unavailable yield tiles: 31|32 Current yield-tile occupants: -1|-1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 6 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_REGION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3686\nPrecedence substitutions made: 3\nDependency chains followed: 1671\nBlocked by waiting-row occupant: 1671\nSubstituted events started: 4\nOccupied-space rejections: 7023\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 04 | standardDataset=226/228 (99.12%) | hierarchicalRegionDataset=216/228 (94.74%) | seatedDelta=-10 | completionDelta=-4.39% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | hierarchicalRegionWorse=true | standardFamily=REAR_BOUNDARY_LOCK | hierarchicalRegionFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 25 HIERARCHICAL LOCAL-REGION ACTIVATION ============================================================ Date/Time: 2026-07-16 23:42:08 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 5 Scenario seed: -6917015326788615388 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 245 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.43% Blocker-prone seat share (topology component): 65.71% Aisle-assignment balance: 94.69% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2418 Passengers seated: 239/245 Average waiting ticks: 410.04 Longest waiting passenger: P89->32A(LEFT) Longest waiting ticks: 2351 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 3 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 6 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1803 Regions dissolved: 0 Repeated reconstructions avoided: 1803 Largest region lifetime: 1804 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1804:occupied=6 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1677 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1777 Maximum occupied tiles: 14 Seat events: 110 Single-blocker events: 30 Multiple-blocker events: 10 Temporary aisle reoccupations: 50 RIGHT AISLE ----------- Total moves: 2014 Maximum occupied tiles: 12 Seat events: 129 Single-blocker events: 29 Multiple-blocker events: 9 Temporary aisle reoccupations: 47 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 84 Reservations granted: 84 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 5 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 9039 Longest unresolved passenger ID: 50 Longest unresolved row: 32 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 6 Longest dependency chain: P153(29A/LEFT) -> P175(30B/LEFT) -> P210(30C/LEFT) -> P107(32E/LEFT) -> P50(32D/LEFT) -> P89(32A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 153 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 5 Total blocked ticks: 15892 Total stationary ticks: 112835 Seat-event requests: 1931 Failed seat-event starts: 1692 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 89 Critical blocker identity: P89->32A(LEFT) Direct fan-out: 1 Total indirect descendants: 5 Critical tree size including blocker: 6 Critical tree depth: 6 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 6 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P89(32A/LEFT/WAITING_FOR_SEAT_EVENT) P50(32D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P107(32E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P210(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P175(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P153(29A/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1687 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 1 Critical blocker required yield tiles: 33 Critical blocker unavailable yield tiles: 33 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 1687 Middle-bank reservation failures: 0 Active-event deferrals: 579 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 1 Current required yield tiles: 33 Current unavailable yield tiles: 33 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1931\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 25 HIERARCHICAL LOCAL-REGION ACTIVATION ============================================================ Date/Time: 2026-07-16 23:42:08 Experiment mode: HIERARCHICAL_LOCAL_REGION_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 5 Scenario seed: -6917015326788615388 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 245 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: HIERARCHICAL_LOCAL_REGION_DATASET Row-zone concentration (diagnostic control): 31.43% Blocker-prone seat share (topology component): 65.71% Aisle-assignment balance: 94.69% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2379 Passengers seated: 241/245 Average waiting ticks: 438.81 Longest waiting passenger: P141->29E(RIGHT) Longest waiting ticks: 2300 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 2 Cluster candidates evaluated: 4 Executable cluster candidates: 1 Rejected cluster candidates: 3 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 7 Selected release potential total: 6 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 2229 Regions dissolved: 1 Repeated reconstructions avoided: 2229 Largest region lifetime: 2194 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2194:occupied=4 Confirmation deferral ticks: 3 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1665 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1785 Maximum occupied tiles: 18 Seat events: 116 Single-blocker events: 33 Multiple-blocker events: 10 Temporary aisle reoccupations: 53 RIGHT AISLE ----------- Total moves: 2014 Maximum occupied tiles: 20 Seat events: 125 Single-blocker events: 28 Multiple-blocker events: 8 Temporary aisle reoccupations: 44 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1758 Reservations granted: 1750 Reservations denied/waited: 8 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 9252 Longest unresolved passenger ID: 204 Longest unresolved row: 32 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 1 Longest dependency chain: P86(31D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 86 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 17771 Total stationary ticks: 114872 Seat-event requests: 1917 Failed seat-event starts: 1676 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 86 Critical blocker identity: P86->31D(RIGHT) Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 1 Critical tree depth: 1 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 4 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P86(31D/RIGHT/WAITING_FOR_SEAT_EVENT) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 2050 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 2 Critical blocker required yield tiles: 32|33 Critical blocker unavailable yield tiles: 32|33 Critical blocker yield-tile occupants: 204|-1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 3 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1674 Rear-boundary failures: 2 Middle-bank reservation failures: 8 Active-event deferrals: 2050 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[204]: P204(32H/RIGHT/WAITING_AT_ROW@tile32) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P204->32H(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: P204{seat=32H,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=32,directBlocker=-1,lastMoveTick=166,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 32|33 Current unavailable yield tiles: 32|33 Current yield-tile occupants: 204|-1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 4 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_REGION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1925\nPrecedence substitutions made: 5\nDependency chains followed: 1675\nBlocked by waiting-row occupant: 5012\nSubstituted events started: 7\nOccupied-space rejections: 11920\nMaximum scheduling-chain depth: 4\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 05 | standardDataset=239/245 (97.55%) | hierarchicalRegionDataset=241/245 (98.37%) | seatedDelta=+2 | completionDelta=+0.82% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | hierarchicalRegionWorse=false | standardFamily=REAR_BOUNDARY_LOCK | hierarchicalRegionFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 25 HIERARCHICAL LOCAL-REGION ACTIVATION ============================================================ Date/Time: 2026-07-16 23:42:08 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 6 Scenario seed: -6052676718379281108 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.09% Blocker-prone seat share (topology component): 61.42% Aisle-assignment balance: 98.15% OUTCOME ------- Status: SUCCESS Completed ticks: 1176 Passengers seated: 324/324 Average waiting ticks: 531.73 Longest waiting passenger: P170->33I(RIGHT) Longest waiting ticks: 1101 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R2:age=2:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 32 Regions dissolved: 2 Repeated reconstructions avoided: 32 Largest region lifetime: 19 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=19 Confirmation deferral ticks: 3 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2704 Maximum occupied tiles: 15 Seat events: 159 Single-blocker events: 38 Multiple-blocker events: 16 Temporary aisle reoccupations: 75 RIGHT AISLE ----------- Total moves: 2998 Maximum occupied tiles: 16 Seat events: 165 Single-blocker events: 54 Multiple-blocker events: 18 Temporary aisle reoccupations: 93 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 145 Reservations granted: 142 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7449 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9042 Total stationary ticks: 178799 Seat-event requests: 340 Failed seat-event starts: 16 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 755 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 16 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 755 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 343\nPrecedence substitutions made: 9\nDependency chains followed: 11\nBlocked by waiting-row occupant: 11\nSubstituted events started: 10\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 25 HIERARCHICAL LOCAL-REGION ACTIVATION ============================================================ Date/Time: 2026-07-16 23:42:08 Experiment mode: HIERARCHICAL_LOCAL_REGION_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 6 Scenario seed: -6052676718379281108 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: HIERARCHICAL_LOCAL_REGION_DATASET Row-zone concentration (diagnostic control): 28.09% Blocker-prone seat share (topology component): 61.42% Aisle-assignment balance: 98.15% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2107 Passengers seated: 111/324 Average waiting ticks: 1267.98 Longest waiting passenger: P0->4A(LEFT) Longest waiting ticks: 2107 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 30 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 31 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 3781 Regions dissolved: 0 Repeated reconstructions avoided: 3781 Largest region lifetime: 1900 Maximum simultaneous active regions: 2 Regions active at termination: 2 Last lifecycle event: TRACK:R1:age=1900:localMembers=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1846 State changes reopening evaluation: 29 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2157 Maximum occupied tiles: 19 Seat events: 83 Single-blocker events: 18 Multiple-blocker events: 7 Temporary aisle reoccupations: 32 RIGHT AISLE ----------- Total moves: 1438 Maximum occupied tiles: 34 Seat events: 28 Single-blocker events: 9 Multiple-blocker events: 0 Temporary aisle reoccupations: 9 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1935 Reservations granted: 1935 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 179 Remaining moving in aisle: 31 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 57879 Longest unresolved passenger ID: 0 Longest unresolved row: 4 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 31 Longest dependency chain: P146(29I/RIGHT) -> P276(24H/RIGHT) -> P195(27H/RIGHT) -> P48(27I/RIGHT) -> P71(26H/RIGHT) -> P216(30H/RIGHT) -> P76(24D/RIGHT) -> P124(27G/RIGHT) -> P255(25I/RIGHT) -> P21(25H/RIGHT) -> P82(29D/RIGHT) -> P43(28H/RIGHT) -> P223(24J/RIGHT) -> P133(24I/RIGHT) -> P206(28I/RIGHT) -> P270(25D/RIGHT) -> P259(27F/RIGHT) -> P97(30I/RIGHT) -> P131(27J/RIGHT) -> P323(28J/RIGHT) -> P182(24E/RIGHT) -> P4(26F/RIGHT) -> P113(25F/RIGHT) -> P162(30G/RIGHT) -> P110(30F/RIGHT) -> P271(28E/RIGHT) -> P104(28F/RIGHT) -> P148(29J/RIGHT) -> P103(30E/RIGHT) -> P170(33I/RIGHT) -> P119(31D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 146 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 31 Total blocked ticks: 70702 Total stationary ticks: 475091 Seat-event requests: 2004 Failed seat-event starts: 1893 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 119 Critical blocker identity: P119->31D(RIGHT) Direct fan-out: 1 Total indirect descendants: 30 Critical tree size including blocker: 31 Critical tree depth: 31 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 34 Unresolved outside passengers: 179 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P119(31D/RIGHT/WAITING_FOR_SEAT_EVENT) P170(33I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P103(30E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P148(29J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P104(28F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P271(28E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P110(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P162(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P113(25F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P4(26F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P182(24E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P323(28J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P131(27J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P97(30I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P259(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P270(25D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P206(28I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P133(24I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P223(24J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P43(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P82(29D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P21(25H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P255(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P124(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P76(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P216(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P71(26H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P48(27I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P195(27H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P276(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P146(29I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1891 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 32|33|34 Critical blocker unavailable yield tiles: 34 Critical blocker yield-tile occupants: 122 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1891 Rear-boundary failures: 2 Middle-bank reservation failures: 0 Active-event deferrals: 206 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[122]: P122(36H/RIGHT/MOVING_IN_AISLE@tile34) -> P95(35F/RIGHT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P95->35F(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P122{seat=36H,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=34,directBlocker=95,lastMoveTick=199,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 32|33|34 Current unavailable yield tiles: 34 Current yield-tile occupants: 122 Final row-event chain: 119|122|95 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_REGION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2004\nPrecedence substitutions made: 2\nDependency chains followed: 8\nBlocked by waiting-row occupant: 8\nSubstituted events started: 2\nOccupied-space rejections: 1893\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 06 | standardDataset=324/324 (100.00%) | hierarchicalRegionDataset=111/324 (34.26%) | seatedDelta=-213 | completionDelta=-65.74% | outsideDelta=+179 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | hierarchicalRegionWorse=true | standardFamily=COMPLETE_CABIN | hierarchicalRegionFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 25 HIERARCHICAL LOCAL-REGION ACTIVATION ============================================================ Date/Time: 2026-07-16 23:42:08 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 7 Scenario seed: -4884639050347842300 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.39% Blocker-prone seat share (topology component): 67.15% Aisle-assignment balance: 95.62% OUTCOME ------- Status: SUCCESS Completed ticks: 1030 Passengers seated: 274/274 Average waiting ticks: 463.15 Longest waiting passenger: P183->19E(RIGHT) Longest waiting ticks: 980 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles21-23:occupied=3:anchor=P164:selected=P134:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2017 Maximum occupied tiles: 14 Seat events: 131 Single-blocker events: 38 Multiple-blocker events: 12 Temporary aisle reoccupations: 62 RIGHT AISLE ----------- Total moves: 2235 Maximum occupied tiles: 10 Seat events: 143 Single-blocker events: 48 Multiple-blocker events: 14 Temporary aisle reoccupations: 76 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 98 Reservations granted: 98 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4791 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5929 Total stationary ticks: 130757 Seat-event requests: 286 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 595 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 595 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 285\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 25 HIERARCHICAL LOCAL-REGION ACTIVATION ============================================================ Date/Time: 2026-07-16 23:42:08 Experiment mode: HIERARCHICAL_LOCAL_REGION_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 7 Scenario seed: -4884639050347842300 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: HIERARCHICAL_LOCAL_REGION_DATASET Row-zone concentration (diagnostic control): 31.39% Blocker-prone seat share (topology component): 67.15% Aisle-assignment balance: 95.62% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 1705 Passengers seated: 44/274 Average waiting ticks: 1104.99 Longest waiting passenger: P0->10C(LEFT) Longest waiting ticks: 1705 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 39 Cluster candidates evaluated: 32 Executable cluster candidates: 0 Rejected cluster candidates: 32 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 32 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 3080 Regions dissolved: 0 Repeated reconstructions avoided: 3080 Largest region lifetime: 1554 Maximum simultaneous active regions: 2 Regions active at termination: 2 Last lifecycle event: UPDATE:R2:age=1528:occupied=32 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1488 State changes reopening evaluation: 37 Region priority competitions: 1509 Regions ranked: 3018 Hierarchical selections: 1509 Lower-priority evaluations deferred: 1505 Highest selected priority score: 35310 Left/right priority wins: 3/1506 Priority ties: 0 Last priority decision: LEFT:R1:score=34210 | RIGHT:R2:score=35310 | selected=RIGHT LEFT AISLE ---------- Total moves: 1051 Maximum occupied tiles: 31 Seat events: 22 Single-blocker events: 5 Multiple-blocker events: 1 Temporary aisle reoccupations: 7 RIGHT AISLE ----------- Total moves: 1091 Maximum occupied tiles: 32 Seat events: 22 Single-blocker events: 3 Multiple-blocker events: 2 Temporary aisle reoccupations: 7 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 17 Reservations granted: 17 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 167 Remaining moving in aisle: 60 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 89751 Longest unresolved passenger ID: 0 Longest unresolved row: 10 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 31 Longest dependency chain: P193(16C/LEFT) -> P264(18D/LEFT) -> P151(18B/LEFT) -> P87(24F/LEFT) -> P215(22C/LEFT) -> P1(23F/LEFT) -> P97(25C/LEFT) -> P194(22B/LEFT) -> P206(25B/LEFT) -> P263(23D/LEFT) -> P39(25E/LEFT) -> P169(24E/LEFT) -> P77(24B/LEFT) -> P221(25A/LEFT) -> P6(22D/LEFT) -> P123(22A/LEFT) -> P30(23B/LEFT) -> P130(21C/LEFT) -> P108(21A/LEFT) -> P103(25D/LEFT) -> P222(23C/LEFT) -> P88(24C/LEFT) -> P160(26B/LEFT) -> P252(26A/LEFT) -> P180(26D/LEFT) -> P267(30A/LEFT) -> P202(29A/LEFT) -> P214(29C/LEFT) -> P157(30B/LEFT) -> P99(32C/LEFT) -> P89(31A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 193 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 60 Total blocked ticks: 96955 Total stationary ticks: 394846 Seat-event requests: 3087 Failed seat-event starts: 3043 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 89 Critical blocker identity: P89->31A(LEFT) Direct fan-out: 1 Total indirect descendants: 30 Critical tree size including blocker: 31 Critical tree depth: 31 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 63 Unresolved outside passengers: 167 Unresolved internal passengers outside critical tree: 32 Critical blocker tree: P89(31A/LEFT/WAITING_FOR_SEAT_EVENT) P99(32C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P157(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P214(29C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P202(29A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P267(30A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P180(26D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P252(26A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P160(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P88(24C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P222(23C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P103(25D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P108(21A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P130(21C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P30(23B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P123(22A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P6(22D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P221(25A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P77(24B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P169(24E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P39(25E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P263(23D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P206(25B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P194(22B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P97(25C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P1(23F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P215(22C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P87(24F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P151(18B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P264(18D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P193(16C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1533 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 32|33 Critical blocker unavailable yield tiles: 33 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 2 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1510 Rear-boundary failures: 1533 Middle-bank reservation failures: 0 Active-event deferrals: 99 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 32|33 Current unavailable yield tiles: 33 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_REGION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3087\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 1511\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 07 | standardDataset=274/274 (100.00%) | hierarchicalRegionDataset=44/274 (16.06%) | seatedDelta=-230 | completionDelta=-83.94% | outsideDelta=+167 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | hierarchicalRegionWorse=true | standardFamily=COMPLETE_CABIN | hierarchicalRegionFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 25 HIERARCHICAL LOCAL-REGION ACTIVATION ============================================================ Date/Time: 2026-07-16 23:42:08 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 8 Scenario seed: 5987859498965562411 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.77% Blocker-prone seat share (topology component): 76.56% Aisle-assignment balance: 93.75% OUTCOME ------- Status: SUCCESS Completed ticks: 722 Passengers seated: 192/192 Average waiting ticks: 309.84 Longest waiting passenger: P6->4H(RIGHT) Longest waiting ticks: 667 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1286 Maximum occupied tiles: 12 Seat events: 90 Single-blocker events: 17 Multiple-blocker events: 6 Temporary aisle reoccupations: 30 RIGHT AISLE ----------- Total moves: 1496 Maximum occupied tiles: 11 Seat events: 102 Single-blocker events: 22 Multiple-blocker events: 7 Temporary aisle reoccupations: 37 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 99 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3347 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4372 Total stationary ticks: 62355 Seat-event requests: 198 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 512 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 512 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 198\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 25 HIERARCHICAL LOCAL-REGION ACTIVATION ============================================================ Date/Time: 2026-07-16 23:42:08 Experiment mode: HIERARCHICAL_LOCAL_REGION_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 8 Scenario seed: 5987859498965562411 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: HIERARCHICAL_LOCAL_REGION_DATASET Row-zone concentration (diagnostic control): 31.77% Blocker-prone seat share (topology component): 76.56% Aisle-assignment balance: 93.75% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 1997 Passengers seated: 96/192 Average waiting ticks: 833.03 Longest waiting passenger: P2->8C(RIGHT) Longest waiting ticks: 1997 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 32 Cluster candidates evaluated: 31 Executable cluster candidates: 0 Rejected cluster candidates: 31 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 29 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1850 Regions dissolved: 0 Repeated reconstructions avoided: 1850 Largest region lifetime: 1851 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1851:occupied=29 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1751 State changes reopening evaluation: 31 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1189 Maximum occupied tiles: 14 Seat events: 66 Single-blocker events: 14 Multiple-blocker events: 1 Temporary aisle reoccupations: 17 RIGHT AISLE ----------- Total moves: 1119 Maximum occupied tiles: 29 Seat events: 30 Single-blocker events: 5 Multiple-blocker events: 1 Temporary aisle reoccupations: 7 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1834 Reservations granted: 1834 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 67 Remaining moving in aisle: 27 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 47371 Longest unresolved passenger ID: 2 Longest unresolved row: 8 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 25 Longest dependency chain: P65(13H/RIGHT) -> P140(11C/RIGHT) -> P92(14E/RIGHT) -> P82(18G/RIGHT) -> P109(15G/RIGHT) -> P176(16G/RIGHT) -> P55(19G/RIGHT) -> P30(15H/RIGHT) -> P179(19F/RIGHT) -> P10(16E/RIGHT) -> P113(19H/RIGHT) -> P181(18D/RIGHT) -> P11(16D/RIGHT) -> P124(17F/RIGHT) -> P178(18H/RIGHT) -> P95(19C/RIGHT) -> P158(19D/RIGHT) -> P62(24G/RIGHT) -> P9(21G/RIGHT) -> P33(23H/RIGHT) -> P166(25G/RIGHT) -> P69(23G/RIGHT) -> P54(25H/RIGHT) -> P105(25C/RIGHT) -> P76(25D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 65 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 27 Total blocked ticks: 55119 Total stationary ticks: 210891 Seat-event requests: 1883 Failed seat-event starts: 1787 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 76 Critical blocker identity: P76->25D(RIGHT) Direct fan-out: 1 Total indirect descendants: 24 Critical tree size including blocker: 25 Critical tree depth: 25 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 29 Unresolved outside passengers: 67 Unresolved internal passengers outside critical tree: 4 Critical blocker tree: P76(25D/RIGHT/WAITING_FOR_SEAT_EVENT) P105(25C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P54(25H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P69(23G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P166(25G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P33(23H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P9(21G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P62(24G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P158(19D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P95(19C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P178(18H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P124(17F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P11(16D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P181(18D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P113(19H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P10(16E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P179(19F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P30(15H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P55(19G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P176(16G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P109(15G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P82(18G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P92(14E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P140(11C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P65(13H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1760 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 26|27 Critical blocker unavailable yield tiles: 27 Critical blocker yield-tile occupants: 50 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1760 Rear-boundary failures: 27 Middle-bank reservation failures: 0 Active-event deferrals: 160 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 4 Yield-occupant trace: yieldOccupant[50]: P50(30H/RIGHT/MOVING_IN_AISLE@tile27) -> P172(29G/RIGHT/MOVING_IN_AISLE@tile28) -> P117(30G/RIGHT/MOVING_IN_AISLE@tile29) -> P151(30E/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P151->30E(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P50{seat=30H,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=27,directBlocker=172,lastMoveTick=145,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 26|27 Current unavailable yield tiles: 27 Current yield-tile occupants: 50 Final row-event chain: 76|50|172|117|151 Final row-event chain length: 5 Distinct row events in chain: 5 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_REGION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1883\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 1761\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 08 | standardDataset=192/192 (100.00%) | hierarchicalRegionDataset=96/192 (50.00%) | seatedDelta=-96 | completionDelta=-50.00% | outsideDelta=+67 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | hierarchicalRegionWorse=true | standardFamily=COMPLETE_CABIN | hierarchicalRegionFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 25 HIERARCHICAL LOCAL-REGION ACTIVATION ============================================================ Date/Time: 2026-07-16 23:42:08 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 9 Scenario seed: 7140648722707885309 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.26% Blocker-prone seat share (topology component): 73.15% Aisle-assignment balance: 95.37% OUTCOME ------- Status: SUCCESS Completed ticks: 808 Passengers seated: 216/216 Average waiting ticks: 349.20 Longest waiting passenger: P151->29F(LEFT) Longest waiting ticks: 737 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 51 Regions dissolved: 2 Repeated reconstructions avoided: 51 Largest region lifetime: 35 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1614 Maximum occupied tiles: 12 Seat events: 113 Single-blocker events: 26 Multiple-blocker events: 8 Temporary aisle reoccupations: 46 RIGHT AISLE ----------- Total moves: 1539 Maximum occupied tiles: 12 Seat events: 103 Single-blocker events: 22 Multiple-blocker events: 9 Temporary aisle reoccupations: 42 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 119 Reservations granted: 119 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4087 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5106 Total stationary ticks: 78919 Seat-event requests: 224 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 487 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 487 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 224\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 25 HIERARCHICAL LOCAL-REGION ACTIVATION ============================================================ Date/Time: 2026-07-16 23:42:08 Experiment mode: HIERARCHICAL_LOCAL_REGION_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 9 Scenario seed: 7140648722707885309 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: HIERARCHICAL_LOCAL_REGION_DATASET Row-zone concentration (diagnostic control): 34.26% Blocker-prone seat share (topology component): 73.15% Aisle-assignment balance: 95.37% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2280 Passengers seated: 212/216 Average waiting ticks: 362.12 Longest waiting passenger: P195->29D(LEFT) Longest waiting ticks: 2197 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 6 Cluster candidates evaluated: 6 Executable cluster candidates: 0 Rejected cluster candidates: 6 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 4 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2160 Regions dissolved: 0 Repeated reconstructions avoided: 2160 Largest region lifetime: 2161 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2161:occupied=4 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1659 State changes reopening evaluation: 5 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1610 Maximum occupied tiles: 20 Seat events: 109 Single-blocker events: 20 Multiple-blocker events: 9 Temporary aisle reoccupations: 41 RIGHT AISLE ----------- Total moves: 1539 Maximum occupied tiles: 18 Seat events: 103 Single-blocker events: 23 Multiple-blocker events: 7 Temporary aisle reoccupations: 41 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1800 Reservations granted: 1781 Reservations denied/waited: 19 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 2 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7397 Longest unresolved passenger ID: 181 Longest unresolved row: 30 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P151(29F/LEFT) -> P181(30B/LEFT) -> P195(29D/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 151 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 2 Total blocked ticks: 16870 Total stationary ticks: 89320 Seat-event requests: 1886 Failed seat-event starts: 1674 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 195 Critical blocker identity: P195->29D(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 4 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P195(29D/LEFT/WAITING_FOR_SEAT_EVENT) P181(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P151(29F/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1674 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 103 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1674 Rear-boundary failures: 0 Middle-bank reservation failures: 19 Active-event deferrals: 1116 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[103]: P103(30E/LEFT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P103->30E(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P103{seat=30E,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=104,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 30 Current unavailable yield tiles: 30 Current yield-tile occupants: 103 Final row-event chain: 195|103 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_REGION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1906\nPrecedence substitutions made: 3\nDependency chains followed: 1676\nBlocked by waiting-row occupant: 1676\nSubstituted events started: 4\nOccupied-space rejections: 1679\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 09 | standardDataset=216/216 (100.00%) | hierarchicalRegionDataset=212/216 (98.15%) | seatedDelta=-4 | completionDelta=-1.85% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | hierarchicalRegionWorse=true | standardFamily=COMPLETE_CABIN | hierarchicalRegionFamily=LINKED_ROW_EVENT_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 25 HIERARCHICAL LOCAL-REGION ACTIVATION ============================================================ Date/Time: 2026-07-16 23:42:08 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 10 Scenario seed: -4639142616902254495 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.81% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 97.92% OUTCOME ------- Status: SUCCESS Completed ticks: 697 Passengers seated: 192/192 Average waiting ticks: 306.85 Longest waiting passenger: P149->22C(LEFT) Longest waiting ticks: 639 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 3 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 6 Last cluster decision: LEFT:tiles17-20:occupied=3:anchor=P130:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 20 Regions dissolved: 2 Repeated reconstructions avoided: 20 Largest region lifetime: 11 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=11 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1445 Maximum occupied tiles: 11 Seat events: 98 Single-blocker events: 25 Multiple-blocker events: 13 Temporary aisle reoccupations: 52 RIGHT AISLE ----------- Total moves: 1338 Maximum occupied tiles: 11 Seat events: 94 Single-blocker events: 29 Multiple-blocker events: 8 Temporary aisle reoccupations: 49 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 108 Reservations granted: 106 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3566 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4804 Total stationary ticks: 62094 Seat-event requests: 208 Failed seat-event starts: 16 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 534 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 16 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 534 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 209\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 19\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 25 HIERARCHICAL LOCAL-REGION ACTIVATION ============================================================ Date/Time: 2026-07-16 23:42:08 Experiment mode: HIERARCHICAL_LOCAL_REGION_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 10 Scenario seed: -4639142616902254495 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: HIERARCHICAL_LOCAL_REGION_DATASET Row-zone concentration (diagnostic control): 32.81% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 97.92% OUTCOME ------- Status: SUCCESS Completed ticks: 687 Passengers seated: 192/192 Average waiting ticks: 312.04 Longest waiting passenger: P133->5B(LEFT) Longest waiting ticks: 676 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 7 Selected release potential total: 11 Last cluster decision: LEFT:tiles10-16:occupied=6:anchor=P68:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 69 Regions dissolved: 2 Repeated reconstructions avoided: 69 Largest region lifetime: 40 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=40 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1445 Maximum occupied tiles: 20 Seat events: 98 Single-blocker events: 26 Multiple-blocker events: 16 Temporary aisle reoccupations: 59 RIGHT AISLE ----------- Total moves: 1338 Maximum occupied tiles: 17 Seat events: 94 Single-blocker events: 27 Multiple-blocker events: 6 Temporary aisle reoccupations: 42 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 122 Reservations granted: 115 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6464 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7290 Total stationary ticks: 65786 Seat-event requests: 208 Failed seat-event starts: 16 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 344 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 16 Rear-boundary failures: 0 Middle-bank reservation failures: 7 Active-event deferrals: 344 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_REGION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 214\nPrecedence substitutions made: 5\nDependency chains followed: 16\nBlocked by waiting-row occupant: 17\nSubstituted events started: 9\nOccupied-space rejections: 25\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 10 | standardDataset=192/192 (100.00%) | hierarchicalRegionDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | hierarchicalRegionWorse=false | standardFamily=COMPLETE_CABIN | hierarchicalRegionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 25 HIERARCHICAL LOCAL-REGION ACTIVATION ============================================================ Date/Time: 2026-07-16 23:42:08 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 11 Scenario seed: 9123245050518735552 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 92.20% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2494 Passengers seated: 270/282 Average waiting ticks: 473.64 Longest waiting passenger: P24->24I(RIGHT) Longest waiting ticks: 2455 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 12 Cluster candidates evaluated: 8 Executable cluster candidates: 1 Rejected cluster candidates: 7 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 12 Selected release potential total: 7 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1699 Regions dissolved: 1 Repeated reconstructions avoided: 1699 Largest region lifetime: 1651 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1651:occupied=12 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1535 State changes reopening evaluation: 10 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2077 Maximum occupied tiles: 13 Seat events: 130 Single-blocker events: 42 Multiple-blocker events: 16 Temporary aisle reoccupations: 74 RIGHT AISLE ----------- Total moves: 2286 Maximum occupied tiles: 17 Seat events: 140 Single-blocker events: 40 Multiple-blocker events: 13 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 149 Reservations granted: 144 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 10 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 16374 Longest unresolved passenger ID: 102 Longest unresolved row: 32 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 7 Longest dependency chain: P124(27G/RIGHT) -> P77(32I/RIGHT) -> P133(29G/RIGHT) -> P79(31G/RIGHT) -> P11(31I/RIGHT) -> P102(32E/RIGHT) -> P36(31D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 124 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 10 Total blocked ticks: 25823 Total stationary ticks: 153991 Seat-event requests: 1843 Failed seat-event starts: 1573 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 36 Critical blocker identity: P36->31D(RIGHT) Direct fan-out: 1 Total indirect descendants: 6 Critical tree size including blocker: 7 Critical tree depth: 7 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 12 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 5 Critical blocker tree: P36(31D/RIGHT/WAITING_FOR_SEAT_EVENT) P102(32E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P11(31I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P79(31G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P133(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P77(32I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P124(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1520 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 2 Critical blocker required yield tiles: 32|33 Critical blocker unavailable yield tiles: 33 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1520 Rear-boundary failures: 53 Middle-bank reservation failures: 5 Active-event deferrals: 804 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 32|33 Current unavailable yield tiles: 33 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1847\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 1525\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 25 HIERARCHICAL LOCAL-REGION ACTIVATION ============================================================ Date/Time: 2026-07-16 23:42:08 Experiment mode: HIERARCHICAL_LOCAL_REGION_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 11 Scenario seed: 9123245050518735552 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: HIERARCHICAL_LOCAL_REGION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 92.20% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2542 Passengers seated: 280/282 Average waiting ticks: 474.45 Longest waiting passenger: P185->32D(RIGHT) Longest waiting ticks: 2440 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2077 Maximum occupied tiles: 17 Seat events: 130 Single-blocker events: 41 Multiple-blocker events: 17 Temporary aisle reoccupations: 75 RIGHT AISLE ----------- Total moves: 2331 Maximum occupied tiles: 17 Seat events: 150 Single-blocker events: 42 Multiple-blocker events: 16 Temporary aisle reoccupations: 74 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1806 Reservations granted: 1804 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 10067 Longest unresolved passenger ID: 268 Longest unresolved row: 32 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P268(32F/RIGHT) -> P185(32D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 268 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 15501 Total stationary ticks: 145054 Seat-event requests: 1996 Failed seat-event starts: 1716 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 185 Critical blocker identity: P185->32D(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P185(32D/RIGHT/WAITING_FOR_SEAT_EVENT) P268(32F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1709 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 1 Critical blocker required yield tiles: 33 Critical blocker unavailable yield tiles: 33 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 1709 Middle-bank reservation failures: 2 Active-event deferrals: 920 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 1 Current required yield tiles: 33 Current unavailable yield tiles: 33 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_REGION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1998\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 11 | standardDataset=270/282 (95.74%) | hierarchicalRegionDataset=280/282 (99.29%) | seatedDelta=+10 | completionDelta=+3.55% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | hierarchicalRegionWorse=false | standardFamily=REAR_BOUNDARY_LOCK | hierarchicalRegionFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 25 HIERARCHICAL LOCAL-REGION ACTIVATION ============================================================ Date/Time: 2026-07-16 23:42:08 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 12 Scenario seed: -1434714116839518672 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 75.74% Aisle-assignment balance: 94.47% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2303 Passengers seated: 225/235 Average waiting ticks: 409.68 Longest waiting passenger: P152->16G(RIGHT) Longest waiting ticks: 2303 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 2 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 6 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1506 Regions dissolved: 0 Repeated reconstructions avoided: 1506 Largest region lifetime: 1507 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1507:occupied=6 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1498 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1538 Maximum occupied tiles: 13 Seat events: 111 Single-blocker events: 26 Multiple-blocker events: 11 Temporary aisle reoccupations: 50 RIGHT AISLE ----------- Total moves: 1747 Maximum occupied tiles: 12 Seat events: 114 Single-blocker events: 30 Multiple-blocker events: 7 Temporary aisle reoccupations: 47 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1620 Reservations granted: 1620 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 1 Remaining moving in aisle: 6 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 9530 Longest unresolved passenger ID: 152 Longest unresolved row: 16 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 6 Longest dependency chain: P133(17E/RIGHT) -> P153(17G/RIGHT) -> P205(24C/RIGHT) -> P9(19H/RIGHT) -> P76(26E/RIGHT) -> P67(6C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 133 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 6 Total blocked ticks: 18945 Total stationary ticks: 109018 Seat-event requests: 1734 Failed seat-event starts: 1509 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 67 Critical blocker identity: P67->6C(RIGHT) Direct fan-out: 1 Total indirect descendants: 5 Critical tree size including blocker: 6 Critical tree depth: 6 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 9 Unresolved outside passengers: 1 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P67(6C/RIGHT/WAITING_FOR_SEAT_EVENT) P76(26E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P9(19H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P205(24C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P153(17G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P133(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1509 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 7|8|9 Critical blocker unavailable yield tiles: 9 Critical blocker yield-tile occupants: 204 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1509 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 513 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[204]: P204(25F/RIGHT/MOVING_IN_AISLE@tile9) -> P122(10C/RIGHT/WAITING_AT_ROW@tile10) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P122->10C(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P204{seat=25F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=9,directBlocker=122,lastMoveTick=791,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 7|8|9 Current unavailable yield tiles: 9 Current yield-tile occupants: 204 Final row-event chain: 67|204|122 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 7\nOccupied-space rejections: 1513\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 25 HIERARCHICAL LOCAL-REGION ACTIVATION ============================================================ Date/Time: 2026-07-16 23:42:08 Experiment mode: HIERARCHICAL_LOCAL_REGION_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 12 Scenario seed: -1434714116839518672 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: HIERARCHICAL_LOCAL_REGION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 75.74% Aisle-assignment balance: 94.47% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 1794 Passengers seated: 47/235 Average waiting ticks: 1252.96 Longest waiting passenger: P0->11D(LEFT) Longest waiting ticks: 1794 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 30 Cluster candidates evaluated: 60 Executable cluster candidates: 0 Rejected cluster candidates: 60 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 30 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1704 Regions dissolved: 0 Repeated reconstructions avoided: 1704 Largest region lifetime: 1705 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1705:occupied=30 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1671 State changes reopening evaluation: 29 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 938 Maximum occupied tiles: 16 Seat events: 39 Single-blocker events: 8 Multiple-blocker events: 2 Temporary aisle reoccupations: 12 RIGHT AISLE ----------- Total moves: 645 Maximum occupied tiles: 30 Seat events: 8 Single-blocker events: 1 Multiple-blocker events: 0 Temporary aisle reoccupations: 1 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1729 Reservations granted: 1729 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 158 Remaining moving in aisle: 27 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 45686 Longest unresolved passenger ID: 0 Longest unresolved row: 11 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 26 Longest dependency chain: P141(21F/RIGHT) -> P19(24F/RIGHT) -> P201(23G/RIGHT) -> P137(21C/RIGHT) -> P109(20H/RIGHT) -> P98(22D/RIGHT) -> P62(23F/RIGHT) -> P154(24E/RIGHT) -> P117(25H/RIGHT) -> P104(25G/RIGHT) -> P43(21H/RIGHT) -> P14(21G/RIGHT) -> P111(25D/RIGHT) -> P216(24G/RIGHT) -> P228(22H/RIGHT) -> P69(22G/RIGHT) -> P132(20D/RIGHT) -> P76(26E/RIGHT) -> P181(28E/RIGHT) -> P64(27F/RIGHT) -> P142(29H/RIGHT) -> P194(26G/RIGHT) -> P17(26H/RIGHT) -> P22(29C/RIGHT) -> P150(28G/RIGHT) -> P138(26D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 141 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 27 Total blocked ticks: 53227 Total stationary ticks: 342279 Seat-event requests: 1755 Failed seat-event starts: 1708 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 138 Critical blocker identity: P138->26D(RIGHT) Direct fan-out: 1 Total indirect descendants: 25 Critical tree size including blocker: 26 Critical tree depth: 26 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 30 Unresolved outside passengers: 158 Unresolved internal passengers outside critical tree: 4 Critical blocker tree: P138(26D/RIGHT/WAITING_FOR_SEAT_EVENT) P150(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P22(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P17(26H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P194(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P142(29H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P64(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P181(28E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P76(26E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P132(20D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P69(22G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P228(22H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P216(24G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P111(25D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P14(21G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P43(21H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P104(25G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P117(25H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P154(24E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P62(23F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P98(22D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P109(20H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P137(21C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P201(23G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P19(24F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P141(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1703 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 27 Critical blocker unavailable yield tiles: 27 Critical blocker yield-tile occupants: 56 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 3 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1703 Rear-boundary failures: 5 Middle-bank reservation failures: 0 Active-event deferrals: 55 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[56]: P56(27H/RIGHT/WAITING_AT_ROW@tile27) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P56->27H(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P56{seat=27H,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=27,directBlocker=-1,lastMoveTick=91,reason=WAITING_FOR_SEAT_EVENT,prerequisite=YIELD_TILE_OCCUPIED} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 27 Current unavailable yield tiles: 27 Current yield-tile occupants: 56 Final row-event chain: 138|56 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_REGION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1755\nPrecedence substitutions made: 1\nDependency chains followed: 1703\nBlocked by waiting-row occupant: 1703\nSubstituted events started: 1\nOccupied-space rejections: 6840\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 12 | standardDataset=225/235 (95.74%) | hierarchicalRegionDataset=47/235 (20.00%) | seatedDelta=-178 | completionDelta=-75.74% | outsideDelta=+157 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | hierarchicalRegionWorse=true | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | hierarchicalRegionFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 25 HIERARCHICAL LOCAL-REGION ACTIVATION ============================================================ Date/Time: 2026-07-16 23:42:08 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 13 Scenario seed: 7696226853648624445 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.78% Blocker-prone seat share (topology component): 59.65% Aisle-assignment balance: 94.74% OUTCOME ------- Status: SUCCESS Completed ticks: 1267 Passengers seated: 342/342 Average waiting ticks: 562.98 Longest waiting passenger: P1->23E(LEFT) Longest waiting ticks: 1201 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 48 Regions dissolved: 3 Repeated reconstructions avoided: 48 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=23 Confirmation deferral ticks: 3 Regions reaching confirmation: 0 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3204 Maximum occupied tiles: 14 Seat events: 180 Single-blocker events: 52 Multiple-blocker events: 25 Temporary aisle reoccupations: 106 RIGHT AISLE ----------- Total moves: 2845 Maximum occupied tiles: 13 Seat events: 162 Single-blocker events: 41 Multiple-blocker events: 29 Temporary aisle reoccupations: 105 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 156 Reservations granted: 154 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7845 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9443 Total stationary ticks: 199282 Seat-event requests: 358 Failed seat-event starts: 16 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 766 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 16 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 766 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 360\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 6\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 25 HIERARCHICAL LOCAL-REGION ACTIVATION ============================================================ Date/Time: 2026-07-16 23:42:08 Experiment mode: HIERARCHICAL_LOCAL_REGION_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 13 Scenario seed: 7696226853648624445 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: HIERARCHICAL_LOCAL_REGION_DATASET Row-zone concentration (diagnostic control): 27.78% Blocker-prone seat share (topology component): 59.65% Aisle-assignment balance: 94.74% OUTCOME ------- Status: SUCCESS Completed ticks: 1250 Passengers seated: 342/342 Average waiting ticks: 576.92 Longest waiting passenger: P293->3B(LEFT) Longest waiting ticks: 1240 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3204 Maximum occupied tiles: 21 Seat events: 180 Single-blocker events: 52 Multiple-blocker events: 29 Temporary aisle reoccupations: 114 RIGHT AISLE ----------- Total moves: 2845 Maximum occupied tiles: 19 Seat events: 162 Single-blocker events: 37 Multiple-blocker events: 27 Temporary aisle reoccupations: 97 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 170 Reservations granted: 153 Reservations denied/waited: 17 Simultaneous opposite-aisle conflicts: 2 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 13886 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 15018 Total stationary ticks: 209933 Seat-event requests: 355 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 491 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 1 Middle-bank reservation failures: 17 Active-event deferrals: 491 Simultaneous arbitration losses: 2 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_REGION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 374\nPrecedence substitutions made: 9\nDependency chains followed: 9\nBlocked by waiting-row occupant: 9\nSubstituted events started: 12\nOccupied-space rejections: 19\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 13 | standardDataset=342/342 (100.00%) | hierarchicalRegionDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | hierarchicalRegionWorse=false | standardFamily=COMPLETE_CABIN | hierarchicalRegionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 25 HIERARCHICAL LOCAL-REGION ACTIVATION ============================================================ Date/Time: 2026-07-16 23:42:08 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 14 Scenario seed: 287374858204591444 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.82% Blocker-prone seat share (topology component): 67.57% Aisle-assignment balance: 96.53% OUTCOME ------- Status: SUCCESS Completed ticks: 954 Passengers seated: 259/259 Average waiting ticks: 431.82 Longest waiting passenger: P123->9C(LEFT) Longest waiting ticks: 913 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2026 Maximum occupied tiles: 10 Seat events: 134 Single-blocker events: 29 Multiple-blocker events: 19 Temporary aisle reoccupations: 67 RIGHT AISLE ----------- Total moves: 2033 Maximum occupied tiles: 12 Seat events: 125 Single-blocker events: 34 Multiple-blocker events: 8 Temporary aisle reoccupations: 50 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 89 Reservations granted: 86 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4974 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5984 Total stationary ticks: 115920 Seat-event requests: 265 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 547 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 547 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 268\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 25 HIERARCHICAL LOCAL-REGION ACTIVATION ============================================================ Date/Time: 2026-07-16 23:42:08 Experiment mode: HIERARCHICAL_LOCAL_REGION_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 14 Scenario seed: 287374858204591444 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: HIERARCHICAL_LOCAL_REGION_DATASET Row-zone concentration (diagnostic control): 32.82% Blocker-prone seat share (topology component): 67.57% Aisle-assignment balance: 96.53% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2002 Passengers seated: 94/259 Average waiting ticks: 1116.58 Longest waiting passenger: P0->8E(RIGHT) Longest waiting ticks: 2002 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 41 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 32 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1864 Regions dissolved: 0 Repeated reconstructions avoided: 1864 Largest region lifetime: 1865 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1865:occupied=32 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1760 State changes reopening evaluation: 40 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1562 Maximum occupied tiles: 18 Seat events: 68 Single-blocker events: 16 Multiple-blocker events: 10 Temporary aisle reoccupations: 36 RIGHT AISLE ----------- Total moves: 1176 Maximum occupied tiles: 32 Seat events: 26 Single-blocker events: 5 Multiple-blocker events: 0 Temporary aisle reoccupations: 5 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1840 Reservations granted: 1837 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 133 Remaining moving in aisle: 31 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 55092 Longest unresolved passenger ID: 0 Longest unresolved row: 8 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 32 Longest dependency chain: P113(16I/RIGHT) -> P201(16F/RIGHT) -> P149(17I/RIGHT) -> P119(16H/RIGHT) -> P46(19G/RIGHT) -> P23(20H/RIGHT) -> P48(25I/RIGHT) -> P95(22H/RIGHT) -> P22(23F/RIGHT) -> P178(24G/RIGHT) -> P212(21H/RIGHT) -> P218(26I/RIGHT) -> P143(21F/RIGHT) -> P105(25G/RIGHT) -> P21(26F/RIGHT) -> P249(24I/RIGHT) -> P181(21D/RIGHT) -> P129(23H/RIGHT) -> P16(23D/RIGHT) -> P139(22D/RIGHT) -> P112(26G/RIGHT) -> P247(24H/RIGHT) -> P124(25D/RIGHT) -> P136(26D/RIGHT) -> P168(26H/RIGHT) -> P227(27H/RIGHT) -> P238(29H/RIGHT) -> P34(30G/RIGHT) -> P219(32H/RIGHT) -> P137(31I/RIGHT) -> P98(32I/RIGHT) -> P111(32D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 113 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 31 Total blocked ticks: 62086 Total stationary ticks: 348844 Seat-event requests: 1902 Failed seat-event starts: 1808 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 111 Critical blocker identity: P111->32D(RIGHT) Direct fan-out: 1 Total indirect descendants: 31 Critical tree size including blocker: 32 Critical tree depth: 32 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 32 Unresolved outside passengers: 133 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P111(32D/RIGHT/WAITING_FOR_SEAT_EVENT) P98(32I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P137(31I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P219(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P34(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P238(29H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P227(27H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P168(26H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P136(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P124(25D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P247(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P112(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P139(22D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P16(23D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P129(23H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P181(21D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P249(24I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P21(26F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P105(25G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P143(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P218(26I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P212(21H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P178(24G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P22(23F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P95(22H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P48(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P23(20H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P46(19G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P119(16H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P149(17I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P201(16F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P113(16I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1806 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 33|34 Critical blocker unavailable yield tiles: 33|34 Critical blocker yield-tile occupants: -1|-1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 2 Rear-boundary failures: 1806 Middle-bank reservation failures: 3 Active-event deferrals: 137 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 33|34 Current unavailable yield tiles: 33|34 Current yield-tile occupants: -1|-1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_REGION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1905\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 2\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 14 | standardDataset=259/259 (100.00%) | hierarchicalRegionDataset=94/259 (36.29%) | seatedDelta=-165 | completionDelta=-63.71% | outsideDelta=+133 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | hierarchicalRegionWorse=true | standardFamily=COMPLETE_CABIN | hierarchicalRegionFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 25 HIERARCHICAL LOCAL-REGION ACTIVATION ============================================================ Date/Time: 2026-07-16 23:42:08 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 15 Scenario seed: -3331492774947506373 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.09% Blocker-prone seat share (topology component): 59.57% Aisle-assignment balance: 97.53% OUTCOME ------- Status: SUCCESS Completed ticks: 1183 Passengers seated: 324/324 Average waiting ticks: 542.25 Longest waiting passenger: P132->4E(LEFT) Longest waiting ticks: 1114 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 4 Cluster candidates evaluated: 3 Executable cluster candidates: 1 Rejected cluster candidates: 2 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 6 Selected release potential total: 5 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 84 Regions dissolved: 3 Repeated reconstructions avoided: 84 Largest region lifetime: 40 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=28 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2764 Maximum occupied tiles: 14 Seat events: 166 Single-blocker events: 52 Multiple-blocker events: 23 Temporary aisle reoccupations: 100 RIGHT AISLE ----------- Total moves: 2817 Maximum occupied tiles: 15 Seat events: 158 Single-blocker events: 37 Multiple-blocker events: 29 Temporary aisle reoccupations: 102 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 151 Reservations granted: 148 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6380 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8094 Total stationary ticks: 180963 Seat-event requests: 350 Failed seat-event starts: 26 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 915 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 25 Rear-boundary failures: 1 Middle-bank reservation failures: 3 Active-event deferrals: 915 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 352\nPrecedence substitutions made: 3\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 4\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 25 HIERARCHICAL LOCAL-REGION ACTIVATION ============================================================ Date/Time: 2026-07-16 23:42:08 Experiment mode: HIERARCHICAL_LOCAL_REGION_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 15 Scenario seed: -3331492774947506373 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: HIERARCHICAL_LOCAL_REGION_DATASET Row-zone concentration (diagnostic control): 28.09% Blocker-prone seat share (topology component): 59.57% Aisle-assignment balance: 97.53% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2119 Passengers seated: 112/324 Average waiting ticks: 1264.80 Longest waiting passenger: P5->10E(LEFT) Longest waiting ticks: 2119 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 46 Cluster candidates evaluated: 92 Executable cluster candidates: 0 Rejected cluster candidates: 92 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 36 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1961 Regions dissolved: 0 Repeated reconstructions avoided: 1961 Largest region lifetime: 1962 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1962:occupied=36 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1859 State changes reopening evaluation: 45 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1413 Maximum occupied tiles: 36 Seat events: 27 Single-blocker events: 6 Multiple-blocker events: 1 Temporary aisle reoccupations: 8 RIGHT AISLE ----------- Total moves: 2228 Maximum occupied tiles: 20 Seat events: 85 Single-blocker events: 17 Multiple-blocker events: 13 Temporary aisle reoccupations: 45 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 47 Reservations granted: 47 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 176 Remaining moving in aisle: 33 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 61212 Longest unresolved passenger ID: 5 Longest unresolved row: 10 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 34 Longest dependency chain: P267(21A/LEFT) -> P264(19A/LEFT) -> P122(20B/LEFT) -> P178(22D/LEFT) -> P125(23B/LEFT) -> P216(21B/LEFT) -> P311(20D/LEFT) -> P274(22F/LEFT) -> P281(30F/LEFT) -> P152(24C/LEFT) -> P110(27B/LEFT) -> P29(30C/LEFT) -> P71(25D/LEFT) -> P284(25G/LEFT) -> P138(24D/LEFT) -> P225(26B/LEFT) -> P99(29C/LEFT) -> P295(28F/LEFT) -> P89(29B/LEFT) -> P158(24G/LEFT) -> P94(24A/LEFT) -> P277(30A/LEFT) -> P55(30G/LEFT) -> P21(26A/LEFT) -> P134(28B/LEFT) -> P196(29A/LEFT) -> P23(29F/LEFT) -> P121(29E/LEFT) -> P113(30B/LEFT) -> P317(33F/LEFT) -> P201(33A/LEFT) -> P17(36E/LEFT) -> P165(35A/LEFT) -> P30(34B/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 267 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 33 Total blocked ticks: 73801 Total stationary ticks: 476992 Seat-event requests: 2025 Failed seat-event starts: 1913 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 30 Critical blocker identity: P30->34B(LEFT) Direct fan-out: 1 Total indirect descendants: 33 Critical tree size including blocker: 34 Critical tree depth: 34 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 36 Unresolved outside passengers: 176 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P30(34B/LEFT/WAITING_FOR_SEAT_EVENT) P165(35A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P17(36E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P201(33A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P317(33F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P113(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P121(29E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P23(29F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P196(29A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P134(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P21(26A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P55(30G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P277(30A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P94(24A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P158(24G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P89(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P295(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P99(29C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P225(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P138(24D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P284(25G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P71(25D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P29(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P110(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P152(24C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P281(30F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P274(22F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P311(20D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P216(21B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P125(23B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P178(22D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P122(20B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P264(19A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P267(21A/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1911 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 35 Critical blocker unavailable yield tiles: 35 Critical blocker yield-tile occupants: 232 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 3 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1911 Rear-boundary failures: 2 Middle-bank reservation failures: 0 Active-event deferrals: 265 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[232]: P232(35B/LEFT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P232->35B(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P232{seat=35B,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=35,directBlocker=-1,lastMoveTick=155,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 35 Current unavailable yield tiles: 35 Current yield-tile occupants: 232 Final row-event chain: 30|232 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_REGION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2025\nPrecedence substitutions made: 0\nDependency chains followed: 1909\nBlocked by waiting-row occupant: 3817\nSubstituted events started: 1\nOccupied-space rejections: 7692\nMaximum scheduling-chain depth: 3\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 15 | standardDataset=324/324 (100.00%) | hierarchicalRegionDataset=112/324 (34.57%) | seatedDelta=-212 | completionDelta=-65.43% | outsideDelta=+176 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | hierarchicalRegionWorse=true | standardFamily=COMPLETE_CABIN | hierarchicalRegionFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 25 HIERARCHICAL LOCAL-REGION ACTIVATION ============================================================ Date/Time: 2026-07-16 23:42:08 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 16 Scenario seed: 8970029813061739148 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.38% Blocker-prone seat share (topology component): 75.52% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 675 Passengers seated: 192/192 Average waiting ticks: 307.57 Longest waiting passenger: P181->4E(RIGHT) Longest waiting ticks: 641 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 4 Regions dissolved: 1 Repeated reconstructions avoided: 4 Largest region lifetime: 5 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=5 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1381 Maximum occupied tiles: 14 Seat events: 96 Single-blocker events: 19 Multiple-blocker events: 5 Temporary aisle reoccupations: 32 RIGHT AISLE ----------- Total moves: 1434 Maximum occupied tiles: 13 Seat events: 96 Single-blocker events: 24 Multiple-blocker events: 10 Temporary aisle reoccupations: 46 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 99 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3651 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4556 Total stationary ticks: 62139 Seat-event requests: 198 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 473 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 473 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 198\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 25 HIERARCHICAL LOCAL-REGION ACTIVATION ============================================================ Date/Time: 2026-07-16 23:42:08 Experiment mode: HIERARCHICAL_LOCAL_REGION_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 16 Scenario seed: 8970029813061739148 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: HIERARCHICAL_LOCAL_REGION_DATASET Row-zone concentration (diagnostic control): 34.38% Blocker-prone seat share (topology component): 75.52% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 674 Passengers seated: 192/192 Average waiting ticks: 310.30 Longest waiting passenger: P41->1C(LEFT) Longest waiting ticks: 671 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles16-18:occupied=3:anchor=P27:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 20 Regions dissolved: 1 Repeated reconstructions avoided: 20 Largest region lifetime: 21 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=21 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1381 Maximum occupied tiles: 14 Seat events: 96 Single-blocker events: 19 Multiple-blocker events: 6 Temporary aisle reoccupations: 34 RIGHT AISLE ----------- Total moves: 1434 Maximum occupied tiles: 16 Seat events: 96 Single-blocker events: 26 Multiple-blocker events: 8 Temporary aisle reoccupations: 44 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 105 Reservations granted: 97 Reservations denied/waited: 8 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6290 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6884 Total stationary ticks: 65197 Seat-event requests: 196 Failed seat-event starts: 4 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 280 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 4 Rear-boundary failures: 0 Middle-bank reservation failures: 8 Active-event deferrals: 280 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_REGION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 203\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 7\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 16 | standardDataset=192/192 (100.00%) | hierarchicalRegionDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=2 | convertedToSuccess=false | hierarchicalRegionWorse=false | standardFamily=COMPLETE_CABIN | hierarchicalRegionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 25 HIERARCHICAL LOCAL-REGION ACTIVATION ============================================================ Date/Time: 2026-07-16 23:42:08 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 17 Scenario seed: 3184604032099438634 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 74.56% Aisle-assignment balance: 93.86% OUTCOME ------- Status: SUCCESS Completed ticks: 860 Passengers seated: 228/228 Average waiting ticks: 371.64 Longest waiting passenger: P46->28G(RIGHT) Longest waiting ticks: 801 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 27 Regions dissolved: 1 Repeated reconstructions avoided: 27 Largest region lifetime: 28 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=28 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1552 Maximum occupied tiles: 13 Seat events: 107 Single-blocker events: 23 Multiple-blocker events: 9 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1720 Maximum occupied tiles: 12 Seat events: 121 Single-blocker events: 28 Multiple-blocker events: 9 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 122 Reservations granted: 122 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4107 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5365 Total stationary ticks: 88256 Seat-event requests: 236 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 625 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 625 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 236\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 25 HIERARCHICAL LOCAL-REGION ACTIVATION ============================================================ Date/Time: 2026-07-16 23:42:08 Experiment mode: HIERARCHICAL_LOCAL_REGION_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 17 Scenario seed: 3184604032099438634 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: HIERARCHICAL_LOCAL_REGION_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 74.56% Aisle-assignment balance: 93.86% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 1907 Passengers seated: 93/228 Average waiting ticks: 1020.24 Longest waiting passenger: P0->5B(LEFT) Longest waiting ticks: 1907 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 23 Cluster candidates evaluated: 22 Executable cluster candidates: 0 Rejected cluster candidates: 22 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 22 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 3377 Regions dissolved: 0 Repeated reconstructions avoided: 3377 Largest region lifetime: 1742 Maximum simultaneous active regions: 2 Regions active at termination: 2 Last lifecycle event: TRACK:R1:age=1742:localMembers=4 Confirmation deferral ticks: 3 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1628 State changes reopening evaluation: 21 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1212 Maximum occupied tiles: 15 Seat events: 56 Single-blocker events: 14 Multiple-blocker events: 5 Temporary aisle reoccupations: 25 RIGHT AISLE ----------- Total moves: 1208 Maximum occupied tiles: 26 Seat events: 37 Single-blocker events: 6 Multiple-blocker events: 1 Temporary aisle reoccupations: 8 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 79 Reservations granted: 79 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 109 Remaining moving in aisle: 22 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 35794 Longest unresolved passenger ID: 0 Longest unresolved row: 5 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 21 Longest dependency chain: P105(19F/RIGHT) -> P35(17E/RIGHT) -> P182(16F/RIGHT) -> P55(15H/RIGHT) -> P224(19G/RIGHT) -> P148(17D/RIGHT) -> P216(16H/RIGHT) -> P75(19D/RIGHT) -> P40(18G/RIGHT) -> P58(18H/RIGHT) -> P155(15D/RIGHT) -> P186(16G/RIGHT) -> P60(15C/RIGHT) -> P209(15E/RIGHT) -> P3(17G/RIGHT) -> P115(19C/RIGHT) -> P99(18F/RIGHT) -> P87(19H/RIGHT) -> P111(24F/RIGHT) -> P28(24E/RIGHT) -> P4(21H/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 105 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 22 Total blocked ticks: 47404 Total stationary ticks: 272764 Seat-event requests: 1751 Failed seat-event starts: 1658 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 4 Critical blocker identity: P4->21H(RIGHT) Direct fan-out: 1 Total indirect descendants: 20 Critical tree size including blocker: 21 Critical tree depth: 21 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 26 Unresolved outside passengers: 109 Unresolved internal passengers outside critical tree: 5 Critical blocker tree: P4(21H/RIGHT/WAITING_FOR_SEAT_EVENT) P28(24E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P111(24F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P87(19H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P99(18F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P115(19C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P3(17G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P209(15E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P60(15C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P186(16G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P155(15D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P58(18H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P40(18G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P75(19D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P216(16H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P148(17D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P224(19G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P55(15H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P182(16F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P35(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P105(19F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1628 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 22 Critical blocker unavailable yield tiles: 22 Critical blocker yield-tile occupants: 91 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 3 Yield-tile occupied failures: 1628 Rear-boundary failures: 30 Middle-bank reservation failures: 0 Active-event deferrals: 234 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[91]: P91(22C/RIGHT/WAITING_AT_ROW@tile22) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P91->22C(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P91{seat=22C,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=22,directBlocker=-1,lastMoveTick=268,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 22 Current unavailable yield tiles: 22 Current yield-tile occupants: 91 Final row-event chain: 4|91 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 4 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_REGION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1751\nPrecedence substitutions made: 2\nDependency chains followed: 1626\nBlocked by waiting-row occupant: 3249\nSubstituted events started: 1\nOccupied-space rejections: 11397\nMaximum scheduling-chain depth: 3\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 17 | standardDataset=228/228 (100.00%) | hierarchicalRegionDataset=93/228 (40.79%) | seatedDelta=-135 | completionDelta=-59.21% | outsideDelta=+109 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | hierarchicalRegionWorse=true | standardFamily=COMPLETE_CABIN | hierarchicalRegionFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 25 HIERARCHICAL LOCAL-REGION ACTIVATION ============================================================ Date/Time: 2026-07-16 23:42:08 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 18 Scenario seed: 3120322730829782475 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.43% Blocker-prone seat share (topology component): 60.13% Aisle-assignment balance: 94.77% OUTCOME ------- Status: SUCCESS Completed ticks: 1156 Passengers seated: 306/306 Average waiting ticks: 513.90 Longest waiting passenger: P231->18H(RIGHT) Longest waiting ticks: 1102 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 29 Regions dissolved: 2 Repeated reconstructions avoided: 29 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2475 Maximum occupied tiles: 14 Seat events: 145 Single-blocker events: 38 Multiple-blocker events: 16 Temporary aisle reoccupations: 72 RIGHT AISLE ----------- Total moves: 2744 Maximum occupied tiles: 12 Seat events: 161 Single-blocker events: 42 Multiple-blocker events: 21 Temporary aisle reoccupations: 88 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 136 Reservations granted: 136 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6095 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7295 Total stationary ticks: 162230 Seat-event requests: 320 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 655 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 655 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 320\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 25 HIERARCHICAL LOCAL-REGION ACTIVATION ============================================================ Date/Time: 2026-07-16 23:42:08 Experiment mode: HIERARCHICAL_LOCAL_REGION_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 18 Scenario seed: 3120322730829782475 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: HIERARCHICAL_LOCAL_REGION_DATASET Row-zone concentration (diagnostic control): 28.43% Blocker-prone seat share (topology component): 60.13% Aisle-assignment balance: 94.77% OUTCOME ------- Status: SUCCESS Completed ticks: 1129 Passengers seated: 306/306 Average waiting ticks: 521.08 Longest waiting passenger: P120->5G(RIGHT) Longest waiting ticks: 1118 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 16 Regions dissolved: 1 Repeated reconstructions avoided: 16 Largest region lifetime: 17 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=17 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2475 Maximum occupied tiles: 16 Seat events: 145 Single-blocker events: 37 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 2744 Maximum occupied tiles: 20 Seat events: 161 Single-blocker events: 39 Multiple-blocker events: 24 Temporary aisle reoccupations: 92 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 142 Reservations granted: 128 Reservations denied/waited: 14 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 11266 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 12070 Total stationary ticks: 169431 Seat-event requests: 311 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 456 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 14 Active-event deferrals: 456 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_REGION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 325\nPrecedence substitutions made: 10\nDependency chains followed: 11\nBlocked by waiting-row occupant: 11\nSubstituted events started: 13\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 18 | standardDataset=306/306 (100.00%) | hierarchicalRegionDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | hierarchicalRegionWorse=false | standardFamily=COMPLETE_CABIN | hierarchicalRegionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 25 HIERARCHICAL LOCAL-REGION ACTIVATION ============================================================ Date/Time: 2026-07-16 23:42:08 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 19 Scenario seed: -1051365898326392422 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.04% Blocker-prone seat share (topology component): 65.65% Aisle-assignment balance: 98.26% OUTCOME ------- Status: SUCCESS Completed ticks: 821 Passengers seated: 230/230 Average waiting ticks: 371.58 Longest waiting passenger: P130->6H(RIGHT) Longest waiting ticks: 768 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1771 Maximum occupied tiles: 12 Seat events: 113 Single-blocker events: 13 Multiple-blocker events: 7 Temporary aisle reoccupations: 27 RIGHT AISLE ----------- Total moves: 1764 Maximum occupied tiles: 13 Seat events: 117 Single-blocker events: 35 Multiple-blocker events: 8 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 92 Reservations granted: 84 Reservations denied/waited: 8 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4657 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5790 Total stationary ticks: 89533 Seat-event requests: 235 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 544 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 8 Active-event deferrals: 544 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 25 HIERARCHICAL LOCAL-REGION ACTIVATION ============================================================ Date/Time: 2026-07-16 23:42:08 Experiment mode: HIERARCHICAL_LOCAL_REGION_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 19 Scenario seed: -1051365898326392422 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: HIERARCHICAL_LOCAL_REGION_DATASET Row-zone concentration (diagnostic control): 33.04% Blocker-prone seat share (topology component): 65.65% Aisle-assignment balance: 98.26% OUTCOME ------- Status: SUCCESS Completed ticks: 813 Passengers seated: 230/230 Average waiting ticks: 369.33 Longest waiting passenger: P133->5G(RIGHT) Longest waiting ticks: 802 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1771 Maximum occupied tiles: 16 Seat events: 113 Single-blocker events: 13 Multiple-blocker events: 7 Temporary aisle reoccupations: 27 RIGHT AISLE ----------- Total moves: 1764 Maximum occupied tiles: 18 Seat events: 117 Single-blocker events: 35 Multiple-blocker events: 8 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 88 Reservations granted: 84 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8241 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8943 Total stationary ticks: 92387 Seat-event requests: 232 Failed seat-event starts: 2 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 362 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 2 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 362 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_REGION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 236\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 19 | standardDataset=230/230 (100.00%) | hierarchicalRegionDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | hierarchicalRegionWorse=false | standardFamily=COMPLETE_CABIN | hierarchicalRegionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 25 HIERARCHICAL LOCAL-REGION ACTIVATION ============================================================ Date/Time: 2026-07-16 23:42:08 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 20 Scenario seed: -1169396298556200010 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 245 Occupancy: 85% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 29.80% Blocker-prone seat share (topology component): 65.31% Aisle-assignment balance: 96.33% OUTCOME ------- Status: SUCCESS Completed ticks: 906 Passengers seated: 245/245 Average waiting ticks: 398.45 Longest waiting passenger: P186->32E(RIGHT) Longest waiting ticks: 847 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: LEFT:tiles10-13:occupied=3:anchor=P242:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 13 Regions dissolved: 1 Repeated reconstructions avoided: 13 Largest region lifetime: 14 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=14 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1773 Maximum occupied tiles: 11 Seat events: 118 Single-blocker events: 31 Multiple-blocker events: 11 Temporary aisle reoccupations: 53 RIGHT AISLE ----------- Total moves: 1904 Maximum occupied tiles: 11 Seat events: 127 Single-blocker events: 32 Multiple-blocker events: 13 Temporary aisle reoccupations: 58 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 89 Reservations granted: 89 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4534 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5456 Total stationary ticks: 101373 Seat-event requests: 255 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 435 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 435 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 254\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 25 HIERARCHICAL LOCAL-REGION ACTIVATION ============================================================ Date/Time: 2026-07-16 23:42:08 Experiment mode: HIERARCHICAL_LOCAL_REGION_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 20 Scenario seed: -1169396298556200010 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 245 Occupancy: 85% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: HIERARCHICAL_LOCAL_REGION_DATASET Row-zone concentration (diagnostic control): 29.80% Blocker-prone seat share (topology component): 65.31% Aisle-assignment balance: 96.33% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2368 Passengers seated: 241/245 Average waiting ticks: 407.39 Longest waiting passenger: P79->31D(RIGHT) Longest waiting ticks: 2267 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1772 Maximum occupied tiles: 17 Seat events: 116 Single-blocker events: 30 Multiple-blocker events: 10 Temporary aisle reoccupations: 50 RIGHT AISLE ----------- Total moves: 1902 Maximum occupied tiles: 19 Seat events: 125 Single-blocker events: 27 Multiple-blocker events: 15 Temporary aisle reoccupations: 57 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1755 Reservations granted: 1754 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 2 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8272 Longest unresolved passenger ID: 118 Longest unresolved row: 32 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P118(32C/LEFT) -> P201(32A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 118 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 2 Total blocked ticks: 17743 Total stationary ticks: 111560 Seat-event requests: 3638 Failed seat-event starts: 3397 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 79 Critical blocker identity: P79->31D(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 4 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P79(31D/RIGHT/WAITING_FOR_SEAT_EVENT) P186(32E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 3392 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 32|33 Critical blocker unavailable yield tiles: 33 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 5 Rear-boundary failures: 3392 Middle-bank reservation failures: 1 Active-event deferrals: 1152 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 32|33 Current unavailable yield tiles: 33 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_REGION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3639\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 20 | standardDataset=245/245 (100.00%) | hierarchicalRegionDataset=241/245 (98.37%) | seatedDelta=-4 | completionDelta=-1.63% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | hierarchicalRegionWorse=true | standardFamily=COMPLETE_CABIN | hierarchicalRegionFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 25 HIERARCHICAL LOCAL-REGION ACTIVATION ============================================================ Date/Time: 2026-07-16 23:42:08 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 21 Scenario seed: -5845335927644343041 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.43% Blocker-prone seat share (topology component): 69.57% Aisle-assignment balance: 98.26% OUTCOME ------- Status: SUCCESS Completed ticks: 815 Passengers seated: 230/230 Average waiting ticks: 371.47 Longest waiting passenger: P7->2E(LEFT) Longest waiting ticks: 763 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 3 Executable cluster candidates: 3 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 6 Selected release potential total: 9 Last cluster decision: RIGHT:tiles13-16:occupied=4:anchor=P120:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 34 Regions dissolved: 1 Repeated reconstructions avoided: 34 Largest region lifetime: 35 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=35 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1791 Maximum occupied tiles: 11 Seat events: 117 Single-blocker events: 34 Multiple-blocker events: 4 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1688 Maximum occupied tiles: 11 Seat events: 113 Single-blocker events: 36 Multiple-blocker events: 7 Temporary aisle reoccupations: 50 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 87 Reservations granted: 85 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4386 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5681 Total stationary ticks: 89287 Seat-event requests: 237 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 616 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 616 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 237\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 4\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 25 HIERARCHICAL LOCAL-REGION ACTIVATION ============================================================ Date/Time: 2026-07-16 23:42:08 Experiment mode: HIERARCHICAL_LOCAL_REGION_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 21 Scenario seed: -5845335927644343041 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: HIERARCHICAL_LOCAL_REGION_DATASET Row-zone concentration (diagnostic control): 30.43% Blocker-prone seat share (topology component): 69.57% Aisle-assignment balance: 98.26% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2289 Passengers seated: 226/230 Average waiting ticks: 371.45 Longest waiting passenger: P198->32F(LEFT) Longest waiting ticks: 2182 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 3 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 4 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2126 Regions dissolved: 0 Repeated reconstructions avoided: 2126 Largest region lifetime: 2127 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2127:occupied=4 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1651 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1788 Maximum occupied tiles: 18 Seat events: 113 Single-blocker events: 34 Multiple-blocker events: 4 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1688 Maximum occupied tiles: 17 Seat events: 113 Single-blocker events: 36 Multiple-blocker events: 6 Temporary aisle reoccupations: 48 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1736 Reservations granted: 1735 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7768 Longest unresolved passenger ID: 53 Longest unresolved row: 32 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P101(30D/LEFT) -> P176(31C/LEFT) -> P53(32C/LEFT) -> P198(32F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 101 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 16934 Total stationary ticks: 98771 Seat-event requests: 1882 Failed seat-event starts: 1656 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 198 Critical blocker identity: P198->32F(LEFT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 4 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P198(32F/LEFT/WAITING_FOR_SEAT_EVENT) P53(32C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P176(31C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P101(30D/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1656 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 33|34 Critical blocker unavailable yield tiles: 33|34 Critical blocker yield-tile occupants: -1|-1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 0 Rear-boundary failures: 1656 Middle-bank reservation failures: 1 Active-event deferrals: 711 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 33|34 Current unavailable yield tiles: 33|34 Current yield-tile occupants: -1|-1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_REGION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1884\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 3\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 21 | standardDataset=230/230 (100.00%) | hierarchicalRegionDataset=226/230 (98.26%) | seatedDelta=-4 | completionDelta=-1.74% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | hierarchicalRegionWorse=true | standardFamily=COMPLETE_CABIN | hierarchicalRegionFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 25 HIERARCHICAL LOCAL-REGION ACTIVATION ============================================================ Date/Time: 2026-07-16 23:42:09 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 22 Scenario seed: 5901802720867875714 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 288 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.08% Blocker-prone seat share (topology component): 58.68% Aisle-assignment balance: 91.67% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2628 Passengers seated: 271/288 Average waiting ticks: 501.86 Longest waiting passenger: P233->22B(LEFT) Longest waiting ticks: 2596 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 18 Cluster candidates evaluated: 22 Executable cluster candidates: 0 Rejected cluster candidates: 22 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 17 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2346 Regions dissolved: 0 Repeated reconstructions avoided: 2346 Largest region lifetime: 2347 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2347:occupied=17 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1931 State changes reopening evaluation: 17 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2236 Maximum occupied tiles: 21 Seat events: 115 Single-blocker events: 25 Multiple-blocker events: 12 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 2775 Maximum occupied tiles: 12 Seat events: 156 Single-blocker events: 43 Multiple-blocker events: 18 Temporary aisle reoccupations: 80 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 123 Reservations granted: 123 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 14 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 26853 Longest unresolved passenger ID: 285 Longest unresolved row: 35 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 13 Longest dependency chain: P157(29B/LEFT) -> P224(26G/LEFT) -> P193(28A/LEFT) -> P83(29F/LEFT) -> P29(32F/LEFT) -> P46(36G/LEFT) -> P152(36E/LEFT) -> P135(34B/LEFT) -> P139(34A/LEFT) -> P245(33A/LEFT) -> P63(34C/LEFT) -> P285(35D/LEFT) -> P68(35B/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 157 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 14 Total blocked ticks: 39581 Total stationary ticks: 175761 Seat-event requests: 2241 Failed seat-event starts: 1970 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 68 Critical blocker identity: P68->35B(LEFT) Direct fan-out: 1 Total indirect descendants: 12 Critical tree size including blocker: 13 Critical tree depth: 13 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 17 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 4 Critical blocker tree: P68(35B/LEFT/WAITING_FOR_SEAT_EVENT) P285(35D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P63(34C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P245(33A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P139(34A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P135(34B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P152(36E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P46(36G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P29(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P83(29F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P193(28A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P224(26G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P157(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1969 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 1 Critical blocker required yield tiles: 36 Critical blocker unavailable yield tiles: 36 Critical blocker yield-tile occupants: 24 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 3 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1969 Rear-boundary failures: 1 Middle-bank reservation failures: 0 Active-event deferrals: 1081 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[24]: P24(36A/LEFT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P24->36A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: P24{seat=36A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=266,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 36 Current unavailable yield tiles: 36 Current yield-tile occupants: 24 Final row-event chain: 68|24 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2241\nPrecedence substitutions made: 1\nDependency chains followed: 193\nBlocked by waiting-row occupant: 193\nSubstituted events started: 1\nOccupied-space rejections: 1974\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 25 HIERARCHICAL LOCAL-REGION ACTIVATION ============================================================ Date/Time: 2026-07-16 23:42:09 Experiment mode: HIERARCHICAL_LOCAL_REGION_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 22 Scenario seed: 5901802720867875714 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 288 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: HIERARCHICAL_LOCAL_REGION_DATASET Row-zone concentration (diagnostic control): 27.08% Blocker-prone seat share (topology component): 58.68% Aisle-assignment balance: 91.67% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2593 Passengers seated: 285/288 Average waiting ticks: 512.70 Longest waiting passenger: P152->36E(LEFT) Longest waiting ticks: 2490 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 2416 Regions dissolved: 1 Repeated reconstructions avoided: 2416 Largest region lifetime: 2405 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2405:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1853 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2298 Maximum occupied tiles: 20 Seat events: 129 Single-blocker events: 33 Multiple-blocker events: 13 Temporary aisle reoccupations: 60 RIGHT AISLE ----------- Total moves: 2775 Maximum occupied tiles: 19 Seat events: 156 Single-blocker events: 46 Multiple-blocker events: 18 Temporary aisle reoccupations: 84 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1985 Reservations granted: 1981 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 2 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 10123 Longest unresolved passenger ID: 46 Longest unresolved row: 36 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P9(36C/LEFT) -> P46(36G/LEFT) -> P152(36E/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 9 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 2 Total blocked ticks: 18085 Total stationary ticks: 161419 Seat-event requests: 2151 Failed seat-event starts: 1866 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 152 Critical blocker identity: P152->36E(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P152(36E/LEFT/WAITING_FOR_SEAT_EVENT) P46(36G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P9(36C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1859 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 1 Critical blocker required yield tiles: 37 Critical blocker unavailable yield tiles: 37 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 1859 Middle-bank reservation failures: 4 Active-event deferrals: 852 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 1 Current required yield tiles: 37 Current unavailable yield tiles: 37 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_REGION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2155\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 5\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 22 | standardDataset=271/288 (94.10%) | hierarchicalRegionDataset=285/288 (98.96%) | seatedDelta=+14 | completionDelta=+4.86% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | hierarchicalRegionWorse=false | standardFamily=LINKED_ROW_EVENT_CHAIN | hierarchicalRegionFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 25 HIERARCHICAL LOCAL-REGION ACTIVATION ============================================================ Date/Time: 2026-07-16 23:42:09 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 23 Scenario seed: -5886756800942795092 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.61% Blocker-prone seat share (topology component): 67.39% Aisle-assignment balance: 97.39% OUTCOME ------- Status: SUCCESS Completed ticks: 844 Passengers seated: 230/230 Average waiting ticks: 385.89 Longest waiting passenger: P166->14H(RIGHT) Longest waiting ticks: 818 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles9-12:occupied=3:anchor=P84:selected=P226:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1724 Maximum occupied tiles: 11 Seat events: 112 Single-blocker events: 28 Multiple-blocker events: 7 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1674 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 26 Multiple-blocker events: 11 Temporary aisle reoccupations: 48 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 75 Reservations granted: 74 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3907 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4803 Total stationary ticks: 91882 Seat-event requests: 240 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 490 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 490 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 240\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 25 HIERARCHICAL LOCAL-REGION ACTIVATION ============================================================ Date/Time: 2026-07-16 23:42:09 Experiment mode: HIERARCHICAL_LOCAL_REGION_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 23 Scenario seed: -5886756800942795092 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: HIERARCHICAL_LOCAL_REGION_DATASET Row-zone concentration (diagnostic control): 32.61% Blocker-prone seat share (topology component): 67.39% Aisle-assignment balance: 97.39% OUTCOME ------- Status: SUCCESS Completed ticks: 843 Passengers seated: 230/230 Average waiting ticks: 389.23 Longest waiting passenger: P221->3F(RIGHT) Longest waiting ticks: 833 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1724 Maximum occupied tiles: 17 Seat events: 112 Single-blocker events: 29 Multiple-blocker events: 7 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1674 Maximum occupied tiles: 15 Seat events: 118 Single-blocker events: 25 Multiple-blocker events: 11 Temporary aisle reoccupations: 47 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 79 Reservations granted: 74 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7268 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7878 Total stationary ticks: 95893 Seat-event requests: 232 Failed seat-event starts: 2 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 336 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 2 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 336 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_REGION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 238\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 23 | standardDataset=230/230 (100.00%) | hierarchicalRegionDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | hierarchicalRegionWorse=false | standardFamily=COMPLETE_CABIN | hierarchicalRegionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 25 HIERARCHICAL LOCAL-REGION ACTIVATION ============================================================ Date/Time: 2026-07-16 23:42:09 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 24 Scenario seed: -8002946322880410004 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 94.47% OUTCOME ------- Status: SUCCESS Completed ticks: 881 Passengers seated: 235/235 Average waiting ticks: 383.40 Longest waiting passenger: P13->10A(LEFT) Longest waiting ticks: 823 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1777 Maximum occupied tiles: 12 Seat events: 124 Single-blocker events: 31 Multiple-blocker events: 16 Temporary aisle reoccupations: 67 RIGHT AISLE ----------- Total moves: 1587 Maximum occupied tiles: 12 Seat events: 111 Single-blocker events: 31 Multiple-blocker events: 9 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 136 Reservations granted: 128 Reservations denied/waited: 8 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4518 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5711 Total stationary ticks: 93972 Seat-event requests: 245 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 555 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 8 Active-event deferrals: 555 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 253\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 25 HIERARCHICAL LOCAL-REGION ACTIVATION ============================================================ Date/Time: 2026-07-16 23:42:09 Experiment mode: HIERARCHICAL_LOCAL_REGION_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 24 Scenario seed: -8002946322880410004 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: HIERARCHICAL_LOCAL_REGION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 94.47% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2367 Passengers seated: 228/235 Average waiting ticks: 416.29 Longest waiting passenger: P84->25C(RIGHT) Longest waiting ticks: 2282 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 13 Cluster candidates evaluated: 24 Executable cluster candidates: 0 Rejected cluster candidates: 24 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 7 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 2237 Regions dissolved: 1 Repeated reconstructions avoided: 2237 Largest region lifetime: 2226 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2226:occupied=7 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1766 State changes reopening evaluation: 12 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1777 Maximum occupied tiles: 18 Seat events: 124 Single-blocker events: 28 Multiple-blocker events: 19 Temporary aisle reoccupations: 70 RIGHT AISLE ----------- Total moves: 1582 Maximum occupied tiles: 17 Seat events: 104 Single-blocker events: 32 Multiple-blocker events: 3 Temporary aisle reoccupations: 39 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1890 Reservations granted: 1867 Reservations denied/waited: 23 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 4 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 9068 Longest unresolved passenger ID: 206 Longest unresolved row: 29 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P11(24F/RIGHT) -> P147(25G/RIGHT) -> P84(25C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 11 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 4 Total blocked ticks: 23569 Total stationary ticks: 113274 Seat-event requests: 2012 Failed seat-event starts: 1784 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 84 Critical blocker identity: P84->25C(RIGHT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 7 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 4 Critical blocker tree: P84(25C/RIGHT/WAITING_FOR_SEAT_EVENT) P147(25G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P11(24F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1781 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 26|27|28 Critical blocker unavailable yield tiles: 26|27|28 Critical blocker yield-tile occupants: 34|206|115 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1781 Rear-boundary failures: 3 Middle-bank reservation failures: 23 Active-event deferrals: 1333 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 3 Trace length: 3 Yield-occupant trace: yieldOccupant[34]: P34(27G/RIGHT/MOVING_IN_AISLE@tile26) -> P206(29C/RIGHT/MOVING_IN_AISLE@tile27) -> P115(28H/RIGHT/WAITING_AT_ROW@tile28) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[206]: P206(29C/RIGHT/MOVING_IN_AISLE@tile27) -> P115(28H/RIGHT/WAITING_AT_ROW@tile28) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[115]: P115(28H/RIGHT/WAITING_AT_ROW@tile28) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P115->28H(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P34{seat=27G,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=26,directBlocker=206,lastMoveTick=137,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P206{seat=29C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=27,directBlocker=115,lastMoveTick=136,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P115{seat=28H,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=28,directBlocker=-1,lastMoveTick=135,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 26|27|28 Current unavailable yield tiles: 26|27|28 Current yield-tile occupants: 34|206|115 Final row-event chain: 84|34|206|115 Final row-event chain length: 4 Distinct row events in chain: 4 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_REGION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2036\nPrecedence substitutions made: 8\nDependency chains followed: 39\nBlocked by waiting-row occupant: 39\nSubstituted events started: 9\nOccupied-space rejections: 3577\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 24 | standardDataset=235/235 (100.00%) | hierarchicalRegionDataset=228/235 (97.02%) | seatedDelta=-7 | completionDelta=-2.98% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | hierarchicalRegionWorse=true | standardFamily=COMPLETE_CABIN | hierarchicalRegionFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 25 HIERARCHICAL LOCAL-REGION ACTIVATION ============================================================ Date/Time: 2026-07-16 23:42:09 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 25 Scenario seed: -6793887463250987477 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.38% Aisle-assignment balance: 95.74% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2527 Passengers seated: 276/282 Average waiting ticks: 487.17 Longest waiting passenger: P197->31D(RIGHT) Longest waiting ticks: 2476 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 2 Cluster candidates evaluated: 3 Executable cluster candidates: 1 Rejected cluster candidates: 2 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 6 Selected release potential total: 2 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1565 Regions dissolved: 1 Repeated reconstructions avoided: 1565 Largest region lifetime: 1558 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1558:occupied=6 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1524 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2082 Maximum occupied tiles: 13 Seat events: 135 Single-blocker events: 37 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 RIGHT AISLE ----------- Total moves: 2295 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 36 Multiple-blocker events: 11 Temporary aisle reoccupations: 58 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1672 Reservations granted: 1672 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 4 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 6510 Longest unresolved passenger ID: 217 Longest unresolved row: 32 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 5 Longest dependency chain: P249(30F/RIGHT) -> P22(30H/RIGHT) -> P61(30D/RIGHT) -> P208(31F/RIGHT) -> P197(31D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 249 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 4 Total blocked ticks: 15659 Total stationary ticks: 147571 Seat-event requests: 1864 Failed seat-event starts: 1588 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 197 Critical blocker identity: P197->31D(RIGHT) Direct fan-out: 1 Total indirect descendants: 4 Critical tree size including blocker: 5 Critical tree depth: 5 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 6 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P197(31D/RIGHT/WAITING_FOR_SEAT_EVENT) P208(31F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P61(30D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P22(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P249(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1588 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 32 Critical blocker unavailable yield tiles: 32 Critical blocker yield-tile occupants: 217 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1588 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 802 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[217]: P217(32I/RIGHT/WAITING_AT_ROW@tile32) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P217->32I(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P217{seat=32I,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=32,directBlocker=-1,lastMoveTick=786,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 32 Current unavailable yield tiles: 32 Current yield-tile occupants: 217 Final row-event chain: 197|217 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1863\nPrecedence substitutions made: 3\nDependency chains followed: 1581\nBlocked by waiting-row occupant: 1581\nSubstituted events started: 5\nOccupied-space rejections: 1592\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 25 HIERARCHICAL LOCAL-REGION ACTIVATION ============================================================ Date/Time: 2026-07-16 23:42:09 Experiment mode: HIERARCHICAL_LOCAL_REGION_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 25 Scenario seed: -6793887463250987477 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: HIERARCHICAL_LOCAL_REGION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.38% Aisle-assignment balance: 95.74% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 1890 Passengers seated: 64/282 Average waiting ticks: 1302.41 Longest waiting passenger: P2->17I(RIGHT) Longest waiting ticks: 1890 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 37 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 31 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1732 Regions dissolved: 0 Repeated reconstructions avoided: 1732 Largest region lifetime: 1733 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1733:occupied=31 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1694 State changes reopening evaluation: 36 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1252 Maximum occupied tiles: 16 Seat events: 48 Single-blocker events: 12 Multiple-blocker events: 4 Temporary aisle reoccupations: 20 RIGHT AISLE ----------- Total moves: 918 Maximum occupied tiles: 31 Seat events: 16 Single-blocker events: 4 Multiple-blocker events: 0 Temporary aisle reoccupations: 4 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 19 Reservations granted: 19 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 185 Remaining moving in aisle: 30 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 51482 Longest unresolved passenger ID: 2 Longest unresolved row: 17 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 31 Longest dependency chain: P108(26G/RIGHT) -> P4(21D/RIGHT) -> P55(24I/RIGHT) -> P230(21G/RIGHT) -> P118(23G/RIGHT) -> P187(22I/RIGHT) -> P178(26D/RIGHT) -> P23(25E/RIGHT) -> P204(26E/RIGHT) -> P192(25I/RIGHT) -> P156(23H/RIGHT) -> P27(26H/RIGHT) -> P76(25D/RIGHT) -> P93(26I/RIGHT) -> P250(24E/RIGHT) -> P58(21I/RIGHT) -> P196(25G/RIGHT) -> P249(30F/RIGHT) -> P22(30H/RIGHT) -> P61(30D/RIGHT) -> P208(31F/RIGHT) -> P265(27F/RIGHT) -> P14(29E/RIGHT) -> P120(27G/RIGHT) -> P238(28I/RIGHT) -> P274(29D/RIGHT) -> P237(30E/RIGHT) -> P197(31D/RIGHT) -> P217(32I/RIGHT) -> P185(32H/RIGHT) -> P109(31I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 108 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 30 Total blocked ticks: 59708 Total stationary ticks: 421441 Seat-event requests: 3366 Failed seat-event starts: 3302 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 109 Critical blocker identity: P109->31I(RIGHT) Direct fan-out: 1 Total indirect descendants: 30 Critical tree size including blocker: 31 Critical tree depth: 31 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 33 Unresolved outside passengers: 185 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P109(31I/RIGHT/WAITING_FOR_SEAT_EVENT) P185(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P217(32I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P197(31D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P237(30E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P274(29D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P238(28I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P120(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P14(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P265(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P208(31F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P61(30D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P22(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P249(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P196(25G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P58(21I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P250(24E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P93(26I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P76(25D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P27(26H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P156(23H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P192(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P204(26E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P23(25E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P178(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P187(22I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P118(23G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P230(21G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P55(24I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P4(21D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P108(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1734 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 32|33 Critical blocker unavailable yield tiles: 33 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1568 Rear-boundary failures: 1734 Middle-bank reservation failures: 0 Active-event deferrals: 306 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 32|33 Current unavailable yield tiles: 33 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_REGION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3366\nPrecedence substitutions made: 2\nDependency chains followed: 1570\nBlocked by waiting-row occupant: 1570\nSubstituted events started: 2\nOccupied-space rejections: 1570\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 25 | standardDataset=276/282 (97.87%) | hierarchicalRegionDataset=64/282 (22.70%) | seatedDelta=-212 | completionDelta=-75.18% | outsideDelta=+185 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | hierarchicalRegionWorse=true | standardFamily=LINKED_ROW_EVENT_CHAIN | hierarchicalRegionFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 25 HIERARCHICAL LOCAL-REGION ACTIVATION ============================================================ Date/Time: 2026-07-16 23:42:09 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 26 Scenario seed: 722007454514889823 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 59.49% Aisle-assignment balance: 96.88% OUTCOME ------- Status: SUCCESS Completed ticks: 1287 Passengers seated: 353/353 Average waiting ticks: 586.65 Longest waiting passenger: P178->2A(LEFT) Longest waiting ticks: 1226 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: LEFT:region=R4:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 90 Regions dissolved: 4 Repeated reconstructions avoided: 90 Largest region lifetime: 38 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=18 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3193 Maximum occupied tiles: 14 Seat events: 182 Single-blocker events: 45 Multiple-blocker events: 30 Temporary aisle reoccupations: 111 RIGHT AISLE ----------- Total moves: 3005 Maximum occupied tiles: 13 Seat events: 171 Single-blocker events: 47 Multiple-blocker events: 24 Temporary aisle reoccupations: 101 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 160 Reservations granted: 157 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7774 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9701 Total stationary ticks: 213884 Seat-event requests: 378 Failed seat-event starts: 25 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 882 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 25 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 882 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 380\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 6\nOccupied-space rejections: 30\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 25 HIERARCHICAL LOCAL-REGION ACTIVATION ============================================================ Date/Time: 2026-07-16 23:42:09 Experiment mode: HIERARCHICAL_LOCAL_REGION_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 26 Scenario seed: 722007454514889823 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: HIERARCHICAL_LOCAL_REGION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 59.49% Aisle-assignment balance: 96.88% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 1709 Passengers seated: 40/353 Average waiting ticks: 1225.02 Longest waiting passenger: P0->12F(RIGHT) Longest waiting ticks: 1709 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 40 Cluster candidates evaluated: 41 Executable cluster candidates: 1 Rejected cluster candidates: 40 Cluster selections: 1 Cluster-selected events started: 0 Largest detected cluster: 36 Selected release potential total: 7 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 3094 Regions dissolved: 0 Repeated reconstructions avoided: 3094 Largest region lifetime: 1579 Maximum simultaneous active regions: 2 Regions active at termination: 2 Last lifecycle event: UPDATE:R1:age=1579:occupied=36 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1516 State changes reopening evaluation: 39 Region priority competitions: 1506 Regions ranked: 3012 Hierarchical selections: 1506 Lower-priority evaluations deferred: 1504 Highest selected priority score: 39710 Left/right priority wins: 0/1506 Priority ties: 0 Last priority decision: LEFT:R2:score=38610 | RIGHT:R1:score=39710 | selected=RIGHT LEFT AISLE ---------- Total moves: 1319 Maximum occupied tiles: 35 Seat events: 23 Single-blocker events: 6 Multiple-blocker events: 1 Temporary aisle reoccupations: 8 RIGHT AISLE ----------- Total moves: 1178 Maximum occupied tiles: 36 Seat events: 17 Single-blocker events: 2 Multiple-blocker events: 0 Temporary aisle reoccupations: 2 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1573 Reservations granted: 1571 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 6 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 242 Remaining moving in aisle: 67 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 101374 Longest unresolved passenger ID: 0 Longest unresolved row: 12 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 35 Longest dependency chain: P274(25D/RIGHT) -> P75(28J/RIGHT) -> P254(25E/RIGHT) -> P245(28I/RIGHT) -> P308(25H/RIGHT) -> P332(30H/RIGHT) -> P301(28E/RIGHT) -> P284(24J/RIGHT) -> P264(26I/RIGHT) -> P160(27J/RIGHT) -> P41(28G/RIGHT) -> P72(24I/RIGHT) -> P198(30J/RIGHT) -> P188(29J/RIGHT) -> P92(24H/RIGHT) -> P131(25I/RIGHT) -> P201(26H/RIGHT) -> P218(30I/RIGHT) -> P50(25J/RIGHT) -> P220(26J/RIGHT) -> P352(30E/RIGHT) -> P54(29I/RIGHT) -> P285(27H/RIGHT) -> P195(34J/RIGHT) -> P307(36F/RIGHT) -> P24(35H/RIGHT) -> P158(33G/RIGHT) -> P76(32E/RIGHT) -> P343(34D/RIGHT) -> P159(34H/RIGHT) -> P230(33H/RIGHT) -> P14(35D/RIGHT) -> P336(34F/RIGHT) -> P33(36E/RIGHT) -> P40(35F/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 274 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 67 Total blocked ticks: 110561 Total stationary ticks: 536547 Seat-event requests: 3107 Failed seat-event starts: 3067 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 40 Critical blocker identity: P40->35F(RIGHT) Direct fan-out: 1 Total indirect descendants: 34 Critical tree size including blocker: 35 Critical tree depth: 35 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 71 Unresolved outside passengers: 242 Unresolved internal passengers outside critical tree: 36 Critical blocker tree: P40(35F/RIGHT/WAITING_FOR_SEAT_EVENT) P33(36E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P336(34F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P14(35D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P230(33H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P159(34H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P343(34D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P76(32E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P158(33G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P24(35H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P307(36F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P195(34J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P285(27H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P54(29I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P352(30E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P220(26J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P50(25J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P218(30I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P201(26H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P131(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P92(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P188(29J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P198(30J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P72(24I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P41(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P160(27J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P264(26I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P284(24J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P301(28E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P332(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P308(25H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P245(28I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P254(25E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P75(28J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P274(25D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 3066 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 36 Critical blocker unavailable yield tiles: 36 Critical blocker yield-tile occupants: 199 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 3 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 3066 Rear-boundary failures: 1 Middle-bank reservation failures: 2 Active-event deferrals: 97 Simultaneous arbitration losses: 6 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[199]: P199(36I/RIGHT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P199->36I(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P199{seat=36I,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=123,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 36 Current unavailable yield tiles: 36 Current yield-tile occupants: 199 Final row-event chain: 40|199 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_REGION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3114\nPrecedence substitutions made: 0\nDependency chains followed: 1559\nBlocked by waiting-row occupant: 1559\nSubstituted events started: 0\nOccupied-space rejections: 3068\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 26 | standardDataset=353/353 (100.00%) | hierarchicalRegionDataset=40/353 (11.33%) | seatedDelta=-313 | completionDelta=-88.67% | outsideDelta=+242 | clustersDetected=2 | clusterSelections=1 | clusterStarts=0 | convertedToSuccess=false | hierarchicalRegionWorse=true | standardFamily=COMPLETE_CABIN | hierarchicalRegionFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 25 HIERARCHICAL LOCAL-REGION ACTIVATION ============================================================ Date/Time: 2026-07-16 23:42:09 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 27 Scenario seed: -5450447113087893164 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 98.58% OUTCOME ------- Status: SUCCESS Completed ticks: 1282 Passengers seated: 353/353 Average waiting ticks: 599.70 Longest waiting passenger: P326->9H(RIGHT) Longest waiting ticks: 1238 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2967 Maximum occupied tiles: 12 Seat events: 174 Single-blocker events: 46 Multiple-blocker events: 23 Temporary aisle reoccupations: 96 RIGHT AISLE ----------- Total moves: 3223 Maximum occupied tiles: 12 Seat events: 179 Single-blocker events: 52 Multiple-blocker events: 30 Temporary aisle reoccupations: 113 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 150 Reservations granted: 150 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7466 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8940 Total stationary ticks: 217898 Seat-event requests: 366 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 762 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 762 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 366\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 25 HIERARCHICAL LOCAL-REGION ACTIVATION ============================================================ Date/Time: 2026-07-16 23:42:09 Experiment mode: HIERARCHICAL_LOCAL_REGION_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 27 Scenario seed: -5450447113087893164 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: HIERARCHICAL_LOCAL_REGION_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 98.58% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 1973 Passengers seated: 85/353 Average waiting ticks: 1364.33 Longest waiting passenger: P1->7A(LEFT) Longest waiting ticks: 1973 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 47 Cluster candidates evaluated: 94 Executable cluster candidates: 0 Rejected cluster candidates: 94 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 36 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1773 Regions dissolved: 0 Repeated reconstructions avoided: 1773 Largest region lifetime: 1774 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1774:occupied=36 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1715 State changes reopening evaluation: 46 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1763 Maximum occupied tiles: 19 Seat events: 61 Single-blocker events: 14 Multiple-blocker events: 6 Temporary aisle reoccupations: 26 RIGHT AISLE ----------- Total moves: 1390 Maximum occupied tiles: 36 Seat events: 24 Single-blocker events: 6 Multiple-blocker events: 3 Temporary aisle reoccupations: 12 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1805 Reservations granted: 1793 Reservations denied/waited: 12 Simultaneous opposite-aisle conflicts: 2 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 232 Remaining moving in aisle: 33 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 57496 Longest unresolved passenger ID: 1 Longest unresolved row: 7 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 34 Longest dependency chain: P135(26I/RIGHT) -> P11(25H/RIGHT) -> P16(30I/RIGHT) -> P247(29I/RIGHT) -> P59(27E/RIGHT) -> P195(24H/RIGHT) -> P70(30H/RIGHT) -> P207(30E/RIGHT) -> P6(24I/RIGHT) -> P42(27F/RIGHT) -> P176(25D/RIGHT) -> P318(26D/RIGHT) -> P271(24J/RIGHT) -> P261(25F/RIGHT) -> P297(29F/RIGHT) -> P193(25J/RIGHT) -> P208(27H/RIGHT) -> P10(30G/RIGHT) -> P43(28G/RIGHT) -> P147(29J/RIGHT) -> P269(29H/RIGHT) -> P150(26F/RIGHT) -> P23(29E/RIGHT) -> P48(27J/RIGHT) -> P121(28J/RIGHT) -> P234(30J/RIGHT) -> P22(32G/RIGHT) -> P96(32H/RIGHT) -> P31(36E/RIGHT) -> P44(32J/RIGHT) -> P228(34J/RIGHT) -> P279(35I/RIGHT) -> P335(36J/RIGHT) -> P196(34E/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 135 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 33 Total blocked ticks: 68107 Total stationary ticks: 543851 Seat-event requests: 1851 Failed seat-event starts: 1766 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 196 Critical blocker identity: P196->34E(RIGHT) Direct fan-out: 1 Total indirect descendants: 33 Critical tree size including blocker: 34 Critical tree depth: 34 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 36 Unresolved outside passengers: 232 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P196(34E/RIGHT/WAITING_FOR_SEAT_EVENT) P335(36J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P279(35I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P228(34J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P44(32J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P31(36E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P96(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P22(32G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P234(30J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P121(28J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P48(27J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P23(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P150(26F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P269(29H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P147(29J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P43(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P10(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P208(27H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P193(25J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P297(29F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P261(25F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P271(24J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P318(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P176(25D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P42(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P6(24I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P207(30E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P70(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P195(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P59(27E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P247(29I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P16(30I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P11(25H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P135(26I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1766 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 35|36 Critical blocker unavailable yield tiles: 35|36 Critical blocker yield-tile occupants: 231|276 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1766 Rear-boundary failures: 0 Middle-bank reservation failures: 12 Active-event deferrals: 113 Simultaneous arbitration losses: 2 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 2 Trace length: 1 Yield-occupant trace: yieldOccupant[231]: P231(35J/RIGHT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[276]: P276(36I/RIGHT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P276->36I(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: false Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P231{seat=35J,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=35,directBlocker=-1,lastMoveTick=191,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} || P276{seat=36I,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=190,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 35|36 Current unavailable yield tiles: 35|36 Current yield-tile occupants: 231|276 Final row-event chain: 196|231 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_REGION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1865\nPrecedence substitutions made: 0\nDependency chains followed: 1768\nBlocked by waiting-row occupant: 3531\nSubstituted events started: 0\nOccupied-space rejections: 7109\nMaximum scheduling-chain depth: 3\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 27 | standardDataset=353/353 (100.00%) | hierarchicalRegionDataset=85/353 (24.08%) | seatedDelta=-268 | completionDelta=-75.92% | outsideDelta=+232 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | hierarchicalRegionWorse=true | standardFamily=COMPLETE_CABIN | hierarchicalRegionFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 25 HIERARCHICAL LOCAL-REGION ACTIVATION ============================================================ Date/Time: 2026-07-16 23:42:09 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 28 Scenario seed: 246091010528561545 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.05% Blocker-prone seat share (topology component): 60.34% Aisle-assignment balance: 96.88% OUTCOME ------- Status: SUCCESS Completed ticks: 1319 Passengers seated: 353/353 Average waiting ticks: 602.32 Longest waiting passenger: P36->10I(RIGHT) Longest waiting ticks: 1278 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 39 Regions dissolved: 2 Repeated reconstructions avoided: 39 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2983 Maximum occupied tiles: 13 Seat events: 171 Single-blocker events: 42 Multiple-blocker events: 20 Temporary aisle reoccupations: 84 RIGHT AISLE ----------- Total moves: 3263 Maximum occupied tiles: 15 Seat events: 182 Single-blocker events: 47 Multiple-blocker events: 27 Temporary aisle reoccupations: 108 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 158 Reservations granted: 158 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7403 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8981 Total stationary ticks: 218852 Seat-event requests: 373 Failed seat-event starts: 20 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 798 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 20 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 798 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 373\nPrecedence substitutions made: 3\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 3\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 25 HIERARCHICAL LOCAL-REGION ACTIVATION ============================================================ Date/Time: 2026-07-16 23:42:09 Experiment mode: HIERARCHICAL_LOCAL_REGION_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 28 Scenario seed: 246091010528561545 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: HIERARCHICAL_LOCAL_REGION_DATASET Row-zone concentration (diagnostic control): 28.05% Blocker-prone seat share (topology component): 60.34% Aisle-assignment balance: 96.88% OUTCOME ------- Status: SUCCESS Completed ticks: 1285 Passengers seated: 353/353 Average waiting ticks: 605.61 Longest waiting passenger: P311->1C(LEFT) Longest waiting ticks: 1283 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles25-27:occupied=3:anchor=P225:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 15 Regions dissolved: 1 Repeated reconstructions avoided: 15 Largest region lifetime: 16 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=16 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2983 Maximum occupied tiles: 18 Seat events: 171 Single-blocker events: 42 Multiple-blocker events: 20 Temporary aisle reoccupations: 84 RIGHT AISLE ----------- Total moves: 3263 Maximum occupied tiles: 20 Seat events: 182 Single-blocker events: 46 Multiple-blocker events: 28 Temporary aisle reoccupations: 108 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 149 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 13562 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 14535 Total stationary ticks: 225886 Seat-event requests: 370 Failed seat-event starts: 17 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 524 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 3 Middle-bank reservation failures: 3 Active-event deferrals: 524 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_REGION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 372\nPrecedence substitutions made: 8\nDependency chains followed: 8\nBlocked by waiting-row occupant: 8\nSubstituted events started: 12\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 28 | standardDataset=353/353 (100.00%) | hierarchicalRegionDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=2 | convertedToSuccess=false | hierarchicalRegionWorse=false | standardFamily=COMPLETE_CABIN | hierarchicalRegionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 25 HIERARCHICAL LOCAL-REGION ACTIVATION ============================================================ Date/Time: 2026-07-16 23:42:09 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 29 Scenario seed: 4203914317130684635 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.05% Blocker-prone seat share (topology component): 67.57% Aisle-assignment balance: 99.61% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2413 Passengers seated: 257/259 Average waiting ticks: 430.23 Longest waiting passenger: P157->31I(RIGHT) Longest waiting ticks: 2353 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1895 Maximum occupied tiles: 12 Seat events: 130 Single-blocker events: 30 Multiple-blocker events: 13 Temporary aisle reoccupations: 56 RIGHT AISLE ----------- Total moves: 2013 Maximum occupied tiles: 12 Seat events: 127 Single-blocker events: 38 Multiple-blocker events: 9 Temporary aisle reoccupations: 56 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 89 Reservations granted: 89 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4711 Longest unresolved passenger ID: 177 Longest unresolved row: 32 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P177(32G/RIGHT) -> P157(31I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 177 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 9006 Total stationary ticks: 116891 Seat-event requests: 1811 Failed seat-event starts: 1554 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 157 Critical blocker identity: P157->31I(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P157(31I/RIGHT/WAITING_FOR_SEAT_EVENT) P177(32G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1544 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 32|33 Critical blocker unavailable yield tiles: 33 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 10 Rear-boundary failures: 1544 Middle-bank reservation failures: 0 Active-event deferrals: 630 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 32|33 Current unavailable yield tiles: 33 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1811\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 25 HIERARCHICAL LOCAL-REGION ACTIVATION ============================================================ Date/Time: 2026-07-16 23:42:09 Experiment mode: HIERARCHICAL_LOCAL_REGION_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 29 Scenario seed: 4203914317130684635 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: HIERARCHICAL_LOCAL_REGION_DATASET Row-zone concentration (diagnostic control): 32.05% Blocker-prone seat share (topology component): 67.57% Aisle-assignment balance: 99.61% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2414 Passengers seated: 257/259 Average waiting ticks: 426.68 Longest waiting passenger: P157->31I(RIGHT) Longest waiting ticks: 2318 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1895 Maximum occupied tiles: 17 Seat events: 130 Single-blocker events: 30 Multiple-blocker events: 13 Temporary aisle reoccupations: 56 RIGHT AISLE ----------- Total moves: 2013 Maximum occupied tiles: 17 Seat events: 127 Single-blocker events: 40 Multiple-blocker events: 8 Temporary aisle reoccupations: 56 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 95 Reservations granted: 88 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 9059 Longest unresolved passenger ID: 177 Longest unresolved row: 32 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P177(32G/RIGHT) -> P157(31I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 177 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 14177 Total stationary ticks: 120811 Seat-event requests: 1960 Failed seat-event starts: 1703 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 157 Critical blocker identity: P157->31I(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P157(31I/RIGHT/WAITING_FOR_SEAT_EVENT) P177(32G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1702 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 32|33 Critical blocker unavailable yield tiles: 33 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1 Rear-boundary failures: 1702 Middle-bank reservation failures: 7 Active-event deferrals: 757 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 32|33 Current unavailable yield tiles: 33 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_REGION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1967\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 2\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 29 | standardDataset=257/259 (99.23%) | hierarchicalRegionDataset=257/259 (99.23%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | hierarchicalRegionWorse=false | standardFamily=REAR_BOUNDARY_LOCK | hierarchicalRegionFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 25 HIERARCHICAL LOCAL-REGION ACTIVATION ============================================================ Date/Time: 2026-07-16 23:42:09 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 30 Scenario seed: -7557663346310737177 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.07% Blocker-prone seat share (topology component): 59.06% Aisle-assignment balance: 98.25% OUTCOME ------- Status: SUCCESS Completed ticks: 1236 Passengers seated: 342/342 Average waiting ticks: 564.65 Longest waiting passenger: P20->31I(RIGHT) Longest waiting ticks: 1184 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 5 Clusters detected: 5 Activations without intervention: 6 Cluster candidates evaluated: 4 Executable cluster candidates: 4 Rejected cluster candidates: 0 Cluster selections: 4 Cluster-selected events started: 5 Largest detected cluster: 7 Selected release potential total: 16 Last cluster decision: RIGHT:tiles20-22:occupied=3:anchor=P236:selected=P293:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 5 Region updates: 88 Regions dissolved: 5 Repeated reconstructions avoided: 88 Largest region lifetime: 35 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R5:lifetime=9 Confirmation deferral ticks: 8 Regions reaching confirmation: 3 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 4 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2986 Maximum occupied tiles: 14 Seat events: 168 Single-blocker events: 37 Multiple-blocker events: 26 Temporary aisle reoccupations: 94 RIGHT AISLE ----------- Total moves: 2895 Maximum occupied tiles: 16 Seat events: 174 Single-blocker events: 43 Multiple-blocker events: 31 Temporary aisle reoccupations: 110 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 159 Reservations granted: 159 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7405 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9317 Total stationary ticks: 199595 Seat-event requests: 382 Failed seat-event starts: 40 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 861 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 40 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 861 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 378\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 14\nOccupied-space rejections: 50\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 25 HIERARCHICAL LOCAL-REGION ACTIVATION ============================================================ Date/Time: 2026-07-16 23:42:09 Experiment mode: HIERARCHICAL_LOCAL_REGION_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 30 Scenario seed: -7557663346310737177 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: HIERARCHICAL_LOCAL_REGION_DATASET Row-zone concentration (diagnostic control): 28.07% Blocker-prone seat share (topology component): 59.06% Aisle-assignment balance: 98.25% OUTCOME ------- Status: SUCCESS Completed ticks: 1241 Passengers seated: 342/342 Average waiting ticks: 578.77 Longest waiting passenger: P203->4H(RIGHT) Longest waiting ticks: 1226 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:region=R2:age=2:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 32 Regions dissolved: 2 Repeated reconstructions avoided: 32 Largest region lifetime: 25 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=9 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2986 Maximum occupied tiles: 20 Seat events: 168 Single-blocker events: 38 Multiple-blocker events: 25 Temporary aisle reoccupations: 94 RIGHT AISLE ----------- Total moves: 2895 Maximum occupied tiles: 19 Seat events: 174 Single-blocker events: 43 Multiple-blocker events: 30 Temporary aisle reoccupations: 110 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 153 Reservations granted: 145 Reservations denied/waited: 8 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 13012 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 14107 Total stationary ticks: 209569 Seat-event requests: 357 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 575 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 8 Active-event deferrals: 575 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_REGION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 364\nPrecedence substitutions made: 10\nDependency chains followed: 12\nBlocked by waiting-row occupant: 12\nSubstituted events started: 11\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 30 | standardDataset=342/342 (100.00%) | hierarchicalRegionDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | hierarchicalRegionWorse=false | standardFamily=COMPLETE_CABIN | hierarchicalRegionFamily=COMPLETE_CABIN ************************************************************ BATCH EXPERIMENT SUMMARY RESEARCH EXPERIMENT 25 HIERARCHICAL LOCAL-REGION ACTIVATION ************************************************************ Experiment seed: 2083790101901 Scenarios executed: 60 Successful completions: 32 Incomplete/MAX_TICKS: 28 Average completed ticks: 1572.88 Average waiting ticks: 565.81 ************************************************************ ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 26 HIERARCHICAL LOCAL COMPLETION GATES ============================================================ Date/Time: 2026-07-16 23:50:26 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 1 Scenario seed: -4248938912819631269 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 98.72% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2327 Passengers seated: 221/235 Average waiting ticks: 455.32 Longest waiting passenger: P6->10H(RIGHT) Longest waiting ticks: 2327 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 3 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles25-27:occupied=3:anchor=P29:selected=P181:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 15 Regions dissolved: 1 Repeated reconstructions avoided: 15 Largest region lifetime: 16 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=16 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1708 Maximum occupied tiles: 13 Seat events: 116 Single-blocker events: 28 Multiple-blocker events: 19 Temporary aisle reoccupations: 71 RIGHT AISLE ----------- Total moves: 1555 Maximum occupied tiles: 12 Seat events: 105 Single-blocker events: 26 Multiple-blocker events: 9 Temporary aisle reoccupations: 48 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1717 Reservations granted: 1709 Reservations denied/waited: 8 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 8 Remaining moving in aisle: 3 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 5451 Longest unresolved passenger ID: 6 Longest unresolved row: 10 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P82(30E/RIGHT) -> P15(6G/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 82 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 15044 Total stationary ticks: 115476 Seat-event requests: 1820 Failed seat-event starts: 1599 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 15 Critical blocker identity: P15->6G(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 6 Unresolved outside passengers: 8 Unresolved internal passengers outside critical tree: 4 Critical blocker tree: P15(6G/RIGHT/WAITING_FOR_SEAT_EVENT) P82(30E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1599 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1599 Rear-boundary failures: 0 Middle-bank reservation failures: 8 Active-event deferrals: 519 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_SPACE_AVAILABLE Final snapshot prerequisite: YIELD_SPACE_AVAILABLE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: YIELD_SPACE_AVAILABLE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1828\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 4\nOccupied-space rejections: 1601\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 26 HIERARCHICAL LOCAL COMPLETION GATES ============================================================ Date/Time: 2026-07-16 23:50:26 Experiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 1 Scenario seed: -4248938912819631269 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 864 Passengers seated: 235/235 Average waiting ticks: 410.34 Longest waiting passenger: P21->5C(RIGHT) Longest waiting ticks: 853 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles1-3:occupied=3:anchor=P219:selected=P148:directReleases=1:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 21 Regions dissolved: 2 Repeated reconstructions avoided: 21 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=10 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1708 Maximum occupied tiles: 15 Seat events: 116 Single-blocker events: 29 Multiple-blocker events: 18 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 1734 Maximum occupied tiles: 16 Seat events: 119 Single-blocker events: 34 Multiple-blocker events: 11 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 139 Reservations granted: 124 Reservations denied/waited: 15 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6745 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7362 Total stationary ticks: 102248 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 269 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 1 Middle-bank reservation failures: 15 Active-event deferrals: 269 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 256\nPrecedence substitutions made: 1\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 4\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 01 | standardDataset=221/235 (94.04%) | localCompletionGateDataset=235/235 (100.00%) | seatedDelta=+14 | completionDelta=+5.96% | outsideDelta=-8 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=true | localCompletionGateWorse=false | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | localCompletionGateFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 26 HIERARCHICAL LOCAL COMPLETION GATES ============================================================ Date/Time: 2026-07-16 23:50:26 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 2 Scenario seed: 2182383722134259186 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 75.46% Aisle-assignment balance: 97.22% OUTCOME ------- Status: SUCCESS Completed ticks: 784 Passengers seated: 216/216 Average waiting ticks: 350.50 Longest waiting passenger: P151->14E(LEFT) Longest waiting ticks: 733 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 39 Regions dissolved: 2 Repeated reconstructions avoided: 39 Largest region lifetime: 33 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=33 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1653 Maximum occupied tiles: 15 Seat events: 111 Single-blocker events: 23 Multiple-blocker events: 10 Temporary aisle reoccupations: 48 RIGHT AISLE ----------- Total moves: 1511 Maximum occupied tiles: 11 Seat events: 105 Single-blocker events: 27 Multiple-blocker events: 4 Temporary aisle reoccupations: 36 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 117 Reservations granted: 114 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3806 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4946 Total stationary ticks: 78953 Seat-event requests: 222 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 568 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 568 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 225\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 26 HIERARCHICAL LOCAL COMPLETION GATES ============================================================ Date/Time: 2026-07-16 23:50:26 Experiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 2 Scenario seed: 2182383722134259186 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 75.46% Aisle-assignment balance: 97.22% OUTCOME ------- Status: SUCCESS Completed ticks: 803 Passengers seated: 216/216 Average waiting ticks: 379.22 Longest waiting passenger: P192->5C(LEFT) Longest waiting ticks: 788 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1653 Maximum occupied tiles: 16 Seat events: 111 Single-blocker events: 23 Multiple-blocker events: 11 Temporary aisle reoccupations: 50 RIGHT AISLE ----------- Total moves: 1511 Maximum occupied tiles: 15 Seat events: 105 Single-blocker events: 27 Multiple-blocker events: 3 Temporary aisle reoccupations: 34 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 117 Reservations granted: 111 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5962 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6498 Total stationary ticks: 87050 Seat-event requests: 220 Failed seat-event starts: 4 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 273 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 3 Rear-boundary failures: 1 Middle-bank reservation failures: 6 Active-event deferrals: 273 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 227\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 02 | standardDataset=216/216 (100.00%) | localCompletionGateDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | localCompletionGateWorse=false | standardFamily=COMPLETE_CABIN | localCompletionGateFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 26 HIERARCHICAL LOCAL COMPLETION GATES ============================================================ Date/Time: 2026-07-16 23:50:26 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 3 Scenario seed: -1064509833421198483 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.78% Blocker-prone seat share (topology component): 60.46% Aisle-assignment balance: 90.85% OUTCOME ------- Status: SUCCESS Completed ticks: 1221 Passengers seated: 306/306 Average waiting ticks: 527.75 Longest waiting passenger: P261->32E(LEFT) Longest waiting ticks: 1159 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: LEFT:tiles19-21:occupied=3:anchor=P59:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 9 Regions dissolved: 1 Repeated reconstructions avoided: 9 Largest region lifetime: 10 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=10 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2940 Maximum occupied tiles: 13 Seat events: 167 Single-blocker events: 44 Multiple-blocker events: 18 Temporary aisle reoccupations: 83 RIGHT AISLE ----------- Total moves: 2427 Maximum occupied tiles: 14 Seat events: 139 Single-blocker events: 36 Multiple-blocker events: 10 Temporary aisle reoccupations: 56 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 125 Reservations granted: 123 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6313 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8018 Total stationary ticks: 166969 Seat-event requests: 316 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 875 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 875 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 318\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 26 HIERARCHICAL LOCAL COMPLETION GATES ============================================================ Date/Time: 2026-07-16 23:50:26 Experiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 3 Scenario seed: -1064509833421198483 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET Row-zone concentration (diagnostic control): 27.78% Blocker-prone seat share (topology component): 60.46% Aisle-assignment balance: 90.85% OUTCOME ------- Status: SUCCESS Completed ticks: 1193 Passengers seated: 306/306 Average waiting ticks: 565.18 Longest waiting passenger: P205->3F(LEFT) Longest waiting ticks: 1183 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 29 Regions dissolved: 2 Repeated reconstructions avoided: 29 Largest region lifetime: 19 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=12 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2940 Maximum occupied tiles: 18 Seat events: 167 Single-blocker events: 45 Multiple-blocker events: 19 Temporary aisle reoccupations: 86 RIGHT AISLE ----------- Total moves: 2427 Maximum occupied tiles: 15 Seat events: 139 Single-blocker events: 35 Multiple-blocker events: 9 Temporary aisle reoccupations: 53 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 128 Reservations granted: 121 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 10129 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 10862 Total stationary ticks: 181809 Seat-event requests: 311 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 421 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 7 Active-event deferrals: 421 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 318\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 8\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 03 | standardDataset=306/306 (100.00%) | localCompletionGateDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | localCompletionGateWorse=false | standardFamily=COMPLETE_CABIN | localCompletionGateFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 26 HIERARCHICAL LOCAL COMPLETION GATES ============================================================ Date/Time: 2026-07-16 23:50:27 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 4 Scenario seed: 7274058025060234938 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.77% Blocker-prone seat share (topology component): 75.88% Aisle-assignment balance: 93.86% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2365 Passengers seated: 226/228 Average waiting ticks: 398.28 Longest waiting passenger: P227->28F(LEFT) Longest waiting ticks: 2283 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 17 Regions dissolved: 1 Repeated reconstructions avoided: 17 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=18 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1789 Maximum occupied tiles: 14 Seat events: 119 Single-blocker events: 33 Multiple-blocker events: 12 Temporary aisle reoccupations: 59 RIGHT AISLE ----------- Total moves: 1509 Maximum occupied tiles: 10 Seat events: 107 Single-blocker events: 23 Multiple-blocker events: 10 Temporary aisle reoccupations: 44 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1622 Reservations granted: 1622 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4118 Longest unresolved passenger ID: 146 Longest unresolved row: 30 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 1 Longest dependency chain: P146(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 146 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8146 Total stationary ticks: 94195 Seat-event requests: 1739 Failed seat-event starts: 1513 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 146 Critical blocker identity: P146->30F(LEFT) Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 1 Critical tree depth: 1 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P146(30F/LEFT/WAITING_FOR_SEAT_EVENT) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1513 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1513 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 538 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 31|32|33 Current unavailable yield tiles: 31|32|33 Current yield-tile occupants: -1|-1|-1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1739\nPrecedence substitutions made: 2\nDependency chains followed: 1509\nBlocked by waiting-row occupant: 1509\nSubstituted events started: 2\nOccupied-space rejections: 1514\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 26 HIERARCHICAL LOCAL COMPLETION GATES ============================================================ Date/Time: 2026-07-16 23:50:27 Experiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 4 Scenario seed: 7274058025060234938 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET Row-zone concentration (diagnostic control): 33.77% Blocker-prone seat share (topology component): 75.88% Aisle-assignment balance: 93.86% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 1827 Passengers seated: 66/228 Average waiting ticks: 1258.53 Longest waiting passenger: P0->15A(LEFT) Longest waiting ticks: 1827 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 10 Cluster candidates evaluated: 11 Executable cluster candidates: 0 Rejected cluster candidates: 11 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 10 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1711 Regions dissolved: 0 Repeated reconstructions avoided: 1711 Largest region lifetime: 1712 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1712:occupied=10 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1613 State changes reopening evaluation: 9 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1079 Maximum occupied tiles: 16 Seat events: 38 Single-blocker events: 11 Multiple-blocker events: 2 Temporary aisle reoccupations: 15 RIGHT AISLE ----------- Total moves: 908 Maximum occupied tiles: 17 Seat events: 28 Single-blocker events: 6 Multiple-blocker events: 0 Temporary aisle reoccupations: 6 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1714 Reservations granted: 1714 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 1499 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 144 Remaining moving in aisle: 10 Remaining waiting at row: 8 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 15889 Longest unresolved passenger ID: 0 Longest unresolved row: 15 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 5 Longest dependency chain: P29(20B/LEFT) -> P45(21D/LEFT) -> P66(24D/LEFT) -> P226(24C/LEFT) -> P129(21F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 29 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 10 Total blocked ticks: 31357 Total stationary ticks: 305331 Seat-event requests: 1755 Failed seat-event starts: 1689 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 14 Critical blocker identity: P14->30C(RIGHT) Direct fan-out: 1 Total indirect descendants: 4 Critical tree size including blocker: 5 Critical tree depth: 5 Frozen internal components: 8 Terminal WAITING_FOR_SEAT_EVENT nodes: 8 Unresolved internal passengers: 18 Unresolved outside passengers: 144 Unresolved internal passengers outside critical tree: 13 Critical blocker tree: P14(30C/RIGHT/WAITING_FOR_SEAT_EVENT) P5(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P209(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P119(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P152(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1583 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 2 Critical blocker required yield tiles: 31|32 Critical blocker unavailable yield tiles: 31|32 Critical blocker yield-tile occupants: -1|-1 Waiting-row passengers with zero blockers: 3 Waiting-row passengers with one blocker: 2 Waiting-row passengers with multiple blockers: 3 Yield-tile occupied failures: 1583 Rear-boundary failures: 106 Middle-bank reservation failures: 0 Active-event deferrals: 286 Simultaneous arbitration losses: 1499 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 31|32 Current unavailable yield tiles: 31|32 Current yield-tile occupants: -1|-1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 6 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3254\nPrecedence substitutions made: 0\nDependency chains followed: 66\nBlocked by waiting-row occupant: 66\nSubstituted events started: 1\nOccupied-space rejections: 3121\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 04 | standardDataset=226/228 (99.12%) | localCompletionGateDataset=66/228 (28.95%) | seatedDelta=-160 | completionDelta=-70.18% | outsideDelta=+144 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | localCompletionGateWorse=true | standardFamily=REAR_BOUNDARY_LOCK | localCompletionGateFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 26 HIERARCHICAL LOCAL COMPLETION GATES ============================================================ Date/Time: 2026-07-16 23:50:27 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 5 Scenario seed: -6917015326788615388 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 245 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.43% Blocker-prone seat share (topology component): 65.71% Aisle-assignment balance: 94.69% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2418 Passengers seated: 239/245 Average waiting ticks: 410.04 Longest waiting passenger: P89->32A(LEFT) Longest waiting ticks: 2351 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 3 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 6 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1803 Regions dissolved: 0 Repeated reconstructions avoided: 1803 Largest region lifetime: 1804 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1804:occupied=6 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1677 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1777 Maximum occupied tiles: 14 Seat events: 110 Single-blocker events: 30 Multiple-blocker events: 10 Temporary aisle reoccupations: 50 RIGHT AISLE ----------- Total moves: 2014 Maximum occupied tiles: 12 Seat events: 129 Single-blocker events: 29 Multiple-blocker events: 9 Temporary aisle reoccupations: 47 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 84 Reservations granted: 84 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 5 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 9039 Longest unresolved passenger ID: 50 Longest unresolved row: 32 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 6 Longest dependency chain: P153(29A/LEFT) -> P175(30B/LEFT) -> P210(30C/LEFT) -> P107(32E/LEFT) -> P50(32D/LEFT) -> P89(32A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 153 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 5 Total blocked ticks: 15892 Total stationary ticks: 112835 Seat-event requests: 1931 Failed seat-event starts: 1692 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 89 Critical blocker identity: P89->32A(LEFT) Direct fan-out: 1 Total indirect descendants: 5 Critical tree size including blocker: 6 Critical tree depth: 6 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 6 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P89(32A/LEFT/WAITING_FOR_SEAT_EVENT) P50(32D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P107(32E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P210(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P175(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P153(29A/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1687 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 1 Critical blocker required yield tiles: 33 Critical blocker unavailable yield tiles: 33 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 1687 Middle-bank reservation failures: 0 Active-event deferrals: 579 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 1 Current required yield tiles: 33 Current unavailable yield tiles: 33 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1931\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 26 HIERARCHICAL LOCAL COMPLETION GATES ============================================================ Date/Time: 2026-07-16 23:50:27 Experiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 5 Scenario seed: -6917015326788615388 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 245 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET Row-zone concentration (diagnostic control): 31.43% Blocker-prone seat share (topology component): 65.71% Aisle-assignment balance: 94.69% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2415 Passengers seated: 241/245 Average waiting ticks: 473.46 Longest waiting passenger: P141->29E(RIGHT) Longest waiting ticks: 2336 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 3 Executable cluster candidates: 0 Rejected cluster candidates: 3 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 4 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2239 Regions dissolved: 0 Repeated reconstructions avoided: 2239 Largest region lifetime: 2240 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2240:occupied=4 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1704 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1785 Maximum occupied tiles: 15 Seat events: 116 Single-blocker events: 34 Multiple-blocker events: 10 Temporary aisle reoccupations: 54 RIGHT AISLE ----------- Total moves: 2014 Maximum occupied tiles: 18 Seat events: 125 Single-blocker events: 27 Multiple-blocker events: 8 Temporary aisle reoccupations: 43 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1793 Reservations granted: 1790 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 9337 Longest unresolved passenger ID: 204 Longest unresolved row: 32 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 1 Longest dependency chain: P86(31D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 86 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 16476 Total stationary ticks: 121981 Seat-event requests: 1953 Failed seat-event starts: 1712 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 86 Critical blocker identity: P86->31D(RIGHT) Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 1 Critical tree depth: 1 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 4 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P86(31D/RIGHT/WAITING_FOR_SEAT_EVENT) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 2010 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 2 Critical blocker required yield tiles: 32|33 Critical blocker unavailable yield tiles: 32|33 Critical blocker yield-tile occupants: 204|-1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 3 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1710 Rear-boundary failures: 2 Middle-bank reservation failures: 3 Active-event deferrals: 2010 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[204]: P204(32H/RIGHT/WAITING_AT_ROW@tile32) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P204->32H(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: P204{seat=32H,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=32,directBlocker=-1,lastMoveTick=166,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 32|33 Current unavailable yield tiles: 32|33 Current yield-tile occupants: 204|-1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 4 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1956\nPrecedence substitutions made: 4\nDependency chains followed: 1714\nBlocked by waiting-row occupant: 5131\nSubstituted events started: 5\nOccupied-space rejections: 12188\nMaximum scheduling-chain depth: 4\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 05 | standardDataset=239/245 (97.55%) | localCompletionGateDataset=241/245 (98.37%) | seatedDelta=+2 | completionDelta=+0.82% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | localCompletionGateWorse=false | standardFamily=REAR_BOUNDARY_LOCK | localCompletionGateFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 26 HIERARCHICAL LOCAL COMPLETION GATES ============================================================ Date/Time: 2026-07-16 23:50:27 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 6 Scenario seed: -6052676718379281108 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.09% Blocker-prone seat share (topology component): 61.42% Aisle-assignment balance: 98.15% OUTCOME ------- Status: SUCCESS Completed ticks: 1176 Passengers seated: 324/324 Average waiting ticks: 531.73 Longest waiting passenger: P170->33I(RIGHT) Longest waiting ticks: 1101 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R2:age=2:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 32 Regions dissolved: 2 Repeated reconstructions avoided: 32 Largest region lifetime: 19 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=19 Confirmation deferral ticks: 3 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2704 Maximum occupied tiles: 15 Seat events: 159 Single-blocker events: 38 Multiple-blocker events: 16 Temporary aisle reoccupations: 75 RIGHT AISLE ----------- Total moves: 2998 Maximum occupied tiles: 16 Seat events: 165 Single-blocker events: 54 Multiple-blocker events: 18 Temporary aisle reoccupations: 93 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 145 Reservations granted: 142 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7449 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9042 Total stationary ticks: 178799 Seat-event requests: 340 Failed seat-event starts: 16 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 755 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 16 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 755 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 343\nPrecedence substitutions made: 9\nDependency chains followed: 11\nBlocked by waiting-row occupant: 11\nSubstituted events started: 10\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 26 HIERARCHICAL LOCAL COMPLETION GATES ============================================================ Date/Time: 2026-07-16 23:50:27 Experiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 6 Scenario seed: -6052676718379281108 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET Row-zone concentration (diagnostic control): 28.09% Blocker-prone seat share (topology component): 61.42% Aisle-assignment balance: 98.15% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 1945 Passengers seated: 84/324 Average waiting ticks: 1309.00 Longest waiting passenger: P0->4A(LEFT) Longest waiting ticks: 1945 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 30 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 31 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 3441 Regions dissolved: 0 Repeated reconstructions avoided: 3441 Largest region lifetime: 1742 Maximum simultaneous active regions: 2 Regions active at termination: 2 Last lifecycle event: TRACK:R1:age=1742:localMembers=3 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1664 State changes reopening evaluation: 29 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1627 Maximum occupied tiles: 19 Seat events: 56 Single-blocker events: 14 Multiple-blocker events: 7 Temporary aisle reoccupations: 28 RIGHT AISLE ----------- Total moves: 1438 Maximum occupied tiles: 34 Seat events: 28 Single-blocker events: 9 Multiple-blocker events: 0 Temporary aisle reoccupations: 9 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1763 Reservations granted: 1763 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 206 Remaining moving in aisle: 31 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 52246 Longest unresolved passenger ID: 0 Longest unresolved row: 4 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 31 Longest dependency chain: P146(29I/RIGHT) -> P276(24H/RIGHT) -> P195(27H/RIGHT) -> P48(27I/RIGHT) -> P71(26H/RIGHT) -> P216(30H/RIGHT) -> P76(24D/RIGHT) -> P124(27G/RIGHT) -> P255(25I/RIGHT) -> P21(25H/RIGHT) -> P82(29D/RIGHT) -> P43(28H/RIGHT) -> P223(24J/RIGHT) -> P133(24I/RIGHT) -> P206(28I/RIGHT) -> P270(25D/RIGHT) -> P259(27F/RIGHT) -> P97(30I/RIGHT) -> P131(27J/RIGHT) -> P323(28J/RIGHT) -> P182(24E/RIGHT) -> P4(26F/RIGHT) -> P113(25F/RIGHT) -> P162(30G/RIGHT) -> P110(30F/RIGHT) -> P271(28E/RIGHT) -> P104(28F/RIGHT) -> P148(29J/RIGHT) -> P103(30E/RIGHT) -> P170(33I/RIGHT) -> P119(31D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 146 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 31 Total blocked ticks: 62251 Total stationary ticks: 480585 Seat-event requests: 1815 Failed seat-event starts: 1731 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 119 Critical blocker identity: P119->31D(RIGHT) Direct fan-out: 1 Total indirect descendants: 30 Critical tree size including blocker: 31 Critical tree depth: 31 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 34 Unresolved outside passengers: 206 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P119(31D/RIGHT/WAITING_FOR_SEAT_EVENT) P170(33I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P103(30E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P148(29J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P104(28F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P271(28E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P110(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P162(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P113(25F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P4(26F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P182(24E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P323(28J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P131(27J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P97(30I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P259(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P270(25D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P206(28I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P133(24I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P223(24J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P43(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P82(29D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P21(25H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P255(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P124(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P76(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P216(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P71(26H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P48(27I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P195(27H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P276(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P146(29I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1729 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 32|33|34 Critical blocker unavailable yield tiles: 34 Critical blocker yield-tile occupants: 122 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1729 Rear-boundary failures: 2 Middle-bank reservation failures: 0 Active-event deferrals: 160 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[122]: P122(36H/RIGHT/MOVING_IN_AISLE@tile34) -> P95(35F/RIGHT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P95->35F(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P122{seat=36H,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=34,directBlocker=95,lastMoveTick=199,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 32|33|34 Current unavailable yield tiles: 34 Current yield-tile occupants: 122 Final row-event chain: 119|122|95 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 1\nDependency chains followed: 9\nBlocked by waiting-row occupant: 9\nSubstituted events started: 1\nOccupied-space rejections: 1730\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 06 | standardDataset=324/324 (100.00%) | localCompletionGateDataset=84/324 (25.93%) | seatedDelta=-240 | completionDelta=-74.07% | outsideDelta=+206 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | localCompletionGateWorse=true | standardFamily=COMPLETE_CABIN | localCompletionGateFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 26 HIERARCHICAL LOCAL COMPLETION GATES ============================================================ Date/Time: 2026-07-16 23:50:27 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 7 Scenario seed: -4884639050347842300 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.39% Blocker-prone seat share (topology component): 67.15% Aisle-assignment balance: 95.62% OUTCOME ------- Status: SUCCESS Completed ticks: 1030 Passengers seated: 274/274 Average waiting ticks: 463.15 Longest waiting passenger: P183->19E(RIGHT) Longest waiting ticks: 980 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles21-23:occupied=3:anchor=P164:selected=P134:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2017 Maximum occupied tiles: 14 Seat events: 131 Single-blocker events: 38 Multiple-blocker events: 12 Temporary aisle reoccupations: 62 RIGHT AISLE ----------- Total moves: 2235 Maximum occupied tiles: 10 Seat events: 143 Single-blocker events: 48 Multiple-blocker events: 14 Temporary aisle reoccupations: 76 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 98 Reservations granted: 98 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4791 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5929 Total stationary ticks: 130757 Seat-event requests: 286 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 595 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 595 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 285\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 26 HIERARCHICAL LOCAL COMPLETION GATES ============================================================ Date/Time: 2026-07-16 23:50:27 Experiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 7 Scenario seed: -4884639050347842300 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET Row-zone concentration (diagnostic control): 31.39% Blocker-prone seat share (topology component): 67.15% Aisle-assignment balance: 95.62% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 1673 Passengers seated: 36/274 Average waiting ticks: 1387.86 Longest waiting passenger: P0->10C(LEFT) Longest waiting ticks: 1673 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 8 Cluster candidates evaluated: 2 Executable cluster candidates: 0 Rejected cluster candidates: 2 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 9 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 3016 Regions dissolved: 0 Repeated reconstructions avoided: 3016 Largest region lifetime: 1522 Maximum simultaneous active regions: 2 Regions active at termination: 2 Last lifecycle event: UPDATE:R2:age=1496:occupied=9 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1508 State changes reopening evaluation: 6 Region priority competitions: 1493 Regions ranked: 2986 Hierarchical selections: 1493 Lower-priority evaluations deferred: 1492 Highest selected priority score: 10010 Left/right priority wins: 3/1490 Priority ties: 0 Last priority decision: LEFT:R1:score=6710 | RIGHT:R2:score=10010 | selected=RIGHT LEFT AISLE ---------- Total moves: 643 Maximum occupied tiles: 15 Seat events: 17 Single-blocker events: 5 Multiple-blocker events: 1 Temporary aisle reoccupations: 7 RIGHT AISLE ----------- Total moves: 777 Maximum occupied tiles: 17 Seat events: 19 Single-blocker events: 3 Multiple-blocker events: 2 Temporary aisle reoccupations: 7 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 14 Reservations granted: 14 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 223 Remaining moving in aisle: 12 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 18066 Longest unresolved passenger ID: 0 Longest unresolved row: 10 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 6 Longest dependency chain: P267(30A/LEFT) -> P202(29A/LEFT) -> P214(29C/LEFT) -> P157(30B/LEFT) -> P99(32C/LEFT) -> P89(31A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 267 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 12 Total blocked ticks: 24619 Total stationary ticks: 400153 Seat-event requests: 3055 Failed seat-event starts: 3019 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 89 Critical blocker identity: P89->31A(LEFT) Direct fan-out: 1 Total indirect descendants: 5 Critical tree size including blocker: 6 Critical tree depth: 6 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 15 Unresolved outside passengers: 223 Unresolved internal passengers outside critical tree: 9 Critical blocker tree: P89(31A/LEFT/WAITING_FOR_SEAT_EVENT) P99(32C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P157(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P214(29C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P202(29A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P267(30A/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1526 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 32|33 Critical blocker unavailable yield tiles: 33 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 2 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1493 Rear-boundary failures: 1526 Middle-bank reservation failures: 0 Active-event deferrals: 47 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 32|33 Current unavailable yield tiles: 33 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3055\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 1494\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 07 | standardDataset=274/274 (100.00%) | localCompletionGateDataset=36/274 (13.14%) | seatedDelta=-238 | completionDelta=-86.86% | outsideDelta=+223 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | localCompletionGateWorse=true | standardFamily=COMPLETE_CABIN | localCompletionGateFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 26 HIERARCHICAL LOCAL COMPLETION GATES ============================================================ Date/Time: 2026-07-16 23:50:27 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 8 Scenario seed: 5987859498965562411 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.77% Blocker-prone seat share (topology component): 76.56% Aisle-assignment balance: 93.75% OUTCOME ------- Status: SUCCESS Completed ticks: 722 Passengers seated: 192/192 Average waiting ticks: 309.84 Longest waiting passenger: P6->4H(RIGHT) Longest waiting ticks: 667 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1286 Maximum occupied tiles: 12 Seat events: 90 Single-blocker events: 17 Multiple-blocker events: 6 Temporary aisle reoccupations: 30 RIGHT AISLE ----------- Total moves: 1496 Maximum occupied tiles: 11 Seat events: 102 Single-blocker events: 22 Multiple-blocker events: 7 Temporary aisle reoccupations: 37 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 99 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3347 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4372 Total stationary ticks: 62355 Seat-event requests: 198 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 512 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 512 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 198\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 26 HIERARCHICAL LOCAL COMPLETION GATES ============================================================ Date/Time: 2026-07-16 23:50:27 Experiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 8 Scenario seed: 5987859498965562411 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET Row-zone concentration (diagnostic control): 31.77% Blocker-prone seat share (topology component): 76.56% Aisle-assignment balance: 93.75% OUTCOME ------- Status: SUCCESS Completed ticks: 753 Passengers seated: 192/192 Average waiting ticks: 357.36 Longest waiting passenger: P6->4H(RIGHT) Longest waiting ticks: 743 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1286 Maximum occupied tiles: 14 Seat events: 90 Single-blocker events: 19 Multiple-blocker events: 5 Temporary aisle reoccupations: 31 RIGHT AISLE ----------- Total moves: 1496 Maximum occupied tiles: 15 Seat events: 102 Single-blocker events: 21 Multiple-blocker events: 7 Temporary aisle reoccupations: 36 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 108 Reservations granted: 93 Reservations denied/waited: 15 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5101 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5593 Total stationary ticks: 73015 Seat-event requests: 193 Failed seat-event starts: 1 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 233 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1 Rear-boundary failures: 0 Middle-bank reservation failures: 15 Active-event deferrals: 233 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 209\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 2\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 08 | standardDataset=192/192 (100.00%) | localCompletionGateDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | localCompletionGateWorse=false | standardFamily=COMPLETE_CABIN | localCompletionGateFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 26 HIERARCHICAL LOCAL COMPLETION GATES ============================================================ Date/Time: 2026-07-16 23:50:27 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 9 Scenario seed: 7140648722707885309 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.26% Blocker-prone seat share (topology component): 73.15% Aisle-assignment balance: 95.37% OUTCOME ------- Status: SUCCESS Completed ticks: 808 Passengers seated: 216/216 Average waiting ticks: 349.20 Longest waiting passenger: P151->29F(LEFT) Longest waiting ticks: 737 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 51 Regions dissolved: 2 Repeated reconstructions avoided: 51 Largest region lifetime: 35 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1614 Maximum occupied tiles: 12 Seat events: 113 Single-blocker events: 26 Multiple-blocker events: 8 Temporary aisle reoccupations: 46 RIGHT AISLE ----------- Total moves: 1539 Maximum occupied tiles: 12 Seat events: 103 Single-blocker events: 22 Multiple-blocker events: 9 Temporary aisle reoccupations: 42 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 119 Reservations granted: 119 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4087 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5106 Total stationary ticks: 78919 Seat-event requests: 224 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 487 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 487 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 224\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 26 HIERARCHICAL LOCAL COMPLETION GATES ============================================================ Date/Time: 2026-07-16 23:50:27 Experiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 9 Scenario seed: 7140648722707885309 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET Row-zone concentration (diagnostic control): 34.26% Blocker-prone seat share (topology component): 73.15% Aisle-assignment balance: 95.37% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2318 Passengers seated: 212/216 Average waiting ticks: 397.45 Longest waiting passenger: P195->29D(LEFT) Longest waiting ticks: 2235 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 7 Cluster candidates evaluated: 7 Executable cluster candidates: 0 Rejected cluster candidates: 7 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 4 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2198 Regions dissolved: 0 Repeated reconstructions avoided: 2198 Largest region lifetime: 2199 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2199:occupied=4 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1696 State changes reopening evaluation: 6 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1610 Maximum occupied tiles: 18 Seat events: 109 Single-blocker events: 21 Multiple-blocker events: 9 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1539 Maximum occupied tiles: 16 Seat events: 103 Single-blocker events: 22 Multiple-blocker events: 7 Temporary aisle reoccupations: 40 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1839 Reservations granted: 1821 Reservations denied/waited: 18 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 2 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5842 Longest unresolved passenger ID: 181 Longest unresolved row: 30 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P151(29F/LEFT) -> P181(30B/LEFT) -> P195(29D/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 151 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 2 Total blocked ticks: 15295 Total stationary ticks: 95352 Seat-event requests: 1926 Failed seat-event starts: 1714 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 195 Critical blocker identity: P195->29D(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 4 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P195(29D/LEFT/WAITING_FOR_SEAT_EVENT) P181(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P151(29F/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1713 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 103 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1713 Rear-boundary failures: 1 Middle-bank reservation failures: 18 Active-event deferrals: 1073 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[103]: P103(30E/LEFT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P103->30E(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P103{seat=30E,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=104,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 30 Current unavailable yield tiles: 30 Current yield-tile occupants: 103 Final row-event chain: 195|103 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1945\nPrecedence substitutions made: 3\nDependency chains followed: 1715\nBlocked by waiting-row occupant: 1715\nSubstituted events started: 4\nOccupied-space rejections: 1718\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 09 | standardDataset=216/216 (100.00%) | localCompletionGateDataset=212/216 (98.15%) | seatedDelta=-4 | completionDelta=-1.85% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | localCompletionGateWorse=true | standardFamily=COMPLETE_CABIN | localCompletionGateFamily=LINKED_ROW_EVENT_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 26 HIERARCHICAL LOCAL COMPLETION GATES ============================================================ Date/Time: 2026-07-16 23:50:27 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 10 Scenario seed: -4639142616902254495 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.81% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 97.92% OUTCOME ------- Status: SUCCESS Completed ticks: 697 Passengers seated: 192/192 Average waiting ticks: 306.85 Longest waiting passenger: P149->22C(LEFT) Longest waiting ticks: 639 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 3 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 6 Last cluster decision: LEFT:tiles17-20:occupied=3:anchor=P130:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 20 Regions dissolved: 2 Repeated reconstructions avoided: 20 Largest region lifetime: 11 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=11 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1445 Maximum occupied tiles: 11 Seat events: 98 Single-blocker events: 25 Multiple-blocker events: 13 Temporary aisle reoccupations: 52 RIGHT AISLE ----------- Total moves: 1338 Maximum occupied tiles: 11 Seat events: 94 Single-blocker events: 29 Multiple-blocker events: 8 Temporary aisle reoccupations: 49 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 108 Reservations granted: 106 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3566 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4804 Total stationary ticks: 62094 Seat-event requests: 208 Failed seat-event starts: 16 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 534 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 16 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 534 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 209\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 19\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 26 HIERARCHICAL LOCAL COMPLETION GATES ============================================================ Date/Time: 2026-07-16 23:50:27 Experiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 10 Scenario seed: -4639142616902254495 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET Row-zone concentration (diagnostic control): 32.81% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 97.92% OUTCOME ------- Status: SUCCESS Completed ticks: 720 Passengers seated: 192/192 Average waiting ticks: 343.70 Longest waiting passenger: P133->5B(LEFT) Longest waiting ticks: 709 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 6 Selected release potential total: 5 Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 38 Regions dissolved: 2 Repeated reconstructions avoided: 38 Largest region lifetime: 31 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=9 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1445 Maximum occupied tiles: 17 Seat events: 98 Single-blocker events: 25 Multiple-blocker events: 16 Temporary aisle reoccupations: 58 RIGHT AISLE ----------- Total moves: 1338 Maximum occupied tiles: 15 Seat events: 94 Single-blocker events: 28 Multiple-blocker events: 6 Temporary aisle reoccupations: 43 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 143 Reservations granted: 130 Reservations denied/waited: 13 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5072 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5702 Total stationary ticks: 70366 Seat-event requests: 223 Failed seat-event starts: 31 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 241 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 31 Rear-boundary failures: 0 Middle-bank reservation failures: 13 Active-event deferrals: 241 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 236\nPrecedence substitutions made: 2\nDependency chains followed: 30\nBlocked by waiting-row occupant: 30\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 10 | standardDataset=192/192 (100.00%) | localCompletionGateDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | localCompletionGateWorse=false | standardFamily=COMPLETE_CABIN | localCompletionGateFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 26 HIERARCHICAL LOCAL COMPLETION GATES ============================================================ Date/Time: 2026-07-16 23:50:27 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 11 Scenario seed: 9123245050518735552 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 92.20% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2494 Passengers seated: 270/282 Average waiting ticks: 473.64 Longest waiting passenger: P24->24I(RIGHT) Longest waiting ticks: 2455 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 12 Cluster candidates evaluated: 8 Executable cluster candidates: 1 Rejected cluster candidates: 7 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 12 Selected release potential total: 7 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1699 Regions dissolved: 1 Repeated reconstructions avoided: 1699 Largest region lifetime: 1651 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1651:occupied=12 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1535 State changes reopening evaluation: 10 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2077 Maximum occupied tiles: 13 Seat events: 130 Single-blocker events: 42 Multiple-blocker events: 16 Temporary aisle reoccupations: 74 RIGHT AISLE ----------- Total moves: 2286 Maximum occupied tiles: 17 Seat events: 140 Single-blocker events: 40 Multiple-blocker events: 13 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 149 Reservations granted: 144 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 10 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 16374 Longest unresolved passenger ID: 102 Longest unresolved row: 32 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 7 Longest dependency chain: P124(27G/RIGHT) -> P77(32I/RIGHT) -> P133(29G/RIGHT) -> P79(31G/RIGHT) -> P11(31I/RIGHT) -> P102(32E/RIGHT) -> P36(31D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 124 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 10 Total blocked ticks: 25823 Total stationary ticks: 153991 Seat-event requests: 1843 Failed seat-event starts: 1573 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 36 Critical blocker identity: P36->31D(RIGHT) Direct fan-out: 1 Total indirect descendants: 6 Critical tree size including blocker: 7 Critical tree depth: 7 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 12 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 5 Critical blocker tree: P36(31D/RIGHT/WAITING_FOR_SEAT_EVENT) P102(32E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P11(31I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P79(31G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P133(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P77(32I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P124(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1520 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 2 Critical blocker required yield tiles: 32|33 Critical blocker unavailable yield tiles: 33 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1520 Rear-boundary failures: 53 Middle-bank reservation failures: 5 Active-event deferrals: 804 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 32|33 Current unavailable yield tiles: 33 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1847\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 1525\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 26 HIERARCHICAL LOCAL COMPLETION GATES ============================================================ Date/Time: 2026-07-16 23:50:27 Experiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 11 Scenario seed: 9123245050518735552 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 92.20% OUTCOME ------- Status: SUCCESS Completed ticks: 1081 Passengers seated: 282/282 Average waiting ticks: 497.79 Longest waiting passenger: P106->3E(RIGHT) Longest waiting ticks: 1071 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2077 Maximum occupied tiles: 16 Seat events: 130 Single-blocker events: 41 Multiple-blocker events: 17 Temporary aisle reoccupations: 75 RIGHT AISLE ----------- Total moves: 2332 Maximum occupied tiles: 16 Seat events: 152 Single-blocker events: 43 Multiple-blocker events: 16 Temporary aisle reoccupations: 75 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 97 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8828 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9565 Total stationary ticks: 148045 Seat-event requests: 289 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 401 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 401 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 11 | standardDataset=270/282 (95.74%) | localCompletionGateDataset=282/282 (100.00%) | seatedDelta=+12 | completionDelta=+4.26% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=true | localCompletionGateWorse=false | standardFamily=REAR_BOUNDARY_LOCK | localCompletionGateFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 26 HIERARCHICAL LOCAL COMPLETION GATES ============================================================ Date/Time: 2026-07-16 23:50:27 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 12 Scenario seed: -1434714116839518672 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 75.74% Aisle-assignment balance: 94.47% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2303 Passengers seated: 225/235 Average waiting ticks: 409.68 Longest waiting passenger: P152->16G(RIGHT) Longest waiting ticks: 2303 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 2 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 6 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1506 Regions dissolved: 0 Repeated reconstructions avoided: 1506 Largest region lifetime: 1507 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1507:occupied=6 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1498 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1538 Maximum occupied tiles: 13 Seat events: 111 Single-blocker events: 26 Multiple-blocker events: 11 Temporary aisle reoccupations: 50 RIGHT AISLE ----------- Total moves: 1747 Maximum occupied tiles: 12 Seat events: 114 Single-blocker events: 30 Multiple-blocker events: 7 Temporary aisle reoccupations: 47 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1620 Reservations granted: 1620 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 1 Remaining moving in aisle: 6 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 9530 Longest unresolved passenger ID: 152 Longest unresolved row: 16 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 6 Longest dependency chain: P133(17E/RIGHT) -> P153(17G/RIGHT) -> P205(24C/RIGHT) -> P9(19H/RIGHT) -> P76(26E/RIGHT) -> P67(6C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 133 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 6 Total blocked ticks: 18945 Total stationary ticks: 109018 Seat-event requests: 1734 Failed seat-event starts: 1509 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 67 Critical blocker identity: P67->6C(RIGHT) Direct fan-out: 1 Total indirect descendants: 5 Critical tree size including blocker: 6 Critical tree depth: 6 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 9 Unresolved outside passengers: 1 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P67(6C/RIGHT/WAITING_FOR_SEAT_EVENT) P76(26E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P9(19H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P205(24C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P153(17G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P133(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1509 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 7|8|9 Critical blocker unavailable yield tiles: 9 Critical blocker yield-tile occupants: 204 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1509 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 513 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[204]: P204(25F/RIGHT/MOVING_IN_AISLE@tile9) -> P122(10C/RIGHT/WAITING_AT_ROW@tile10) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P122->10C(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P204{seat=25F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=9,directBlocker=122,lastMoveTick=791,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 7|8|9 Current unavailable yield tiles: 9 Current yield-tile occupants: 204 Final row-event chain: 67|204|122 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 7\nOccupied-space rejections: 1513\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 26 HIERARCHICAL LOCAL COMPLETION GATES ============================================================ Date/Time: 2026-07-16 23:50:27 Experiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 12 Scenario seed: -1434714116839518672 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 75.74% Aisle-assignment balance: 94.47% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 1653 Passengers seated: 26/235 Average waiting ticks: 1403.10 Longest waiting passenger: P0->11D(LEFT) Longest waiting ticks: 1653 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 11 Cluster candidates evaluated: 22 Executable cluster candidates: 0 Rejected cluster candidates: 22 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 13 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1563 Regions dissolved: 0 Repeated reconstructions avoided: 1563 Largest region lifetime: 1564 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1564:occupied=13 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1549 State changes reopening evaluation: 10 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 492 Maximum occupied tiles: 16 Seat events: 18 Single-blocker events: 3 Multiple-blocker events: 2 Temporary aisle reoccupations: 7 RIGHT AISLE ----------- Total moves: 509 Maximum occupied tiles: 15 Seat events: 8 Single-blocker events: 1 Multiple-blocker events: 0 Temporary aisle reoccupations: 1 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1579 Reservations granted: 1579 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 196 Remaining moving in aisle: 10 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 15614 Longest unresolved passenger ID: 0 Longest unresolved row: 11 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 9 Longest dependency chain: P76(26E/RIGHT) -> P181(28E/RIGHT) -> P64(27F/RIGHT) -> P142(29H/RIGHT) -> P194(26G/RIGHT) -> P17(26H/RIGHT) -> P22(29C/RIGHT) -> P150(28G/RIGHT) -> P138(26D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 76 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 10 Total blocked ticks: 21558 Total stationary ticks: 346445 Seat-event requests: 1593 Failed seat-event starts: 1567 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 138 Critical blocker identity: P138->26D(RIGHT) Direct fan-out: 1 Total indirect descendants: 8 Critical tree size including blocker: 9 Critical tree depth: 9 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 13 Unresolved outside passengers: 196 Unresolved internal passengers outside critical tree: 4 Critical blocker tree: P138(26D/RIGHT/WAITING_FOR_SEAT_EVENT) P150(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P22(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P17(26H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P194(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P142(29H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P64(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P181(28E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P76(26E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1562 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 27 Critical blocker unavailable yield tiles: 27 Critical blocker yield-tile occupants: 56 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 3 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1562 Rear-boundary failures: 5 Middle-bank reservation failures: 0 Active-event deferrals: 24 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[56]: P56(27H/RIGHT/WAITING_AT_ROW@tile27) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P56->27H(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P56{seat=27H,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=27,directBlocker=-1,lastMoveTick=91,reason=WAITING_FOR_SEAT_EVENT,prerequisite=YIELD_TILE_OCCUPIED} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 27 Current unavailable yield tiles: 27 Current yield-tile occupants: 56 Final row-event chain: 138|56 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1593\nPrecedence substitutions made: 1\nDependency chains followed: 1562\nBlocked by waiting-row occupant: 1562\nSubstituted events started: 1\nOccupied-space rejections: 6257\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 12 | standardDataset=225/235 (95.74%) | localCompletionGateDataset=26/235 (11.06%) | seatedDelta=-199 | completionDelta=-84.68% | outsideDelta=+195 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | localCompletionGateWorse=true | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | localCompletionGateFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 26 HIERARCHICAL LOCAL COMPLETION GATES ============================================================ Date/Time: 2026-07-16 23:50:27 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 13 Scenario seed: 7696226853648624445 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.78% Blocker-prone seat share (topology component): 59.65% Aisle-assignment balance: 94.74% OUTCOME ------- Status: SUCCESS Completed ticks: 1267 Passengers seated: 342/342 Average waiting ticks: 562.98 Longest waiting passenger: P1->23E(LEFT) Longest waiting ticks: 1201 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 48 Regions dissolved: 3 Repeated reconstructions avoided: 48 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=23 Confirmation deferral ticks: 3 Regions reaching confirmation: 0 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3204 Maximum occupied tiles: 14 Seat events: 180 Single-blocker events: 52 Multiple-blocker events: 25 Temporary aisle reoccupations: 106 RIGHT AISLE ----------- Total moves: 2845 Maximum occupied tiles: 13 Seat events: 162 Single-blocker events: 41 Multiple-blocker events: 29 Temporary aisle reoccupations: 105 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 156 Reservations granted: 154 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7845 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9443 Total stationary ticks: 199282 Seat-event requests: 358 Failed seat-event starts: 16 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 766 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 16 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 766 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 360\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 6\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 26 HIERARCHICAL LOCAL COMPLETION GATES ============================================================ Date/Time: 2026-07-16 23:50:27 Experiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 13 Scenario seed: 7696226853648624445 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET Row-zone concentration (diagnostic control): 27.78% Blocker-prone seat share (topology component): 59.65% Aisle-assignment balance: 94.74% OUTCOME ------- Status: SUCCESS Completed ticks: 1271 Passengers seated: 342/342 Average waiting ticks: 599.44 Longest waiting passenger: P293->3B(LEFT) Longest waiting ticks: 1261 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 2 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 7 Selected release potential total: 0 Last cluster decision: RIGHT:tiles7-14:occupied=7:anchor=P98:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 56 Regions dissolved: 2 Repeated reconstructions avoided: 56 Largest region lifetime: 45 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=45 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3204 Maximum occupied tiles: 19 Seat events: 180 Single-blocker events: 53 Multiple-blocker events: 27 Temporary aisle reoccupations: 111 RIGHT AISLE ----------- Total moves: 2845 Maximum occupied tiles: 19 Seat events: 162 Single-blocker events: 39 Multiple-blocker events: 27 Temporary aisle reoccupations: 100 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 178 Reservations granted: 152 Reservations denied/waited: 26 Simultaneous opposite-aisle conflicts: 4 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 12725 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 13844 Total stationary ticks: 216466 Seat-event requests: 354 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 471 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 1 Middle-bank reservation failures: 26 Active-event deferrals: 471 Simultaneous arbitration losses: 4 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 10\nDependency chains followed: 10\nBlocked by waiting-row occupant: 10\nSubstituted events started: 12\nOccupied-space rejections: 19\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 13 | standardDataset=342/342 (100.00%) | localCompletionGateDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | localCompletionGateWorse=false | standardFamily=COMPLETE_CABIN | localCompletionGateFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 26 HIERARCHICAL LOCAL COMPLETION GATES ============================================================ Date/Time: 2026-07-16 23:50:27 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 14 Scenario seed: 287374858204591444 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.82% Blocker-prone seat share (topology component): 67.57% Aisle-assignment balance: 96.53% OUTCOME ------- Status: SUCCESS Completed ticks: 954 Passengers seated: 259/259 Average waiting ticks: 431.82 Longest waiting passenger: P123->9C(LEFT) Longest waiting ticks: 913 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2026 Maximum occupied tiles: 10 Seat events: 134 Single-blocker events: 29 Multiple-blocker events: 19 Temporary aisle reoccupations: 67 RIGHT AISLE ----------- Total moves: 2033 Maximum occupied tiles: 12 Seat events: 125 Single-blocker events: 34 Multiple-blocker events: 8 Temporary aisle reoccupations: 50 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 89 Reservations granted: 86 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4974 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5984 Total stationary ticks: 115920 Seat-event requests: 265 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 547 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 547 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 268\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 26 HIERARCHICAL LOCAL COMPLETION GATES ============================================================ Date/Time: 2026-07-16 23:50:27 Experiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 14 Scenario seed: 287374858204591444 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET Row-zone concentration (diagnostic control): 32.82% Blocker-prone seat share (topology component): 67.57% Aisle-assignment balance: 96.53% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 1878 Passengers seated: 72/259 Average waiting ticks: 1226.28 Longest waiting passenger: P0->8E(RIGHT) Longest waiting ticks: 1878 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 35 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 26 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1740 Regions dissolved: 0 Repeated reconstructions avoided: 1740 Largest region lifetime: 1741 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1741:occupied=26 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1642 State changes reopening evaluation: 34 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1184 Maximum occupied tiles: 18 Seat events: 46 Single-blocker events: 10 Multiple-blocker events: 8 Temporary aisle reoccupations: 26 RIGHT AISLE ----------- Total moves: 1161 Maximum occupied tiles: 26 Seat events: 26 Single-blocker events: 5 Multiple-blocker events: 0 Temporary aisle reoccupations: 5 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1708 Reservations granted: 1705 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 161 Remaining moving in aisle: 25 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 40973 Longest unresolved passenger ID: 0 Longest unresolved row: 8 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 26 Longest dependency chain: P48(25I/RIGHT) -> P95(22H/RIGHT) -> P22(23F/RIGHT) -> P178(24G/RIGHT) -> P212(21H/RIGHT) -> P218(26I/RIGHT) -> P143(21F/RIGHT) -> P105(25G/RIGHT) -> P21(26F/RIGHT) -> P249(24I/RIGHT) -> P181(21D/RIGHT) -> P129(23H/RIGHT) -> P16(23D/RIGHT) -> P139(22D/RIGHT) -> P112(26G/RIGHT) -> P247(24H/RIGHT) -> P124(25D/RIGHT) -> P136(26D/RIGHT) -> P168(26H/RIGHT) -> P227(27H/RIGHT) -> P238(29H/RIGHT) -> P34(30G/RIGHT) -> P219(32H/RIGHT) -> P137(31I/RIGHT) -> P98(32I/RIGHT) -> P111(32D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 48 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 25 Total blocked ticks: 46064 Total stationary ticks: 361515 Seat-event requests: 1755 Failed seat-event starts: 1683 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 111 Critical blocker identity: P111->32D(RIGHT) Direct fan-out: 1 Total indirect descendants: 25 Critical tree size including blocker: 26 Critical tree depth: 26 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 26 Unresolved outside passengers: 161 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P111(32D/RIGHT/WAITING_FOR_SEAT_EVENT) P98(32I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P137(31I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P219(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P34(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P238(29H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P227(27H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P168(26H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P136(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P124(25D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P247(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P112(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P139(22D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P16(23D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P129(23H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P181(21D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P249(24I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P21(26F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P105(25G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P143(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P218(26I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P212(21H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P178(24G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P22(23F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P95(22H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P48(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1682 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 33|34 Critical blocker unavailable yield tiles: 33|34 Critical blocker yield-tile occupants: -1|-1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1 Rear-boundary failures: 1682 Middle-bank reservation failures: 3 Active-event deferrals: 97 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 33|34 Current unavailable yield tiles: 33|34 Current yield-tile occupants: -1|-1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1758\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 1\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 14 | standardDataset=259/259 (100.00%) | localCompletionGateDataset=72/259 (27.80%) | seatedDelta=-187 | completionDelta=-72.20% | outsideDelta=+161 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | localCompletionGateWorse=true | standardFamily=COMPLETE_CABIN | localCompletionGateFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 26 HIERARCHICAL LOCAL COMPLETION GATES ============================================================ Date/Time: 2026-07-16 23:50:27 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 15 Scenario seed: -3331492774947506373 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.09% Blocker-prone seat share (topology component): 59.57% Aisle-assignment balance: 97.53% OUTCOME ------- Status: SUCCESS Completed ticks: 1183 Passengers seated: 324/324 Average waiting ticks: 542.25 Longest waiting passenger: P132->4E(LEFT) Longest waiting ticks: 1114 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 4 Cluster candidates evaluated: 3 Executable cluster candidates: 1 Rejected cluster candidates: 2 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 6 Selected release potential total: 5 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 84 Regions dissolved: 3 Repeated reconstructions avoided: 84 Largest region lifetime: 40 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=28 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2764 Maximum occupied tiles: 14 Seat events: 166 Single-blocker events: 52 Multiple-blocker events: 23 Temporary aisle reoccupations: 100 RIGHT AISLE ----------- Total moves: 2817 Maximum occupied tiles: 15 Seat events: 158 Single-blocker events: 37 Multiple-blocker events: 29 Temporary aisle reoccupations: 102 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 151 Reservations granted: 148 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6380 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8094 Total stationary ticks: 180963 Seat-event requests: 350 Failed seat-event starts: 26 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 915 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 25 Rear-boundary failures: 1 Middle-bank reservation failures: 3 Active-event deferrals: 915 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 352\nPrecedence substitutions made: 3\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 4\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 26 HIERARCHICAL LOCAL COMPLETION GATES ============================================================ Date/Time: 2026-07-16 23:50:27 Experiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 15 Scenario seed: -3331492774947506373 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET Row-zone concentration (diagnostic control): 28.09% Blocker-prone seat share (topology component): 59.57% Aisle-assignment balance: 97.53% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 1956 Passengers seated: 84/324 Average waiting ticks: 1356.78 Longest waiting passenger: P5->10E(LEFT) Longest waiting ticks: 1956 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 35 Cluster candidates evaluated: 70 Executable cluster candidates: 0 Rejected cluster candidates: 70 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 28 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1798 Regions dissolved: 0 Repeated reconstructions avoided: 1798 Largest region lifetime: 1799 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1799:occupied=28 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1706 State changes reopening evaluation: 34 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1385 Maximum occupied tiles: 28 Seat events: 27 Single-blocker events: 6 Multiple-blocker events: 1 Temporary aisle reoccupations: 8 RIGHT AISLE ----------- Total moves: 1682 Maximum occupied tiles: 18 Seat events: 57 Single-blocker events: 13 Multiple-blocker events: 10 Temporary aisle reoccupations: 35 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 36 Reservations granted: 36 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 212 Remaining moving in aisle: 25 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 41177 Longest unresolved passenger ID: 5 Longest unresolved row: 10 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 26 Longest dependency chain: P281(30F/LEFT) -> P152(24C/LEFT) -> P110(27B/LEFT) -> P29(30C/LEFT) -> P71(25D/LEFT) -> P284(25G/LEFT) -> P138(24D/LEFT) -> P225(26B/LEFT) -> P99(29C/LEFT) -> P295(28F/LEFT) -> P89(29B/LEFT) -> P158(24G/LEFT) -> P94(24A/LEFT) -> P277(30A/LEFT) -> P55(30G/LEFT) -> P21(26A/LEFT) -> P134(28B/LEFT) -> P196(29A/LEFT) -> P23(29F/LEFT) -> P121(29E/LEFT) -> P113(30B/LEFT) -> P317(33F/LEFT) -> P201(33A/LEFT) -> P17(36E/LEFT) -> P165(35A/LEFT) -> P30(34B/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 281 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 25 Total blocked ticks: 51088 Total stationary ticks: 484781 Seat-event requests: 1832 Failed seat-event starts: 1748 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 30 Critical blocker identity: P30->34B(LEFT) Direct fan-out: 1 Total indirect descendants: 25 Critical tree size including blocker: 26 Critical tree depth: 26 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 28 Unresolved outside passengers: 212 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P30(34B/LEFT/WAITING_FOR_SEAT_EVENT) P165(35A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P17(36E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P201(33A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P317(33F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P113(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P121(29E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P23(29F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P196(29A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P134(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P21(26A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P55(30G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P277(30A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P94(24A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P158(24G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P89(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P295(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P99(29C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P225(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P138(24D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P284(25G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P71(25D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P29(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P110(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P152(24C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P281(30F/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1746 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 35 Critical blocker unavailable yield tiles: 35 Critical blocker yield-tile occupants: 232 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 3 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1746 Rear-boundary failures: 2 Middle-bank reservation failures: 0 Active-event deferrals: 194 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[232]: P232(35B/LEFT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P232->35B(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P232{seat=35B,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=35,directBlocker=-1,lastMoveTick=155,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 35 Current unavailable yield tiles: 35 Current yield-tile occupants: 232 Final row-event chain: 30|232 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1833\nPrecedence substitutions made: 0\nDependency chains followed: 1745\nBlocked by waiting-row occupant: 3489\nSubstituted events started: 1\nOccupied-space rejections: 7025\nMaximum scheduling-chain depth: 3\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 15 | standardDataset=324/324 (100.00%) | localCompletionGateDataset=84/324 (25.93%) | seatedDelta=-240 | completionDelta=-74.07% | outsideDelta=+212 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | localCompletionGateWorse=true | standardFamily=COMPLETE_CABIN | localCompletionGateFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 26 HIERARCHICAL LOCAL COMPLETION GATES ============================================================ Date/Time: 2026-07-16 23:50:27 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 16 Scenario seed: 8970029813061739148 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.38% Blocker-prone seat share (topology component): 75.52% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 675 Passengers seated: 192/192 Average waiting ticks: 307.57 Longest waiting passenger: P181->4E(RIGHT) Longest waiting ticks: 641 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 4 Regions dissolved: 1 Repeated reconstructions avoided: 4 Largest region lifetime: 5 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=5 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1381 Maximum occupied tiles: 14 Seat events: 96 Single-blocker events: 19 Multiple-blocker events: 5 Temporary aisle reoccupations: 32 RIGHT AISLE ----------- Total moves: 1434 Maximum occupied tiles: 13 Seat events: 96 Single-blocker events: 24 Multiple-blocker events: 10 Temporary aisle reoccupations: 46 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 99 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3651 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4556 Total stationary ticks: 62139 Seat-event requests: 198 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 473 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 473 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 198\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 26 HIERARCHICAL LOCAL COMPLETION GATES ============================================================ Date/Time: 2026-07-16 23:50:27 Experiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 16 Scenario seed: 8970029813061739148 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET Row-zone concentration (diagnostic control): 34.38% Blocker-prone seat share (topology component): 75.52% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 721 Passengers seated: 192/192 Average waiting ticks: 345.21 Longest waiting passenger: P41->1C(LEFT) Longest waiting ticks: 719 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1381 Maximum occupied tiles: 14 Seat events: 96 Single-blocker events: 20 Multiple-blocker events: 6 Temporary aisle reoccupations: 35 RIGHT AISLE ----------- Total moves: 1434 Maximum occupied tiles: 14 Seat events: 96 Single-blocker events: 27 Multiple-blocker events: 7 Temporary aisle reoccupations: 43 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 100 Reservations granted: 93 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5004 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5417 Total stationary ticks: 70532 Seat-event requests: 192 Failed seat-event starts: 0 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 204 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 0 Rear-boundary failures: 0 Middle-bank reservation failures: 7 Active-event deferrals: 204 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 199\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 3\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 16 | standardDataset=192/192 (100.00%) | localCompletionGateDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | localCompletionGateWorse=false | standardFamily=COMPLETE_CABIN | localCompletionGateFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 26 HIERARCHICAL LOCAL COMPLETION GATES ============================================================ Date/Time: 2026-07-16 23:50:27 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 17 Scenario seed: 3184604032099438634 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 74.56% Aisle-assignment balance: 93.86% OUTCOME ------- Status: SUCCESS Completed ticks: 860 Passengers seated: 228/228 Average waiting ticks: 371.64 Longest waiting passenger: P46->28G(RIGHT) Longest waiting ticks: 801 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 27 Regions dissolved: 1 Repeated reconstructions avoided: 27 Largest region lifetime: 28 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=28 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1552 Maximum occupied tiles: 13 Seat events: 107 Single-blocker events: 23 Multiple-blocker events: 9 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1720 Maximum occupied tiles: 12 Seat events: 121 Single-blocker events: 28 Multiple-blocker events: 9 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 122 Reservations granted: 122 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4107 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5365 Total stationary ticks: 88256 Seat-event requests: 236 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 625 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 625 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 236\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 26 HIERARCHICAL LOCAL COMPLETION GATES ============================================================ Date/Time: 2026-07-16 23:50:27 Experiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 17 Scenario seed: 3184604032099438634 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 74.56% Aisle-assignment balance: 93.86% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 1941 Passengers seated: 93/228 Average waiting ticks: 1051.21 Longest waiting passenger: P0->5B(LEFT) Longest waiting ticks: 1941 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 23 Cluster candidates evaluated: 22 Executable cluster candidates: 0 Rejected cluster candidates: 22 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 22 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 3440 Regions dissolved: 0 Repeated reconstructions avoided: 3440 Largest region lifetime: 1785 Maximum simultaneous active regions: 2 Regions active at termination: 2 Last lifecycle event: TRACK:R1:age=1785:localMembers=4 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1660 State changes reopening evaluation: 21 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1212 Maximum occupied tiles: 15 Seat events: 56 Single-blocker events: 14 Multiple-blocker events: 5 Temporary aisle reoccupations: 25 RIGHT AISLE ----------- Total moves: 1208 Maximum occupied tiles: 26 Seat events: 37 Single-blocker events: 6 Multiple-blocker events: 1 Temporary aisle reoccupations: 8 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 92 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 109 Remaining moving in aisle: 22 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 35660 Longest unresolved passenger ID: 0 Longest unresolved row: 5 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 21 Longest dependency chain: P105(19F/RIGHT) -> P35(17E/RIGHT) -> P182(16F/RIGHT) -> P55(15H/RIGHT) -> P224(19G/RIGHT) -> P148(17D/RIGHT) -> P216(16H/RIGHT) -> P75(19D/RIGHT) -> P40(18G/RIGHT) -> P58(18H/RIGHT) -> P155(15D/RIGHT) -> P186(16G/RIGHT) -> P60(15C/RIGHT) -> P209(15E/RIGHT) -> P3(17G/RIGHT) -> P115(19C/RIGHT) -> P99(18F/RIGHT) -> P87(19H/RIGHT) -> P111(24F/RIGHT) -> P28(24E/RIGHT) -> P4(21H/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 105 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 22 Total blocked ticks: 46398 Total stationary ticks: 278757 Seat-event requests: 1784 Failed seat-event starts: 1691 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 4 Critical blocker identity: P4->21H(RIGHT) Direct fan-out: 1 Total indirect descendants: 20 Critical tree size including blocker: 21 Critical tree depth: 21 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 26 Unresolved outside passengers: 109 Unresolved internal passengers outside critical tree: 5 Critical blocker tree: P4(21H/RIGHT/WAITING_FOR_SEAT_EVENT) P28(24E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P111(24F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P87(19H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P99(18F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P115(19C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P3(17G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P209(15E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P60(15C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P186(16G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P155(15D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P58(18H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P40(18G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P75(19D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P216(16H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P148(17D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P224(19G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P55(15H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P182(16F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P35(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P105(19F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1648 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 22 Critical blocker unavailable yield tiles: 22 Critical blocker yield-tile occupants: 91 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 3 Yield-tile occupied failures: 1648 Rear-boundary failures: 43 Middle-bank reservation failures: 4 Active-event deferrals: 206 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[91]: P91(22C/RIGHT/WAITING_AT_ROW@tile22) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P91->22C(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P91{seat=22C,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=22,directBlocker=-1,lastMoveTick=282,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 22 Current unavailable yield tiles: 22 Current yield-tile occupants: 91 Final row-event chain: 4|91 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 4 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1788\nPrecedence substitutions made: 1\nDependency chains followed: 1645\nBlocked by waiting-row occupant: 3288\nSubstituted events started: 0\nOccupied-space rejections: 11537\nMaximum scheduling-chain depth: 3\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 17 | standardDataset=228/228 (100.00%) | localCompletionGateDataset=93/228 (40.79%) | seatedDelta=-135 | completionDelta=-59.21% | outsideDelta=+109 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | localCompletionGateWorse=true | standardFamily=COMPLETE_CABIN | localCompletionGateFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 26 HIERARCHICAL LOCAL COMPLETION GATES ============================================================ Date/Time: 2026-07-16 23:50:27 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 18 Scenario seed: 3120322730829782475 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.43% Blocker-prone seat share (topology component): 60.13% Aisle-assignment balance: 94.77% OUTCOME ------- Status: SUCCESS Completed ticks: 1156 Passengers seated: 306/306 Average waiting ticks: 513.90 Longest waiting passenger: P231->18H(RIGHT) Longest waiting ticks: 1102 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 29 Regions dissolved: 2 Repeated reconstructions avoided: 29 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2475 Maximum occupied tiles: 14 Seat events: 145 Single-blocker events: 38 Multiple-blocker events: 16 Temporary aisle reoccupations: 72 RIGHT AISLE ----------- Total moves: 2744 Maximum occupied tiles: 12 Seat events: 161 Single-blocker events: 42 Multiple-blocker events: 21 Temporary aisle reoccupations: 88 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 136 Reservations granted: 136 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6095 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7295 Total stationary ticks: 162230 Seat-event requests: 320 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 655 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 655 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 320\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 26 HIERARCHICAL LOCAL COMPLETION GATES ============================================================ Date/Time: 2026-07-16 23:50:27 Experiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 18 Scenario seed: 3120322730829782475 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET Row-zone concentration (diagnostic control): 28.43% Blocker-prone seat share (topology component): 60.13% Aisle-assignment balance: 94.77% OUTCOME ------- Status: SUCCESS Completed ticks: 1167 Passengers seated: 306/306 Average waiting ticks: 556.53 Longest waiting passenger: P120->5G(RIGHT) Longest waiting ticks: 1156 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 16 Regions dissolved: 1 Repeated reconstructions avoided: 16 Largest region lifetime: 17 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=17 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2475 Maximum occupied tiles: 16 Seat events: 145 Single-blocker events: 37 Multiple-blocker events: 16 Temporary aisle reoccupations: 70 RIGHT AISLE ----------- Total moves: 2744 Maximum occupied tiles: 16 Seat events: 161 Single-blocker events: 41 Multiple-blocker events: 22 Temporary aisle reoccupations: 90 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 143 Reservations granted: 131 Reservations denied/waited: 12 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 9628 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 10371 Total stationary ticks: 178648 Seat-event requests: 314 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 396 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 12 Active-event deferrals: 396 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 327\nPrecedence substitutions made: 10\nDependency chains followed: 14\nBlocked by waiting-row occupant: 14\nSubstituted events started: 13\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 18 | standardDataset=306/306 (100.00%) | localCompletionGateDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | localCompletionGateWorse=false | standardFamily=COMPLETE_CABIN | localCompletionGateFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 26 HIERARCHICAL LOCAL COMPLETION GATES ============================================================ Date/Time: 2026-07-16 23:50:27 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 19 Scenario seed: -1051365898326392422 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.04% Blocker-prone seat share (topology component): 65.65% Aisle-assignment balance: 98.26% OUTCOME ------- Status: SUCCESS Completed ticks: 821 Passengers seated: 230/230 Average waiting ticks: 371.58 Longest waiting passenger: P130->6H(RIGHT) Longest waiting ticks: 768 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1771 Maximum occupied tiles: 12 Seat events: 113 Single-blocker events: 13 Multiple-blocker events: 7 Temporary aisle reoccupations: 27 RIGHT AISLE ----------- Total moves: 1764 Maximum occupied tiles: 13 Seat events: 117 Single-blocker events: 35 Multiple-blocker events: 8 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 92 Reservations granted: 84 Reservations denied/waited: 8 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4657 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5790 Total stationary ticks: 89533 Seat-event requests: 235 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 544 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 8 Active-event deferrals: 544 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 26 HIERARCHICAL LOCAL COMPLETION GATES ============================================================ Date/Time: 2026-07-16 23:50:27 Experiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 19 Scenario seed: -1051365898326392422 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET Row-zone concentration (diagnostic control): 33.04% Blocker-prone seat share (topology component): 65.65% Aisle-assignment balance: 98.26% OUTCOME ------- Status: SUCCESS Completed ticks: 857 Passengers seated: 230/230 Average waiting ticks: 406.53 Longest waiting passenger: P133->5G(RIGHT) Longest waiting ticks: 846 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1771 Maximum occupied tiles: 16 Seat events: 113 Single-blocker events: 13 Multiple-blocker events: 7 Temporary aisle reoccupations: 27 RIGHT AISLE ----------- Total moves: 1764 Maximum occupied tiles: 17 Seat events: 117 Single-blocker events: 35 Multiple-blocker events: 8 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 86 Reservations granted: 84 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6543 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7106 Total stationary ticks: 99183 Seat-event requests: 233 Failed seat-event starts: 3 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 297 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 3 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 297 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 235\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 19 | standardDataset=230/230 (100.00%) | localCompletionGateDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | localCompletionGateWorse=false | standardFamily=COMPLETE_CABIN | localCompletionGateFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 26 HIERARCHICAL LOCAL COMPLETION GATES ============================================================ Date/Time: 2026-07-16 23:50:27 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 20 Scenario seed: -1169396298556200010 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 245 Occupancy: 85% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 29.80% Blocker-prone seat share (topology component): 65.31% Aisle-assignment balance: 96.33% OUTCOME ------- Status: SUCCESS Completed ticks: 906 Passengers seated: 245/245 Average waiting ticks: 398.45 Longest waiting passenger: P186->32E(RIGHT) Longest waiting ticks: 847 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: LEFT:tiles10-13:occupied=3:anchor=P242:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 13 Regions dissolved: 1 Repeated reconstructions avoided: 13 Largest region lifetime: 14 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=14 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1773 Maximum occupied tiles: 11 Seat events: 118 Single-blocker events: 31 Multiple-blocker events: 11 Temporary aisle reoccupations: 53 RIGHT AISLE ----------- Total moves: 1904 Maximum occupied tiles: 11 Seat events: 127 Single-blocker events: 32 Multiple-blocker events: 13 Temporary aisle reoccupations: 58 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 89 Reservations granted: 89 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4534 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5456 Total stationary ticks: 101373 Seat-event requests: 255 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 435 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 435 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 254\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 26 HIERARCHICAL LOCAL COMPLETION GATES ============================================================ Date/Time: 2026-07-16 23:50:27 Experiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 20 Scenario seed: -1169396298556200010 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 245 Occupancy: 85% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET Row-zone concentration (diagnostic control): 29.80% Blocker-prone seat share (topology component): 65.31% Aisle-assignment balance: 96.33% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2402 Passengers seated: 241/245 Average waiting ticks: 437.07 Longest waiting passenger: P79->31D(RIGHT) Longest waiting ticks: 2301 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1772 Maximum occupied tiles: 17 Seat events: 116 Single-blocker events: 29 Multiple-blocker events: 11 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 1902 Maximum occupied tiles: 16 Seat events: 125 Single-blocker events: 28 Multiple-blocker events: 14 Temporary aisle reoccupations: 56 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1786 Reservations granted: 1779 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 2 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7063 Longest unresolved passenger ID: 118 Longest unresolved row: 32 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P118(32C/LEFT) -> P201(32A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 118 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 2 Total blocked ticks: 16608 Total stationary ticks: 117688 Seat-event requests: 3695 Failed seat-event starts: 3454 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 79 Critical blocker identity: P79->31D(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 4 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P79(31D/RIGHT/WAITING_FOR_SEAT_EVENT) P186(32E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 3449 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 32|33 Critical blocker unavailable yield tiles: 33 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 5 Rear-boundary failures: 3449 Middle-bank reservation failures: 7 Active-event deferrals: 1099 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 32|33 Current unavailable yield tiles: 33 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3702\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 20 | standardDataset=245/245 (100.00%) | localCompletionGateDataset=241/245 (98.37%) | seatedDelta=-4 | completionDelta=-1.63% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | localCompletionGateWorse=true | standardFamily=COMPLETE_CABIN | localCompletionGateFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 26 HIERARCHICAL LOCAL COMPLETION GATES ============================================================ Date/Time: 2026-07-16 23:50:27 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 21 Scenario seed: -5845335927644343041 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.43% Blocker-prone seat share (topology component): 69.57% Aisle-assignment balance: 98.26% OUTCOME ------- Status: SUCCESS Completed ticks: 815 Passengers seated: 230/230 Average waiting ticks: 371.47 Longest waiting passenger: P7->2E(LEFT) Longest waiting ticks: 763 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 3 Executable cluster candidates: 3 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 6 Selected release potential total: 9 Last cluster decision: RIGHT:tiles13-16:occupied=4:anchor=P120:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 34 Regions dissolved: 1 Repeated reconstructions avoided: 34 Largest region lifetime: 35 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=35 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1791 Maximum occupied tiles: 11 Seat events: 117 Single-blocker events: 34 Multiple-blocker events: 4 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1688 Maximum occupied tiles: 11 Seat events: 113 Single-blocker events: 36 Multiple-blocker events: 7 Temporary aisle reoccupations: 50 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 87 Reservations granted: 85 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4386 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5681 Total stationary ticks: 89287 Seat-event requests: 237 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 616 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 616 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 237\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 4\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 26 HIERARCHICAL LOCAL COMPLETION GATES ============================================================ Date/Time: 2026-07-16 23:50:27 Experiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 21 Scenario seed: -5845335927644343041 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET Row-zone concentration (diagnostic control): 30.43% Blocker-prone seat share (topology component): 69.57% Aisle-assignment balance: 98.26% OUTCOME ------- Status: SUCCESS Completed ticks: 844 Passengers seated: 230/230 Average waiting ticks: 405.92 Longest waiting passenger: P7->2E(LEFT) Longest waiting ticks: 831 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1791 Maximum occupied tiles: 16 Seat events: 117 Single-blocker events: 35 Multiple-blocker events: 4 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1688 Maximum occupied tiles: 16 Seat events: 113 Single-blocker events: 35 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 83 Reservations granted: 81 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6654 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7177 Total stationary ticks: 99129 Seat-event requests: 230 Failed seat-event starts: 0 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 268 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 0 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 268 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 232\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 2\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 21 | standardDataset=230/230 (100.00%) | localCompletionGateDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | localCompletionGateWorse=false | standardFamily=COMPLETE_CABIN | localCompletionGateFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 26 HIERARCHICAL LOCAL COMPLETION GATES ============================================================ Date/Time: 2026-07-16 23:50:27 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 22 Scenario seed: 5901802720867875714 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 288 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.08% Blocker-prone seat share (topology component): 58.68% Aisle-assignment balance: 91.67% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2628 Passengers seated: 271/288 Average waiting ticks: 501.86 Longest waiting passenger: P233->22B(LEFT) Longest waiting ticks: 2596 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 18 Cluster candidates evaluated: 22 Executable cluster candidates: 0 Rejected cluster candidates: 22 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 17 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2346 Regions dissolved: 0 Repeated reconstructions avoided: 2346 Largest region lifetime: 2347 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2347:occupied=17 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1931 State changes reopening evaluation: 17 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2236 Maximum occupied tiles: 21 Seat events: 115 Single-blocker events: 25 Multiple-blocker events: 12 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 2775 Maximum occupied tiles: 12 Seat events: 156 Single-blocker events: 43 Multiple-blocker events: 18 Temporary aisle reoccupations: 80 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 123 Reservations granted: 123 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 14 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 26853 Longest unresolved passenger ID: 285 Longest unresolved row: 35 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 13 Longest dependency chain: P157(29B/LEFT) -> P224(26G/LEFT) -> P193(28A/LEFT) -> P83(29F/LEFT) -> P29(32F/LEFT) -> P46(36G/LEFT) -> P152(36E/LEFT) -> P135(34B/LEFT) -> P139(34A/LEFT) -> P245(33A/LEFT) -> P63(34C/LEFT) -> P285(35D/LEFT) -> P68(35B/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 157 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 14 Total blocked ticks: 39581 Total stationary ticks: 175761 Seat-event requests: 2241 Failed seat-event starts: 1970 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 68 Critical blocker identity: P68->35B(LEFT) Direct fan-out: 1 Total indirect descendants: 12 Critical tree size including blocker: 13 Critical tree depth: 13 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 17 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 4 Critical blocker tree: P68(35B/LEFT/WAITING_FOR_SEAT_EVENT) P285(35D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P63(34C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P245(33A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P139(34A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P135(34B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P152(36E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P46(36G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P29(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P83(29F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P193(28A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P224(26G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P157(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1969 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 1 Critical blocker required yield tiles: 36 Critical blocker unavailable yield tiles: 36 Critical blocker yield-tile occupants: 24 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 3 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1969 Rear-boundary failures: 1 Middle-bank reservation failures: 0 Active-event deferrals: 1081 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[24]: P24(36A/LEFT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P24->36A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: P24{seat=36A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=266,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 36 Current unavailable yield tiles: 36 Current yield-tile occupants: 24 Final row-event chain: 68|24 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2241\nPrecedence substitutions made: 1\nDependency chains followed: 193\nBlocked by waiting-row occupant: 193\nSubstituted events started: 1\nOccupied-space rejections: 1974\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 26 HIERARCHICAL LOCAL COMPLETION GATES ============================================================ Date/Time: 2026-07-16 23:50:27 Experiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 22 Scenario seed: 5901802720867875714 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 288 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET Row-zone concentration (diagnostic control): 27.08% Blocker-prone seat share (topology component): 58.68% Aisle-assignment balance: 91.67% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2613 Passengers seated: 285/288 Average waiting ticks: 534.29 Longest waiting passenger: P152->36E(LEFT) Longest waiting ticks: 2510 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 2436 Regions dissolved: 1 Repeated reconstructions avoided: 2436 Largest region lifetime: 2425 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2425:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1868 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2298 Maximum occupied tiles: 20 Seat events: 129 Single-blocker events: 34 Multiple-blocker events: 13 Temporary aisle reoccupations: 61 RIGHT AISLE ----------- Total moves: 2775 Maximum occupied tiles: 18 Seat events: 156 Single-blocker events: 45 Multiple-blocker events: 18 Temporary aisle reoccupations: 83 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 2005 Reservations granted: 1996 Reservations denied/waited: 9 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 2 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 9202 Longest unresolved passenger ID: 46 Longest unresolved row: 36 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P9(36C/LEFT) -> P46(36G/LEFT) -> P152(36E/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 9 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 2 Total blocked ticks: 17204 Total stationary ticks: 166748 Seat-event requests: 2166 Failed seat-event starts: 1881 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 152 Critical blocker identity: P152->36E(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P152(36E/LEFT/WAITING_FOR_SEAT_EVENT) P46(36G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P9(36C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1874 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 1 Critical blocker required yield tiles: 37 Critical blocker unavailable yield tiles: 37 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 1874 Middle-bank reservation failures: 9 Active-event deferrals: 834 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 1 Current required yield tiles: 37 Current unavailable yield tiles: 37 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2175\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 22 | standardDataset=271/288 (94.10%) | localCompletionGateDataset=285/288 (98.96%) | seatedDelta=+14 | completionDelta=+4.86% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | localCompletionGateWorse=false | standardFamily=LINKED_ROW_EVENT_CHAIN | localCompletionGateFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 26 HIERARCHICAL LOCAL COMPLETION GATES ============================================================ Date/Time: 2026-07-16 23:50:28 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 23 Scenario seed: -5886756800942795092 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.61% Blocker-prone seat share (topology component): 67.39% Aisle-assignment balance: 97.39% OUTCOME ------- Status: SUCCESS Completed ticks: 844 Passengers seated: 230/230 Average waiting ticks: 385.89 Longest waiting passenger: P166->14H(RIGHT) Longest waiting ticks: 818 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles9-12:occupied=3:anchor=P84:selected=P226:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1724 Maximum occupied tiles: 11 Seat events: 112 Single-blocker events: 28 Multiple-blocker events: 7 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1674 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 26 Multiple-blocker events: 11 Temporary aisle reoccupations: 48 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 75 Reservations granted: 74 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3907 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4803 Total stationary ticks: 91882 Seat-event requests: 240 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 490 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 490 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 240\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 26 HIERARCHICAL LOCAL COMPLETION GATES ============================================================ Date/Time: 2026-07-16 23:50:28 Experiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 23 Scenario seed: -5886756800942795092 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET Row-zone concentration (diagnostic control): 32.61% Blocker-prone seat share (topology component): 67.39% Aisle-assignment balance: 97.39% OUTCOME ------- Status: SUCCESS Completed ticks: 881 Passengers seated: 230/230 Average waiting ticks: 420.51 Longest waiting passenger: P221->3F(RIGHT) Longest waiting ticks: 871 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1724 Maximum occupied tiles: 15 Seat events: 112 Single-blocker events: 29 Multiple-blocker events: 7 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1674 Maximum occupied tiles: 14 Seat events: 118 Single-blocker events: 25 Multiple-blocker events: 11 Temporary aisle reoccupations: 47 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 78 Reservations granted: 74 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5966 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6496 Total stationary ticks: 101755 Seat-event requests: 232 Failed seat-event starts: 2 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 298 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 2 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 298 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 236\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 6\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 23 | standardDataset=230/230 (100.00%) | localCompletionGateDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | localCompletionGateWorse=false | standardFamily=COMPLETE_CABIN | localCompletionGateFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 26 HIERARCHICAL LOCAL COMPLETION GATES ============================================================ Date/Time: 2026-07-16 23:50:28 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 24 Scenario seed: -8002946322880410004 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 94.47% OUTCOME ------- Status: SUCCESS Completed ticks: 881 Passengers seated: 235/235 Average waiting ticks: 383.40 Longest waiting passenger: P13->10A(LEFT) Longest waiting ticks: 823 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1777 Maximum occupied tiles: 12 Seat events: 124 Single-blocker events: 31 Multiple-blocker events: 16 Temporary aisle reoccupations: 67 RIGHT AISLE ----------- Total moves: 1587 Maximum occupied tiles: 12 Seat events: 111 Single-blocker events: 31 Multiple-blocker events: 9 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 136 Reservations granted: 128 Reservations denied/waited: 8 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4518 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5711 Total stationary ticks: 93972 Seat-event requests: 245 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 555 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 8 Active-event deferrals: 555 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 253\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 26 HIERARCHICAL LOCAL COMPLETION GATES ============================================================ Date/Time: 2026-07-16 23:50:28 Experiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 24 Scenario seed: -8002946322880410004 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 94.47% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2401 Passengers seated: 228/235 Average waiting ticks: 453.43 Longest waiting passenger: P84->25C(RIGHT) Longest waiting ticks: 2316 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 11 Cluster candidates evaluated: 20 Executable cluster candidates: 0 Rejected cluster candidates: 20 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 7 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 2276 Regions dissolved: 1 Repeated reconstructions avoided: 2276 Largest region lifetime: 2265 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2265:occupied=7 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1804 State changes reopening evaluation: 10 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1777 Maximum occupied tiles: 16 Seat events: 124 Single-blocker events: 28 Multiple-blocker events: 18 Temporary aisle reoccupations: 67 RIGHT AISLE ----------- Total moves: 1582 Maximum occupied tiles: 17 Seat events: 104 Single-blocker events: 32 Multiple-blocker events: 4 Temporary aisle reoccupations: 42 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1905 Reservations granted: 1887 Reservations denied/waited: 18 Simultaneous opposite-aisle conflicts: 4 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 4 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 9065 Longest unresolved passenger ID: 206 Longest unresolved row: 29 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P11(24F/RIGHT) -> P147(25G/RIGHT) -> P84(25C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 11 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 4 Total blocked ticks: 22466 Total stationary ticks: 120850 Seat-event requests: 2051 Failed seat-event starts: 1823 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 84 Critical blocker identity: P84->25C(RIGHT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 7 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 4 Critical blocker tree: P84(25C/RIGHT/WAITING_FOR_SEAT_EVENT) P147(25G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P11(24F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1820 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 26|27|28 Critical blocker unavailable yield tiles: 26|27|28 Critical blocker yield-tile occupants: 34|206|115 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1820 Rear-boundary failures: 3 Middle-bank reservation failures: 18 Active-event deferrals: 1304 Simultaneous arbitration losses: 4 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 3 Trace length: 3 Yield-occupant trace: yieldOccupant[34]: P34(27G/RIGHT/MOVING_IN_AISLE@tile26) -> P206(29C/RIGHT/MOVING_IN_AISLE@tile27) -> P115(28H/RIGHT/WAITING_AT_ROW@tile28) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[206]: P206(29C/RIGHT/MOVING_IN_AISLE@tile27) -> P115(28H/RIGHT/WAITING_AT_ROW@tile28) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[115]: P115(28H/RIGHT/WAITING_AT_ROW@tile28) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P115->28H(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P34{seat=27G,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=26,directBlocker=206,lastMoveTick=137,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P206{seat=29C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=27,directBlocker=115,lastMoveTick=136,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P115{seat=28H,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=28,directBlocker=-1,lastMoveTick=135,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 26|27|28 Current unavailable yield tiles: 26|27|28 Current yield-tile occupants: 34|206|115 Final row-event chain: 84|34|206|115 Final row-event chain length: 4 Distinct row events in chain: 4 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2073\nPrecedence substitutions made: 5\nDependency chains followed: 55\nBlocked by waiting-row occupant: 55\nSubstituted events started: 7\nOccupied-space rejections: 3600\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 24 | standardDataset=235/235 (100.00%) | localCompletionGateDataset=228/235 (97.02%) | seatedDelta=-7 | completionDelta=-2.98% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | localCompletionGateWorse=true | standardFamily=COMPLETE_CABIN | localCompletionGateFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 26 HIERARCHICAL LOCAL COMPLETION GATES ============================================================ Date/Time: 2026-07-16 23:50:28 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 25 Scenario seed: -6793887463250987477 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.38% Aisle-assignment balance: 95.74% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2527 Passengers seated: 276/282 Average waiting ticks: 487.17 Longest waiting passenger: P197->31D(RIGHT) Longest waiting ticks: 2476 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 2 Cluster candidates evaluated: 3 Executable cluster candidates: 1 Rejected cluster candidates: 2 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 6 Selected release potential total: 2 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1565 Regions dissolved: 1 Repeated reconstructions avoided: 1565 Largest region lifetime: 1558 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1558:occupied=6 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1524 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2082 Maximum occupied tiles: 13 Seat events: 135 Single-blocker events: 37 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 RIGHT AISLE ----------- Total moves: 2295 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 36 Multiple-blocker events: 11 Temporary aisle reoccupations: 58 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1672 Reservations granted: 1672 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 4 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 6510 Longest unresolved passenger ID: 217 Longest unresolved row: 32 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 5 Longest dependency chain: P249(30F/RIGHT) -> P22(30H/RIGHT) -> P61(30D/RIGHT) -> P208(31F/RIGHT) -> P197(31D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 249 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 4 Total blocked ticks: 15659 Total stationary ticks: 147571 Seat-event requests: 1864 Failed seat-event starts: 1588 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 197 Critical blocker identity: P197->31D(RIGHT) Direct fan-out: 1 Total indirect descendants: 4 Critical tree size including blocker: 5 Critical tree depth: 5 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 6 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P197(31D/RIGHT/WAITING_FOR_SEAT_EVENT) P208(31F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P61(30D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P22(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P249(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1588 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 32 Critical blocker unavailable yield tiles: 32 Critical blocker yield-tile occupants: 217 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1588 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 802 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[217]: P217(32I/RIGHT/WAITING_AT_ROW@tile32) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P217->32I(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P217{seat=32I,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=32,directBlocker=-1,lastMoveTick=786,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 32 Current unavailable yield tiles: 32 Current yield-tile occupants: 217 Final row-event chain: 197|217 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1863\nPrecedence substitutions made: 3\nDependency chains followed: 1581\nBlocked by waiting-row occupant: 1581\nSubstituted events started: 5\nOccupied-space rejections: 1592\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 26 HIERARCHICAL LOCAL COMPLETION GATES ============================================================ Date/Time: 2026-07-16 23:50:28 Experiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 25 Scenario seed: -6793887463250987477 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.38% Aisle-assignment balance: 95.74% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 1682 Passengers seated: 36/282 Average waiting ticks: 1398.93 Longest waiting passenger: P2->17I(RIGHT) Longest waiting ticks: 1682 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 12 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 14 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1524 Regions dissolved: 0 Repeated reconstructions avoided: 1524 Largest region lifetime: 1525 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1525:occupied=14 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1511 State changes reopening evaluation: 11 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 626 Maximum occupied tiles: 14 Seat events: 20 Single-blocker events: 6 Multiple-blocker events: 1 Temporary aisle reoccupations: 8 RIGHT AISLE ----------- Total moves: 782 Maximum occupied tiles: 16 Seat events: 16 Single-blocker events: 4 Multiple-blocker events: 0 Temporary aisle reoccupations: 4 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 9 Reservations granted: 9 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 230 Remaining moving in aisle: 13 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 19772 Longest unresolved passenger ID: 2 Longest unresolved row: 17 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 14 Longest dependency chain: P249(30F/RIGHT) -> P22(30H/RIGHT) -> P61(30D/RIGHT) -> P208(31F/RIGHT) -> P265(27F/RIGHT) -> P14(29E/RIGHT) -> P120(27G/RIGHT) -> P238(28I/RIGHT) -> P274(29D/RIGHT) -> P237(30E/RIGHT) -> P197(31D/RIGHT) -> P217(32I/RIGHT) -> P185(32H/RIGHT) -> P109(31I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 249 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 13 Total blocked ticks: 26111 Total stationary ticks: 415873 Seat-event requests: 3062 Failed seat-event starts: 3026 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 109 Critical blocker identity: P109->31I(RIGHT) Direct fan-out: 1 Total indirect descendants: 13 Critical tree size including blocker: 14 Critical tree depth: 14 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 16 Unresolved outside passengers: 230 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P109(31I/RIGHT/WAITING_FOR_SEAT_EVENT) P185(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P217(32I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P197(31D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P237(30E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P274(29D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P238(28I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P120(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P14(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P265(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P208(31F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P61(30D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P22(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P249(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1526 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 32|33 Critical blocker unavailable yield tiles: 33 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1500 Rear-boundary failures: 1526 Middle-bank reservation failures: 0 Active-event deferrals: 36 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 32|33 Current unavailable yield tiles: 33 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3062\nPrecedence substitutions made: 1\nDependency chains followed: 1501\nBlocked by waiting-row occupant: 1501\nSubstituted events started: 1\nOccupied-space rejections: 1501\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 25 | standardDataset=276/282 (97.87%) | localCompletionGateDataset=36/282 (12.77%) | seatedDelta=-240 | completionDelta=-85.11% | outsideDelta=+230 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | localCompletionGateWorse=true | standardFamily=LINKED_ROW_EVENT_CHAIN | localCompletionGateFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 26 HIERARCHICAL LOCAL COMPLETION GATES ============================================================ Date/Time: 2026-07-16 23:50:28 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 26 Scenario seed: 722007454514889823 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 59.49% Aisle-assignment balance: 96.88% OUTCOME ------- Status: SUCCESS Completed ticks: 1287 Passengers seated: 353/353 Average waiting ticks: 586.65 Longest waiting passenger: P178->2A(LEFT) Longest waiting ticks: 1226 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: LEFT:region=R4:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 90 Regions dissolved: 4 Repeated reconstructions avoided: 90 Largest region lifetime: 38 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=18 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3193 Maximum occupied tiles: 14 Seat events: 182 Single-blocker events: 45 Multiple-blocker events: 30 Temporary aisle reoccupations: 111 RIGHT AISLE ----------- Total moves: 3005 Maximum occupied tiles: 13 Seat events: 171 Single-blocker events: 47 Multiple-blocker events: 24 Temporary aisle reoccupations: 101 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 160 Reservations granted: 157 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7774 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9701 Total stationary ticks: 213884 Seat-event requests: 378 Failed seat-event starts: 25 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 882 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 25 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 882 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 380\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 6\nOccupied-space rejections: 30\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 26 HIERARCHICAL LOCAL COMPLETION GATES ============================================================ Date/Time: 2026-07-16 23:50:28 Experiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 26 Scenario seed: 722007454514889823 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 59.49% Aisle-assignment balance: 96.88% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 1688 Passengers seated: 38/353 Average waiting ticks: 1427.49 Longest waiting passenger: P0->12F(RIGHT) Longest waiting ticks: 1688 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 15 Cluster candidates evaluated: 16 Executable cluster candidates: 1 Rejected cluster candidates: 15 Cluster selections: 1 Cluster-selected events started: 0 Largest detected cluster: 13 Selected release potential total: 7 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 3052 Regions dissolved: 0 Repeated reconstructions avoided: 3052 Largest region lifetime: 1558 Maximum simultaneous active regions: 2 Regions active at termination: 2 Last lifecycle event: UPDATE:R1:age=1558:occupied=13 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1520 State changes reopening evaluation: 14 Region priority competitions: 1493 Regions ranked: 2986 Hierarchical selections: 1493 Lower-priority evaluations deferred: 1493 Highest selected priority score: 14410 Left/right priority wins: 0/1493 Priority ties: 0 Last priority decision: LEFT:R2:score=10010 | RIGHT:R1:score=14410 | selected=RIGHT LEFT AISLE ---------- Total moves: 945 Maximum occupied tiles: 18 Seat events: 21 Single-blocker events: 6 Multiple-blocker events: 1 Temporary aisle reoccupations: 8 RIGHT AISLE ----------- Total moves: 925 Maximum occupied tiles: 18 Seat events: 17 Single-blocker events: 2 Multiple-blocker events: 0 Temporary aisle reoccupations: 2 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1552 Reservations granted: 1550 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 6 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 293 Remaining moving in aisle: 18 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 27315 Longest unresolved passenger ID: 0 Longest unresolved row: 12 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 12 Longest dependency chain: P195(34J/RIGHT) -> P307(36F/RIGHT) -> P24(35H/RIGHT) -> P158(33G/RIGHT) -> P76(32E/RIGHT) -> P343(34D/RIGHT) -> P159(34H/RIGHT) -> P230(33H/RIGHT) -> P14(35D/RIGHT) -> P336(34F/RIGHT) -> P33(36E/RIGHT) -> P40(35F/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 195 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 18 Total blocked ticks: 36076 Total stationary ticks: 533626 Seat-event requests: 3073 Failed seat-event starts: 3035 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 40 Critical blocker identity: P40->35F(RIGHT) Direct fan-out: 1 Total indirect descendants: 11 Critical tree size including blocker: 12 Critical tree depth: 12 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 22 Unresolved outside passengers: 293 Unresolved internal passengers outside critical tree: 10 Critical blocker tree: P40(35F/RIGHT/WAITING_FOR_SEAT_EVENT) P33(36E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P336(34F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P14(35D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P230(33H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P159(34H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P343(34D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P76(32E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P158(33G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P24(35H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P307(36F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P195(34J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 3034 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 36 Critical blocker unavailable yield tiles: 36 Critical blocker yield-tile occupants: 199 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 3 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 3034 Rear-boundary failures: 1 Middle-bank reservation failures: 2 Active-event deferrals: 81 Simultaneous arbitration losses: 6 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[199]: P199(36I/RIGHT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P199->36I(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P199{seat=36I,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=123,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 36 Current unavailable yield tiles: 36 Current yield-tile occupants: 199 Final row-event chain: 40|199 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3080\nPrecedence substitutions made: 0\nDependency chains followed: 1538\nBlocked by waiting-row occupant: 1538\nSubstituted events started: 0\nOccupied-space rejections: 3036\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 26 | standardDataset=353/353 (100.00%) | localCompletionGateDataset=38/353 (10.76%) | seatedDelta=-315 | completionDelta=-89.24% | outsideDelta=+293 | clustersDetected=2 | clusterSelections=1 | clusterStarts=0 | convertedToSuccess=false | localCompletionGateWorse=true | standardFamily=COMPLETE_CABIN | localCompletionGateFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 26 HIERARCHICAL LOCAL COMPLETION GATES ============================================================ Date/Time: 2026-07-16 23:50:28 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 27 Scenario seed: -5450447113087893164 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 98.58% OUTCOME ------- Status: SUCCESS Completed ticks: 1282 Passengers seated: 353/353 Average waiting ticks: 599.70 Longest waiting passenger: P326->9H(RIGHT) Longest waiting ticks: 1238 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2967 Maximum occupied tiles: 12 Seat events: 174 Single-blocker events: 46 Multiple-blocker events: 23 Temporary aisle reoccupations: 96 RIGHT AISLE ----------- Total moves: 3223 Maximum occupied tiles: 12 Seat events: 179 Single-blocker events: 52 Multiple-blocker events: 30 Temporary aisle reoccupations: 113 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 150 Reservations granted: 150 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7466 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8940 Total stationary ticks: 217898 Seat-event requests: 366 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 762 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 762 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 366\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 26 HIERARCHICAL LOCAL COMPLETION GATES ============================================================ Date/Time: 2026-07-16 23:50:28 Experiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 27 Scenario seed: -5450447113087893164 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 98.58% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 1996 Passengers seated: 85/353 Average waiting ticks: 1386.14 Longest waiting passenger: P1->7A(LEFT) Longest waiting ticks: 1996 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 55 Cluster candidates evaluated: 110 Executable cluster candidates: 0 Rejected cluster candidates: 110 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 36 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1796 Regions dissolved: 0 Repeated reconstructions avoided: 1796 Largest region lifetime: 1797 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1797:occupied=36 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1730 State changes reopening evaluation: 54 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1763 Maximum occupied tiles: 19 Seat events: 61 Single-blocker events: 14 Multiple-blocker events: 6 Temporary aisle reoccupations: 26 RIGHT AISLE ----------- Total moves: 1390 Maximum occupied tiles: 36 Seat events: 24 Single-blocker events: 6 Multiple-blocker events: 3 Temporary aisle reoccupations: 12 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1828 Reservations granted: 1816 Reservations denied/waited: 12 Simultaneous opposite-aisle conflicts: 2 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 232 Remaining moving in aisle: 33 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 57337 Longest unresolved passenger ID: 1 Longest unresolved row: 7 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 34 Longest dependency chain: P135(26I/RIGHT) -> P11(25H/RIGHT) -> P16(30I/RIGHT) -> P247(29I/RIGHT) -> P59(27E/RIGHT) -> P195(24H/RIGHT) -> P70(30H/RIGHT) -> P207(30E/RIGHT) -> P6(24I/RIGHT) -> P42(27F/RIGHT) -> P176(25D/RIGHT) -> P318(26D/RIGHT) -> P271(24J/RIGHT) -> P261(25F/RIGHT) -> P297(29F/RIGHT) -> P193(25J/RIGHT) -> P208(27H/RIGHT) -> P10(30G/RIGHT) -> P43(28G/RIGHT) -> P147(29J/RIGHT) -> P269(29H/RIGHT) -> P150(26F/RIGHT) -> P23(29E/RIGHT) -> P48(27J/RIGHT) -> P121(28J/RIGHT) -> P234(30J/RIGHT) -> P22(32G/RIGHT) -> P96(32H/RIGHT) -> P31(36E/RIGHT) -> P44(32J/RIGHT) -> P228(34J/RIGHT) -> P279(35I/RIGHT) -> P335(36J/RIGHT) -> P196(34E/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 135 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 33 Total blocked ticks: 67426 Total stationary ticks: 550799 Seat-event requests: 1874 Failed seat-event starts: 1789 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 196 Critical blocker identity: P196->34E(RIGHT) Direct fan-out: 1 Total indirect descendants: 33 Critical tree size including blocker: 34 Critical tree depth: 34 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 36 Unresolved outside passengers: 232 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P196(34E/RIGHT/WAITING_FOR_SEAT_EVENT) P335(36J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P279(35I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P228(34J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P44(32J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P31(36E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P96(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P22(32G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P234(30J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P121(28J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P48(27J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P23(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P150(26F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P269(29H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P147(29J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P43(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P10(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P208(27H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P193(25J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P297(29F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P261(25F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P271(24J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P318(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P176(25D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P42(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P6(24I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P207(30E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P70(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P195(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P59(27E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P247(29I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P16(30I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P11(25H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P135(26I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1789 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 35|36 Critical blocker unavailable yield tiles: 35|36 Critical blocker yield-tile occupants: 231|276 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1789 Rear-boundary failures: 0 Middle-bank reservation failures: 12 Active-event deferrals: 114 Simultaneous arbitration losses: 2 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 2 Trace length: 1 Yield-occupant trace: yieldOccupant[231]: P231(35J/RIGHT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[276]: P276(36I/RIGHT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P276->36I(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: false Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P231{seat=35J,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=35,directBlocker=-1,lastMoveTick=191,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} || P276{seat=36I,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=190,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 35|36 Current unavailable yield tiles: 35|36 Current yield-tile occupants: 231|276 Final row-event chain: 196|231 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1888\nPrecedence substitutions made: 0\nDependency chains followed: 1791\nBlocked by waiting-row occupant: 3577\nSubstituted events started: 0\nOccupied-space rejections: 7209\nMaximum scheduling-chain depth: 3\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 27 | standardDataset=353/353 (100.00%) | localCompletionGateDataset=85/353 (24.08%) | seatedDelta=-268 | completionDelta=-75.92% | outsideDelta=+232 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | localCompletionGateWorse=true | standardFamily=COMPLETE_CABIN | localCompletionGateFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 26 HIERARCHICAL LOCAL COMPLETION GATES ============================================================ Date/Time: 2026-07-16 23:50:28 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 28 Scenario seed: 246091010528561545 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.05% Blocker-prone seat share (topology component): 60.34% Aisle-assignment balance: 96.88% OUTCOME ------- Status: SUCCESS Completed ticks: 1319 Passengers seated: 353/353 Average waiting ticks: 602.32 Longest waiting passenger: P36->10I(RIGHT) Longest waiting ticks: 1278 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 39 Regions dissolved: 2 Repeated reconstructions avoided: 39 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2983 Maximum occupied tiles: 13 Seat events: 171 Single-blocker events: 42 Multiple-blocker events: 20 Temporary aisle reoccupations: 84 RIGHT AISLE ----------- Total moves: 3263 Maximum occupied tiles: 15 Seat events: 182 Single-blocker events: 47 Multiple-blocker events: 27 Temporary aisle reoccupations: 108 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 158 Reservations granted: 158 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7403 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8981 Total stationary ticks: 218852 Seat-event requests: 373 Failed seat-event starts: 20 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 798 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 20 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 798 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 373\nPrecedence substitutions made: 3\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 3\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 26 HIERARCHICAL LOCAL COMPLETION GATES ============================================================ Date/Time: 2026-07-16 23:50:28 Experiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 28 Scenario seed: 246091010528561545 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET Row-zone concentration (diagnostic control): 28.05% Blocker-prone seat share (topology component): 60.34% Aisle-assignment balance: 96.88% OUTCOME ------- Status: SUCCESS Completed ticks: 1306 Passengers seated: 353/353 Average waiting ticks: 628.58 Longest waiting passenger: P311->1C(LEFT) Longest waiting ticks: 1304 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2983 Maximum occupied tiles: 18 Seat events: 171 Single-blocker events: 42 Multiple-blocker events: 20 Temporary aisle reoccupations: 84 RIGHT AISLE ----------- Total moves: 3263 Maximum occupied tiles: 18 Seat events: 182 Single-blocker events: 46 Multiple-blocker events: 28 Temporary aisle reoccupations: 108 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 151 Reservations granted: 150 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 12212 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 13091 Total stationary ticks: 232596 Seat-event requests: 367 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 490 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 3 Middle-bank reservation failures: 1 Active-event deferrals: 490 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 368\nPrecedence substitutions made: 9\nDependency chains followed: 9\nBlocked by waiting-row occupant: 9\nSubstituted events started: 11\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 28 | standardDataset=353/353 (100.00%) | localCompletionGateDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | localCompletionGateWorse=false | standardFamily=COMPLETE_CABIN | localCompletionGateFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 26 HIERARCHICAL LOCAL COMPLETION GATES ============================================================ Date/Time: 2026-07-16 23:50:28 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 29 Scenario seed: 4203914317130684635 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.05% Blocker-prone seat share (topology component): 67.57% Aisle-assignment balance: 99.61% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2413 Passengers seated: 257/259 Average waiting ticks: 430.23 Longest waiting passenger: P157->31I(RIGHT) Longest waiting ticks: 2353 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1895 Maximum occupied tiles: 12 Seat events: 130 Single-blocker events: 30 Multiple-blocker events: 13 Temporary aisle reoccupations: 56 RIGHT AISLE ----------- Total moves: 2013 Maximum occupied tiles: 12 Seat events: 127 Single-blocker events: 38 Multiple-blocker events: 9 Temporary aisle reoccupations: 56 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 89 Reservations granted: 89 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4711 Longest unresolved passenger ID: 177 Longest unresolved row: 32 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P177(32G/RIGHT) -> P157(31I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 177 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 9006 Total stationary ticks: 116891 Seat-event requests: 1811 Failed seat-event starts: 1554 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 157 Critical blocker identity: P157->31I(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P157(31I/RIGHT/WAITING_FOR_SEAT_EVENT) P177(32G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1544 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 32|33 Critical blocker unavailable yield tiles: 33 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 10 Rear-boundary failures: 1544 Middle-bank reservation failures: 0 Active-event deferrals: 630 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 32|33 Current unavailable yield tiles: 33 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1811\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 26 HIERARCHICAL LOCAL COMPLETION GATES ============================================================ Date/Time: 2026-07-16 23:50:28 Experiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 29 Scenario seed: 4203914317130684635 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET Row-zone concentration (diagnostic control): 32.05% Blocker-prone seat share (topology component): 67.57% Aisle-assignment balance: 99.61% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2450 Passengers seated: 257/259 Average waiting ticks: 456.73 Longest waiting passenger: P157->31I(RIGHT) Longest waiting ticks: 2354 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2269 Regions dissolved: 0 Repeated reconstructions avoided: 2269 Largest region lifetime: 2270 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: TRACK:R1:age=2270:localMembers=2 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1895 Maximum occupied tiles: 15 Seat events: 130 Single-blocker events: 31 Multiple-blocker events: 13 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 2013 Maximum occupied tiles: 16 Seat events: 127 Single-blocker events: 39 Multiple-blocker events: 8 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 93 Reservations granted: 88 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7603 Longest unresolved passenger ID: 177 Longest unresolved row: 32 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P177(32G/RIGHT) -> P157(31I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 177 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 12679 Total stationary ticks: 127122 Seat-event requests: 1996 Failed seat-event starts: 1739 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 157 Critical blocker identity: P157->31I(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P157(31I/RIGHT/WAITING_FOR_SEAT_EVENT) P177(32G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1738 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 32|33 Critical blocker unavailable yield tiles: 33 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1 Rear-boundary failures: 1738 Middle-bank reservation failures: 5 Active-event deferrals: 712 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 32|33 Current unavailable yield tiles: 33 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2001\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 2\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 29 | standardDataset=257/259 (99.23%) | localCompletionGateDataset=257/259 (99.23%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | localCompletionGateWorse=false | standardFamily=REAR_BOUNDARY_LOCK | localCompletionGateFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 26 HIERARCHICAL LOCAL COMPLETION GATES ============================================================ Date/Time: 2026-07-16 23:50:28 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 30 Scenario seed: -7557663346310737177 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.07% Blocker-prone seat share (topology component): 59.06% Aisle-assignment balance: 98.25% OUTCOME ------- Status: SUCCESS Completed ticks: 1236 Passengers seated: 342/342 Average waiting ticks: 564.65 Longest waiting passenger: P20->31I(RIGHT) Longest waiting ticks: 1184 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 5 Clusters detected: 5 Activations without intervention: 6 Cluster candidates evaluated: 4 Executable cluster candidates: 4 Rejected cluster candidates: 0 Cluster selections: 4 Cluster-selected events started: 5 Largest detected cluster: 7 Selected release potential total: 16 Last cluster decision: RIGHT:tiles20-22:occupied=3:anchor=P236:selected=P293:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 5 Region updates: 88 Regions dissolved: 5 Repeated reconstructions avoided: 88 Largest region lifetime: 35 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R5:lifetime=9 Confirmation deferral ticks: 8 Regions reaching confirmation: 3 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 4 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2986 Maximum occupied tiles: 14 Seat events: 168 Single-blocker events: 37 Multiple-blocker events: 26 Temporary aisle reoccupations: 94 RIGHT AISLE ----------- Total moves: 2895 Maximum occupied tiles: 16 Seat events: 174 Single-blocker events: 43 Multiple-blocker events: 31 Temporary aisle reoccupations: 110 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 159 Reservations granted: 159 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7405 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9317 Total stationary ticks: 199595 Seat-event requests: 382 Failed seat-event starts: 40 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 861 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 40 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 861 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 378\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 14\nOccupied-space rejections: 50\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 26 HIERARCHICAL LOCAL COMPLETION GATES ============================================================ Date/Time: 2026-07-16 23:50:28 Experiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 30 Scenario seed: -7557663346310737177 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET Row-zone concentration (diagnostic control): 28.07% Blocker-prone seat share (topology component): 59.06% Aisle-assignment balance: 98.25% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2615 Passengers seated: 278/342 Average waiting ticks: 830.87 Longest waiting passenger: P3->3G(LEFT) Longest waiting ticks: 2615 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 8 Cluster candidates evaluated: 15 Executable cluster candidates: 1 Rejected cluster candidates: 14 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 11 Selected release potential total: 2 Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1653 Regions dissolved: 1 Repeated reconstructions avoided: 1653 Largest region lifetime: 1630 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1630:occupied=11 Confirmation deferral ticks: 2 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1614 State changes reopening evaluation: 7 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2898 Maximum occupied tiles: 19 Seat events: 128 Single-blocker events: 27 Multiple-blocker events: 16 Temporary aisle reoccupations: 62 RIGHT AISLE ----------- Total moves: 2846 Maximum occupied tiles: 19 Seat events: 150 Single-blocker events: 37 Multiple-blocker events: 25 Temporary aisle reoccupations: 91 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 203 Reservations granted: 194 Reservations denied/waited: 9 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 50 Remaining moving in aisle: 10 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 16809 Longest unresolved passenger ID: 3 Longest unresolved row: 3 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 8 Longest dependency chain: P257(6A/LEFT) -> P188(9G/LEFT) -> P254(9E/LEFT) -> P330(6C/LEFT) -> P154(6E/LEFT) -> P91(9B/LEFT) -> P14(9A/LEFT) -> P316(8A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 257 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 10 Total blocked ticks: 35749 Total stationary ticks: 311148 Seat-event requests: 1995 Failed seat-event starts: 1717 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 316 Critical blocker identity: P316->8A(LEFT) Direct fan-out: 1 Total indirect descendants: 7 Critical tree size including blocker: 8 Critical tree depth: 8 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 14 Unresolved outside passengers: 50 Unresolved internal passengers outside critical tree: 6 Critical blocker tree: P316(8A/LEFT/WAITING_FOR_SEAT_EVENT) P14(9A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P91(9B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P154(6E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P330(6C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P254(9E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P188(9G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P257(6A/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1717 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 9|10 Critical blocker unavailable yield tiles: 9|10 Critical blocker yield-tile occupants: 76|135 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 2 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1717 Rear-boundary failures: 0 Middle-bank reservation failures: 9 Active-event deferrals: 539 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 2 Trace length: 2 Yield-occupant trace: yieldOccupant[76]: P76(10C/LEFT/MOVING_IN_AISLE@tile9) -> P135(10A/LEFT/WAITING_AT_ROW@tile10) -> [OPEN_CHAIN_TO_ROW_EVENT] || yieldOccupant[135]: P135(10A/LEFT/WAITING_AT_ROW@tile10) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P135->10A(LEFT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P76{seat=10C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=9,directBlocker=135,lastMoveTick=993,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P135{seat=10A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=10,directBlocker=-1,lastMoveTick=964,reason=WAITING_FOR_SEAT_EVENT,prerequisite=YIELD_TILE_OCCUPIED} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 9|10 Current unavailable yield tiles: 9|10 Current yield-tile occupants: 76|135 Final row-event chain: 316|76|135 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2003\nPrecedence substitutions made: 8\nDependency chains followed: 20\nBlocked by waiting-row occupant: 20\nSubstituted events started: 10\nOccupied-space rejections: 5017\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 30 | standardDataset=342/342 (100.00%) | localCompletionGateDataset=278/342 (81.29%) | seatedDelta=-64 | completionDelta=-18.71% | outsideDelta=+50 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | localCompletionGateWorse=true | standardFamily=COMPLETE_CABIN | localCompletionGateFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ************************************************************ BATCH EXPERIMENT SUMMARY RESEARCH EXPERIMENT 26 HIERARCHICAL LOCAL COMPLETION GATES ************************************************************ Experiment seed: 2083790101901 Scenarios executed: 60 Successful completions: 35 Incomplete/MAX_TICKS: 25 Average completed ticks: 1488.55 Average waiting ticks: 601.74 ************************************************************ ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 27 CONFIRMATORY COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-16 23:59:57 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 1 Scenario seed: -4248938912819631269 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 98.72% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2327 Passengers seated: 221/235 Average waiting ticks: 455.32 Longest waiting passenger: P6->10H(RIGHT) Longest waiting ticks: 2327 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 3 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles25-27:occupied=3:anchor=P29:selected=P181:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 15 Regions dissolved: 1 Repeated reconstructions avoided: 15 Largest region lifetime: 16 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=16 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1708 Maximum occupied tiles: 13 Seat events: 116 Single-blocker events: 28 Multiple-blocker events: 19 Temporary aisle reoccupations: 71 RIGHT AISLE ----------- Total moves: 1555 Maximum occupied tiles: 12 Seat events: 105 Single-blocker events: 26 Multiple-blocker events: 9 Temporary aisle reoccupations: 48 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1717 Reservations granted: 1709 Reservations denied/waited: 8 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 8 Remaining moving in aisle: 3 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 5451 Longest unresolved passenger ID: 6 Longest unresolved row: 10 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P82(30E/RIGHT) -> P15(6G/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 82 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 15044 Total stationary ticks: 115476 Seat-event requests: 1820 Failed seat-event starts: 1599 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 15 Critical blocker identity: P15->6G(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 6 Unresolved outside passengers: 8 Unresolved internal passengers outside critical tree: 4 Critical blocker tree: P15(6G/RIGHT/WAITING_FOR_SEAT_EVENT) P82(30E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1599 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1599 Rear-boundary failures: 0 Middle-bank reservation failures: 8 Active-event deferrals: 519 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_SPACE_AVAILABLE Final snapshot prerequisite: YIELD_SPACE_AVAILABLE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: YIELD_SPACE_AVAILABLE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1828\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 4\nOccupied-space rejections: 1601\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 27 CONFIRMATORY COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-16 23:59:57 Experiment mode: CONFIRMATORY_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 1 Scenario seed: -4248938912819631269 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: CONFIRMATORY_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 98.72% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2325 Passengers seated: 232/235 Average waiting ticks: 381.12 Longest waiting passenger: P185->30A(LEFT) Longest waiting ticks: 2225 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 2073 Regions dissolved: 1 Repeated reconstructions avoided: 2073 Largest region lifetime: 2054 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2054:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1661 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1706 Maximum occupied tiles: 17 Seat events: 113 Single-blocker events: 28 Multiple-blocker events: 16 Temporary aisle reoccupations: 64 RIGHT AISLE ----------- Total moves: 1734 Maximum occupied tiles: 16 Seat events: 119 Single-blocker events: 30 Multiple-blocker events: 14 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 132 Reservations granted: 123 Reservations denied/waited: 9 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 2 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7212 Longest unresolved passenger ID: 24 Longest unresolved row: 30 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P25(29F/LEFT) -> P24(30F/LEFT) -> P185(30A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 25 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 2 Total blocked ticks: 14488 Total stationary ticks: 100105 Seat-event requests: 1910 Failed seat-event starts: 1678 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 185 Critical blocker identity: P185->30A(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P185(30A/LEFT/WAITING_FOR_SEAT_EVENT) P24(30F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P25(29F/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1669 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 1 Critical blocker required yield tiles: 31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 1669 Middle-bank reservation failures: 9 Active-event deferrals: 900 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 1 Current required yield tiles: 31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONFIRMATORY_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1919\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 8\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 01 | standardDataset=221/235 (94.04%) | confirmatoryCohortDataset=232/235 (98.72%) | seatedDelta=+11 | completionDelta=+4.68% | outsideDelta=-8 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | confirmatoryCohortWorse=false | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | confirmatoryCohortFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 27 CONFIRMATORY COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-16 23:59:57 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 2 Scenario seed: 2182383722134259186 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 75.46% Aisle-assignment balance: 97.22% OUTCOME ------- Status: SUCCESS Completed ticks: 784 Passengers seated: 216/216 Average waiting ticks: 350.50 Longest waiting passenger: P151->14E(LEFT) Longest waiting ticks: 733 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 39 Regions dissolved: 2 Repeated reconstructions avoided: 39 Largest region lifetime: 33 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=33 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1653 Maximum occupied tiles: 15 Seat events: 111 Single-blocker events: 23 Multiple-blocker events: 10 Temporary aisle reoccupations: 48 RIGHT AISLE ----------- Total moves: 1511 Maximum occupied tiles: 11 Seat events: 105 Single-blocker events: 27 Multiple-blocker events: 4 Temporary aisle reoccupations: 36 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 117 Reservations granted: 114 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3806 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4946 Total stationary ticks: 78953 Seat-event requests: 222 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 568 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 568 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 225\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 27 CONFIRMATORY COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-16 23:59:57 Experiment mode: CONFIRMATORY_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 2 Scenario seed: 2182383722134259186 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: CONFIRMATORY_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 75.46% Aisle-assignment balance: 97.22% OUTCOME ------- Status: SUCCESS Completed ticks: 773 Passengers seated: 216/216 Average waiting ticks: 344.78 Longest waiting passenger: P169->7B(LEFT) Longest waiting ticks: 745 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1653 Maximum occupied tiles: 16 Seat events: 111 Single-blocker events: 23 Multiple-blocker events: 10 Temporary aisle reoccupations: 48 RIGHT AISLE ----------- Total moves: 1511 Maximum occupied tiles: 16 Seat events: 105 Single-blocker events: 27 Multiple-blocker events: 4 Temporary aisle reoccupations: 36 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 110 Reservations granted: 108 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6591 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7473 Total stationary ticks: 80331 Seat-event requests: 216 Failed seat-event starts: 0 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 502 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 0 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 502 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONFIRMATORY_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 218\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 3\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 02 | standardDataset=216/216 (100.00%) | confirmatoryCohortDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | confirmatoryCohortWorse=false | standardFamily=COMPLETE_CABIN | confirmatoryCohortFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 27 CONFIRMATORY COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-16 23:59:58 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 3 Scenario seed: -1064509833421198483 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.78% Blocker-prone seat share (topology component): 60.46% Aisle-assignment balance: 90.85% OUTCOME ------- Status: SUCCESS Completed ticks: 1221 Passengers seated: 306/306 Average waiting ticks: 527.75 Longest waiting passenger: P261->32E(LEFT) Longest waiting ticks: 1159 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: LEFT:tiles19-21:occupied=3:anchor=P59:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 9 Regions dissolved: 1 Repeated reconstructions avoided: 9 Largest region lifetime: 10 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=10 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2940 Maximum occupied tiles: 13 Seat events: 167 Single-blocker events: 44 Multiple-blocker events: 18 Temporary aisle reoccupations: 83 RIGHT AISLE ----------- Total moves: 2427 Maximum occupied tiles: 14 Seat events: 139 Single-blocker events: 36 Multiple-blocker events: 10 Temporary aisle reoccupations: 56 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 125 Reservations granted: 123 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6313 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8018 Total stationary ticks: 166969 Seat-event requests: 316 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 875 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 875 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 318\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 27 CONFIRMATORY COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-16 23:59:58 Experiment mode: CONFIRMATORY_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 3 Scenario seed: -1064509833421198483 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: CONFIRMATORY_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 27.78% Blocker-prone seat share (topology component): 60.46% Aisle-assignment balance: 90.85% OUTCOME ------- Status: SUCCESS Completed ticks: 1180 Passengers seated: 306/306 Average waiting ticks: 542.25 Longest waiting passenger: P205->3F(LEFT) Longest waiting ticks: 1165 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2940 Maximum occupied tiles: 18 Seat events: 167 Single-blocker events: 45 Multiple-blocker events: 19 Temporary aisle reoccupations: 86 RIGHT AISLE ----------- Total moves: 2427 Maximum occupied tiles: 17 Seat events: 139 Single-blocker events: 35 Multiple-blocker events: 9 Temporary aisle reoccupations: 53 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 126 Reservations granted: 121 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 10137 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 11073 Total stationary ticks: 174871 Seat-event requests: 312 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 540 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 540 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONFIRMATORY_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 318\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 03 | standardDataset=306/306 (100.00%) | confirmatoryCohortDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | confirmatoryCohortWorse=false | standardFamily=COMPLETE_CABIN | confirmatoryCohortFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 27 CONFIRMATORY COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-16 23:59:58 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 4 Scenario seed: 7274058025060234938 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.77% Blocker-prone seat share (topology component): 75.88% Aisle-assignment balance: 93.86% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2365 Passengers seated: 226/228 Average waiting ticks: 398.28 Longest waiting passenger: P227->28F(LEFT) Longest waiting ticks: 2283 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 17 Regions dissolved: 1 Repeated reconstructions avoided: 17 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=18 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1789 Maximum occupied tiles: 14 Seat events: 119 Single-blocker events: 33 Multiple-blocker events: 12 Temporary aisle reoccupations: 59 RIGHT AISLE ----------- Total moves: 1509 Maximum occupied tiles: 10 Seat events: 107 Single-blocker events: 23 Multiple-blocker events: 10 Temporary aisle reoccupations: 44 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1622 Reservations granted: 1622 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4118 Longest unresolved passenger ID: 146 Longest unresolved row: 30 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 1 Longest dependency chain: P146(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 146 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8146 Total stationary ticks: 94195 Seat-event requests: 1739 Failed seat-event starts: 1513 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 146 Critical blocker identity: P146->30F(LEFT) Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 1 Critical tree depth: 1 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P146(30F/LEFT/WAITING_FOR_SEAT_EVENT) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1513 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1513 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 538 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 31|32|33 Current unavailable yield tiles: 31|32|33 Current yield-tile occupants: -1|-1|-1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1739\nPrecedence substitutions made: 2\nDependency chains followed: 1509\nBlocked by waiting-row occupant: 1509\nSubstituted events started: 2\nOccupied-space rejections: 1514\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 27 CONFIRMATORY COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-16 23:59:58 Experiment mode: CONFIRMATORY_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 4 Scenario seed: 7274058025060234938 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: CONFIRMATORY_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 33.77% Blocker-prone seat share (topology component): 75.88% Aisle-assignment balance: 93.86% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2349 Passengers seated: 226/228 Average waiting ticks: 400.45 Longest waiting passenger: P227->28F(LEFT) Longest waiting ticks: 2266 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1789 Maximum occupied tiles: 15 Seat events: 119 Single-blocker events: 38 Multiple-blocker events: 11 Temporary aisle reoccupations: 63 RIGHT AISLE ----------- Total moves: 1509 Maximum occupied tiles: 15 Seat events: 107 Single-blocker events: 23 Multiple-blocker events: 8 Temporary aisle reoccupations: 40 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1763 Reservations granted: 1763 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6192 Longest unresolved passenger ID: 146 Longest unresolved row: 30 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 1 Longest dependency chain: P146(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 146 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 11196 Total stationary ticks: 96661 Seat-event requests: 1880 Failed seat-event starts: 1654 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 146 Critical blocker identity: P146->30F(LEFT) Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 1 Critical tree depth: 1 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P146(30F/LEFT/WAITING_FOR_SEAT_EVENT) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1654 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1654 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 1178 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 31|32|33 Current unavailable yield tiles: 31|32|33 Current yield-tile occupants: -1|-1|-1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONFIRMATORY_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1880\nPrecedence substitutions made: 3\nDependency chains followed: 1654\nBlocked by waiting-row occupant: 1654\nSubstituted events started: 5\nOccupied-space rejections: 1656\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 04 | standardDataset=226/228 (99.12%) | confirmatoryCohortDataset=226/228 (99.12%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | confirmatoryCohortWorse=false | standardFamily=REAR_BOUNDARY_LOCK | confirmatoryCohortFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 27 CONFIRMATORY COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-16 23:59:58 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 5 Scenario seed: -6917015326788615388 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 245 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.43% Blocker-prone seat share (topology component): 65.71% Aisle-assignment balance: 94.69% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2418 Passengers seated: 239/245 Average waiting ticks: 410.04 Longest waiting passenger: P89->32A(LEFT) Longest waiting ticks: 2351 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 3 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 6 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1803 Regions dissolved: 0 Repeated reconstructions avoided: 1803 Largest region lifetime: 1804 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1804:occupied=6 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1677 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1777 Maximum occupied tiles: 14 Seat events: 110 Single-blocker events: 30 Multiple-blocker events: 10 Temporary aisle reoccupations: 50 RIGHT AISLE ----------- Total moves: 2014 Maximum occupied tiles: 12 Seat events: 129 Single-blocker events: 29 Multiple-blocker events: 9 Temporary aisle reoccupations: 47 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 84 Reservations granted: 84 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 5 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 9039 Longest unresolved passenger ID: 50 Longest unresolved row: 32 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 6 Longest dependency chain: P153(29A/LEFT) -> P175(30B/LEFT) -> P210(30C/LEFT) -> P107(32E/LEFT) -> P50(32D/LEFT) -> P89(32A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 153 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 5 Total blocked ticks: 15892 Total stationary ticks: 112835 Seat-event requests: 1931 Failed seat-event starts: 1692 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 89 Critical blocker identity: P89->32A(LEFT) Direct fan-out: 1 Total indirect descendants: 5 Critical tree size including blocker: 6 Critical tree depth: 6 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 6 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P89(32A/LEFT/WAITING_FOR_SEAT_EVENT) P50(32D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P107(32E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P210(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P175(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P153(29A/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1687 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 1 Critical blocker required yield tiles: 33 Critical blocker unavailable yield tiles: 33 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 1687 Middle-bank reservation failures: 0 Active-event deferrals: 579 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 1 Current required yield tiles: 33 Current unavailable yield tiles: 33 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1931\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 27 CONFIRMATORY COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-16 23:59:58 Experiment mode: CONFIRMATORY_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 5 Scenario seed: -6917015326788615388 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 245 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: CONFIRMATORY_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 31.43% Blocker-prone seat share (topology component): 65.71% Aisle-assignment balance: 94.69% OUTCOME ------- Status: SUCCESS Completed ticks: 902 Passengers seated: 245/245 Average waiting ticks: 406.14 Longest waiting passenger: P230->4F(RIGHT) Longest waiting ticks: 883 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: LEFT:tiles23-25:occupied=3:anchor=P6:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 9 Regions dissolved: 1 Repeated reconstructions avoided: 9 Largest region lifetime: 10 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=10 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1785 Maximum occupied tiles: 16 Seat events: 116 Single-blocker events: 34 Multiple-blocker events: 10 Temporary aisle reoccupations: 54 RIGHT AISLE ----------- Total moves: 2014 Maximum occupied tiles: 16 Seat events: 129 Single-blocker events: 30 Multiple-blocker events: 9 Temporary aisle reoccupations: 48 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 85 Reservations granted: 84 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7660 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8439 Total stationary ticks: 106229 Seat-event requests: 251 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 458 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 458 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONFIRMATORY_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 6\nSubstituted events started: 6\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 05 | standardDataset=239/245 (97.55%) | confirmatoryCohortDataset=245/245 (100.00%) | seatedDelta=+6 | completionDelta=+2.45% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=true | confirmatoryCohortWorse=false | standardFamily=REAR_BOUNDARY_LOCK | confirmatoryCohortFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 27 CONFIRMATORY COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-16 23:59:58 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 6 Scenario seed: -6052676718379281108 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.09% Blocker-prone seat share (topology component): 61.42% Aisle-assignment balance: 98.15% OUTCOME ------- Status: SUCCESS Completed ticks: 1176 Passengers seated: 324/324 Average waiting ticks: 531.73 Longest waiting passenger: P170->33I(RIGHT) Longest waiting ticks: 1101 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R2:age=2:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 32 Regions dissolved: 2 Repeated reconstructions avoided: 32 Largest region lifetime: 19 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=19 Confirmation deferral ticks: 3 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2704 Maximum occupied tiles: 15 Seat events: 159 Single-blocker events: 38 Multiple-blocker events: 16 Temporary aisle reoccupations: 75 RIGHT AISLE ----------- Total moves: 2998 Maximum occupied tiles: 16 Seat events: 165 Single-blocker events: 54 Multiple-blocker events: 18 Temporary aisle reoccupations: 93 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 145 Reservations granted: 142 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7449 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9042 Total stationary ticks: 178799 Seat-event requests: 340 Failed seat-event starts: 16 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 755 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 16 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 755 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 343\nPrecedence substitutions made: 9\nDependency chains followed: 11\nBlocked by waiting-row occupant: 11\nSubstituted events started: 10\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 27 CONFIRMATORY COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-16 23:59:58 Experiment mode: CONFIRMATORY_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 6 Scenario seed: -6052676718379281108 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: CONFIRMATORY_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 28.09% Blocker-prone seat share (topology component): 61.42% Aisle-assignment balance: 98.15% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2623 Passengers seated: 319/324 Average waiting ticks: 542.91 Longest waiting passenger: P95->35F(RIGHT) Longest waiting ticks: 2513 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 3 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 6 Last cluster decision: LEFT:region=R4:age=2:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 2300 Regions dissolved: 3 Repeated reconstructions avoided: 2300 Largest region lifetime: 2262 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: TRACK:R1:age=2262:localMembers=3 Confirmation deferral ticks: 7 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2704 Maximum occupied tiles: 20 Seat events: 159 Single-blocker events: 39 Multiple-blocker events: 16 Temporary aisle reoccupations: 75 RIGHT AISLE ----------- Total moves: 2993 Maximum occupied tiles: 19 Seat events: 160 Single-blocker events: 52 Multiple-blocker events: 16 Temporary aisle reoccupations: 86 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1851 Reservations granted: 1849 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 2 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 11799 Longest unresolved passenger ID: 122 Longest unresolved row: 36 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P122(36H/RIGHT) -> P95(35F/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 122 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 2 Total blocked ticks: 24507 Total stationary ticks: 191125 Seat-event requests: 2050 Failed seat-event starts: 1731 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 95 Critical blocker identity: P95->35F(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P95(35F/RIGHT/WAITING_FOR_SEAT_EVENT) P122(36H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 2055 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 1 Critical blocker required yield tiles: 36 Critical blocker unavailable yield tiles: 36 Critical blocker yield-tile occupants: 13 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1731 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 2055 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[13]: P13(36E/RIGHT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P13->36E(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: P13{seat=36E,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=281,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 36 Current unavailable yield tiles: 36 Current yield-tile occupants: 13 Final row-event chain: 95|13 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONFIRMATORY_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2050\nPrecedence substitutions made: 8\nDependency chains followed: 29\nBlocked by waiting-row occupant: 29\nSubstituted events started: 11\nOccupied-space rejections: 1746\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 06 | standardDataset=324/324 (100.00%) | confirmatoryCohortDataset=319/324 (98.46%) | seatedDelta=-5 | completionDelta=-1.54% | outsideDelta=+0 | clustersDetected=4 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | confirmatoryCohortWorse=true | standardFamily=COMPLETE_CABIN | confirmatoryCohortFamily=LINKED_ROW_EVENT_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 27 CONFIRMATORY COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-16 23:59:58 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 7 Scenario seed: -4884639050347842300 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.39% Blocker-prone seat share (topology component): 67.15% Aisle-assignment balance: 95.62% OUTCOME ------- Status: SUCCESS Completed ticks: 1030 Passengers seated: 274/274 Average waiting ticks: 463.15 Longest waiting passenger: P183->19E(RIGHT) Longest waiting ticks: 980 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles21-23:occupied=3:anchor=P164:selected=P134:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2017 Maximum occupied tiles: 14 Seat events: 131 Single-blocker events: 38 Multiple-blocker events: 12 Temporary aisle reoccupations: 62 RIGHT AISLE ----------- Total moves: 2235 Maximum occupied tiles: 10 Seat events: 143 Single-blocker events: 48 Multiple-blocker events: 14 Temporary aisle reoccupations: 76 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 98 Reservations granted: 98 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4791 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5929 Total stationary ticks: 130757 Seat-event requests: 286 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 595 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 595 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 285\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 27 CONFIRMATORY COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-16 23:59:58 Experiment mode: CONFIRMATORY_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 7 Scenario seed: -4884639050347842300 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: CONFIRMATORY_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 31.39% Blocker-prone seat share (topology component): 67.15% Aisle-assignment balance: 95.62% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2515 Passengers seated: 266/274 Average waiting ticks: 481.50 Longest waiting passenger: P87->24F(LEFT) Longest waiting ticks: 2461 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 12 Cluster candidates evaluated: 19 Executable cluster candidates: 0 Rejected cluster candidates: 19 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 9 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2241 Regions dissolved: 0 Repeated reconstructions avoided: 2241 Largest region lifetime: 2242 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2242:occupied=8 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1781 State changes reopening evaluation: 11 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2002 Maximum occupied tiles: 19 Seat events: 123 Single-blocker events: 34 Multiple-blocker events: 8 Temporary aisle reoccupations: 50 RIGHT AISLE ----------- Total moves: 2235 Maximum occupied tiles: 17 Seat events: 143 Single-blocker events: 50 Multiple-blocker events: 14 Temporary aisle reoccupations: 78 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1884 Reservations granted: 1882 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 5 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 11488 Longest unresolved passenger ID: 99 Longest unresolved row: 32 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P157(30B/LEFT) -> P99(32C/LEFT) -> P89(31A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 157 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 5 Total blocked ticks: 26958 Total stationary ticks: 150287 Seat-event requests: 2067 Failed seat-event starts: 1801 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 89 Critical blocker identity: P89->31A(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 8 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 5 Critical blocker tree: P89(31A/LEFT/WAITING_FOR_SEAT_EVENT) P99(32C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P157(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1793 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 2 Critical blocker required yield tiles: 32|33 Critical blocker unavailable yield tiles: 33 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1793 Rear-boundary failures: 8 Middle-bank reservation failures: 2 Active-event deferrals: 1552 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 32|33 Current unavailable yield tiles: 33 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONFIRMATORY_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 1806\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 07 | standardDataset=274/274 (100.00%) | confirmatoryCohortDataset=266/274 (97.08%) | seatedDelta=-8 | completionDelta=-2.92% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | confirmatoryCohortWorse=true | standardFamily=COMPLETE_CABIN | confirmatoryCohortFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 27 CONFIRMATORY COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-16 23:59:58 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 8 Scenario seed: 5987859498965562411 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.77% Blocker-prone seat share (topology component): 76.56% Aisle-assignment balance: 93.75% OUTCOME ------- Status: SUCCESS Completed ticks: 722 Passengers seated: 192/192 Average waiting ticks: 309.84 Longest waiting passenger: P6->4H(RIGHT) Longest waiting ticks: 667 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1286 Maximum occupied tiles: 12 Seat events: 90 Single-blocker events: 17 Multiple-blocker events: 6 Temporary aisle reoccupations: 30 RIGHT AISLE ----------- Total moves: 1496 Maximum occupied tiles: 11 Seat events: 102 Single-blocker events: 22 Multiple-blocker events: 7 Temporary aisle reoccupations: 37 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 99 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3347 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4372 Total stationary ticks: 62355 Seat-event requests: 198 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 512 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 512 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 198\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 27 CONFIRMATORY COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-16 23:59:58 Experiment mode: CONFIRMATORY_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 8 Scenario seed: 5987859498965562411 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: CONFIRMATORY_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 31.77% Blocker-prone seat share (topology component): 76.56% Aisle-assignment balance: 93.75% OUTCOME ------- Status: SUCCESS Completed ticks: 703 Passengers seated: 192/192 Average waiting ticks: 314.03 Longest waiting passenger: P6->4H(RIGHT) Longest waiting ticks: 682 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1286 Maximum occupied tiles: 13 Seat events: 90 Single-blocker events: 17 Multiple-blocker events: 5 Temporary aisle reoccupations: 28 RIGHT AISLE ----------- Total moves: 1496 Maximum occupied tiles: 17 Seat events: 102 Single-blocker events: 24 Multiple-blocker events: 7 Temporary aisle reoccupations: 39 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 98 Reservations granted: 97 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5568 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6322 Total stationary ticks: 65238 Seat-event requests: 196 Failed seat-event starts: 4 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 409 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 4 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 409 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONFIRMATORY_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 197\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 08 | standardDataset=192/192 (100.00%) | confirmatoryCohortDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | confirmatoryCohortWorse=false | standardFamily=COMPLETE_CABIN | confirmatoryCohortFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 27 CONFIRMATORY COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-16 23:59:58 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 9 Scenario seed: 7140648722707885309 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.26% Blocker-prone seat share (topology component): 73.15% Aisle-assignment balance: 95.37% OUTCOME ------- Status: SUCCESS Completed ticks: 808 Passengers seated: 216/216 Average waiting ticks: 349.20 Longest waiting passenger: P151->29F(LEFT) Longest waiting ticks: 737 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 51 Regions dissolved: 2 Repeated reconstructions avoided: 51 Largest region lifetime: 35 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1614 Maximum occupied tiles: 12 Seat events: 113 Single-blocker events: 26 Multiple-blocker events: 8 Temporary aisle reoccupations: 46 RIGHT AISLE ----------- Total moves: 1539 Maximum occupied tiles: 12 Seat events: 103 Single-blocker events: 22 Multiple-blocker events: 9 Temporary aisle reoccupations: 42 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 119 Reservations granted: 119 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4087 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5106 Total stationary ticks: 78919 Seat-event requests: 224 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 487 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 487 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 224\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 27 CONFIRMATORY COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-16 23:59:58 Experiment mode: CONFIRMATORY_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 9 Scenario seed: 7140648722707885309 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: CONFIRMATORY_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 34.26% Blocker-prone seat share (topology component): 73.15% Aisle-assignment balance: 95.37% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2267 Passengers seated: 212/216 Average waiting ticks: 359.45 Longest waiting passenger: P195->29D(LEFT) Longest waiting ticks: 2174 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 0 Rejected cluster candidates: 1 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 4 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 2034 Regions dissolved: 1 Repeated reconstructions avoided: 2034 Largest region lifetime: 2016 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2016:occupied=4 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1629 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1610 Maximum occupied tiles: 17 Seat events: 109 Single-blocker events: 23 Multiple-blocker events: 7 Temporary aisle reoccupations: 40 RIGHT AISLE ----------- Total moves: 1539 Maximum occupied tiles: 16 Seat events: 103 Single-blocker events: 23 Multiple-blocker events: 8 Temporary aisle reoccupations: 42 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1763 Reservations granted: 1763 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 2 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6353 Longest unresolved passenger ID: 181 Longest unresolved row: 30 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P151(29F/LEFT) -> P181(30B/LEFT) -> P195(29D/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 151 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 2 Total blocked ticks: 15435 Total stationary ticks: 87327 Seat-event requests: 1867 Failed seat-event starts: 1655 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 195 Critical blocker identity: P195->29D(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 4 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P195(29D/LEFT/WAITING_FOR_SEAT_EVENT) P181(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P151(29F/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1654 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 103 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 2 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1654 Rear-boundary failures: 1 Middle-bank reservation failures: 0 Active-event deferrals: 1177 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[103]: P103(30E/LEFT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P103->30E(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P103{seat=30E,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=174,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 30 Current unavailable yield tiles: 30 Current yield-tile occupants: 103 Final row-event chain: 195|103 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONFIRMATORY_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1867\nPrecedence substitutions made: 3\nDependency chains followed: 1651\nBlocked by waiting-row occupant: 1651\nSubstituted events started: 4\nOccupied-space rejections: 1655\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 09 | standardDataset=216/216 (100.00%) | confirmatoryCohortDataset=212/216 (98.15%) | seatedDelta=-4 | completionDelta=-1.85% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | confirmatoryCohortWorse=true | standardFamily=COMPLETE_CABIN | confirmatoryCohortFamily=LINKED_ROW_EVENT_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 27 CONFIRMATORY COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-16 23:59:58 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 10 Scenario seed: -4639142616902254495 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.81% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 97.92% OUTCOME ------- Status: SUCCESS Completed ticks: 697 Passengers seated: 192/192 Average waiting ticks: 306.85 Longest waiting passenger: P149->22C(LEFT) Longest waiting ticks: 639 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 3 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 6 Last cluster decision: LEFT:tiles17-20:occupied=3:anchor=P130:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 20 Regions dissolved: 2 Repeated reconstructions avoided: 20 Largest region lifetime: 11 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=11 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1445 Maximum occupied tiles: 11 Seat events: 98 Single-blocker events: 25 Multiple-blocker events: 13 Temporary aisle reoccupations: 52 RIGHT AISLE ----------- Total moves: 1338 Maximum occupied tiles: 11 Seat events: 94 Single-blocker events: 29 Multiple-blocker events: 8 Temporary aisle reoccupations: 49 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 108 Reservations granted: 106 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3566 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4804 Total stationary ticks: 62094 Seat-event requests: 208 Failed seat-event starts: 16 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 534 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 16 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 534 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 209\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 19\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 27 CONFIRMATORY COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-16 23:59:58 Experiment mode: CONFIRMATORY_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 10 Scenario seed: -4639142616902254495 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: CONFIRMATORY_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 32.81% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 97.92% OUTCOME ------- Status: SUCCESS Completed ticks: 680 Passengers seated: 192/192 Average waiting ticks: 307.28 Longest waiting passenger: P133->5B(LEFT) Longest waiting ticks: 664 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1445 Maximum occupied tiles: 17 Seat events: 98 Single-blocker events: 28 Multiple-blocker events: 13 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 1338 Maximum occupied tiles: 16 Seat events: 94 Single-blocker events: 27 Multiple-blocker events: 8 Temporary aisle reoccupations: 46 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 118 Reservations granted: 114 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5681 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6526 Total stationary ticks: 63972 Seat-event requests: 207 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 475 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 475 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONFIRMATORY_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 211\nPrecedence substitutions made: 5\nDependency chains followed: 18\nBlocked by waiting-row occupant: 18\nSubstituted events started: 5\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 10 | standardDataset=192/192 (100.00%) | confirmatoryCohortDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | confirmatoryCohortWorse=false | standardFamily=COMPLETE_CABIN | confirmatoryCohortFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 27 CONFIRMATORY COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-16 23:59:58 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 11 Scenario seed: 9123245050518735552 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 92.20% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2494 Passengers seated: 270/282 Average waiting ticks: 473.64 Longest waiting passenger: P24->24I(RIGHT) Longest waiting ticks: 2455 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 12 Cluster candidates evaluated: 8 Executable cluster candidates: 1 Rejected cluster candidates: 7 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 12 Selected release potential total: 7 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1699 Regions dissolved: 1 Repeated reconstructions avoided: 1699 Largest region lifetime: 1651 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1651:occupied=12 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1535 State changes reopening evaluation: 10 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2077 Maximum occupied tiles: 13 Seat events: 130 Single-blocker events: 42 Multiple-blocker events: 16 Temporary aisle reoccupations: 74 RIGHT AISLE ----------- Total moves: 2286 Maximum occupied tiles: 17 Seat events: 140 Single-blocker events: 40 Multiple-blocker events: 13 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 149 Reservations granted: 144 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 10 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 16374 Longest unresolved passenger ID: 102 Longest unresolved row: 32 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 7 Longest dependency chain: P124(27G/RIGHT) -> P77(32I/RIGHT) -> P133(29G/RIGHT) -> P79(31G/RIGHT) -> P11(31I/RIGHT) -> P102(32E/RIGHT) -> P36(31D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 124 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 10 Total blocked ticks: 25823 Total stationary ticks: 153991 Seat-event requests: 1843 Failed seat-event starts: 1573 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 36 Critical blocker identity: P36->31D(RIGHT) Direct fan-out: 1 Total indirect descendants: 6 Critical tree size including blocker: 7 Critical tree depth: 7 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 12 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 5 Critical blocker tree: P36(31D/RIGHT/WAITING_FOR_SEAT_EVENT) P102(32E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P11(31I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P79(31G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P133(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P77(32I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P124(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1520 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 2 Critical blocker required yield tiles: 32|33 Critical blocker unavailable yield tiles: 33 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1520 Rear-boundary failures: 53 Middle-bank reservation failures: 5 Active-event deferrals: 804 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 32|33 Current unavailable yield tiles: 33 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1847\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 1525\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 27 CONFIRMATORY COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-16 23:59:58 Experiment mode: CONFIRMATORY_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 11 Scenario seed: 9123245050518735552 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: CONFIRMATORY_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 92.20% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2133 Passengers seated: 131/282 Average waiting ticks: 1057.39 Longest waiting passenger: P0->8H(RIGHT) Longest waiting ticks: 2133 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 35 Cluster candidates evaluated: 50 Executable cluster candidates: 1 Rejected cluster candidates: 49 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 31 Selected release potential total: 2 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1884 Regions dissolved: 1 Repeated reconstructions avoided: 1884 Largest region lifetime: 1870 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1870:occupied=31 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1781 State changes reopening evaluation: 34 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1874 Maximum occupied tiles: 17 Seat events: 88 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1484 Maximum occupied tiles: 31 Seat events: 43 Single-blocker events: 10 Multiple-blocker events: 1 Temporary aisle reoccupations: 12 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 60 Reservations granted: 60 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 120 Remaining moving in aisle: 28 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 50972 Longest unresolved passenger ID: 0 Longest unresolved row: 8 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 16 Longest dependency chain: P130(13H/RIGHT) -> P219(14D/RIGHT) -> P78(12H/RIGHT) -> P237(13E/RIGHT) -> P274(17F/RIGHT) -> P48(17H/RIGHT) -> P35(14I/RIGHT) -> P98(18G/RIGHT) -> P244(16H/RIGHT) -> P64(12E/RIGHT) -> P159(15H/RIGHT) -> P41(20H/RIGHT) -> P31(16E/RIGHT) -> P247(22I/RIGHT) -> P143(19H/RIGHT) -> P51(16I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 130 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 28 Total blocked ticks: 63262 Total stationary ticks: 354911 Seat-event requests: 1966 Failed seat-event starts: 1835 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 51 Critical blocker identity: P51->16I(RIGHT) Direct fan-out: 1 Total indirect descendants: 15 Critical tree size including blocker: 16 Critical tree depth: 16 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 31 Unresolved outside passengers: 120 Unresolved internal passengers outside critical tree: 15 Critical blocker tree: P51(16I/RIGHT/WAITING_FOR_SEAT_EVENT) P143(19H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P247(22I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P31(16E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P41(20H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P159(15H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P64(12E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P244(16H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P98(18G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P35(14I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P48(17H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P274(17F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P237(13E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P78(12H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P219(14D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P130(13H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1816 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 17 Critical blocker unavailable yield tiles: 17 Critical blocker yield-tile occupants: 10 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1816 Rear-boundary failures: 19 Middle-bank reservation failures: 0 Active-event deferrals: 375 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 8 Yield-occupant trace: yieldOccupant[10]: P10(21G/RIGHT/MOVING_IN_AISLE@tile17) -> P140(19F/RIGHT/MOVING_IN_AISLE@tile18) -> P99(21D/RIGHT/MOVING_IN_AISLE@tile19) -> P39(26D/RIGHT/MOVING_IN_AISLE@tile20) -> P268(32F/RIGHT/MOVING_IN_AISLE@tile21) -> P220(25G/RIGHT/MOVING_IN_AISLE@tile22) -> P185(32D/RIGHT/MOVING_IN_AISLE@tile23) -> P24(24I/RIGHT/WAITING_AT_ROW@tile24) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P24->24I(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P10{seat=21G,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=17,directBlocker=140,lastMoveTick=318,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 17 Current unavailable yield tiles: 17 Current yield-tile occupants: 10 Final row-event chain: 51|10|140|99|39|268|220|185|24 Final row-event chain length: 9 Distinct row events in chain: 9 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONFIRMATORY_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1965\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 1839\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 11 | standardDataset=270/282 (95.74%) | confirmatoryCohortDataset=131/282 (46.45%) | seatedDelta=-139 | completionDelta=-49.29% | outsideDelta=+120 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | confirmatoryCohortWorse=true | standardFamily=REAR_BOUNDARY_LOCK | confirmatoryCohortFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 27 CONFIRMATORY COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-16 23:59:58 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 12 Scenario seed: -1434714116839518672 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 75.74% Aisle-assignment balance: 94.47% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2303 Passengers seated: 225/235 Average waiting ticks: 409.68 Longest waiting passenger: P152->16G(RIGHT) Longest waiting ticks: 2303 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 2 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 6 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1506 Regions dissolved: 0 Repeated reconstructions avoided: 1506 Largest region lifetime: 1507 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1507:occupied=6 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1498 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1538 Maximum occupied tiles: 13 Seat events: 111 Single-blocker events: 26 Multiple-blocker events: 11 Temporary aisle reoccupations: 50 RIGHT AISLE ----------- Total moves: 1747 Maximum occupied tiles: 12 Seat events: 114 Single-blocker events: 30 Multiple-blocker events: 7 Temporary aisle reoccupations: 47 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1620 Reservations granted: 1620 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 1 Remaining moving in aisle: 6 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 9530 Longest unresolved passenger ID: 152 Longest unresolved row: 16 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 6 Longest dependency chain: P133(17E/RIGHT) -> P153(17G/RIGHT) -> P205(24C/RIGHT) -> P9(19H/RIGHT) -> P76(26E/RIGHT) -> P67(6C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 133 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 6 Total blocked ticks: 18945 Total stationary ticks: 109018 Seat-event requests: 1734 Failed seat-event starts: 1509 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 67 Critical blocker identity: P67->6C(RIGHT) Direct fan-out: 1 Total indirect descendants: 5 Critical tree size including blocker: 6 Critical tree depth: 6 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 9 Unresolved outside passengers: 1 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P67(6C/RIGHT/WAITING_FOR_SEAT_EVENT) P76(26E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P9(19H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P205(24C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P153(17G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P133(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1509 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 7|8|9 Critical blocker unavailable yield tiles: 9 Critical blocker yield-tile occupants: 204 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1509 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 513 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[204]: P204(25F/RIGHT/MOVING_IN_AISLE@tile9) -> P122(10C/RIGHT/WAITING_AT_ROW@tile10) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P122->10C(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P204{seat=25F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=9,directBlocker=122,lastMoveTick=791,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 7|8|9 Current unavailable yield tiles: 9 Current yield-tile occupants: 204 Final row-event chain: 67|204|122 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 7\nOccupied-space rejections: 1513\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 27 CONFIRMATORY COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-16 23:59:58 Experiment mode: CONFIRMATORY_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 12 Scenario seed: -1434714116839518672 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: CONFIRMATORY_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 75.74% Aisle-assignment balance: 94.47% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 1983 Passengers seated: 83/235 Average waiting ticks: 1125.42 Longest waiting passenger: P0->11D(LEFT) Longest waiting ticks: 1983 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 33 Cluster candidates evaluated: 61 Executable cluster candidates: 0 Rejected cluster candidates: 61 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 30 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1860 Regions dissolved: 0 Repeated reconstructions avoided: 1860 Largest region lifetime: 1861 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1861:occupied=30 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1804 State changes reopening evaluation: 32 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1318 Maximum occupied tiles: 16 Seat events: 66 Single-blocker events: 15 Multiple-blocker events: 2 Temporary aisle reoccupations: 19 RIGHT AISLE ----------- Total moves: 848 Maximum occupied tiles: 30 Seat events: 17 Single-blocker events: 4 Multiple-blocker events: 0 Temporary aisle reoccupations: 4 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1877 Reservations granted: 1877 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 122 Remaining moving in aisle: 27 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 49234 Longest unresolved passenger ID: 0 Longest unresolved row: 11 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 26 Longest dependency chain: P132(20D/RIGHT) -> P189(19D/RIGHT) -> P128(17D/RIGHT) -> P40(15E/RIGHT) -> P192(19C/RIGHT) -> P221(16D/RIGHT) -> P195(14G/RIGHT) -> P205(24C/RIGHT) -> P76(26E/RIGHT) -> P204(25F/RIGHT) -> P144(23H/RIGHT) -> P80(25C/RIGHT) -> P101(24H/RIGHT) -> P200(22F/RIGHT) -> P181(28E/RIGHT) -> P46(22E/RIGHT) -> P39(24D/RIGHT) -> P64(27F/RIGHT) -> P19(24F/RIGHT) -> P142(29H/RIGHT) -> P201(23G/RIGHT) -> P194(26G/RIGHT) -> P17(26H/RIGHT) -> P22(29C/RIGHT) -> P150(28G/RIGHT) -> P138(26D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 132 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 27 Total blocked ticks: 58653 Total stationary ticks: 317029 Seat-event requests: 1927 Failed seat-event starts: 1844 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 138 Critical blocker identity: P138->26D(RIGHT) Direct fan-out: 1 Total indirect descendants: 25 Critical tree size including blocker: 26 Critical tree depth: 26 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 30 Unresolved outside passengers: 122 Unresolved internal passengers outside critical tree: 4 Critical blocker tree: P138(26D/RIGHT/WAITING_FOR_SEAT_EVENT) P150(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P22(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P17(26H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P194(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P201(23G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P142(29H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P19(24F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P64(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P39(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P46(22E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P181(28E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P200(22F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P101(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P80(25C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P144(23H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P204(25F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P76(26E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P205(24C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P195(14G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P221(16D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P192(19C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P40(15E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P128(17D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P189(19D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P132(20D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1837 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 27 Critical blocker unavailable yield tiles: 27 Critical blocker yield-tile occupants: 56 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 3 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1837 Rear-boundary failures: 7 Middle-bank reservation failures: 0 Active-event deferrals: 174 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[56]: P56(27H/RIGHT/WAITING_AT_ROW@tile27) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P56->27H(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P56{seat=27H,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=27,directBlocker=-1,lastMoveTick=126,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 27 Current unavailable yield tiles: 27 Current yield-tile occupants: 56 Final row-event chain: 138|56 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONFIRMATORY_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1927\nPrecedence substitutions made: 1\nDependency chains followed: 1834\nBlocked by waiting-row occupant: 1834\nSubstituted events started: 1\nOccupied-space rejections: 7368\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 12 | standardDataset=225/235 (95.74%) | confirmatoryCohortDataset=83/235 (35.32%) | seatedDelta=-142 | completionDelta=-60.43% | outsideDelta=+121 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | confirmatoryCohortWorse=true | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | confirmatoryCohortFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 27 CONFIRMATORY COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-16 23:59:58 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 13 Scenario seed: 7696226853648624445 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.78% Blocker-prone seat share (topology component): 59.65% Aisle-assignment balance: 94.74% OUTCOME ------- Status: SUCCESS Completed ticks: 1267 Passengers seated: 342/342 Average waiting ticks: 562.98 Longest waiting passenger: P1->23E(LEFT) Longest waiting ticks: 1201 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 48 Regions dissolved: 3 Repeated reconstructions avoided: 48 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=23 Confirmation deferral ticks: 3 Regions reaching confirmation: 0 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3204 Maximum occupied tiles: 14 Seat events: 180 Single-blocker events: 52 Multiple-blocker events: 25 Temporary aisle reoccupations: 106 RIGHT AISLE ----------- Total moves: 2845 Maximum occupied tiles: 13 Seat events: 162 Single-blocker events: 41 Multiple-blocker events: 29 Temporary aisle reoccupations: 105 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 156 Reservations granted: 154 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7845 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9443 Total stationary ticks: 199282 Seat-event requests: 358 Failed seat-event starts: 16 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 766 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 16 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 766 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 360\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 6\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 27 CONFIRMATORY COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-16 23:59:58 Experiment mode: CONFIRMATORY_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 13 Scenario seed: 7696226853648624445 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: CONFIRMATORY_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 27.78% Blocker-prone seat share (topology component): 59.65% Aisle-assignment balance: 94.74% OUTCOME ------- Status: SUCCESS Completed ticks: 1254 Passengers seated: 342/342 Average waiting ticks: 568.77 Longest waiting passenger: P183->9G(LEFT) Longest waiting ticks: 1218 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 6 Selected release potential total: 5 Last cluster decision: LEFT:tiles1-5:occupied=5:anchor=P309:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 51 Regions dissolved: 2 Repeated reconstructions avoided: 51 Largest region lifetime: 30 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=23 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3204 Maximum occupied tiles: 20 Seat events: 180 Single-blocker events: 53 Multiple-blocker events: 28 Temporary aisle reoccupations: 114 RIGHT AISLE ----------- Total moves: 2845 Maximum occupied tiles: 19 Seat events: 162 Single-blocker events: 39 Multiple-blocker events: 26 Temporary aisle reoccupations: 97 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 159 Reservations granted: 152 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 12555 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 14162 Total stationary ticks: 205943 Seat-event requests: 362 Failed seat-event starts: 20 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 787 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 19 Rear-boundary failures: 1 Middle-bank reservation failures: 7 Active-event deferrals: 787 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONFIRMATORY_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 368\nPrecedence substitutions made: 9\nDependency chains followed: 10\nBlocked by waiting-row occupant: 10\nSubstituted events started: 11\nOccupied-space rejections: 33\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 13 | standardDataset=342/342 (100.00%) | confirmatoryCohortDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=2 | convertedToSuccess=false | confirmatoryCohortWorse=false | standardFamily=COMPLETE_CABIN | confirmatoryCohortFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 27 CONFIRMATORY COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-16 23:59:58 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 14 Scenario seed: 287374858204591444 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.82% Blocker-prone seat share (topology component): 67.57% Aisle-assignment balance: 96.53% OUTCOME ------- Status: SUCCESS Completed ticks: 954 Passengers seated: 259/259 Average waiting ticks: 431.82 Longest waiting passenger: P123->9C(LEFT) Longest waiting ticks: 913 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2026 Maximum occupied tiles: 10 Seat events: 134 Single-blocker events: 29 Multiple-blocker events: 19 Temporary aisle reoccupations: 67 RIGHT AISLE ----------- Total moves: 2033 Maximum occupied tiles: 12 Seat events: 125 Single-blocker events: 34 Multiple-blocker events: 8 Temporary aisle reoccupations: 50 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 89 Reservations granted: 86 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4974 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5984 Total stationary ticks: 115920 Seat-event requests: 265 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 547 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 547 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 268\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 27 CONFIRMATORY COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-16 23:59:58 Experiment mode: CONFIRMATORY_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 14 Scenario seed: 287374858204591444 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: CONFIRMATORY_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 32.82% Blocker-prone seat share (topology component): 67.57% Aisle-assignment balance: 96.53% OUTCOME ------- Status: SUCCESS Completed ticks: 945 Passengers seated: 259/259 Average waiting ticks: 427.85 Longest waiting passenger: P123->9C(LEFT) Longest waiting ticks: 925 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: LEFT:tiles25-28:occupied=3:anchor=P43:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 22 Regions dissolved: 1 Repeated reconstructions avoided: 22 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=23 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2026 Maximum occupied tiles: 18 Seat events: 134 Single-blocker events: 31 Multiple-blocker events: 18 Temporary aisle reoccupations: 67 RIGHT AISLE ----------- Total moves: 2033 Maximum occupied tiles: 17 Seat events: 125 Single-blocker events: 34 Multiple-blocker events: 8 Temporary aisle reoccupations: 50 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 94 Reservations granted: 86 Reservations denied/waited: 8 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8468 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9479 Total stationary ticks: 118375 Seat-event requests: 272 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 534 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 8 Active-event deferrals: 534 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONFIRMATORY_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 279\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 14 | standardDataset=259/259 (100.00%) | confirmatoryCohortDataset=259/259 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=2 | convertedToSuccess=false | confirmatoryCohortWorse=false | standardFamily=COMPLETE_CABIN | confirmatoryCohortFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 27 CONFIRMATORY COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-16 23:59:58 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 15 Scenario seed: -3331492774947506373 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.09% Blocker-prone seat share (topology component): 59.57% Aisle-assignment balance: 97.53% OUTCOME ------- Status: SUCCESS Completed ticks: 1183 Passengers seated: 324/324 Average waiting ticks: 542.25 Longest waiting passenger: P132->4E(LEFT) Longest waiting ticks: 1114 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 4 Cluster candidates evaluated: 3 Executable cluster candidates: 1 Rejected cluster candidates: 2 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 6 Selected release potential total: 5 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 84 Regions dissolved: 3 Repeated reconstructions avoided: 84 Largest region lifetime: 40 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=28 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2764 Maximum occupied tiles: 14 Seat events: 166 Single-blocker events: 52 Multiple-blocker events: 23 Temporary aisle reoccupations: 100 RIGHT AISLE ----------- Total moves: 2817 Maximum occupied tiles: 15 Seat events: 158 Single-blocker events: 37 Multiple-blocker events: 29 Temporary aisle reoccupations: 102 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 151 Reservations granted: 148 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6380 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8094 Total stationary ticks: 180963 Seat-event requests: 350 Failed seat-event starts: 26 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 915 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 25 Rear-boundary failures: 1 Middle-bank reservation failures: 3 Active-event deferrals: 915 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 352\nPrecedence substitutions made: 3\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 4\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 27 CONFIRMATORY COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-16 23:59:58 Experiment mode: CONFIRMATORY_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 15 Scenario seed: -3331492774947506373 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: CONFIRMATORY_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 28.09% Blocker-prone seat share (topology component): 59.57% Aisle-assignment balance: 97.53% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2655 Passengers seated: 317/324 Average waiting ticks: 554.11 Longest waiting passenger: P30->34B(LEFT) Longest waiting ticks: 2561 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 6 Cluster candidates evaluated: 16 Executable cluster candidates: 4 Rejected cluster candidates: 12 Cluster selections: 3 Cluster-selected events started: 3 Largest detected cluster: 7 Selected release potential total: 11 Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 2421 Regions dissolved: 3 Repeated reconstructions avoided: 2421 Largest region lifetime: 2355 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=2355:occupied=7 Confirmation deferral ticks: 7 Regions reaching confirmation: 3 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1726 State changes reopening evaluation: 5 Region priority competitions: 2 Regions ranked: 4 Hierarchical selections: 2 Lower-priority evaluations deferred: 1 Highest selected priority score: 7729 Left/right priority wins: 2/0 Priority ties: 0 Last priority decision: LEFT:R2:score=7729 | RIGHT:R3:score=4410 | selected=LEFT LEFT AISLE ---------- Total moves: 2753 Maximum occupied tiles: 20 Seat events: 159 Single-blocker events: 47 Multiple-blocker events: 21 Temporary aisle reoccupations: 93 RIGHT AISLE ----------- Total moves: 2817 Maximum occupied tiles: 20 Seat events: 158 Single-blocker events: 36 Multiple-blocker events: 29 Temporary aisle reoccupations: 100 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 141 Reservations granted: 136 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 4 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 10980 Longest unresolved passenger ID: 165 Longest unresolved row: 35 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 5 Longest dependency chain: P317(33F/LEFT) -> P201(33A/LEFT) -> P17(36E/LEFT) -> P165(35A/LEFT) -> P30(34B/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 317 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 4 Total blocked ticks: 28925 Total stationary ticks: 198787 Seat-event requests: 2073 Failed seat-event starts: 1756 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 30 Critical blocker identity: P30->34B(LEFT) Direct fan-out: 1 Total indirect descendants: 4 Critical tree size including blocker: 5 Critical tree depth: 5 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 7 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P30(34B/LEFT/WAITING_FOR_SEAT_EVENT) P165(35A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P17(36E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P201(33A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P317(33F/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 2247 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 35 Critical blocker unavailable yield tiles: 35 Critical blocker yield-tile occupants: 232 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 3 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1755 Rear-boundary failures: 1 Middle-bank reservation failures: 5 Active-event deferrals: 2247 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[232]: P232(35B/LEFT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P232->35B(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P232{seat=35B,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=35,directBlocker=-1,lastMoveTick=288,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 35 Current unavailable yield tiles: 35 Current yield-tile occupants: 232 Final row-event chain: 30|232 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONFIRMATORY_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2075\nPrecedence substitutions made: 4\nDependency chains followed: 1740\nBlocked by waiting-row occupant: 3475\nSubstituted events started: 9\nOccupied-space rejections: 7105\nMaximum scheduling-chain depth: 3\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 15 | standardDataset=324/324 (100.00%) | confirmatoryCohortDataset=317/324 (97.84%) | seatedDelta=-7 | completionDelta=-2.16% | outsideDelta=+0 | clustersDetected=4 | clusterSelections=3 | clusterStarts=3 | convertedToSuccess=false | confirmatoryCohortWorse=true | standardFamily=COMPLETE_CABIN | confirmatoryCohortFamily=LINKED_ROW_EVENT_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 27 CONFIRMATORY COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-16 23:59:58 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 16 Scenario seed: 8970029813061739148 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.38% Blocker-prone seat share (topology component): 75.52% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 675 Passengers seated: 192/192 Average waiting ticks: 307.57 Longest waiting passenger: P181->4E(RIGHT) Longest waiting ticks: 641 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 4 Regions dissolved: 1 Repeated reconstructions avoided: 4 Largest region lifetime: 5 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=5 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1381 Maximum occupied tiles: 14 Seat events: 96 Single-blocker events: 19 Multiple-blocker events: 5 Temporary aisle reoccupations: 32 RIGHT AISLE ----------- Total moves: 1434 Maximum occupied tiles: 13 Seat events: 96 Single-blocker events: 24 Multiple-blocker events: 10 Temporary aisle reoccupations: 46 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 99 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3651 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4556 Total stationary ticks: 62139 Seat-event requests: 198 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 473 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 473 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 198\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 27 CONFIRMATORY COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-16 23:59:58 Experiment mode: CONFIRMATORY_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 16 Scenario seed: 8970029813061739148 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: CONFIRMATORY_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 34.38% Blocker-prone seat share (topology component): 75.52% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 669 Passengers seated: 192/192 Average waiting ticks: 304.77 Longest waiting passenger: P163->7A(LEFT) Longest waiting ticks: 650 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R4:age=2:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 66 Regions dissolved: 4 Repeated reconstructions avoided: 66 Largest region lifetime: 29 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=29 Confirmation deferral ticks: 5 Regions reaching confirmation: 0 Regions dissolved before confirmation: 4 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1381 Maximum occupied tiles: 17 Seat events: 96 Single-blocker events: 20 Multiple-blocker events: 5 Temporary aisle reoccupations: 33 RIGHT AISLE ----------- Total moves: 1434 Maximum occupied tiles: 17 Seat events: 96 Single-blocker events: 27 Multiple-blocker events: 8 Temporary aisle reoccupations: 45 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 112 Reservations granted: 104 Reservations denied/waited: 8 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6056 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6911 Total stationary ticks: 64006 Seat-event requests: 203 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 411 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 8 Active-event deferrals: 411 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONFIRMATORY_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 211\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 16 | standardDataset=192/192 (100.00%) | confirmatoryCohortDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=4 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | confirmatoryCohortWorse=false | standardFamily=COMPLETE_CABIN | confirmatoryCohortFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 27 CONFIRMATORY COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-16 23:59:58 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 17 Scenario seed: 3184604032099438634 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 74.56% Aisle-assignment balance: 93.86% OUTCOME ------- Status: SUCCESS Completed ticks: 860 Passengers seated: 228/228 Average waiting ticks: 371.64 Longest waiting passenger: P46->28G(RIGHT) Longest waiting ticks: 801 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 27 Regions dissolved: 1 Repeated reconstructions avoided: 27 Largest region lifetime: 28 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=28 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1552 Maximum occupied tiles: 13 Seat events: 107 Single-blocker events: 23 Multiple-blocker events: 9 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1720 Maximum occupied tiles: 12 Seat events: 121 Single-blocker events: 28 Multiple-blocker events: 9 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 122 Reservations granted: 122 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4107 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5365 Total stationary ticks: 88256 Seat-event requests: 236 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 625 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 625 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 236\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 27 CONFIRMATORY COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-16 23:59:58 Experiment mode: CONFIRMATORY_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 17 Scenario seed: 3184604032099438634 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: CONFIRMATORY_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 74.56% Aisle-assignment balance: 93.86% OUTCOME ------- Status: SUCCESS Completed ticks: 835 Passengers seated: 228/228 Average waiting ticks: 370.70 Longest waiting passenger: P171->4F(RIGHT) Longest waiting ticks: 816 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 5 Clusters detected: 5 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 6 Selected release potential total: 5 Last cluster decision: RIGHT:tiles1-6:occupied=5:anchor=P206:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 5 Region updates: 79 Regions dissolved: 5 Repeated reconstructions avoided: 79 Largest region lifetime: 24 Maximum simultaneous active regions: 2 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R5:lifetime=24 Confirmation deferral ticks: 6 Regions reaching confirmation: 1 Regions dissolved before confirmation: 4 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1552 Maximum occupied tiles: 17 Seat events: 107 Single-blocker events: 22 Multiple-blocker events: 9 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1720 Maximum occupied tiles: 18 Seat events: 121 Single-blocker events: 29 Multiple-blocker events: 9 Temporary aisle reoccupations: 52 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 130 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7110 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7997 Total stationary ticks: 90885 Seat-event requests: 244 Failed seat-event starts: 16 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 447 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 16 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 447 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONFIRMATORY_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 7\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 17 | standardDataset=228/228 (100.00%) | confirmatoryCohortDataset=228/228 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=5 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | confirmatoryCohortWorse=false | standardFamily=COMPLETE_CABIN | confirmatoryCohortFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 27 CONFIRMATORY COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-16 23:59:58 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 18 Scenario seed: 3120322730829782475 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.43% Blocker-prone seat share (topology component): 60.13% Aisle-assignment balance: 94.77% OUTCOME ------- Status: SUCCESS Completed ticks: 1156 Passengers seated: 306/306 Average waiting ticks: 513.90 Longest waiting passenger: P231->18H(RIGHT) Longest waiting ticks: 1102 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 29 Regions dissolved: 2 Repeated reconstructions avoided: 29 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2475 Maximum occupied tiles: 14 Seat events: 145 Single-blocker events: 38 Multiple-blocker events: 16 Temporary aisle reoccupations: 72 RIGHT AISLE ----------- Total moves: 2744 Maximum occupied tiles: 12 Seat events: 161 Single-blocker events: 42 Multiple-blocker events: 21 Temporary aisle reoccupations: 88 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 136 Reservations granted: 136 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6095 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7295 Total stationary ticks: 162230 Seat-event requests: 320 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 655 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 655 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 320\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 27 CONFIRMATORY COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-16 23:59:58 Experiment mode: CONFIRMATORY_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 18 Scenario seed: 3120322730829782475 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: CONFIRMATORY_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 28.43% Blocker-prone seat share (topology component): 60.13% Aisle-assignment balance: 94.77% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2644 Passengers seated: 290/306 Average waiting ticks: 599.97 Longest waiting passenger: P4->9F(LEFT) Longest waiting ticks: 2644 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 3 Selected release potential total: 4 Last cluster decision: RIGHT:tiles8-10:occupied=3:anchor=P287:selected=P212:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 43 Regions dissolved: 3 Repeated reconstructions avoided: 43 Largest region lifetime: 24 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=9 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2392 Maximum occupied tiles: 19 Seat events: 129 Single-blocker events: 30 Multiple-blocker events: 13 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 2744 Maximum occupied tiles: 18 Seat events: 161 Single-blocker events: 43 Multiple-blocker events: 20 Temporary aisle reoccupations: 86 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1847 Reservations granted: 1842 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 12 Remaining moving in aisle: 1 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 9890 Longest unresolved passenger ID: 4 Longest unresolved row: 9 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P209(12F/LEFT) -> P192(5C/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 209 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 17898 Total stationary ticks: 194163 Seat-event requests: 2023 Failed seat-event starts: 1733 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 192 Critical blocker identity: P192->5C(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 4 Unresolved outside passengers: 12 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P192(5C/LEFT/WAITING_FOR_SEAT_EVENT) P209(12F/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1733 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1733 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 605 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_SPACE_AVAILABLE Final snapshot prerequisite: YIELD_SPACE_AVAILABLE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: YIELD_SPACE_AVAILABLE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONFIRMATORY_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2026\nPrecedence substitutions made: 7\nDependency chains followed: 10\nBlocked by waiting-row occupant: 10\nSubstituted events started: 11\nOccupied-space rejections: 1752\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 18 | standardDataset=306/306 (100.00%) | confirmatoryCohortDataset=290/306 (94.77%) | seatedDelta=-16 | completionDelta=-5.23% | outsideDelta=+12 | clustersDetected=3 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | confirmatoryCohortWorse=true | standardFamily=COMPLETE_CABIN | confirmatoryCohortFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 27 CONFIRMATORY COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-16 23:59:58 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 19 Scenario seed: -1051365898326392422 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.04% Blocker-prone seat share (topology component): 65.65% Aisle-assignment balance: 98.26% OUTCOME ------- Status: SUCCESS Completed ticks: 821 Passengers seated: 230/230 Average waiting ticks: 371.58 Longest waiting passenger: P130->6H(RIGHT) Longest waiting ticks: 768 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1771 Maximum occupied tiles: 12 Seat events: 113 Single-blocker events: 13 Multiple-blocker events: 7 Temporary aisle reoccupations: 27 RIGHT AISLE ----------- Total moves: 1764 Maximum occupied tiles: 13 Seat events: 117 Single-blocker events: 35 Multiple-blocker events: 8 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 92 Reservations granted: 84 Reservations denied/waited: 8 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4657 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5790 Total stationary ticks: 89533 Seat-event requests: 235 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 544 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 8 Active-event deferrals: 544 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 27 CONFIRMATORY COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-16 23:59:58 Experiment mode: CONFIRMATORY_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 19 Scenario seed: -1051365898326392422 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: CONFIRMATORY_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 33.04% Blocker-prone seat share (topology component): 65.65% Aisle-assignment balance: 98.26% OUTCOME ------- Status: SUCCESS Completed ticks: 815 Passengers seated: 230/230 Average waiting ticks: 370.95 Longest waiting passenger: P149->8G(RIGHT) Longest waiting ticks: 793 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1771 Maximum occupied tiles: 16 Seat events: 113 Single-blocker events: 13 Multiple-blocker events: 7 Temporary aisle reoccupations: 27 RIGHT AISLE ----------- Total moves: 1764 Maximum occupied tiles: 17 Seat events: 117 Single-blocker events: 35 Multiple-blocker events: 8 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 93 Reservations granted: 85 Reservations denied/waited: 8 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7265 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8200 Total stationary ticks: 91873 Seat-event requests: 236 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 476 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 8 Active-event deferrals: 476 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONFIRMATORY_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 19 | standardDataset=230/230 (100.00%) | confirmatoryCohortDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | confirmatoryCohortWorse=false | standardFamily=COMPLETE_CABIN | confirmatoryCohortFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 27 CONFIRMATORY COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-16 23:59:58 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 20 Scenario seed: -1169396298556200010 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 245 Occupancy: 85% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 29.80% Blocker-prone seat share (topology component): 65.31% Aisle-assignment balance: 96.33% OUTCOME ------- Status: SUCCESS Completed ticks: 906 Passengers seated: 245/245 Average waiting ticks: 398.45 Longest waiting passenger: P186->32E(RIGHT) Longest waiting ticks: 847 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: LEFT:tiles10-13:occupied=3:anchor=P242:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 13 Regions dissolved: 1 Repeated reconstructions avoided: 13 Largest region lifetime: 14 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=14 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1773 Maximum occupied tiles: 11 Seat events: 118 Single-blocker events: 31 Multiple-blocker events: 11 Temporary aisle reoccupations: 53 RIGHT AISLE ----------- Total moves: 1904 Maximum occupied tiles: 11 Seat events: 127 Single-blocker events: 32 Multiple-blocker events: 13 Temporary aisle reoccupations: 58 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 89 Reservations granted: 89 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4534 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5456 Total stationary ticks: 101373 Seat-event requests: 255 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 435 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 435 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 254\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 27 CONFIRMATORY COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-16 23:59:58 Experiment mode: CONFIRMATORY_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 20 Scenario seed: -1169396298556200010 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 245 Occupancy: 85% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: CONFIRMATORY_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 29.80% Blocker-prone seat share (topology component): 65.31% Aisle-assignment balance: 96.33% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2368 Passengers seated: 241/245 Average waiting ticks: 407.16 Longest waiting passenger: P79->31D(RIGHT) Longest waiting ticks: 2277 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 7 Regions dissolved: 1 Repeated reconstructions avoided: 7 Largest region lifetime: 8 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=8 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1772 Maximum occupied tiles: 16 Seat events: 116 Single-blocker events: 29 Multiple-blocker events: 11 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 1902 Maximum occupied tiles: 17 Seat events: 125 Single-blocker events: 30 Multiple-blocker events: 13 Temporary aisle reoccupations: 56 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1725 Reservations granted: 1724 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 2 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7512 Longest unresolved passenger ID: 118 Longest unresolved row: 32 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P118(32C/LEFT) -> P201(32A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 118 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 2 Total blocked ticks: 16783 Total stationary ticks: 110652 Seat-event requests: 3585 Failed seat-event starts: 3344 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 79 Critical blocker identity: P79->31D(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 4 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P79(31D/RIGHT/WAITING_FOR_SEAT_EVENT) P186(32E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 3336 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 32|33 Critical blocker unavailable yield tiles: 33 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 8 Rear-boundary failures: 3336 Middle-bank reservation failures: 1 Active-event deferrals: 1121 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 32|33 Current unavailable yield tiles: 33 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONFIRMATORY_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3586\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 20 | standardDataset=245/245 (100.00%) | confirmatoryCohortDataset=241/245 (98.37%) | seatedDelta=-4 | completionDelta=-1.63% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | confirmatoryCohortWorse=true | standardFamily=COMPLETE_CABIN | confirmatoryCohortFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 27 CONFIRMATORY COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-16 23:59:58 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 21 Scenario seed: -5845335927644343041 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.43% Blocker-prone seat share (topology component): 69.57% Aisle-assignment balance: 98.26% OUTCOME ------- Status: SUCCESS Completed ticks: 815 Passengers seated: 230/230 Average waiting ticks: 371.47 Longest waiting passenger: P7->2E(LEFT) Longest waiting ticks: 763 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 3 Executable cluster candidates: 3 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 6 Selected release potential total: 9 Last cluster decision: RIGHT:tiles13-16:occupied=4:anchor=P120:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 34 Regions dissolved: 1 Repeated reconstructions avoided: 34 Largest region lifetime: 35 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=35 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1791 Maximum occupied tiles: 11 Seat events: 117 Single-blocker events: 34 Multiple-blocker events: 4 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1688 Maximum occupied tiles: 11 Seat events: 113 Single-blocker events: 36 Multiple-blocker events: 7 Temporary aisle reoccupations: 50 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 87 Reservations granted: 85 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4386 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5681 Total stationary ticks: 89287 Seat-event requests: 237 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 616 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 616 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 237\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 4\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 27 CONFIRMATORY COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-16 23:59:58 Experiment mode: CONFIRMATORY_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 21 Scenario seed: -5845335927644343041 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: CONFIRMATORY_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 30.43% Blocker-prone seat share (topology component): 69.57% Aisle-assignment balance: 98.26% OUTCOME ------- Status: SUCCESS Completed ticks: 812 Passengers seated: 230/230 Average waiting ticks: 374.62 Longest waiting passenger: P7->2E(LEFT) Longest waiting ticks: 793 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles19-21:occupied=3:anchor=P211:selected=P33:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 25 Regions dissolved: 1 Repeated reconstructions avoided: 25 Largest region lifetime: 26 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=26 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1791 Maximum occupied tiles: 17 Seat events: 117 Single-blocker events: 32 Multiple-blocker events: 6 Temporary aisle reoccupations: 44 RIGHT AISLE ----------- Total moves: 1688 Maximum occupied tiles: 17 Seat events: 113 Single-blocker events: 38 Multiple-blocker events: 5 Temporary aisle reoccupations: 48 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 83 Reservations granted: 81 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6996 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7956 Total stationary ticks: 92424 Seat-event requests: 235 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 501 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 501 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONFIRMATORY_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 236\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 21 | standardDataset=230/230 (100.00%) | confirmatoryCohortDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | confirmatoryCohortWorse=false | standardFamily=COMPLETE_CABIN | confirmatoryCohortFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 27 CONFIRMATORY COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-16 23:59:58 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 22 Scenario seed: 5901802720867875714 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 288 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.08% Blocker-prone seat share (topology component): 58.68% Aisle-assignment balance: 91.67% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2628 Passengers seated: 271/288 Average waiting ticks: 501.86 Longest waiting passenger: P233->22B(LEFT) Longest waiting ticks: 2596 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 18 Cluster candidates evaluated: 22 Executable cluster candidates: 0 Rejected cluster candidates: 22 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 17 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2346 Regions dissolved: 0 Repeated reconstructions avoided: 2346 Largest region lifetime: 2347 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2347:occupied=17 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1931 State changes reopening evaluation: 17 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2236 Maximum occupied tiles: 21 Seat events: 115 Single-blocker events: 25 Multiple-blocker events: 12 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 2775 Maximum occupied tiles: 12 Seat events: 156 Single-blocker events: 43 Multiple-blocker events: 18 Temporary aisle reoccupations: 80 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 123 Reservations granted: 123 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 14 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 26853 Longest unresolved passenger ID: 285 Longest unresolved row: 35 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 13 Longest dependency chain: P157(29B/LEFT) -> P224(26G/LEFT) -> P193(28A/LEFT) -> P83(29F/LEFT) -> P29(32F/LEFT) -> P46(36G/LEFT) -> P152(36E/LEFT) -> P135(34B/LEFT) -> P139(34A/LEFT) -> P245(33A/LEFT) -> P63(34C/LEFT) -> P285(35D/LEFT) -> P68(35B/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 157 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 14 Total blocked ticks: 39581 Total stationary ticks: 175761 Seat-event requests: 2241 Failed seat-event starts: 1970 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 68 Critical blocker identity: P68->35B(LEFT) Direct fan-out: 1 Total indirect descendants: 12 Critical tree size including blocker: 13 Critical tree depth: 13 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 17 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 4 Critical blocker tree: P68(35B/LEFT/WAITING_FOR_SEAT_EVENT) P285(35D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P63(34C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P245(33A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P139(34A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P135(34B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P152(36E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P46(36G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P29(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P83(29F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P193(28A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P224(26G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P157(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1969 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 1 Critical blocker required yield tiles: 36 Critical blocker unavailable yield tiles: 36 Critical blocker yield-tile occupants: 24 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 3 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1969 Rear-boundary failures: 1 Middle-bank reservation failures: 0 Active-event deferrals: 1081 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[24]: P24(36A/LEFT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P24->36A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: P24{seat=36A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=266,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 36 Current unavailable yield tiles: 36 Current yield-tile occupants: 24 Final row-event chain: 68|24 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2241\nPrecedence substitutions made: 1\nDependency chains followed: 193\nBlocked by waiting-row occupant: 193\nSubstituted events started: 1\nOccupied-space rejections: 1974\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 27 CONFIRMATORY COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-16 23:59:58 Experiment mode: CONFIRMATORY_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 22 Scenario seed: 5901802720867875714 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 288 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: CONFIRMATORY_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 27.08% Blocker-prone seat share (topology component): 58.68% Aisle-assignment balance: 91.67% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2249 Passengers seated: 130/288 Average waiting ticks: 1120.38 Longest waiting passenger: P0->10I(RIGHT) Longest waiting ticks: 2249 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 53 Cluster candidates evaluated: 53 Executable cluster candidates: 0 Rejected cluster candidates: 53 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 36 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2110 Regions dissolved: 0 Repeated reconstructions avoided: 2110 Largest region lifetime: 2111 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2111:occupied=36 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1982 State changes reopening evaluation: 52 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1425 Maximum occupied tiles: 36 Seat events: 28 Single-blocker events: 4 Multiple-blocker events: 1 Temporary aisle reoccupations: 6 RIGHT AISLE ----------- Total moves: 2456 Maximum occupied tiles: 19 Seat events: 102 Single-blocker events: 28 Multiple-blocker events: 6 Temporary aisle reoccupations: 40 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 56 Reservations granted: 56 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 122 Remaining moving in aisle: 34 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 66543 Longest unresolved passenger ID: 0 Longest unresolved row: 10 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 35 Longest dependency chain: P255(23B/LEFT) -> P8(18G/LEFT) -> P271(20E/LEFT) -> P92(22G/LEFT) -> P253(17B/LEFT) -> P241(19F/LEFT) -> P169(22C/LEFT) -> P257(19B/LEFT) -> P184(21E/LEFT) -> P275(15E/LEFT) -> P199(21D/LEFT) -> P176(14C/LEFT) -> P229(24C/LEFT) -> P235(24D/LEFT) -> P81(25E/LEFT) -> P49(22A/LEFT) -> P43(21C/LEFT) -> P204(24G/LEFT) -> P180(23C/LEFT) -> P202(25F/LEFT) -> P9(36C/LEFT) -> P166(26C/LEFT) -> P157(29B/LEFT) -> P224(26G/LEFT) -> P193(28A/LEFT) -> P83(29F/LEFT) -> P29(32F/LEFT) -> P46(36G/LEFT) -> P152(36E/LEFT) -> P135(34B/LEFT) -> P139(34A/LEFT) -> P245(33A/LEFT) -> P63(34C/LEFT) -> P285(35D/LEFT) -> P68(35B/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 255 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 34 Total blocked ticks: 77700 Total stationary ticks: 395245 Seat-event requests: 2171 Failed seat-event starts: 2041 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 68 Critical blocker identity: P68->35B(LEFT) Direct fan-out: 1 Total indirect descendants: 34 Critical tree size including blocker: 35 Critical tree depth: 35 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 36 Unresolved outside passengers: 122 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P68(35B/LEFT/WAITING_FOR_SEAT_EVENT) P285(35D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P63(34C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P245(33A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P139(34A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P135(34B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P152(36E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P46(36G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P29(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P83(29F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P193(28A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P224(26G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P157(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P166(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P9(36C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P202(25F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P180(23C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P204(24G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P43(21C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P49(22A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P81(25E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P235(24D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P229(24C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P176(14C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P199(21D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P275(15E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P184(21E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P257(19B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P169(22C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P241(19F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P253(17B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P92(22G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P271(20E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P8(18G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P255(23B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 2040 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 36 Critical blocker unavailable yield tiles: 36 Critical blocker yield-tile occupants: 24 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 2 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 2040 Rear-boundary failures: 1 Middle-bank reservation failures: 0 Active-event deferrals: 364 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[24]: P24(36A/LEFT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P24->36A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P24{seat=36A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=131,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 36 Current unavailable yield tiles: 36 Current yield-tile occupants: 24 Final row-event chain: 68|24 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONFIRMATORY_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2171\nPrecedence substitutions made: 2\nDependency chains followed: 2039\nBlocked by waiting-row occupant: 2039\nSubstituted events started: 2\nOccupied-space rejections: 2042\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 22 | standardDataset=271/288 (94.10%) | confirmatoryCohortDataset=130/288 (45.14%) | seatedDelta=-141 | completionDelta=-48.96% | outsideDelta=+122 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | confirmatoryCohortWorse=true | standardFamily=LINKED_ROW_EVENT_CHAIN | confirmatoryCohortFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 27 CONFIRMATORY COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-16 23:59:58 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 23 Scenario seed: -5886756800942795092 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.61% Blocker-prone seat share (topology component): 67.39% Aisle-assignment balance: 97.39% OUTCOME ------- Status: SUCCESS Completed ticks: 844 Passengers seated: 230/230 Average waiting ticks: 385.89 Longest waiting passenger: P166->14H(RIGHT) Longest waiting ticks: 818 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles9-12:occupied=3:anchor=P84:selected=P226:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1724 Maximum occupied tiles: 11 Seat events: 112 Single-blocker events: 28 Multiple-blocker events: 7 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1674 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 26 Multiple-blocker events: 11 Temporary aisle reoccupations: 48 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 75 Reservations granted: 74 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3907 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4803 Total stationary ticks: 91882 Seat-event requests: 240 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 490 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 490 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 240\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 27 CONFIRMATORY COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-16 23:59:58 Experiment mode: CONFIRMATORY_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 23 Scenario seed: -5886756800942795092 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: CONFIRMATORY_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 32.61% Blocker-prone seat share (topology component): 67.39% Aisle-assignment balance: 97.39% OUTCOME ------- Status: SUCCESS Completed ticks: 852 Passengers seated: 230/230 Average waiting ticks: 390.26 Longest waiting passenger: P92->11G(RIGHT) Longest waiting ticks: 830 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1724 Maximum occupied tiles: 16 Seat events: 112 Single-blocker events: 31 Multiple-blocker events: 7 Temporary aisle reoccupations: 45 RIGHT AISLE ----------- Total moves: 1674 Maximum occupied tiles: 16 Seat events: 118 Single-blocker events: 25 Multiple-blocker events: 10 Temporary aisle reoccupations: 45 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 83 Reservations granted: 75 Reservations denied/waited: 8 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6389 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7239 Total stationary ticks: 95317 Seat-event requests: 236 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 473 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 8 Active-event deferrals: 473 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONFIRMATORY_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 7\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 23 | standardDataset=230/230 (100.00%) | confirmatoryCohortDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | confirmatoryCohortWorse=false | standardFamily=COMPLETE_CABIN | confirmatoryCohortFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 27 CONFIRMATORY COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-16 23:59:58 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 24 Scenario seed: -8002946322880410004 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 94.47% OUTCOME ------- Status: SUCCESS Completed ticks: 881 Passengers seated: 235/235 Average waiting ticks: 383.40 Longest waiting passenger: P13->10A(LEFT) Longest waiting ticks: 823 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1777 Maximum occupied tiles: 12 Seat events: 124 Single-blocker events: 31 Multiple-blocker events: 16 Temporary aisle reoccupations: 67 RIGHT AISLE ----------- Total moves: 1587 Maximum occupied tiles: 12 Seat events: 111 Single-blocker events: 31 Multiple-blocker events: 9 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 136 Reservations granted: 128 Reservations denied/waited: 8 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4518 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5711 Total stationary ticks: 93972 Seat-event requests: 245 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 555 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 8 Active-event deferrals: 555 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 253\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 27 CONFIRMATORY COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-16 23:59:58 Experiment mode: CONFIRMATORY_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 24 Scenario seed: -8002946322880410004 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: CONFIRMATORY_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 94.47% OUTCOME ------- Status: SUCCESS Completed ticks: 869 Passengers seated: 235/235 Average waiting ticks: 383.82 Longest waiting passenger: P13->10A(LEFT) Longest waiting ticks: 847 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 6 Selected release potential total: 7 Last cluster decision: LEFT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 44 Regions dissolved: 3 Repeated reconstructions avoided: 44 Largest region lifetime: 28 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=8 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1777 Maximum occupied tiles: 18 Seat events: 124 Single-blocker events: 30 Multiple-blocker events: 18 Temporary aisle reoccupations: 70 RIGHT AISLE ----------- Total moves: 1587 Maximum occupied tiles: 16 Seat events: 111 Single-blocker events: 32 Multiple-blocker events: 7 Temporary aisle reoccupations: 48 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 135 Reservations granted: 135 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7005 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7901 Total stationary ticks: 96346 Seat-event requests: 252 Failed seat-event starts: 17 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 480 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 17 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 480 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONFIRMATORY_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 25\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 24 | standardDataset=235/235 (100.00%) | confirmatoryCohortDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | confirmatoryCohortWorse=false | standardFamily=COMPLETE_CABIN | confirmatoryCohortFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 27 CONFIRMATORY COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-16 23:59:58 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 25 Scenario seed: -6793887463250987477 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.38% Aisle-assignment balance: 95.74% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2527 Passengers seated: 276/282 Average waiting ticks: 487.17 Longest waiting passenger: P197->31D(RIGHT) Longest waiting ticks: 2476 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 2 Cluster candidates evaluated: 3 Executable cluster candidates: 1 Rejected cluster candidates: 2 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 6 Selected release potential total: 2 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1565 Regions dissolved: 1 Repeated reconstructions avoided: 1565 Largest region lifetime: 1558 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1558:occupied=6 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1524 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2082 Maximum occupied tiles: 13 Seat events: 135 Single-blocker events: 37 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 RIGHT AISLE ----------- Total moves: 2295 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 36 Multiple-blocker events: 11 Temporary aisle reoccupations: 58 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1672 Reservations granted: 1672 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 4 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 6510 Longest unresolved passenger ID: 217 Longest unresolved row: 32 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 5 Longest dependency chain: P249(30F/RIGHT) -> P22(30H/RIGHT) -> P61(30D/RIGHT) -> P208(31F/RIGHT) -> P197(31D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 249 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 4 Total blocked ticks: 15659 Total stationary ticks: 147571 Seat-event requests: 1864 Failed seat-event starts: 1588 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 197 Critical blocker identity: P197->31D(RIGHT) Direct fan-out: 1 Total indirect descendants: 4 Critical tree size including blocker: 5 Critical tree depth: 5 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 6 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P197(31D/RIGHT/WAITING_FOR_SEAT_EVENT) P208(31F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P61(30D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P22(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P249(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1588 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 32 Critical blocker unavailable yield tiles: 32 Critical blocker yield-tile occupants: 217 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1588 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 802 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[217]: P217(32I/RIGHT/WAITING_AT_ROW@tile32) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P217->32I(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P217{seat=32I,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=32,directBlocker=-1,lastMoveTick=786,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 32 Current unavailable yield tiles: 32 Current yield-tile occupants: 217 Final row-event chain: 197|217 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1863\nPrecedence substitutions made: 3\nDependency chains followed: 1581\nBlocked by waiting-row occupant: 1581\nSubstituted events started: 5\nOccupied-space rejections: 1592\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 27 CONFIRMATORY COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-16 23:59:58 Experiment mode: CONFIRMATORY_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 25 Scenario seed: -6793887463250987477 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: CONFIRMATORY_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.38% Aisle-assignment balance: 95.74% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2150 Passengers seated: 122/282 Average waiting ticks: 1117.67 Longest waiting passenger: P2->17I(RIGHT) Longest waiting ticks: 2150 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 38 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 31 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1902 Regions dissolved: 0 Repeated reconstructions avoided: 1902 Largest region lifetime: 1903 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1903:occupied=31 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1838 State changes reopening evaluation: 37 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1827 Maximum occupied tiles: 17 Seat events: 88 Single-blocker events: 26 Multiple-blocker events: 8 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1309 Maximum occupied tiles: 31 Seat events: 34 Single-blocker events: 7 Multiple-blocker events: 0 Temporary aisle reoccupations: 7 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 38 Reservations granted: 38 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 129 Remaining moving in aisle: 30 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 56049 Longest unresolved passenger ID: 2 Longest unresolved row: 17 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 31 Longest dependency chain: P131(19H/RIGHT) -> P117(20E/RIGHT) -> P199(13H/RIGHT) -> P21(15H/RIGHT) -> P278(20G/RIGHT) -> P240(19G/RIGHT) -> P184(17F/RIGHT) -> P62(16H/RIGHT) -> P51(17E/RIGHT) -> P260(15G/RIGHT) -> P74(12G/RIGHT) -> P112(20F/RIGHT) -> P58(21I/RIGHT) -> P223(20I/RIGHT) -> P110(24D/RIGHT) -> P276(25H/RIGHT) -> P262(23I/RIGHT) -> P249(30F/RIGHT) -> P22(30H/RIGHT) -> P61(30D/RIGHT) -> P208(31F/RIGHT) -> P265(27F/RIGHT) -> P14(29E/RIGHT) -> P120(27G/RIGHT) -> P238(28I/RIGHT) -> P274(29D/RIGHT) -> P237(30E/RIGHT) -> P197(31D/RIGHT) -> P217(32I/RIGHT) -> P185(32H/RIGHT) -> P109(31I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 131 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 30 Total blocked ticks: 63531 Total stationary ticks: 376003 Seat-event requests: 2003 Failed seat-event starts: 1881 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 109 Critical blocker identity: P109->31I(RIGHT) Direct fan-out: 1 Total indirect descendants: 30 Critical tree size including blocker: 31 Critical tree depth: 31 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 31 Unresolved outside passengers: 129 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P109(31I/RIGHT/WAITING_FOR_SEAT_EVENT) P185(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P217(32I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P197(31D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P237(30E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P274(29D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P238(28I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P120(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P14(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P265(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P208(31F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P61(30D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P22(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P249(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P262(23I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P276(25H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P110(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P223(20I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P58(21I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P112(20F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P74(12G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P260(15G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P62(16H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P184(17F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P240(19G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P278(20G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P21(15H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P199(13H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P117(20E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P131(19H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1879 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 32|33 Critical blocker unavailable yield tiles: 33 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 2 Rear-boundary failures: 1879 Middle-bank reservation failures: 0 Active-event deferrals: 211 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 32|33 Current unavailable yield tiles: 33 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONFIRMATORY_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2003\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 2\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 25 | standardDataset=276/282 (97.87%) | confirmatoryCohortDataset=122/282 (43.26%) | seatedDelta=-154 | completionDelta=-54.61% | outsideDelta=+129 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | confirmatoryCohortWorse=true | standardFamily=LINKED_ROW_EVENT_CHAIN | confirmatoryCohortFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 27 CONFIRMATORY COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-16 23:59:58 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 26 Scenario seed: 722007454514889823 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 59.49% Aisle-assignment balance: 96.88% OUTCOME ------- Status: SUCCESS Completed ticks: 1287 Passengers seated: 353/353 Average waiting ticks: 586.65 Longest waiting passenger: P178->2A(LEFT) Longest waiting ticks: 1226 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: LEFT:region=R4:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 90 Regions dissolved: 4 Repeated reconstructions avoided: 90 Largest region lifetime: 38 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=18 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3193 Maximum occupied tiles: 14 Seat events: 182 Single-blocker events: 45 Multiple-blocker events: 30 Temporary aisle reoccupations: 111 RIGHT AISLE ----------- Total moves: 3005 Maximum occupied tiles: 13 Seat events: 171 Single-blocker events: 47 Multiple-blocker events: 24 Temporary aisle reoccupations: 101 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 160 Reservations granted: 157 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7774 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9701 Total stationary ticks: 213884 Seat-event requests: 378 Failed seat-event starts: 25 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 882 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 25 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 882 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 380\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 6\nOccupied-space rejections: 30\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 27 CONFIRMATORY COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-16 23:59:58 Experiment mode: CONFIRMATORY_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 26 Scenario seed: 722007454514889823 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: CONFIRMATORY_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 59.49% Aisle-assignment balance: 96.88% OUTCOME ------- Status: SUCCESS Completed ticks: 1268 Passengers seated: 353/353 Average waiting ticks: 589.21 Longest waiting passenger: P178->2A(LEFT) Longest waiting ticks: 1259 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3193 Maximum occupied tiles: 19 Seat events: 182 Single-blocker events: 47 Multiple-blocker events: 30 Temporary aisle reoccupations: 114 RIGHT AISLE ----------- Total moves: 3005 Maximum occupied tiles: 19 Seat events: 171 Single-blocker events: 46 Multiple-blocker events: 24 Temporary aisle reoccupations: 98 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 147 Reservations granted: 147 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 12744 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 13964 Total stationary ticks: 219293 Seat-event requests: 366 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 712 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 712 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONFIRMATORY_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 366\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 8\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 26 | standardDataset=353/353 (100.00%) | confirmatoryCohortDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | confirmatoryCohortWorse=false | standardFamily=COMPLETE_CABIN | confirmatoryCohortFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 27 CONFIRMATORY COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-16 23:59:58 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 27 Scenario seed: -5450447113087893164 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 98.58% OUTCOME ------- Status: SUCCESS Completed ticks: 1282 Passengers seated: 353/353 Average waiting ticks: 599.70 Longest waiting passenger: P326->9H(RIGHT) Longest waiting ticks: 1238 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2967 Maximum occupied tiles: 12 Seat events: 174 Single-blocker events: 46 Multiple-blocker events: 23 Temporary aisle reoccupations: 96 RIGHT AISLE ----------- Total moves: 3223 Maximum occupied tiles: 12 Seat events: 179 Single-blocker events: 52 Multiple-blocker events: 30 Temporary aisle reoccupations: 113 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 150 Reservations granted: 150 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7466 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8940 Total stationary ticks: 217898 Seat-event requests: 366 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 762 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 762 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 366\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 27 CONFIRMATORY COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-16 23:59:58 Experiment mode: CONFIRMATORY_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 27 Scenario seed: -5450447113087893164 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: CONFIRMATORY_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 98.58% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2752 Passengers seated: 349/353 Average waiting ticks: 612.17 Longest waiting passenger: P228->34J(RIGHT) Longest waiting ticks: 2648 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 4 Cluster candidates evaluated: 7 Executable cluster candidates: 1 Rejected cluster candidates: 6 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 7 Selected release potential total: 6 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 2449 Regions dissolved: 2 Repeated reconstructions avoided: 2449 Largest region lifetime: 2389 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=2389:occupied=4 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1732 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2967 Maximum occupied tiles: 19 Seat events: 174 Single-blocker events: 46 Multiple-blocker events: 23 Temporary aisle reoccupations: 96 RIGHT AISLE ----------- Total moves: 3220 Maximum occupied tiles: 19 Seat events: 175 Single-blocker events: 51 Multiple-blocker events: 27 Temporary aisle reoccupations: 106 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 157 Reservations granted: 151 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 12028 Longest unresolved passenger ID: 31 Longest unresolved row: 36 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P31(36E/RIGHT) -> P228(34J/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 31 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 22984 Total stationary ticks: 229194 Seat-event requests: 2103 Failed seat-event starts: 1754 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 228 Critical blocker identity: P228->34J(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 4 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P228(34J/RIGHT/WAITING_FOR_SEAT_EVENT) P31(36E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 2304 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 35|36 Critical blocker unavailable yield tiles: 35|36 Critical blocker yield-tile occupants: 279|335 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1754 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 2304 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 2 Trace length: 1 Yield-occupant trace: yieldOccupant[279]: P279(35I/RIGHT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[335]: P335(36J/RIGHT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P335->36J(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: false Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P279{seat=35I,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=35,directBlocker=-1,lastMoveTick=353,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} || P335{seat=36J,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=352,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 35|36 Current unavailable yield tiles: 35|36 Current yield-tile occupants: 279|335 Final row-event chain: 228|279 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONFIRMATORY_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2108\nPrecedence substitutions made: 12\nDependency chains followed: 1750\nBlocked by waiting-row occupant: 3488\nSubstituted events started: 10\nOccupied-space rejections: 7119\nMaximum scheduling-chain depth: 3\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 27 | standardDataset=353/353 (100.00%) | confirmatoryCohortDataset=349/353 (98.87%) | seatedDelta=-4 | completionDelta=-1.13% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | confirmatoryCohortWorse=true | standardFamily=COMPLETE_CABIN | confirmatoryCohortFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 27 CONFIRMATORY COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-16 23:59:58 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 28 Scenario seed: 246091010528561545 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.05% Blocker-prone seat share (topology component): 60.34% Aisle-assignment balance: 96.88% OUTCOME ------- Status: SUCCESS Completed ticks: 1319 Passengers seated: 353/353 Average waiting ticks: 602.32 Longest waiting passenger: P36->10I(RIGHT) Longest waiting ticks: 1278 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 39 Regions dissolved: 2 Repeated reconstructions avoided: 39 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2983 Maximum occupied tiles: 13 Seat events: 171 Single-blocker events: 42 Multiple-blocker events: 20 Temporary aisle reoccupations: 84 RIGHT AISLE ----------- Total moves: 3263 Maximum occupied tiles: 15 Seat events: 182 Single-blocker events: 47 Multiple-blocker events: 27 Temporary aisle reoccupations: 108 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 158 Reservations granted: 158 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7403 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8981 Total stationary ticks: 218852 Seat-event requests: 373 Failed seat-event starts: 20 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 798 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 20 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 798 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 373\nPrecedence substitutions made: 3\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 3\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 27 CONFIRMATORY COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-16 23:59:58 Experiment mode: CONFIRMATORY_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 28 Scenario seed: 246091010528561545 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: CONFIRMATORY_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 28.05% Blocker-prone seat share (topology component): 60.34% Aisle-assignment balance: 96.88% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2803 Passengers seated: 334/353 Average waiting ticks: 617.72 Longest waiting passenger: P80->28B(LEFT) Longest waiting ticks: 2745 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 23 Cluster candidates evaluated: 6 Executable cluster candidates: 0 Rejected cluster candidates: 6 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 12 Selected release potential total: 0 Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 4592 Regions dissolved: 1 Repeated reconstructions avoided: 4592 Largest region lifetime: 2495 Maximum simultaneous active regions: 3 Regions active at termination: 2 Last lifecycle event: TRACK:R1:age=2495:localMembers=11 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1888 State changes reopening evaluation: 21 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2931 Maximum occupied tiles: 25 Seat events: 152 Single-blocker events: 36 Multiple-blocker events: 14 Temporary aisle reoccupations: 65 RIGHT AISLE ----------- Total moves: 3263 Maximum occupied tiles: 19 Seat events: 182 Single-blocker events: 46 Multiple-blocker events: 27 Temporary aisle reoccupations: 105 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1905 Reservations granted: 1900 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 16 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 37219 Longest unresolved passenger ID: 21 Longest unresolved row: 36 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 8 Longest dependency chain: P89(33E/LEFT) -> P143(32B/LEFT) -> P72(32A/LEFT) -> P32(33A/LEFT) -> P111(36B/LEFT) -> P125(35C/LEFT) -> P21(36F/LEFT) -> P346(36A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 89 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 16 Total blocked ticks: 56617 Total stationary ticks: 265179 Seat-event requests: 2266 Failed seat-event starts: 1932 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 146 Critical blocker identity: P146->23G(LEFT) Direct fan-out: 1 Total indirect descendants: 7 Critical tree size including blocker: 8 Critical tree depth: 8 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 19 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 11 Critical blocker tree: P146(23G/LEFT/WAITING_FOR_SEAT_EVENT) P271(23C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P7(22C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P319(21C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P187(24A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P205(24F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P167(25C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P114(22B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1916 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 24|25|26 Critical blocker unavailable yield tiles: 26 Critical blocker yield-tile occupants: 348 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 2 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1916 Rear-boundary failures: 16 Middle-bank reservation failures: 5 Active-event deferrals: 1811 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 3 Yield-occupant trace: yieldOccupant[348]: P348(29F/LEFT/MOVING_IN_AISLE@tile26) -> P261(35F/LEFT/MOVING_IN_AISLE@tile27) -> P80(28B/LEFT/WAITING_AT_ROW@tile28) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P80->28B(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P348{seat=29F,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=26,directBlocker=261,lastMoveTick=335,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 24|25|26 Current unavailable yield tiles: 26 Current yield-tile occupants: 348 Final row-event chain: 146|348|261|80 Final row-event chain length: 4 Distinct row events in chain: 4 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONFIRMATORY_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2272\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 1921\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 28 | standardDataset=353/353 (100.00%) | confirmatoryCohortDataset=334/353 (94.62%) | seatedDelta=-19 | completionDelta=-5.38% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | confirmatoryCohortWorse=true | standardFamily=COMPLETE_CABIN | confirmatoryCohortFamily=MOVING_PASSENGER_YIELD_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 27 CONFIRMATORY COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-16 23:59:58 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 29 Scenario seed: 4203914317130684635 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.05% Blocker-prone seat share (topology component): 67.57% Aisle-assignment balance: 99.61% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2413 Passengers seated: 257/259 Average waiting ticks: 430.23 Longest waiting passenger: P157->31I(RIGHT) Longest waiting ticks: 2353 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1895 Maximum occupied tiles: 12 Seat events: 130 Single-blocker events: 30 Multiple-blocker events: 13 Temporary aisle reoccupations: 56 RIGHT AISLE ----------- Total moves: 2013 Maximum occupied tiles: 12 Seat events: 127 Single-blocker events: 38 Multiple-blocker events: 9 Temporary aisle reoccupations: 56 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 89 Reservations granted: 89 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4711 Longest unresolved passenger ID: 177 Longest unresolved row: 32 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P177(32G/RIGHT) -> P157(31I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 177 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 9006 Total stationary ticks: 116891 Seat-event requests: 1811 Failed seat-event starts: 1554 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 157 Critical blocker identity: P157->31I(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P157(31I/RIGHT/WAITING_FOR_SEAT_EVENT) P177(32G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1544 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 32|33 Critical blocker unavailable yield tiles: 33 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 10 Rear-boundary failures: 1544 Middle-bank reservation failures: 0 Active-event deferrals: 630 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 32|33 Current unavailable yield tiles: 33 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1811\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 27 CONFIRMATORY COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-16 23:59:58 Experiment mode: CONFIRMATORY_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 29 Scenario seed: 4203914317130684635 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: CONFIRMATORY_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 32.05% Blocker-prone seat share (topology component): 67.57% Aisle-assignment balance: 99.61% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2403 Passengers seated: 257/259 Average waiting ticks: 427.26 Longest waiting passenger: P157->31I(RIGHT) Longest waiting ticks: 2312 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1895 Maximum occupied tiles: 17 Seat events: 130 Single-blocker events: 30 Multiple-blocker events: 13 Temporary aisle reoccupations: 56 RIGHT AISLE ----------- Total moves: 2013 Maximum occupied tiles: 16 Seat events: 127 Single-blocker events: 40 Multiple-blocker events: 8 Temporary aisle reoccupations: 56 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 89 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7988 Longest unresolved passenger ID: 177 Longest unresolved row: 32 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P177(32G/RIGHT) -> P157(31I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 177 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 13240 Total stationary ticks: 119897 Seat-event requests: 1929 Failed seat-event starts: 1672 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 157 Critical blocker identity: P157->31I(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P157(31I/RIGHT/WAITING_FOR_SEAT_EVENT) P177(32G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1666 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 32|33 Critical blocker unavailable yield tiles: 33 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 6 Rear-boundary failures: 1666 Middle-bank reservation failures: 7 Active-event deferrals: 898 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 32|33 Current unavailable yield tiles: 33 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONFIRMATORY_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1936\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 6\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 29 | standardDataset=257/259 (99.23%) | confirmatoryCohortDataset=257/259 (99.23%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | confirmatoryCohortWorse=false | standardFamily=REAR_BOUNDARY_LOCK | confirmatoryCohortFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 27 CONFIRMATORY COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-16 23:59:58 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 30 Scenario seed: -7557663346310737177 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.07% Blocker-prone seat share (topology component): 59.06% Aisle-assignment balance: 98.25% OUTCOME ------- Status: SUCCESS Completed ticks: 1236 Passengers seated: 342/342 Average waiting ticks: 564.65 Longest waiting passenger: P20->31I(RIGHT) Longest waiting ticks: 1184 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 5 Clusters detected: 5 Activations without intervention: 6 Cluster candidates evaluated: 4 Executable cluster candidates: 4 Rejected cluster candidates: 0 Cluster selections: 4 Cluster-selected events started: 5 Largest detected cluster: 7 Selected release potential total: 16 Last cluster decision: RIGHT:tiles20-22:occupied=3:anchor=P236:selected=P293:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 5 Region updates: 88 Regions dissolved: 5 Repeated reconstructions avoided: 88 Largest region lifetime: 35 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R5:lifetime=9 Confirmation deferral ticks: 8 Regions reaching confirmation: 3 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 4 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2986 Maximum occupied tiles: 14 Seat events: 168 Single-blocker events: 37 Multiple-blocker events: 26 Temporary aisle reoccupations: 94 RIGHT AISLE ----------- Total moves: 2895 Maximum occupied tiles: 16 Seat events: 174 Single-blocker events: 43 Multiple-blocker events: 31 Temporary aisle reoccupations: 110 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 159 Reservations granted: 159 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7405 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9317 Total stationary ticks: 199595 Seat-event requests: 382 Failed seat-event starts: 40 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 861 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 40 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 861 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 378\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 14\nOccupied-space rejections: 50\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 27 CONFIRMATORY COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-16 23:59:58 Experiment mode: CONFIRMATORY_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2083790101901 Scenario number: 30 Scenario seed: -7557663346310737177 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: CONFIRMATORY_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 28.07% Blocker-prone seat share (topology component): 59.06% Aisle-assignment balance: 98.25% OUTCOME ------- Status: SUCCESS Completed ticks: 1237 Passengers seated: 342/342 Average waiting ticks: 566.14 Longest waiting passenger: P141->12E(RIGHT) Longest waiting ticks: 1218 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 5 Last cluster decision: RIGHT:tiles1-3:occupied=3:anchor=P171:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 42 Regions dissolved: 3 Repeated reconstructions avoided: 42 Largest region lifetime: 21 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=11 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2986 Maximum occupied tiles: 20 Seat events: 168 Single-blocker events: 39 Multiple-blocker events: 25 Temporary aisle reoccupations: 95 RIGHT AISLE ----------- Total moves: 2895 Maximum occupied tiles: 18 Seat events: 174 Single-blocker events: 44 Multiple-blocker events: 30 Temporary aisle reoccupations: 109 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 155 Reservations granted: 151 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 12108 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 13665 Total stationary ticks: 204592 Seat-event requests: 364 Failed seat-event starts: 22 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 759 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 22 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 759 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONFIRMATORY_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 366\nPrecedence substitutions made: 10\nDependency chains followed: 11\nBlocked by waiting-row occupant: 11\nSubstituted events started: 13\nOccupied-space rejections: 33\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 30 | standardDataset=342/342 (100.00%) | confirmatoryCohortDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | confirmatoryCohortWorse=false | standardFamily=COMPLETE_CABIN | confirmatoryCohortFamily=COMPLETE_CABIN ************************************************************ BATCH EXPERIMENT SUMMARY RESEARCH EXPERIMENT 27 CONFIRMATORY COARSE-COHORT REPLICATION ************************************************************ Experiment seed: 2083790101901 Scenarios executed: 60 Successful completions: 37 Incomplete/MAX_TICKS: 23 Average completed ticks: 1523.53 Average waiting ticks: 491.10 ************************************************************ ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 28 INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:06:39 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2183790101901 Scenario number: 1 Scenario seed: -1331420073227371808 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.25% Blocker-prone seat share (topology component): 74.48% Aisle-assignment balance: 98.96% OUTCOME ------- Status: SUCCESS Completed ticks: 693 Passengers seated: 192/192 Average waiting ticks: 308.07 Longest waiting passenger: P145->1B(LEFT) Longest waiting ticks: 638 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 3 Executable cluster candidates: 3 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: LEFT:tiles5-8:occupied=4:anchor=P59:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 37 Regions dissolved: 2 Repeated reconstructions avoided: 37 Largest region lifetime: 31 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=31 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1378 Maximum occupied tiles: 12 Seat events: 97 Single-blocker events: 21 Multiple-blocker events: 9 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1421 Maximum occupied tiles: 12 Seat events: 95 Single-blocker events: 19 Multiple-blocker events: 7 Temporary aisle reoccupations: 35 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 98 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3675 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4803 Total stationary ticks: 62318 Seat-event requests: 200 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 595 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 595 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 201\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 28 INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:06:39 Experiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2183790101901 Scenario number: 1 Scenario seed: -1331420073227371808 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: INDEPENDENT_SEED_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 31.25% Blocker-prone seat share (topology component): 74.48% Aisle-assignment balance: 98.96% OUTCOME ------- Status: SUCCESS Completed ticks: 699 Passengers seated: 192/192 Average waiting ticks: 308.15 Longest waiting passenger: P59->7A(LEFT) Longest waiting ticks: 675 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: LEFT:tiles7-10:occupied=3:anchor=P59:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 34 Regions dissolved: 2 Repeated reconstructions avoided: 34 Largest region lifetime: 19 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=17 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1378 Maximum occupied tiles: 16 Seat events: 97 Single-blocker events: 20 Multiple-blocker events: 9 Temporary aisle reoccupations: 41 RIGHT AISLE ----------- Total moves: 1421 Maximum occupied tiles: 16 Seat events: 95 Single-blocker events: 20 Multiple-blocker events: 7 Temporary aisle reoccupations: 36 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 96 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5771 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6573 Total stationary ticks: 64339 Seat-event requests: 199 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 409 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 409 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 198\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 01 | standardDataset=192/192 (100.00%) | independentSeedCohortDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | independentSeedCohortWorse=false | standardFamily=COMPLETE_CABIN | independentSeedCohortFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 28 INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:06:39 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2183790101901 Scenario number: 2 Scenario seed: 8454734244342331060 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 29.73% Blocker-prone seat share (topology component): 67.18% Aisle-assignment balance: 98.84% OUTCOME ------- Status: SUCCESS Completed ticks: 930 Passengers seated: 259/259 Average waiting ticks: 425.85 Longest waiting passenger: P94->24A(LEFT) Longest waiting ticks: 888 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles10-13:occupied=3:anchor=P179:selected=P100:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1968 Maximum occupied tiles: 12 Seat events: 131 Single-blocker events: 34 Multiple-blocker events: 11 Temporary aisle reoccupations: 56 RIGHT AISLE ----------- Total moves: 1924 Maximum occupied tiles: 11 Seat events: 128 Single-blocker events: 34 Multiple-blocker events: 10 Temporary aisle reoccupations: 54 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 87 Reservations granted: 87 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4588 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5821 Total stationary ticks: 114076 Seat-event requests: 274 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 657 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 657 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 273\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 28 INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:06:39 Experiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2183790101901 Scenario number: 2 Scenario seed: 8454734244342331060 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: INDEPENDENT_SEED_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 29.73% Blocker-prone seat share (topology component): 67.18% Aisle-assignment balance: 98.84% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2398 Passengers seated: 257/259 Average waiting ticks: 425.90 Longest waiting passenger: P116->32F(LEFT) Longest waiting ticks: 2301 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles26-29:occupied=3:anchor=P181:selected=P241:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 19 Regions dissolved: 1 Repeated reconstructions avoided: 19 Largest region lifetime: 20 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=20 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1967 Maximum occupied tiles: 16 Seat events: 129 Single-blocker events: 35 Multiple-blocker events: 9 Temporary aisle reoccupations: 53 RIGHT AISLE ----------- Total moves: 1924 Maximum occupied tiles: 16 Seat events: 128 Single-blocker events: 33 Multiple-blocker events: 10 Temporary aisle reoccupations: 53 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1732 Reservations granted: 1732 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8064 Longest unresolved passenger ID: 145 Longest unresolved row: 32 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P145(32A/LEFT) -> P116(32F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 145 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 13351 Total stationary ticks: 119683 Seat-event requests: 1916 Failed seat-event starts: 1659 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 116 Critical blocker identity: P116->32F(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P116(32F/LEFT/WAITING_FOR_SEAT_EVENT) P145(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1648 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 33|34 Critical blocker unavailable yield tiles: 33|34 Critical blocker yield-tile occupants: -1|-1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 11 Rear-boundary failures: 1648 Middle-bank reservation failures: 0 Active-event deferrals: 889 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 33|34 Current unavailable yield tiles: 33|34 Current yield-tile occupants: -1|-1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1915\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 02 | standardDataset=259/259 (100.00%) | independentSeedCohortDataset=257/259 (99.23%) | seatedDelta=-2 | completionDelta=-0.77% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | independentSeedCohortWorse=true | standardFamily=COMPLETE_CABIN | independentSeedCohortFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 28 INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:06:39 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2183790101901 Scenario number: 3 Scenario seed: -7429035378115113039 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1076 Passengers seated: 282/282 Average waiting ticks: 480.12 Longest waiting passenger: P15->30B(LEFT) Longest waiting ticks: 1029 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 7 Selected release potential total: 6 Last cluster decision: LEFT:tiles15-22:occupied=6:anchor=P267:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 45 Regions dissolved: 1 Repeated reconstructions avoided: 45 Largest region lifetime: 46 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=46 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2285 Maximum occupied tiles: 13 Seat events: 148 Single-blocker events: 38 Multiple-blocker events: 17 Temporary aisle reoccupations: 72 RIGHT AISLE ----------- Total moves: 2123 Maximum occupied tiles: 11 Seat events: 134 Single-blocker events: 27 Multiple-blocker events: 20 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 98 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5321 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6541 Total stationary ticks: 139752 Seat-event requests: 295 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 653 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 653 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 28 INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:06:40 Experiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2183790101901 Scenario number: 3 Scenario seed: -7429035378115113039 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: INDEPENDENT_SEED_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1039 Passengers seated: 282/282 Average waiting ticks: 475.95 Longest waiting passenger: P70->1E(LEFT) Longest waiting ticks: 1026 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2285 Maximum occupied tiles: 17 Seat events: 148 Single-blocker events: 39 Multiple-blocker events: 17 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 2123 Maximum occupied tiles: 17 Seat events: 134 Single-blocker events: 30 Multiple-blocker events: 18 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 98 Reservations granted: 98 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8719 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9747 Total stationary ticks: 141869 Seat-event requests: 290 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 597 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 597 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 290\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 03 | standardDataset=282/282 (100.00%) | independentSeedCohortDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | independentSeedCohortWorse=false | standardFamily=COMPLETE_CABIN | independentSeedCohortFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 28 INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:06:40 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2183790101901 Scenario number: 4 Scenario seed: -6466046258651166510 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.85% Blocker-prone seat share (topology component): 74.48% Aisle-assignment balance: 95.83% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2218 Passengers seated: 189/192 Average waiting ticks: 322.16 Longest waiting passenger: P58->29F(LEFT) Longest waiting ticks: 2148 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1616 Regions dissolved: 1 Repeated reconstructions avoided: 1616 Largest region lifetime: 1602 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1602:occupied=3 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1589 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1220 Maximum occupied tiles: 11 Seat events: 89 Single-blocker events: 25 Multiple-blocker events: 4 Temporary aisle reoccupations: 33 RIGHT AISLE ----------- Total moves: 1460 Maximum occupied tiles: 11 Seat events: 100 Single-blocker events: 23 Multiple-blocker events: 9 Temporary aisle reoccupations: 44 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1699 Reservations granted: 1699 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 2 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 3517 Longest unresolved passenger ID: 94 Longest unresolved row: 30 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P185(30A/LEFT) -> P94(30D/LEFT) -> P58(29F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 185 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 2 Total blocked ticks: 9058 Total stationary ticks: 67979 Seat-event requests: 1793 Failed seat-event starts: 1604 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 58 Critical blocker identity: P58->29F(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P58(29F/LEFT/WAITING_FOR_SEAT_EVENT) P94(30D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P185(30A/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1594 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 10 Rear-boundary failures: 1594 Middle-bank reservation failures: 0 Active-event deferrals: 356 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1792\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 28 INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:06:40 Experiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2183790101901 Scenario number: 4 Scenario seed: -6466046258651166510 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: INDEPENDENT_SEED_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 33.85% Blocker-prone seat share (topology component): 74.48% Aisle-assignment balance: 95.83% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2213 Passengers seated: 189/192 Average waiting ticks: 339.25 Longest waiting passenger: P58->29F(LEFT) Longest waiting ticks: 2124 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2040 Regions dissolved: 0 Repeated reconstructions avoided: 2040 Largest region lifetime: 2041 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2041:occupied=3 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1688 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1220 Maximum occupied tiles: 14 Seat events: 89 Single-blocker events: 24 Multiple-blocker events: 4 Temporary aisle reoccupations: 32 RIGHT AISLE ----------- Total moves: 1460 Maximum occupied tiles: 14 Seat events: 100 Single-blocker events: 22 Multiple-blocker events: 10 Temporary aisle reoccupations: 45 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1794 Reservations granted: 1791 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 2 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4823 Longest unresolved passenger ID: 94 Longest unresolved row: 30 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P185(30A/LEFT) -> P94(30D/LEFT) -> P58(29F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 185 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 2 Total blocked ticks: 11512 Total stationary ticks: 73307 Seat-event requests: 1885 Failed seat-event starts: 1696 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 58 Critical blocker identity: P58->29F(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P58(29F/LEFT/WAITING_FOR_SEAT_EVENT) P94(30D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P185(30A/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1694 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 2 Rear-boundary failures: 1694 Middle-bank reservation failures: 3 Active-event deferrals: 617 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1888\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 5\nSubstituted events started: 4\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 04 | standardDataset=189/192 (98.44%) | independentSeedCohortDataset=189/192 (98.44%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | independentSeedCohortWorse=false | standardFamily=REAR_BOUNDARY_LOCK | independentSeedCohortFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 28 INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:06:40 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2183790101901 Scenario number: 5 Scenario seed: -678189375755777864 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 98.58% OUTCOME ------- Status: SUCCESS Completed ticks: 1010 Passengers seated: 282/282 Average waiting ticks: 461.82 Longest waiting passenger: P12->25I(RIGHT) Longest waiting ticks: 948 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 5 Cluster candidates evaluated: 5 Executable cluster candidates: 3 Rejected cluster candidates: 2 Cluster selections: 3 Cluster-selected events started: 3 Largest detected cluster: 9 Selected release potential total: 18 Last cluster decision: RIGHT:tiles15-18:occupied=3:anchor=P131:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 101 Regions dissolved: 3 Repeated reconstructions avoided: 101 Largest region lifetime: 58 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=17 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 3 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2137 Maximum occupied tiles: 14 Seat events: 139 Single-blocker events: 33 Multiple-blocker events: 16 Temporary aisle reoccupations: 65 RIGHT AISLE ----------- Total moves: 2247 Maximum occupied tiles: 12 Seat events: 143 Single-blocker events: 46 Multiple-blocker events: 18 Temporary aisle reoccupations: 82 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 108 Reservations granted: 105 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5687 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7339 Total stationary ticks: 135201 Seat-event requests: 305 Failed seat-event starts: 23 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 771 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 23 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 771 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 305\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 8\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 28 INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:06:40 Experiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2183790101901 Scenario number: 5 Scenario seed: -678189375755777864 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: INDEPENDENT_SEED_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 98.58% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2470 Passengers seated: 275/282 Average waiting ticks: 466.79 Longest waiting passenger: P12->25I(RIGHT) Longest waiting ticks: 2415 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 3 Cluster candidates evaluated: 1 Executable cluster candidates: 0 Rejected cluster candidates: 1 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 7 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2173 Regions dissolved: 0 Repeated reconstructions avoided: 2173 Largest region lifetime: 2174 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2174:occupied=7 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1676 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2137 Maximum occupied tiles: 16 Seat events: 139 Single-blocker events: 34 Multiple-blocker events: 16 Temporary aisle reoccupations: 66 RIGHT AISLE ----------- Total moves: 2237 Maximum occupied tiles: 19 Seat events: 136 Single-blocker events: 40 Multiple-blocker events: 16 Temporary aisle reoccupations: 72 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 93 Reservations granted: 93 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 5 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 11111 Longest unresolved passenger ID: 144 Longest unresolved row: 32 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 6 Longest dependency chain: P72(27F/RIGHT) -> P219(29E/RIGHT) -> P61(30E/RIGHT) -> P40(32E/RIGHT) -> P144(32I/RIGHT) -> P3(31I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 72 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 5 Total blocked ticks: 24953 Total stationary ticks: 150246 Seat-event requests: 1965 Failed seat-event starts: 1690 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 3 Critical blocker identity: P3->31I(RIGHT) Direct fan-out: 1 Total indirect descendants: 5 Critical tree size including blocker: 6 Critical tree depth: 6 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 7 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P3(31I/RIGHT/WAITING_FOR_SEAT_EVENT) P144(32I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P40(32E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P61(30E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P219(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P72(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1679 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 2 Critical blocker required yield tiles: 32|33 Critical blocker unavailable yield tiles: 33 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1679 Rear-boundary failures: 11 Middle-bank reservation failures: 0 Active-event deferrals: 1321 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 32|33 Current unavailable yield tiles: 33 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1966\nPrecedence substitutions made: 10\nDependency chains followed: 10\nBlocked by waiting-row occupant: 10\nSubstituted events started: 10\nOccupied-space rejections: 1686\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 05 | standardDataset=282/282 (100.00%) | independentSeedCohortDataset=275/282 (97.52%) | seatedDelta=-7 | completionDelta=-2.48% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | independentSeedCohortWorse=true | standardFamily=COMPLETE_CABIN | independentSeedCohortFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 28 INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:06:40 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2183790101901 Scenario number: 6 Scenario seed: 3985320443938659 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.46% Blocker-prone seat share (topology component): 74.56% Aisle-assignment balance: 96.49% OUTCOME ------- Status: SUCCESS Completed ticks: 835 Passengers seated: 228/228 Average waiting ticks: 374.44 Longest waiting passenger: P57->1C(LEFT) Longest waiting ticks: 805 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1785 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 25 Multiple-blocker events: 15 Temporary aisle reoccupations: 59 RIGHT AISLE ----------- Total moves: 1508 Maximum occupied tiles: 12 Seat events: 110 Single-blocker events: 31 Multiple-blocker events: 5 Temporary aisle reoccupations: 41 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 119 Reservations granted: 119 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4210 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5175 Total stationary ticks: 88849 Seat-event requests: 233 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 504 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 504 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 233\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 28 INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:06:40 Experiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2183790101901 Scenario number: 6 Scenario seed: 3985320443938659 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: INDEPENDENT_SEED_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 32.46% Blocker-prone seat share (topology component): 74.56% Aisle-assignment balance: 96.49% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 1982 Passengers seated: 90/228 Average waiting ticks: 1064.59 Longest waiting passenger: P2->10E(RIGHT) Longest waiting ticks: 1982 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 28 Cluster candidates evaluated: 76 Executable cluster candidates: 0 Rejected cluster candidates: 76 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 29 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1786 Regions dissolved: 0 Repeated reconstructions avoided: 1786 Largest region lifetime: 1787 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1787:occupied=29 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1745 State changes reopening evaluation: 27 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1014 Maximum occupied tiles: 29 Seat events: 25 Single-blocker events: 4 Multiple-blocker events: 0 Temporary aisle reoccupations: 4 RIGHT AISLE ----------- Total moves: 1275 Maximum occupied tiles: 17 Seat events: 65 Single-blocker events: 16 Multiple-blocker events: 2 Temporary aisle reoccupations: 20 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1821 Reservations granted: 1821 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 109 Remaining moving in aisle: 25 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 44201 Longest unresolved passenger ID: 2 Longest unresolved row: 10 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 22 Longest dependency chain: P34(14C/LEFT) -> P72(15B/LEFT) -> P139(13B/LEFT) -> P50(16A/LEFT) -> P205(19C/LEFT) -> P87(14D/LEFT) -> P209(18C/LEFT) -> P170(20A/LEFT) -> P38(13A/LEFT) -> P65(20B/LEFT) -> P203(13E/LEFT) -> P222(20E/LEFT) -> P0(15D/LEFT) -> P157(24E/LEFT) -> P126(28A/LEFT) -> P199(24F/LEFT) -> P71(30F/LEFT) -> P56(27B/LEFT) -> P59(23C/LEFT) -> P81(22B/LEFT) -> P195(22A/LEFT) -> P220(22F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 34 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 25 Total blocked ticks: 55371 Total stationary ticks: 290356 Seat-event requests: 1877 Failed seat-event starts: 1787 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 220 Critical blocker identity: P220->22F(LEFT) Direct fan-out: 1 Total indirect descendants: 21 Critical tree size including blocker: 22 Critical tree depth: 22 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 29 Unresolved outside passengers: 109 Unresolved internal passengers outside critical tree: 7 Critical blocker tree: P220(22F/LEFT/WAITING_FOR_SEAT_EVENT) P195(22A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P81(22B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P59(23C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P56(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P71(30F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P199(24F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P126(28A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P157(24E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P0(15D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P222(20E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P203(13E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P65(20B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P38(13A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P170(20A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P209(18C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P87(14D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P205(19C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P50(16A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P139(13B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P72(15B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P34(14C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1777 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 23|24|25 Critical blocker unavailable yield tiles: 23|24|25 Critical blocker yield-tile occupants: 193|165|97 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 2 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1777 Rear-boundary failures: 10 Middle-bank reservation failures: 0 Active-event deferrals: 191 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 3 Trace length: 3 Yield-occupant trace: yieldOccupant[193]: P193(23F/LEFT/WAITING_AT_ROW@tile23) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[165]: P165(27C/LEFT/MOVING_IN_AISLE@tile24) -> P97(29B/LEFT/MOVING_IN_AISLE@tile25) -> P3(26F/LEFT/WAITING_AT_ROW@tile26) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[97]: P97(29B/LEFT/MOVING_IN_AISLE@tile25) -> P3(26F/LEFT/WAITING_AT_ROW@tile26) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P3->26F(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: false Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P193{seat=23F,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=23,directBlocker=-1,lastMoveTick=206,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} || P165{seat=27C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=24,directBlocker=97,lastMoveTick=198,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P97{seat=29B,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=25,directBlocker=3,lastMoveTick=197,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 23|24|25 Current unavailable yield tiles: 23|24|25 Current yield-tile occupants: 193|165|97 Final row-event chain: 220|193 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 4 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1877\nPrecedence substitutions made: 0\nDependency chains followed: 1770\nBlocked by waiting-row occupant: 1770\nSubstituted events started: 0\nOccupied-space rejections: 7136\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 06 | standardDataset=228/228 (100.00%) | independentSeedCohortDataset=90/228 (39.47%) | seatedDelta=-138 | completionDelta=-60.53% | outsideDelta=+109 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | independentSeedCohortWorse=true | standardFamily=COMPLETE_CABIN | independentSeedCohortFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 28 INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:06:40 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2183790101901 Scenario number: 7 Scenario seed: 641556936813105674 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 99.15% OUTCOME ------- Status: SUCCESS Completed ticks: 1259 Passengers seated: 353/353 Average waiting ticks: 580.72 Longest waiting passenger: P180->24H(RIGHT) Longest waiting ticks: 1206 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 17 Regions dissolved: 1 Repeated reconstructions avoided: 17 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=18 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3090 Maximum occupied tiles: 13 Seat events: 175 Single-blocker events: 45 Multiple-blocker events: 25 Temporary aisle reoccupations: 96 RIGHT AISLE ----------- Total moves: 3095 Maximum occupied tiles: 14 Seat events: 178 Single-blocker events: 53 Multiple-blocker events: 23 Temporary aisle reoccupations: 103 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 151 Reservations granted: 151 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8208 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9844 Total stationary ticks: 212154 Seat-event requests: 368 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 742 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 742 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 368\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 7\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 28 INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:06:40 Experiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2183790101901 Scenario number: 7 Scenario seed: 641556936813105674 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: INDEPENDENT_SEED_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 99.15% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2313 Passengers seated: 152/353 Average waiting ticks: 1251.36 Longest waiting passenger: P2->24A(LEFT) Longest waiting ticks: 2313 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 35 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 33 Selected release potential total: 0 Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 2075 Regions dissolved: 2 Repeated reconstructions avoided: 2075 Largest region lifetime: 2041 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=2041:occupied=33 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1980 State changes reopening evaluation: 34 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1678 Maximum occupied tiles: 34 Seat events: 39 Single-blocker events: 11 Multiple-blocker events: 2 Temporary aisle reoccupations: 15 RIGHT AISLE ----------- Total moves: 2691 Maximum occupied tiles: 20 Seat events: 113 Single-blocker events: 34 Multiple-blocker events: 11 Temporary aisle reoccupations: 57 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 2085 Reservations granted: 2085 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 167 Remaining moving in aisle: 32 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 64245 Longest unresolved passenger ID: 2 Longest unresolved row: 24 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 33 Longest dependency chain: P171(16G/LEFT) -> P87(16B/LEFT) -> P315(18A/LEFT) -> P183(17G/LEFT) -> P98(23C/LEFT) -> P175(19A/LEFT) -> P31(21A/LEFT) -> P79(22E/LEFT) -> P328(21E/LEFT) -> P283(25C/LEFT) -> P142(20A/LEFT) -> P24(22G/LEFT) -> P332(22C/LEFT) -> P56(17C/LEFT) -> P337(19G/LEFT) -> P102(35E/LEFT) -> P120(30A/LEFT) -> P166(35C/LEFT) -> P204(28A/LEFT) -> P345(27D/LEFT) -> P241(32C/LEFT) -> P75(35B/LEFT) -> P0(29A/LEFT) -> P316(34C/LEFT) -> P201(31F/LEFT) -> P18(28F/LEFT) -> P21(36C/LEFT) -> P137(36B/LEFT) -> P29(34E/LEFT) -> P338(31E/LEFT) -> P300(32B/LEFT) -> P7(35A/LEFT) -> P1(33G/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 171 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 32 Total blocked ticks: 77323 Total stationary ticks: 513870 Seat-event requests: 2178 Failed seat-event starts: 2026 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 1 Critical blocker identity: P1->33G(LEFT) Direct fan-out: 1 Total indirect descendants: 32 Critical tree size including blocker: 33 Critical tree depth: 33 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 34 Unresolved outside passengers: 167 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P1(33G/LEFT/WAITING_FOR_SEAT_EVENT) P7(35A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P300(32B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P338(31E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P29(34E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P137(36B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P21(36C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P18(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P201(31F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P316(34C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P0(29A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P75(35B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P241(32C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P345(27D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P204(28A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P166(35C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P120(30A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P102(35E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P337(19G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P56(17C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P332(22C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P24(22G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P142(20A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P283(25C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P328(21E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P79(22E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P31(21A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P175(19A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P98(23C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P183(17G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P315(18A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P87(16B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P171(16G/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 2026 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 34|35|36 Critical blocker unavailable yield tiles: 36 Critical blocker yield-tile occupants: 269 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 2026 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 329 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[269]: P269(36F/LEFT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P269->36F(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P269{seat=36F,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=263,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 34|35|36 Current unavailable yield tiles: 36 Current yield-tile occupants: 269 Final row-event chain: 1|269 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2178\nPrecedence substitutions made: 6\nDependency chains followed: 2027\nBlocked by waiting-row occupant: 2027\nSubstituted events started: 7\nOccupied-space rejections: 2034\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 07 | standardDataset=353/353 (100.00%) | independentSeedCohortDataset=152/353 (43.06%) | seatedDelta=-201 | completionDelta=-56.94% | outsideDelta=+167 | clustersDetected=3 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | independentSeedCohortWorse=true | standardFamily=COMPLETE_CABIN | independentSeedCohortFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 28 INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:06:40 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2183790101901 Scenario number: 8 Scenario seed: -6739512752797946725 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 288 Occupancy: 80% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.13% Blocker-prone seat share (topology component): 60.42% Aisle-assignment balance: 95.83% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2564 Passengers seated: 274/288 Average waiting ticks: 493.86 Longest waiting passenger: P41->22F(LEFT) Longest waiting ticks: 2537 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 7 Cluster candidates evaluated: 2 Executable cluster candidates: 0 Rejected cluster candidates: 2 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 8 Selected release potential total: 0 Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 3521 Regions dissolved: 0 Repeated reconstructions avoided: 3521 Largest region lifetime: 1805 Maximum simultaneous active regions: 2 Regions active at termination: 2 Last lifecycle event: TRACK:R1:age=1805:localMembers=5 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1700 State changes reopening evaluation: 5 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2420 Maximum occupied tiles: 18 Seat events: 124 Single-blocker events: 29 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 2532 Maximum occupied tiles: 14 Seat events: 150 Single-blocker events: 40 Multiple-blocker events: 19 Temporary aisle reoccupations: 83 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1863 Reservations granted: 1863 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 10 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 18217 Longest unresolved passenger ID: 174 Longest unresolved row: 36 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 5 Longest dependency chain: P179(34C/LEFT) -> P107(26C/LEFT) -> P12(33C/LEFT) -> P235(36C/LEFT) -> P111(27G/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 179 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 10 Total blocked ticks: 31792 Total stationary ticks: 164850 Seat-event requests: 2026 Failed seat-event starts: 1752 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 45 Critical blocker identity: P45->35G(LEFT) Direct fan-out: 1 Total indirect descendants: 4 Critical tree size including blocker: 5 Critical tree depth: 5 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 14 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 9 Critical blocker tree: P45(35G/LEFT/WAITING_FOR_SEAT_EVENT) P174(36F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P245(36E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P43(34G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P185(35E/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1706 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 2 Critical blocker required yield tiles: 36|37 Critical blocker unavailable yield tiles: 37 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 3 Yield-tile occupied failures: 1706 Rear-boundary failures: 46 Middle-bank reservation failures: 0 Active-event deferrals: 821 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 36|37 Current unavailable yield tiles: 37 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 4 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2026\nPrecedence substitutions made: 1\nDependency chains followed: 11\nBlocked by waiting-row occupant: 11\nSubstituted events started: 1\nOccupied-space rejections: 3428\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 28 INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:06:40 Experiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2183790101901 Scenario number: 8 Scenario seed: -6739512752797946725 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 288 Occupancy: 80% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: INDEPENDENT_SEED_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 28.13% Blocker-prone seat share (topology component): 60.42% Aisle-assignment balance: 95.83% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2138 Passengers seated: 124/288 Average waiting ticks: 1109.43 Longest waiting passenger: P1->12I(RIGHT) Longest waiting ticks: 2138 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 23 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 27 Selected release potential total: 0 Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 3778 Regions dissolved: 0 Repeated reconstructions avoided: 3778 Largest region lifetime: 1892 Maximum simultaneous active regions: 2 Regions active at termination: 2 Last lifecycle event: TRACK:R1:age=1892:localMembers=5 Confirmation deferral ticks: 3 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1840 State changes reopening evaluation: 21 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1509 Maximum occupied tiles: 33 Seat events: 35 Single-blocker events: 11 Multiple-blocker events: 2 Temporary aisle reoccupations: 15 RIGHT AISLE ----------- Total moves: 2161 Maximum occupied tiles: 19 Seat events: 89 Single-blocker events: 20 Multiple-blocker events: 10 Temporary aisle reoccupations: 43 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1938 Reservations granted: 1935 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 131 Remaining moving in aisle: 30 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 55876 Longest unresolved passenger ID: 1 Longest unresolved row: 12 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 27 Longest dependency chain: P164(22B/LEFT) -> P287(23B/LEFT) -> P263(25B/LEFT) -> P191(18A/LEFT) -> P21(16G/LEFT) -> P36(15A/LEFT) -> P218(21B/LEFT) -> P238(16A/LEFT) -> P26(18C/LEFT) -> P240(17B/LEFT) -> P277(18B/LEFT) -> P133(17D/LEFT) -> P122(14A/LEFT) -> P237(25A/LEFT) -> P194(18G/LEFT) -> P92(21A/LEFT) -> P204(21F/LEFT) -> P99(23G/LEFT) -> P195(22A/LEFT) -> P25(23F/LEFT) -> P62(25G/LEFT) -> P272(30B/LEFT) -> P179(34C/LEFT) -> P107(26C/LEFT) -> P12(33C/LEFT) -> P235(36C/LEFT) -> P111(27G/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 164 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 30 Total blocked ticks: 68737 Total stationary ticks: 381676 Seat-event requests: 2004 Failed seat-event starts: 1880 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 111 Critical blocker identity: P111->27G(LEFT) Direct fan-out: 1 Total indirect descendants: 26 Critical tree size including blocker: 27 Critical tree depth: 27 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 33 Unresolved outside passengers: 131 Unresolved internal passengers outside critical tree: 6 Critical blocker tree: P111(27G/LEFT/WAITING_FOR_SEAT_EVENT) P235(36C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P12(33C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P107(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P179(34C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P272(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P62(25G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P25(23F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P195(22A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P99(23G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P204(21F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P92(21A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P194(18G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P237(25A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P122(14A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P133(17D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P277(18B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P240(17B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P26(18C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P238(16A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P218(21B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P36(15A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P21(16G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P191(18A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P263(25B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P287(23B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P164(22B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1868 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 28|29|30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 75 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1868 Rear-boundary failures: 12 Middle-bank reservation failures: 3 Active-event deferrals: 304 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[75]: P75(30A/LEFT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P75->30A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P75{seat=30A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=250,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 28|29|30 Current unavailable yield tiles: 30 Current yield-tile occupants: 75 Final row-event chain: 111|75 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2007\nPrecedence substitutions made: 1\nDependency chains followed: 1864\nBlocked by waiting-row occupant: 1864\nSubstituted events started: 1\nOccupied-space rejections: 7462\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 08 | standardDataset=274/288 (95.14%) | independentSeedCohortDataset=124/288 (43.06%) | seatedDelta=-150 | completionDelta=-52.08% | outsideDelta=+131 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | independentSeedCohortWorse=true | standardFamily=REAR_BOUNDARY_LOCK | independentSeedCohortFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 28 INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:06:40 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2183790101901 Scenario number: 9 Scenario seed: 2911177715597538727 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.77% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 92.98% OUTCOME ------- Status: SUCCESS Completed ticks: 863 Passengers seated: 228/228 Average waiting ticks: 372.43 Longest waiting passenger: P212->20D(LEFT) Longest waiting ticks: 804 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 16 Regions dissolved: 1 Repeated reconstructions avoided: 16 Largest region lifetime: 17 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=17 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1807 Maximum occupied tiles: 11 Seat events: 122 Single-blocker events: 31 Multiple-blocker events: 12 Temporary aisle reoccupations: 58 RIGHT AISLE ----------- Total moves: 1533 Maximum occupied tiles: 11 Seat events: 106 Single-blocker events: 27 Multiple-blocker events: 7 Temporary aisle reoccupations: 41 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 121 Reservations granted: 121 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4251 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5275 Total stationary ticks: 88510 Seat-event requests: 235 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 483 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 483 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 235\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 28 INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:06:40 Experiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2183790101901 Scenario number: 9 Scenario seed: 2911177715597538727 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: INDEPENDENT_SEED_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 33.77% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 92.98% OUTCOME ------- Status: SUCCESS Completed ticks: 846 Passengers seated: 228/228 Average waiting ticks: 381.68 Longest waiting passenger: P107->5B(LEFT) Longest waiting ticks: 834 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1807 Maximum occupied tiles: 16 Seat events: 122 Single-blocker events: 28 Multiple-blocker events: 15 Temporary aisle reoccupations: 61 RIGHT AISLE ----------- Total moves: 1533 Maximum occupied tiles: 16 Seat events: 106 Single-blocker events: 28 Multiple-blocker events: 5 Temporary aisle reoccupations: 38 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 125 Reservations granted: 120 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6899 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7725 Total stationary ticks: 93198 Seat-event requests: 233 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 378 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 378 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 239\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 09 | standardDataset=228/228 (100.00%) | independentSeedCohortDataset=228/228 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | independentSeedCohortWorse=false | standardFamily=COMPLETE_CABIN | independentSeedCohortFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 28 INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:06:40 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2183790101901 Scenario number: 10 Scenario seed: -5247159319925043468 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.05% Blocker-prone seat share (topology component): 60.34% Aisle-assignment balance: 98.02% OUTCOME ------- Status: SUCCESS Completed ticks: 1265 Passengers seated: 353/353 Average waiting ticks: 580.95 Longest waiting passenger: P257->23H(RIGHT) Longest waiting ticks: 1211 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 24 Regions dissolved: 1 Repeated reconstructions avoided: 24 Largest region lifetime: 25 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=25 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3167 Maximum occupied tiles: 15 Seat events: 173 Single-blocker events: 42 Multiple-blocker events: 30 Temporary aisle reoccupations: 107 RIGHT AISLE ----------- Total moves: 3044 Maximum occupied tiles: 13 Seat events: 180 Single-blocker events: 36 Multiple-blocker events: 26 Temporary aisle reoccupations: 91 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 155 Reservations granted: 155 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7963 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9716 Total stationary ticks: 211986 Seat-event requests: 374 Failed seat-event starts: 21 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 839 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 21 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 839 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 374\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 6\nOccupied-space rejections: 28\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 28 INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:06:40 Experiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2183790101901 Scenario number: 10 Scenario seed: -5247159319925043468 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: INDEPENDENT_SEED_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 28.05% Blocker-prone seat share (topology component): 60.34% Aisle-assignment balance: 98.02% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2739 Passengers seated: 341/353 Average waiting ticks: 594.83 Longest waiting passenger: P348->7I(RIGHT) Longest waiting ticks: 2732 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 5 Cluster candidates evaluated: 7 Executable cluster candidates: 3 Rejected cluster candidates: 4 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 6 Selected release potential total: 6 Last cluster decision: RIGHT:region=R3:result=LOWER_HIERARCHICAL_PRIORITY_DEFERRED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 3900 Regions dissolved: 1 Repeated reconstructions avoided: 3900 Largest region lifetime: 2371 Maximum simultaneous active regions: 2 Regions active at termination: 2 Last lifecycle event: UPDATE:R3:age=1521:occupied=6 Confirmation deferral ticks: 6 Regions reaching confirmation: 3 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1765 State changes reopening evaluation: 3 Region priority competitions: 1506 Regions ranked: 3012 Hierarchical selections: 1506 Lower-priority evaluations deferred: 1504 Highest selected priority score: 6710 Left/right priority wins: 1506/0 Priority ties: 1407 Last priority decision: LEFT:R1:score=6710 | RIGHT:R3:score=6710 | selected=LEFT LEFT AISLE ---------- Total moves: 3160 Maximum occupied tiles: 21 Seat events: 167 Single-blocker events: 40 Multiple-blocker events: 27 Temporary aisle reoccupations: 98 RIGHT AISLE ----------- Total moves: 3020 Maximum occupied tiles: 19 Seat events: 174 Single-blocker events: 35 Multiple-blocker events: 23 Temporary aisle reoccupations: 84 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1926 Reservations granted: 1920 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 8 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 16021 Longest unresolved passenger ID: 123 Longest unresolved row: 33 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 5 Longest dependency chain: P221(31B/LEFT) -> P130(32F/LEFT) -> P273(33A/LEFT) -> P123(33C/LEFT) -> P270(33G/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 221 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 8 Total blocked ticks: 37452 Total stationary ticks: 236975 Seat-event requests: 3638 Failed seat-event starts: 3297 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 270 Critical blocker identity: P270->33G(LEFT) Direct fan-out: 1 Total indirect descendants: 4 Critical tree size including blocker: 5 Critical tree depth: 5 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 12 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 7 Critical blocker tree: P270(33G/LEFT/WAITING_FOR_SEAT_EVENT) P123(33C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P273(33A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P130(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P221(31B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 3297 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 34|35|36 Critical blocker unavailable yield tiles: 35 Critical blocker yield-tile occupants: 200 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 3297 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 1743 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[200]: P200(35A/LEFT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P200->35A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P200{seat=35A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=35,directBlocker=-1,lastMoveTick=351,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 34|35|36 Current unavailable yield tiles: 35 Current yield-tile occupants: 200 Final row-event chain: 270|200 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3642\nPrecedence substitutions made: 9\nDependency chains followed: 1782\nBlocked by waiting-row occupant: 1782\nSubstituted events started: 11\nOccupied-space rejections: 3311\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 10 | standardDataset=353/353 (100.00%) | independentSeedCohortDataset=341/353 (96.60%) | seatedDelta=-12 | completionDelta=-3.40% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | independentSeedCohortWorse=true | standardFamily=COMPLETE_CABIN | independentSeedCohortFamily=LINKED_ROW_EVENT_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 28 INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:06:40 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2183790101901 Scenario number: 11 Scenario seed: -2422027683805345328 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.12% Blocker-prone seat share (topology component): 59.15% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 1101 Passengers seated: 306/306 Average waiting ticks: 514.64 Longest waiting passenger: P54->23B(LEFT) Longest waiting ticks: 1066 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 3 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 6 Selected release potential total: 5 Last cluster decision: RIGHT:tiles12-16:occupied=4:anchor=P291:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 30 Regions dissolved: 2 Repeated reconstructions avoided: 30 Largest region lifetime: 19 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=19 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2539 Maximum occupied tiles: 12 Seat events: 153 Single-blocker events: 36 Multiple-blocker events: 18 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 2713 Maximum occupied tiles: 13 Seat events: 153 Single-blocker events: 46 Multiple-blocker events: 23 Temporary aisle reoccupations: 96 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 125 Reservations granted: 125 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6275 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7643 Total stationary ticks: 162730 Seat-event requests: 329 Failed seat-event starts: 23 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 691 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 23 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 691 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 328\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 25\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 28 INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:06:41 Experiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2183790101901 Scenario number: 11 Scenario seed: -2422027683805345328 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: INDEPENDENT_SEED_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 27.12% Blocker-prone seat share (topology component): 59.15% Aisle-assignment balance: 100.00% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2584 Passengers seated: 300/306 Average waiting ticks: 516.64 Longest waiting passenger: P181->35D(RIGHT) Longest waiting ticks: 2487 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 4 Cluster candidates evaluated: 7 Executable cluster candidates: 3 Rejected cluster candidates: 4 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 6 Selected release potential total: 5 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 2287 Regions dissolved: 1 Repeated reconstructions avoided: 2287 Largest region lifetime: 2273 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2273:occupied=6 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1715 State changes reopening evaluation: 3 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2539 Maximum occupied tiles: 19 Seat events: 153 Single-blocker events: 37 Multiple-blocker events: 18 Temporary aisle reoccupations: 74 RIGHT AISLE ----------- Total moves: 2706 Maximum occupied tiles: 20 Seat events: 147 Single-blocker events: 41 Multiple-blocker events: 21 Temporary aisle reoccupations: 87 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1853 Reservations granted: 1853 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 4 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 10223 Longest unresolved passenger ID: 82 Longest unresolved row: 35 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 5 Longest dependency chain: P141(35J/RIGHT) -> P195(33E/RIGHT) -> P240(34F/RIGHT) -> P82(35E/RIGHT) -> P181(35D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 141 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 4 Total blocked ticks: 24957 Total stationary ticks: 176196 Seat-event requests: 2045 Failed seat-event starts: 1745 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 181 Critical blocker identity: P181->35D(RIGHT) Direct fan-out: 1 Total indirect descendants: 4 Critical tree size including blocker: 5 Critical tree depth: 5 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 6 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P181(35D/RIGHT/WAITING_FOR_SEAT_EVENT) P82(35E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P240(34F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P195(33E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P141(35J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1744 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 36 Critical blocker unavailable yield tiles: 36 Critical blocker yield-tile occupants: 248 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 2 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1744 Rear-boundary failures: 1 Middle-bank reservation failures: 0 Active-event deferrals: 1513 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[248]: P248(36I/RIGHT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P248->36I(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P248{seat=36I,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=259,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 36 Current unavailable yield tiles: 36 Current yield-tile occupants: 248 Final row-event chain: 181|248 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2043\nPrecedence substitutions made: 4\nDependency chains followed: 1737\nBlocked by waiting-row occupant: 1737\nSubstituted events started: 6\nOccupied-space rejections: 1750\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 11 | standardDataset=306/306 (100.00%) | independentSeedCohortDataset=300/306 (98.04%) | seatedDelta=-6 | completionDelta=-1.96% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | independentSeedCohortWorse=true | standardFamily=COMPLETE_CABIN | independentSeedCohortFamily=LINKED_ROW_EVENT_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 28 INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:06:41 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2183790101901 Scenario number: 12 Scenario seed: 1940367191379968800 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.07% Blocker-prone seat share (topology component): 59.36% Aisle-assignment balance: 93.57% OUTCOME ------- Status: SUCCESS Completed ticks: 1326 Passengers seated: 342/342 Average waiting ticks: 582.61 Longest waiting passenger: P195->31D(RIGHT) Longest waiting ticks: 1258 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 3 Executable cluster candidates: 3 Rejected cluster candidates: 0 Cluster selections: 3 Cluster-selected events started: 4 Largest detected cluster: 7 Selected release potential total: 12 Last cluster decision: LEFT:tiles1-9:occupied=7:anchor=P285:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 80 Regions dissolved: 3 Repeated reconstructions avoided: 80 Largest region lifetime: 58 Maximum simultaneous active regions: 2 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=58 Confirmation deferral ticks: 6 Regions reaching confirmation: 3 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2823 Maximum occupied tiles: 15 Seat events: 160 Single-blocker events: 37 Multiple-blocker events: 26 Temporary aisle reoccupations: 93 RIGHT AISLE ----------- Total moves: 3180 Maximum occupied tiles: 13 Seat events: 182 Single-blocker events: 58 Multiple-blocker events: 25 Temporary aisle reoccupations: 112 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 159 Reservations granted: 157 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7263 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9139 Total stationary ticks: 205436 Seat-event requests: 372 Failed seat-event starts: 30 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 954 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 30 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 954 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 10\nOccupied-space rejections: 40\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 28 INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:06:41 Experiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2183790101901 Scenario number: 12 Scenario seed: 1940367191379968800 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: INDEPENDENT_SEED_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 28.07% Blocker-prone seat share (topology component): 59.36% Aisle-assignment balance: 93.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2249 Passengers seated: 145/342 Average waiting ticks: 1236.72 Longest waiting passenger: P0->14J(RIGHT) Longest waiting ticks: 2249 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 44 Cluster candidates evaluated: 125 Executable cluster candidates: 0 Rejected cluster candidates: 125 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 34 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1921 Regions dissolved: 0 Repeated reconstructions avoided: 1921 Largest region lifetime: 1922 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1922:occupied=34 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1859 State changes reopening evaluation: 43 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2474 Maximum occupied tiles: 19 Seat events: 102 Single-blocker events: 22 Multiple-blocker events: 12 Temporary aisle reoccupations: 46 RIGHT AISLE ----------- Total moves: 1807 Maximum occupied tiles: 34 Seat events: 43 Single-blocker events: 12 Multiple-blocker events: 5 Temporary aisle reoccupations: 22 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 69 Reservations granted: 67 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 163 Remaining moving in aisle: 30 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 56705 Longest unresolved passenger ID: 0 Longest unresolved row: 14 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 26 Longest dependency chain: P157(19H/RIGHT) -> P142(22J/RIGHT) -> P337(23I/RIGHT) -> P314(18J/RIGHT) -> P215(25H/RIGHT) -> P325(25F/RIGHT) -> P241(23D/RIGHT) -> P61(23H/RIGHT) -> P264(15D/RIGHT) -> P165(16H/RIGHT) -> P287(19D/RIGHT) -> P56(15I/RIGHT) -> P172(25I/RIGHT) -> P34(20I/RIGHT) -> P244(25D/RIGHT) -> P127(22G/RIGHT) -> P47(20J/RIGHT) -> P183(22I/RIGHT) -> P263(22D/RIGHT) -> P195(31D/RIGHT) -> P228(31I/RIGHT) -> P89(27F/RIGHT) -> P27(27E/RIGHT) -> P43(27I/RIGHT) -> P332(26D/RIGHT) -> P291(26I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 157 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 30 Total blocked ticks: 72378 Total stationary ticks: 486597 Seat-event requests: 2057 Failed seat-event starts: 1912 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 291 Critical blocker identity: P291->26I(RIGHT) Direct fan-out: 1 Total indirect descendants: 25 Critical tree size including blocker: 26 Critical tree depth: 26 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 34 Unresolved outside passengers: 163 Unresolved internal passengers outside critical tree: 8 Critical blocker tree: P291(26I/RIGHT/WAITING_FOR_SEAT_EVENT) P332(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P43(27I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P27(27E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P89(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P228(31I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P195(31D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P263(22D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P183(22I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P47(20J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P127(22G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P244(25D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P34(20I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P172(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P56(15I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P287(19D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P165(16H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P264(15D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P61(23H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P241(23D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P325(25F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P215(25H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P314(18J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P337(23I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P142(22J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P157(19H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1912 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 27 Critical blocker unavailable yield tiles: 27 Critical blocker yield-tile occupants: 245 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 2 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1912 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 336 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[245]: P245(34I/RIGHT/MOVING_IN_AISLE@tile27) -> P298(28I/RIGHT/WAITING_AT_ROW@tile28) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P298->28I(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P245{seat=34I,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=27,directBlocker=298,lastMoveTick=333,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 27 Current unavailable yield tiles: 27 Current yield-tile occupants: 245 Final row-event chain: 291|245|298 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 4 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2059\nPrecedence substitutions made: 3\nDependency chains followed: 10\nBlocked by waiting-row occupant: 10\nSubstituted events started: 3\nOccupied-space rejections: 1995\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 12 | standardDataset=342/342 (100.00%) | independentSeedCohortDataset=145/342 (42.40%) | seatedDelta=-197 | completionDelta=-57.60% | outsideDelta=+163 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | independentSeedCohortWorse=true | standardFamily=COMPLETE_CABIN | independentSeedCohortFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 28 INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:06:41 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2183790101901 Scenario number: 13 Scenario seed: 924531067194441349 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.10% Blocker-prone seat share (topology component): 58.50% Aisle-assignment balance: 94.77% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2523 Passengers seated: 256/306 Average waiting ticks: 578.51 Longest waiting passenger: P41->34F(LEFT) Longest waiting ticks: 2523 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 41 Cluster candidates evaluated: 37 Executable cluster candidates: 0 Rejected cluster candidates: 37 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 35 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2093 Regions dissolved: 0 Repeated reconstructions avoided: 2093 Largest region lifetime: 2094 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2094:occupied=35 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1798 State changes reopening evaluation: 40 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2174 Maximum occupied tiles: 35 Seat events: 111 Single-blocker events: 29 Multiple-blocker events: 7 Temporary aisle reoccupations: 44 RIGHT AISLE ----------- Total moves: 2545 Maximum occupied tiles: 12 Seat events: 145 Single-blocker events: 37 Multiple-blocker events: 13 Temporary aisle reoccupations: 63 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1943 Reservations granted: 1942 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 15 Remaining moving in aisle: 32 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 58524 Longest unresolved passenger ID: 41 Longest unresolved row: 34 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 15 Longest dependency chain: P2(30B/LEFT) -> P101(11B/LEFT) -> P143(5F/LEFT) -> P24(28B/LEFT) -> P33(19A/LEFT) -> P118(35A/LEFT) -> P268(9D/LEFT) -> P87(36A/LEFT) -> P36(13B/LEFT) -> P194(25G/LEFT) -> P126(14B/LEFT) -> P80(17E/LEFT) -> P32(30E/LEFT) -> P11(24D/LEFT) -> P0(15G/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 2 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 32 Total blocked ticks: 70436 Total stationary ticks: 239939 Seat-event requests: 2112 Failed seat-event starts: 1856 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 0 Critical blocker identity: P0->15G(LEFT) Direct fan-out: 1 Total indirect descendants: 14 Critical tree size including blocker: 15 Critical tree depth: 15 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 35 Unresolved outside passengers: 15 Unresolved internal passengers outside critical tree: 20 Critical blocker tree: P0(15G/LEFT/WAITING_FOR_SEAT_EVENT) P11(24D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P32(30E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P80(17E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P126(14B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P194(25G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P36(13B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P87(36A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P268(9D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P118(35A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P33(19A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P24(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P143(5F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P101(11B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P2(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1731 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 16|17 Critical blocker unavailable yield tiles: 17 Critical blocker yield-tile occupants: 58 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1731 Rear-boundary failures: 125 Middle-bank reservation failures: 1 Active-event deferrals: 828 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 5 Yield-occupant trace: yieldOccupant[58]: P58(18B/LEFT/MOVING_IN_AISLE@tile17) -> P67(22G/LEFT/MOVING_IN_AISLE@tile18) -> P264(31D/LEFT/MOVING_IN_AISLE@tile19) -> P219(32E/LEFT/MOVING_IN_AISLE@tile20) -> P271(21B/LEFT/WAITING_AT_ROW@tile21) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P271->21B(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P58{seat=18B,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=17,directBlocker=67,lastMoveTick=798,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 16|17 Current unavailable yield tiles: 17 Current yield-tile occupants: 58 Final row-event chain: 0|58|67|264|219|271 Final row-event chain length: 6 Distinct row events in chain: 6 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2113\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1750\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 28 INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:06:41 Experiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2183790101901 Scenario number: 13 Scenario seed: 924531067194441349 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: INDEPENDENT_SEED_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 28.10% Blocker-prone seat share (topology component): 58.50% Aisle-assignment balance: 94.77% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2152 Passengers seated: 113/306 Average waiting ticks: 1226.38 Longest waiting passenger: P0->15G(LEFT) Longest waiting ticks: 2152 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 34 Cluster candidates evaluated: 62 Executable cluster candidates: 0 Rejected cluster candidates: 62 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 36 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1971 Regions dissolved: 0 Repeated reconstructions avoided: 1971 Largest region lifetime: 1972 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1972:occupied=36 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1929 State changes reopening evaluation: 33 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1258 Maximum occupied tiles: 36 Seat events: 22 Single-blocker events: 4 Multiple-blocker events: 2 Temporary aisle reoccupations: 8 RIGHT AISLE ----------- Total moves: 2198 Maximum occupied tiles: 19 Seat events: 91 Single-blocker events: 24 Multiple-blocker events: 7 Temporary aisle reoccupations: 38 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 50 Reservations granted: 48 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 157 Remaining moving in aisle: 33 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 63814 Longest unresolved passenger ID: 0 Longest unresolved row: 15 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 31 Longest dependency chain: P51(19G/LEFT) -> P37(23D/LEFT) -> P107(17A/LEFT) -> P28(22B/LEFT) -> P166(20B/LEFT) -> P169(22D/LEFT) -> P124(21C/LEFT) -> P183(16E/LEFT) -> P18(16F/LEFT) -> P202(18E/LEFT) -> P232(14A/LEFT) -> P224(16C/LEFT) -> P149(24C/LEFT) -> P99(29A/LEFT) -> P168(32F/LEFT) -> P260(34E/LEFT) -> P244(33A/LEFT) -> P41(34F/LEFT) -> P2(30B/LEFT) -> P24(28B/LEFT) -> P118(35A/LEFT) -> P87(36A/LEFT) -> P32(30E/LEFT) -> P264(31D/LEFT) -> P219(32E/LEFT) -> P5(27E/LEFT) -> P172(35C/LEFT) -> P167(30A/LEFT) -> P280(35B/LEFT) -> P294(32A/LEFT) -> P92(31B/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 51 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 33 Total blocked ticks: 76289 Total stationary ticks: 444868 Seat-event requests: 2082 Failed seat-event starts: 1969 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 92 Critical blocker identity: P92->31B(LEFT) Direct fan-out: 1 Total indirect descendants: 30 Critical tree size including blocker: 31 Critical tree depth: 31 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 36 Unresolved outside passengers: 157 Unresolved internal passengers outside critical tree: 5 Critical blocker tree: P92(31B/LEFT/WAITING_FOR_SEAT_EVENT) P294(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P280(35B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P167(30A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P172(35C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P5(27E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P219(32E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P264(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P32(30E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P87(36A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P118(35A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P24(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P2(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P41(34F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P244(33A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P260(34E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P168(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P99(29A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P149(24C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P224(16C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P232(14A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P202(18E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P18(16F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P183(16E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P124(21C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P169(22D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P166(20B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P28(22B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P107(17A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P37(23D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P51(19G/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1961 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 32 Critical blocker unavailable yield tiles: 32 Critical blocker yield-tile occupants: 46 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 2 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1961 Rear-boundary failures: 8 Middle-bank reservation failures: 2 Active-event deferrals: 219 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[46]: P46(32B/LEFT/WAITING_AT_ROW@tile32) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P46->32B(LEFT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P46{seat=32B,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=32,directBlocker=-1,lastMoveTick=187,reason=WAITING_FOR_SEAT_EVENT,prerequisite=YIELD_TILE_OCCUPIED} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 32 Current unavailable yield tiles: 32 Current yield-tile occupants: 46 Final row-event chain: 92|46 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2084\nPrecedence substitutions made: 4\nDependency chains followed: 1961\nBlocked by waiting-row occupant: 1961\nSubstituted events started: 4\nOccupied-space rejections: 7868\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 13 | standardDataset=256/306 (83.66%) | independentSeedCohortDataset=113/306 (36.93%) | seatedDelta=-143 | completionDelta=-46.73% | outsideDelta=+142 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | independentSeedCohortWorse=true | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | independentSeedCohortFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 28 INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:06:41 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2183790101901 Scenario number: 14 Scenario seed: -5423424710266000468 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 93.86% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2271 Passengers seated: 197/228 Average waiting ticks: 572.06 Longest waiting passenger: P0->9G(RIGHT) Longest waiting ticks: 2271 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1626 Regions dissolved: 0 Repeated reconstructions avoided: 1626 Largest region lifetime: 1627 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1627:occupied=3 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1624 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1478 Maximum occupied tiles: 10 Seat events: 107 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 1300 Maximum occupied tiles: 11 Seat events: 90 Single-blocker events: 22 Multiple-blocker events: 4 Temporary aisle reoccupations: 30 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1731 Reservations granted: 1729 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 26 Remaining moving in aisle: 3 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 5197 Longest unresolved passenger ID: 0 Longest unresolved row: 9 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P113(26G/RIGHT) -> P84(6D/RIGHT) -> P20(3C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 113 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 12263 Total stationary ticks: 137997 Seat-event requests: 1832 Failed seat-event starts: 1635 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 20 Critical blocker identity: P20->3C(RIGHT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 5 Unresolved outside passengers: 26 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P20(3C/RIGHT/WAITING_FOR_SEAT_EVENT) P84(6D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P113(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1635 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 4|5|6 Critical blocker unavailable yield tiles: 6 Critical blocker yield-tile occupants: 62 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1635 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 413 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[62]: P62(15H/RIGHT/MOVING_IN_AISLE@tile6) -> P34(7D/RIGHT/WAITING_AT_ROW@tile7) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P34->7D(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P62{seat=15H,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=6,directBlocker=34,lastMoveTick=644,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 4|5|6 Current unavailable yield tiles: 6 Current yield-tile occupants: 62 Final row-event chain: 20|62|34 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1834\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1636\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 28 INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:06:41 Experiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2183790101901 Scenario number: 14 Scenario seed: -5423424710266000468 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: INDEPENDENT_SEED_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 93.86% OUTCOME ------- Status: SUCCESS Completed ticks: 846 Passengers seated: 228/228 Average waiting ticks: 392.83 Longest waiting passenger: P12->4D(RIGHT) Longest waiting ticks: 831 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 7 Regions dissolved: 1 Repeated reconstructions avoided: 7 Largest region lifetime: 8 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=8 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1478 Maximum occupied tiles: 14 Seat events: 107 Single-blocker events: 29 Multiple-blocker events: 8 Temporary aisle reoccupations: 47 RIGHT AISLE ----------- Total moves: 1786 Maximum occupied tiles: 16 Seat events: 121 Single-blocker events: 36 Multiple-blocker events: 10 Temporary aisle reoccupations: 60 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 126 Reservations granted: 121 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6107 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6830 Total stationary ticks: 94838 Seat-event requests: 235 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 370 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 370 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 240\nPrecedence substitutions made: 4\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 4\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 14 | standardDataset=197/228 (86.40%) | independentSeedCohortDataset=228/228 (100.00%) | seatedDelta=+31 | completionDelta=+13.60% | outsideDelta=-26 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=true | independentSeedCohortWorse=false | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | independentSeedCohortFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 28 INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:06:41 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2183790101901 Scenario number: 15 Scenario seed: 5234920149191577630 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 94.47% OUTCOME ------- Status: SUCCESS Completed ticks: 888 Passengers seated: 235/235 Average waiting ticks: 389.35 Longest waiting passenger: P177->26H(RIGHT) Longest waiting ticks: 831 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: RIGHT:tiles15-19:occupied=4:anchor=P87:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 37 Regions dissolved: 1 Repeated reconstructions avoided: 37 Largest region lifetime: 38 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=38 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1574 Maximum occupied tiles: 11 Seat events: 111 Single-blocker events: 30 Multiple-blocker events: 7 Temporary aisle reoccupations: 47 RIGHT AISLE ----------- Total moves: 1825 Maximum occupied tiles: 13 Seat events: 124 Single-blocker events: 30 Multiple-blocker events: 15 Temporary aisle reoccupations: 63 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 130 Reservations granted: 130 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4263 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5323 Total stationary ticks: 94962 Seat-event requests: 247 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 586 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 586 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 246\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 28 INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:06:41 Experiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2183790101901 Scenario number: 15 Scenario seed: 5234920149191577630 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: INDEPENDENT_SEED_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 94.47% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2011 Passengers seated: 131/235 Average waiting ticks: 913.40 Longest waiting passenger: P0->1B(LEFT) Longest waiting ticks: 2011 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 9 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 13 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1557 Regions dissolved: 1 Repeated reconstructions avoided: 1557 Largest region lifetime: 1543 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1543:occupied=13 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1532 State changes reopening evaluation: 8 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1354 Maximum occupied tiles: 15 Seat events: 68 Single-blocker events: 14 Multiple-blocker events: 4 Temporary aisle reoccupations: 23 RIGHT AISLE ----------- Total moves: 1468 Maximum occupied tiles: 17 Seat events: 63 Single-blocker events: 20 Multiple-blocker events: 4 Temporary aisle reoccupations: 29 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1619 Reservations granted: 1615 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 2 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 88 Remaining moving in aisle: 13 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 20165 Longest unresolved passenger ID: 0 Longest unresolved row: 1 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 13 Longest dependency chain: P226(13G/RIGHT) -> P119(16H/RIGHT) -> P140(13H/RIGHT) -> P61(15G/RIGHT) -> P223(12E/RIGHT) -> P168(18H/RIGHT) -> P219(18F/RIGHT) -> P221(18C/RIGHT) -> P64(20H/RIGHT) -> P50(12G/RIGHT) -> P134(20D/RIGHT) -> P14(18G/RIGHT) -> P18(13C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 226 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 13 Total blocked ticks: 30645 Total stationary ticks: 239723 Seat-event requests: 1679 Failed seat-event starts: 1548 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 18 Critical blocker identity: P18->13C(RIGHT) Direct fan-out: 1 Total indirect descendants: 12 Critical tree size including blocker: 13 Critical tree depth: 13 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 16 Unresolved outside passengers: 88 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P18(13C/RIGHT/WAITING_FOR_SEAT_EVENT) P14(18G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P134(20D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P50(12G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P64(20H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P221(18C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P219(18F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P168(18H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P223(12E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P61(15G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P140(13H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P119(16H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P226(13G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1548 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 14|15|16 Critical blocker unavailable yield tiles: 16 Critical blocker yield-tile occupants: 109 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1548 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 265 Simultaneous arbitration losses: 2 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[109]: P109(20F/RIGHT/MOVING_IN_AISLE@tile16) -> P87(17D/RIGHT/WAITING_AT_ROW@tile17) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P87->17D(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P109{seat=20F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=16,directBlocker=87,lastMoveTick=468,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 14|15|16 Current unavailable yield tiles: 16 Current yield-tile occupants: 109 Final row-event chain: 18|109|87 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1685\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 1549\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 15 | standardDataset=235/235 (100.00%) | independentSeedCohortDataset=131/235 (55.74%) | seatedDelta=-104 | completionDelta=-44.26% | outsideDelta=+88 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | independentSeedCohortWorse=true | standardFamily=COMPLETE_CABIN | independentSeedCohortFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 28 INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:06:41 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2183790101901 Scenario number: 16 Scenario seed: -1866960150028853595 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.39% Blocker-prone seat share (topology component): 67.15% Aisle-assignment balance: 97.08% OUTCOME ------- Status: SUCCESS Completed ticks: 987 Passengers seated: 274/274 Average waiting ticks: 449.73 Longest waiting passenger: P92->9E(RIGHT) Longest waiting ticks: 910 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2096 Maximum occupied tiles: 13 Seat events: 133 Single-blocker events: 34 Multiple-blocker events: 16 Temporary aisle reoccupations: 66 RIGHT AISLE ----------- Total moves: 2160 Maximum occupied tiles: 15 Seat events: 141 Single-blocker events: 38 Multiple-blocker events: 16 Temporary aisle reoccupations: 70 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 92 Reservations granted: 92 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5334 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6585 Total stationary ticks: 127767 Seat-event requests: 285 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 577 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 1 Middle-bank reservation failures: 0 Active-event deferrals: 577 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 285\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 28 INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:06:41 Experiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2183790101901 Scenario number: 16 Scenario seed: -1866960150028853595 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: INDEPENDENT_SEED_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 31.39% Blocker-prone seat share (topology component): 67.15% Aisle-assignment balance: 97.08% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2163 Passengers seated: 130/274 Average waiting ticks: 1068.11 Longest waiting passenger: P1->8B(LEFT) Longest waiting ticks: 2163 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 23 Cluster candidates evaluated: 92 Executable cluster candidates: 1 Rejected cluster candidates: 91 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 30 Selected release potential total: 3 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1921 Regions dissolved: 1 Repeated reconstructions avoided: 1921 Largest region lifetime: 1907 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1907:occupied=30 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1851 State changes reopening evaluation: 22 Region priority competitions: 3 Regions ranked: 6 Hierarchical selections: 3 Lower-priority evaluations deferred: 1 Highest selected priority score: 33110 Left/right priority wins: 3/0 Priority ties: 0 Last priority decision: LEFT:R1:score=33110 | RIGHT:R2:score=2210 | selected=LEFT LEFT AISLE ---------- Total moves: 1369 Maximum occupied tiles: 30 Seat events: 38 Single-blocker events: 10 Multiple-blocker events: 2 Temporary aisle reoccupations: 14 RIGHT AISLE ----------- Total moves: 1919 Maximum occupied tiles: 17 Seat events: 92 Single-blocker events: 24 Multiple-blocker events: 8 Temporary aisle reoccupations: 40 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 51 Reservations granted: 51 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 114 Remaining moving in aisle: 25 Remaining waiting at row: 5 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 46810 Longest unresolved passenger ID: 1 Longest unresolved row: 8 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 25 Longest dependency chain: P82(19B/LEFT) -> P252(16A/LEFT) -> P237(17B/LEFT) -> P85(15E/LEFT) -> P99(21F/LEFT) -> P198(12C/LEFT) -> P238(12A/LEFT) -> P268(20A/LEFT) -> P200(18D/LEFT) -> P255(13C/LEFT) -> P37(22F/LEFT) -> P110(14C/LEFT) -> P207(18E/LEFT) -> P163(21C/LEFT) -> P75(21D/LEFT) -> P16(19A/LEFT) -> P118(18B/LEFT) -> P209(22A/LEFT) -> P233(21E/LEFT) -> P140(29C/LEFT) -> P218(23B/LEFT) -> P98(30F/LEFT) -> P44(26B/LEFT) -> P70(31D/LEFT) -> P89(25B/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 82 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 25 Total blocked ticks: 63101 Total stationary ticks: 345299 Seat-event requests: 2023 Failed seat-event starts: 1893 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 89 Critical blocker identity: P89->25B(LEFT) Direct fan-out: 1 Total indirect descendants: 24 Critical tree size including blocker: 25 Critical tree depth: 25 Frozen internal components: 5 Terminal WAITING_FOR_SEAT_EVENT nodes: 5 Unresolved internal passengers: 30 Unresolved outside passengers: 114 Unresolved internal passengers outside critical tree: 5 Critical blocker tree: P89(25B/LEFT/WAITING_FOR_SEAT_EVENT) P70(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P44(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P98(30F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P218(23B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P140(29C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P233(21E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P209(22A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P118(18B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P16(19A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P75(21D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P163(21C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P207(18E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P110(14C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P37(22F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P255(13C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P200(18D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P268(20A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P238(12A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P198(12C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P99(21F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P85(15E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P237(17B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P252(16A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P82(19B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1892 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 26 Critical blocker unavailable yield tiles: 26 Critical blocker yield-tile occupants: 217 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 3 Yield-tile occupied failures: 1892 Rear-boundary failures: 1 Middle-bank reservation failures: 0 Active-event deferrals: 354 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[217]: P217(29F/LEFT/MOVING_IN_AISLE@tile26) -> P69(27A/LEFT/WAITING_AT_ROW@tile27) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P69->27A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P217{seat=29F,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=26,directBlocker=69,lastMoveTick=258,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 26 Current unavailable yield tiles: 26 Current yield-tile occupants: 217 Final row-event chain: 89|217|69 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 5 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2022\nPrecedence substitutions made: 1\nDependency chains followed: 14\nBlocked by waiting-row occupant: 23\nSubstituted events started: 2\nOccupied-space rejections: 5751\nMaximum scheduling-chain depth: 4\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 16 | standardDataset=274/274 (100.00%) | independentSeedCohortDataset=130/274 (47.45%) | seatedDelta=-144 | completionDelta=-52.55% | outsideDelta=+114 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | independentSeedCohortWorse=true | standardFamily=COMPLETE_CABIN | independentSeedCohortFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 28 INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:06:41 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2183790101901 Scenario number: 17 Scenario seed: 4580680059151628313 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 98.58% OUTCOME ------- Status: SUCCESS Completed ticks: 1296 Passengers seated: 353/353 Average waiting ticks: 604.40 Longest waiting passenger: P223->34F(RIGHT) Longest waiting ticks: 1240 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3061 Maximum occupied tiles: 14 Seat events: 174 Single-blocker events: 55 Multiple-blocker events: 23 Temporary aisle reoccupations: 108 RIGHT AISLE ----------- Total moves: 3124 Maximum occupied tiles: 13 Seat events: 179 Single-blocker events: 52 Multiple-blocker events: 26 Temporary aisle reoccupations: 108 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 150 Reservations granted: 150 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7478 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8973 Total stationary ticks: 219569 Seat-event requests: 371 Failed seat-event starts: 18 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 783 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 18 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 783 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 28 INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:06:41 Experiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2183790101901 Scenario number: 17 Scenario seed: 4580680059151628313 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: INDEPENDENT_SEED_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 98.58% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2767 Passengers seated: 350/353 Average waiting ticks: 606.27 Longest waiting passenger: P350->35E(LEFT) Longest waiting ticks: 2656 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 0 Rejected cluster candidates: 1 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 2376 Regions dissolved: 2 Repeated reconstructions avoided: 2376 Largest region lifetime: 2353 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=2353:occupied=3 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1761 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3059 Maximum occupied tiles: 20 Seat events: 171 Single-blocker events: 53 Multiple-blocker events: 21 Temporary aisle reoccupations: 101 RIGHT AISLE ----------- Total moves: 3124 Maximum occupied tiles: 19 Seat events: 179 Single-blocker events: 53 Multiple-blocker events: 28 Temporary aisle reoccupations: 113 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1918 Reservations granted: 1913 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 12133 Longest unresolved passenger ID: 265 Longest unresolved row: 36 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P265(36C/LEFT) -> P350(35E/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 265 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 20521 Total stationary ticks: 227172 Seat-event requests: 2126 Failed seat-event starts: 1776 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 350 Critical blocker identity: P350->35E(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P350(35E/LEFT/WAITING_FOR_SEAT_EVENT) P265(36C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1775 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 36 Critical blocker unavailable yield tiles: 36 Critical blocker yield-tile occupants: 19 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 2 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1775 Rear-boundary failures: 1 Middle-bank reservation failures: 5 Active-event deferrals: 1635 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[19]: P19(36A/LEFT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P19->36A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P19{seat=36A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=407,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 36 Current unavailable yield tiles: 36 Current yield-tile occupants: 19 Final row-event chain: 350|19 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2132\nPrecedence substitutions made: 13\nDependency chains followed: 1778\nBlocked by waiting-row occupant: 1778\nSubstituted events started: 14\nOccupied-space rejections: 1789\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 17 | standardDataset=353/353 (100.00%) | independentSeedCohortDataset=350/353 (99.15%) | seatedDelta=-3 | completionDelta=-0.85% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | independentSeedCohortWorse=true | standardFamily=COMPLETE_CABIN | independentSeedCohortFamily=LINKED_ROW_EVENT_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 28 INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:06:41 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2183790101901 Scenario number: 18 Scenario seed: -3062254669222715441 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.89% Blocker-prone seat share (topology component): 67.95% Aisle-assignment balance: 96.53% OUTCOME ------- Status: SUCCESS Completed ticks: 945 Passengers seated: 259/259 Average waiting ticks: 424.95 Longest waiting passenger: P224->5B(LEFT) Longest waiting ticks: 894 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2037 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 35 Multiple-blocker events: 15 Temporary aisle reoccupations: 65 RIGHT AISLE ----------- Total moves: 1908 Maximum occupied tiles: 12 Seat events: 125 Single-blocker events: 42 Multiple-blocker events: 12 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 95 Reservations granted: 91 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4779 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5909 Total stationary ticks: 114071 Seat-event requests: 265 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 508 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 508 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 270\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 28 INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:06:41 Experiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2183790101901 Scenario number: 18 Scenario seed: -3062254669222715441 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: INDEPENDENT_SEED_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 30.89% Blocker-prone seat share (topology component): 67.95% Aisle-assignment balance: 96.53% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2405 Passengers seated: 255/259 Average waiting ticks: 429.68 Longest waiting passenger: P148->30F(LEFT) Longest waiting ticks: 2315 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 0 Rejected cluster candidates: 1 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 4 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2106 Regions dissolved: 0 Repeated reconstructions avoided: 2106 Largest region lifetime: 2107 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2107:occupied=4 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1650 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2032 Maximum occupied tiles: 17 Seat events: 130 Single-blocker events: 33 Multiple-blocker events: 13 Temporary aisle reoccupations: 59 RIGHT AISLE ----------- Total moves: 1908 Maximum occupied tiles: 16 Seat events: 125 Single-blocker events: 42 Multiple-blocker events: 12 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1749 Reservations granted: 1746 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 2 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8448 Longest unresolved passenger ID: 188 Longest unresolved row: 31 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P18(31E/LEFT) -> P188(31F/LEFT) -> P148(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 18 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 2 Total blocked ticks: 17781 Total stationary ticks: 123056 Seat-event requests: 1917 Failed seat-event starts: 1662 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 148 Critical blocker identity: P148->30F(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 4 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P148(30F/LEFT/WAITING_FOR_SEAT_EVENT) P188(31F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P18(31E/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1662 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 31|32 Critical blocker unavailable yield tiles: 32 Critical blocker yield-tile occupants: 191 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1662 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 1172 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[191]: P191(32A/LEFT/WAITING_AT_ROW@tile32) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P191->32A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P191{seat=32A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=32,directBlocker=-1,lastMoveTick=284,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 31|32 Current unavailable yield tiles: 32 Current yield-tile occupants: 191 Final row-event chain: 148|191 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1920\nPrecedence substitutions made: 2\nDependency chains followed: 1656\nBlocked by waiting-row occupant: 1656\nSubstituted events started: 3\nOccupied-space rejections: 1664\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 18 | standardDataset=259/259 (100.00%) | independentSeedCohortDataset=255/259 (98.46%) | seatedDelta=-4 | completionDelta=-1.54% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | independentSeedCohortWorse=true | standardFamily=COMPLETE_CABIN | independentSeedCohortFamily=LINKED_ROW_EVENT_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 28 INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:06:41 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2183790101901 Scenario number: 19 Scenario seed: 4606788139871142551 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.49% Blocker-prone seat share (topology component): 60.53% Aisle-assignment balance: 99.42% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2721 Passengers seated: 325/342 Average waiting ticks: 568.11 Longest waiting passenger: P328->35B(LEFT) Longest waiting ticks: 2636 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 23 Cluster candidates evaluated: 23 Executable cluster candidates: 1 Rejected cluster candidates: 22 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 17 Selected release potential total: 5 Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 2008 Regions dissolved: 2 Repeated reconstructions avoided: 2008 Largest region lifetime: 1968 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1968:occupied=17 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1698 State changes reopening evaluation: 21 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3065 Maximum occupied tiles: 23 Seat events: 153 Single-blocker events: 40 Multiple-blocker events: 12 Temporary aisle reoccupations: 66 RIGHT AISLE ----------- Total moves: 2927 Maximum occupied tiles: 14 Seat events: 172 Single-blocker events: 44 Multiple-blocker events: 22 Temporary aisle reoccupations: 91 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 143 Reservations granted: 143 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 15 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 27512 Longest unresolved passenger ID: 220 Longest unresolved row: 36 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 16 Longest dependency chain: P50(32D/LEFT) -> P55(24C/LEFT) -> P144(32B/LEFT) -> P96(26B/LEFT) -> P45(33A/LEFT) -> P176(27A/LEFT) -> P92(27G/LEFT) -> P286(32E/LEFT) -> P334(31D/LEFT) -> P60(36A/LEFT) -> P200(31A/LEFT) -> P145(34A/LEFT) -> P52(36D/LEFT) -> P40(36B/LEFT) -> P282(36C/LEFT) -> P328(35B/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 50 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 15 Total blocked ticks: 39863 Total stationary ticks: 227441 Seat-event requests: 2097 Failed seat-event starts: 1772 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 328 Critical blocker identity: P328->35B(LEFT) Direct fan-out: 1 Total indirect descendants: 15 Critical tree size including blocker: 16 Critical tree depth: 16 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 17 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P328(35B/LEFT/WAITING_FOR_SEAT_EVENT) P282(36C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P40(36B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P52(36D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P145(34A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P200(31A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P60(36A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P334(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P286(32E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P92(27G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P176(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P45(33A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P96(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P144(32B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P55(24C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P50(32D/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1772 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 36 Critical blocker unavailable yield tiles: 36 Critical blocker yield-tile occupants: 220 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1772 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 1304 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[220]: P220(36F/LEFT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P220->36F(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P220{seat=36F,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=636,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 36 Current unavailable yield tiles: 36 Current yield-tile occupants: 220 Final row-event chain: 328|220 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2096\nPrecedence substitutions made: 3\nDependency chains followed: 1757\nBlocked by waiting-row occupant: 1757\nSubstituted events started: 5\nOccupied-space rejections: 1779\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 28 INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:06:41 Experiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2183790101901 Scenario number: 19 Scenario seed: 4606788139871142551 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: INDEPENDENT_SEED_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 27.49% Blocker-prone seat share (topology component): 60.53% Aisle-assignment balance: 99.42% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2270 Passengers seated: 151/342 Average waiting ticks: 1186.54 Longest waiting passenger: P0->2E(RIGHT) Longest waiting ticks: 2270 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 40 Cluster candidates evaluated: 40 Executable cluster candidates: 0 Rejected cluster candidates: 40 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 36 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2029 Regions dissolved: 0 Repeated reconstructions avoided: 2029 Largest region lifetime: 2030 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2030:occupied=36 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1913 State changes reopening evaluation: 39 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1871 Maximum occupied tiles: 36 Seat events: 44 Single-blocker events: 10 Multiple-blocker events: 1 Temporary aisle reoccupations: 12 RIGHT AISLE ----------- Total moves: 2540 Maximum occupied tiles: 19 Seat events: 107 Single-blocker events: 28 Multiple-blocker events: 12 Temporary aisle reoccupations: 54 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 59 Reservations granted: 59 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 155 Remaining moving in aisle: 34 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 65757 Longest unresolved passenger ID: 0 Longest unresolved row: 2 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 35 Longest dependency chain: P128(21C/LEFT) -> P240(16G/LEFT) -> P83(17A/LEFT) -> P78(24E/LEFT) -> P31(15A/LEFT) -> P312(17C/LEFT) -> P81(22E/LEFT) -> P234(15F/LEFT) -> P22(25G/LEFT) -> P85(23B/LEFT) -> P138(25F/LEFT) -> P302(20E/LEFT) -> P271(25B/LEFT) -> P26(24F/LEFT) -> P305(17D/LEFT) -> P162(19E/LEFT) -> P174(20A/LEFT) -> P275(20B/LEFT) -> P73(25D/LEFT) -> P70(23F/LEFT) -> P50(32D/LEFT) -> P144(32B/LEFT) -> P96(26B/LEFT) -> P45(33A/LEFT) -> P176(27A/LEFT) -> P92(27G/LEFT) -> P286(32E/LEFT) -> P334(31D/LEFT) -> P60(36A/LEFT) -> P200(31A/LEFT) -> P145(34A/LEFT) -> P52(36D/LEFT) -> P40(36B/LEFT) -> P282(36C/LEFT) -> P328(35B/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 128 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 34 Total blocked ticks: 78664 Total stationary ticks: 479336 Seat-event requests: 2119 Failed seat-event starts: 1968 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 328 Critical blocker identity: P328->35B(LEFT) Direct fan-out: 1 Total indirect descendants: 34 Critical tree size including blocker: 35 Critical tree depth: 35 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 36 Unresolved outside passengers: 155 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P328(35B/LEFT/WAITING_FOR_SEAT_EVENT) P282(36C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P40(36B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P52(36D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P145(34A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P200(31A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P60(36A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P334(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P286(32E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P92(27G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P176(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P45(33A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P96(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P144(32B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P50(32D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P70(23F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P73(25D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P275(20B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P174(20A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P162(19E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P305(17D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P26(24F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P271(25B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P302(20E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P138(25F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P85(23B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P22(25G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P234(15F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P81(22E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P312(17C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P31(15A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P78(24E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P83(17A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P240(16G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P128(21C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1968 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 36 Critical blocker unavailable yield tiles: 36 Critical blocker yield-tile occupants: 220 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1968 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 383 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[220]: P220(36F/LEFT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P220->36F(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P220{seat=36F,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=211,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 36 Current unavailable yield tiles: 36 Current yield-tile occupants: 220 Final row-event chain: 328|220 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2119\nPrecedence substitutions made: 2\nDependency chains followed: 1967\nBlocked by waiting-row occupant: 1967\nSubstituted events started: 2\nOccupied-space rejections: 1969\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 19 | standardDataset=325/342 (95.03%) | independentSeedCohortDataset=151/342 (44.15%) | seatedDelta=-174 | completionDelta=-50.88% | outsideDelta=+155 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | independentSeedCohortWorse=true | standardFamily=LINKED_ROW_EVENT_CHAIN | independentSeedCohortFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 28 INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:06:41 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2183790101901 Scenario number: 20 Scenario seed: -5787197466374826465 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.49% Blocker-prone seat share (topology component): 60.23% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 1206 Passengers seated: 342/342 Average waiting ticks: 565.38 Longest waiting passenger: P66->9A(LEFT) Longest waiting ticks: 1148 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 0 Cluster candidates evaluated: 3 Executable cluster candidates: 3 Rejected cluster candidates: 0 Cluster selections: 3 Cluster-selected events started: 5 Largest detected cluster: 4 Selected release potential total: 7 Last cluster decision: RIGHT:tiles6-11:occupied=4:anchor=P1:selected=P84:directReleases=1:releasePotential=3 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 80 Regions dissolved: 4 Repeated reconstructions avoided: 80 Largest region lifetime: 35 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=24 Confirmation deferral ticks: 6 Regions reaching confirmation: 3 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2833 Maximum occupied tiles: 13 Seat events: 171 Single-blocker events: 47 Multiple-blocker events: 31 Temporary aisle reoccupations: 116 RIGHT AISLE ----------- Total moves: 3021 Maximum occupied tiles: 13 Seat events: 171 Single-blocker events: 42 Multiple-blocker events: 31 Temporary aisle reoccupations: 108 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 149 Reservations granted: 148 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7360 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9192 Total stationary ticks: 199588 Seat-event requests: 377 Failed seat-event starts: 35 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 936 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 35 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 936 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 376\nPrecedence substitutions made: 4\nDependency chains followed: 5\nBlocked by waiting-row occupant: 6\nSubstituted events started: 9\nOccupied-space rejections: 50\nMaximum scheduling-chain depth: 3\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 28 INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:06:41 Experiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2183790101901 Scenario number: 20 Scenario seed: -5787197466374826465 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: INDEPENDENT_SEED_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 27.49% Blocker-prone seat share (topology component): 60.23% Aisle-assignment balance: 100.00% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2288 Passengers seated: 154/342 Average waiting ticks: 1205.93 Longest waiting passenger: P1->9J(RIGHT) Longest waiting ticks: 2288 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 41 Cluster candidates evaluated: 123 Executable cluster candidates: 0 Rejected cluster candidates: 123 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 34 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2012 Regions dissolved: 0 Repeated reconstructions avoided: 2012 Largest region lifetime: 2013 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2013:occupied=34 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1918 State changes reopening evaluation: 40 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1720 Maximum occupied tiles: 34 Seat events: 44 Single-blocker events: 6 Multiple-blocker events: 3 Temporary aisle reoccupations: 12 RIGHT AISLE ----------- Total moves: 2631 Maximum occupied tiles: 20 Seat events: 110 Single-blocker events: 27 Multiple-blocker events: 14 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 69 Reservations granted: 69 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 154 Remaining moving in aisle: 30 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 58578 Longest unresolved passenger ID: 1 Longest unresolved row: 9 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 30 Longest dependency chain: P260(20B/LEFT) -> P213(19B/LEFT) -> P37(15C/LEFT) -> P312(21D/LEFT) -> P289(16B/LEFT) -> P197(21G/LEFT) -> P74(24C/LEFT) -> P34(22D/LEFT) -> P102(19E/LEFT) -> P222(23B/LEFT) -> P58(25A/LEFT) -> P239(20G/LEFT) -> P29(21C/LEFT) -> P9(19C/LEFT) -> P23(18B/LEFT) -> P109(17A/LEFT) -> P139(18C/LEFT) -> P227(22G/LEFT) -> P325(22C/LEFT) -> P211(22F/LEFT) -> P243(29F/LEFT) -> P218(35B/LEFT) -> P323(28A/LEFT) -> P161(26E/LEFT) -> P247(30A/LEFT) -> P166(34C/LEFT) -> P43(36A/LEFT) -> P114(32C/LEFT) -> P308(33G/LEFT) -> P106(30B/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 260 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 30 Total blocked ticks: 75287 Total stationary ticks: 478502 Seat-event requests: 2124 Failed seat-event starts: 1970 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 106 Critical blocker identity: P106->30B(LEFT) Direct fan-out: 1 Total indirect descendants: 29 Critical tree size including blocker: 30 Critical tree depth: 30 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 34 Unresolved outside passengers: 154 Unresolved internal passengers outside critical tree: 4 Critical blocker tree: P106(30B/LEFT/WAITING_FOR_SEAT_EVENT) P308(33G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P114(32C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P43(36A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P166(34C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P247(30A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P161(26E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P323(28A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P218(35B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P243(29F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P211(22F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P325(22C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P227(22G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P139(18C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P109(17A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P23(18B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P9(19C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P29(21C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P239(20G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P58(25A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P222(23B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P102(19E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P34(22D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P74(24C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P197(21G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P289(16B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P312(21D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P37(15C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P213(19B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P260(20B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1969 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: 223 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 3 Yield-tile occupied failures: 1969 Rear-boundary failures: 1 Middle-bank reservation failures: 0 Active-event deferrals: 503 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[223]: P223(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P223->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P223{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=276,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 31 Current unavailable yield tiles: 31 Current yield-tile occupants: 223 Final row-event chain: 106|223 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 4 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2124\nPrecedence substitutions made: 6\nDependency chains followed: 1968\nBlocked by waiting-row occupant: 1968\nSubstituted events started: 6\nOccupied-space rejections: 9919\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 20 | standardDataset=342/342 (100.00%) | independentSeedCohortDataset=154/342 (45.03%) | seatedDelta=-188 | completionDelta=-54.97% | outsideDelta=+154 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | independentSeedCohortWorse=true | standardFamily=COMPLETE_CABIN | independentSeedCohortFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 28 INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:06:42 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2183790101901 Scenario number: 21 Scenario seed: 5779315181639288348 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.27% Blocker-prone seat share (topology component): 66.02% Aisle-assignment balance: 98.07% OUTCOME ------- Status: SUCCESS Completed ticks: 943 Passengers seated: 259/259 Average waiting ticks: 422.23 Longest waiting passenger: P225->31C(LEFT) Longest waiting ticks: 881 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2164 Maximum occupied tiles: 14 Seat events: 132 Single-blocker events: 35 Multiple-blocker events: 9 Temporary aisle reoccupations: 53 RIGHT AISLE ----------- Total moves: 1957 Maximum occupied tiles: 14 Seat events: 127 Single-blocker events: 36 Multiple-blocker events: 9 Temporary aisle reoccupations: 54 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 88 Reservations granted: 84 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5266 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6503 Total stationary ticks: 113887 Seat-event requests: 262 Failed seat-event starts: 3 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 627 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 3 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 627 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 266\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 4\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 28 INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:06:42 Experiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2183790101901 Scenario number: 21 Scenario seed: 5779315181639288348 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: INDEPENDENT_SEED_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 31.27% Blocker-prone seat share (topology component): 66.02% Aisle-assignment balance: 98.07% OUTCOME ------- Status: SUCCESS Completed ticks: 917 Passengers seated: 259/259 Average waiting ticks: 421.91 Longest waiting passenger: P66->1A(LEFT) Longest waiting ticks: 903 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2164 Maximum occupied tiles: 16 Seat events: 132 Single-blocker events: 36 Multiple-blocker events: 9 Temporary aisle reoccupations: 54 RIGHT AISLE ----------- Total moves: 1957 Maximum occupied tiles: 17 Seat events: 127 Single-blocker events: 37 Multiple-blocker events: 8 Temporary aisle reoccupations: 53 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 84 Reservations granted: 84 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8491 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9530 Total stationary ticks: 116920 Seat-event requests: 262 Failed seat-event starts: 3 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 553 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 3 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 553 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 262\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 8\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 21 | standardDataset=259/259 (100.00%) | independentSeedCohortDataset=259/259 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | independentSeedCohortWorse=false | standardFamily=COMPLETE_CABIN | independentSeedCohortFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 28 INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:06:42 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2183790101901 Scenario number: 22 Scenario seed: -4051979074749665894 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.78% Blocker-prone seat share (topology component): 59.57% Aisle-assignment balance: 95.68% OUTCOME ------- Status: SUCCESS Completed ticks: 1192 Passengers seated: 324/324 Average waiting ticks: 537.25 Longest waiting passenger: P268->19A(LEFT) Longest waiting ticks: 1161 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: LEFT:tiles27-30:occupied=3:anchor=P141:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 56 Regions dissolved: 2 Repeated reconstructions avoided: 56 Largest region lifetime: 30 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=28 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2899 Maximum occupied tiles: 16 Seat events: 169 Single-blocker events: 40 Multiple-blocker events: 31 Temporary aisle reoccupations: 105 RIGHT AISLE ----------- Total moves: 2710 Maximum occupied tiles: 13 Seat events: 155 Single-blocker events: 48 Multiple-blocker events: 19 Temporary aisle reoccupations: 89 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 150 Reservations granted: 148 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6907 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8622 Total stationary ticks: 180036 Seat-event requests: 352 Failed seat-event starts: 28 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 800 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 28 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 800 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 353\nPrecedence substitutions made: 4\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 40\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 28 INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:06:42 Experiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2183790101901 Scenario number: 22 Scenario seed: -4051979074749665894 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: INDEPENDENT_SEED_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 27.78% Blocker-prone seat share (topology component): 59.57% Aisle-assignment balance: 95.68% OUTCOME ------- Status: SUCCESS Completed ticks: 1175 Passengers seated: 324/324 Average waiting ticks: 541.93 Longest waiting passenger: P174->1F(LEFT) Longest waiting ticks: 1167 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 6 Selected release potential total: 5 Last cluster decision: LEFT:tiles25-30:occupied=5:anchor=P141:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 37 Regions dissolved: 1 Repeated reconstructions avoided: 37 Largest region lifetime: 38 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=38 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2899 Maximum occupied tiles: 19 Seat events: 169 Single-blocker events: 41 Multiple-blocker events: 32 Temporary aisle reoccupations: 108 RIGHT AISLE ----------- Total moves: 2710 Maximum occupied tiles: 19 Seat events: 155 Single-blocker events: 45 Multiple-blocker events: 19 Temporary aisle reoccupations: 86 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 147 Reservations granted: 146 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 11171 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 12438 Total stationary ticks: 185523 Seat-event requests: 344 Failed seat-event starts: 20 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 684 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 20 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 684 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 344\nPrecedence substitutions made: 9\nDependency chains followed: 9\nBlocked by waiting-row occupant: 9\nSubstituted events started: 10\nOccupied-space rejections: 26\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 22 | standardDataset=324/324 (100.00%) | independentSeedCohortDataset=324/324 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | independentSeedCohortWorse=false | standardFamily=COMPLETE_CABIN | independentSeedCohortFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 28 INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:06:42 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2183790101901 Scenario number: 23 Scenario seed: -3465339749079405428 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.16% Blocker-prone seat share (topology component): 61.11% Aisle-assignment balance: 98.77% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2650 Passengers seated: 313/324 Average waiting ticks: 576.59 Longest waiting passenger: P133->6G(LEFT) Longest waiting ticks: 2645 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1537 Regions dissolved: 0 Repeated reconstructions avoided: 1537 Largest region lifetime: 1538 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1538:occupied=3 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1535 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2660 Maximum occupied tiles: 12 Seat events: 153 Single-blocker events: 36 Multiple-blocker events: 20 Temporary aisle reoccupations: 78 RIGHT AISLE ----------- Total moves: 2869 Maximum occupied tiles: 12 Seat events: 160 Single-blocker events: 49 Multiple-blocker events: 20 Temporary aisle reoccupations: 91 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1676 Reservations granted: 1675 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 5 Remaining waiting at row: 6 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 10213 Longest unresolved passenger ID: 228 Longest unresolved row: 34 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P289(34A/LEFT) -> P92(14G/LEFT) -> P133(6G/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 289 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 5 Total blocked ticks: 24666 Total stationary ticks: 199682 Seat-event requests: 1866 Failed seat-event starts: 1553 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 133 Critical blocker identity: P133->6G(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 6 Terminal WAITING_FOR_SEAT_EVENT nodes: 6 Unresolved internal passengers: 11 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 8 Critical blocker tree: P133(6G/LEFT/WAITING_FOR_SEAT_EVENT) P92(14G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P289(34A/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1553 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 7|8|9 Critical blocker unavailable yield tiles: 9 Critical blocker yield-tile occupants: 138 Waiting-row passengers with zero blockers: 5 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1553 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 810 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[138]: P138(17C/LEFT/MOVING_IN_AISLE@tile9) -> P295(10G/LEFT/WAITING_AT_ROW@tile10) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P295->10G(LEFT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P138{seat=17C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=9,directBlocker=295,lastMoveTick=1108,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 7|8|9 Current unavailable yield tiles: 9 Current yield-tile occupants: 138 Final row-event chain: 133|138|295 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1867\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 6\nOccupied-space rejections: 1558\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 28 INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:06:42 Experiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2183790101901 Scenario number: 23 Scenario seed: -3465339749079405428 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: INDEPENDENT_SEED_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 27.16% Blocker-prone seat share (topology component): 61.11% Aisle-assignment balance: 98.77% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2666 Passengers seated: 320/324 Average waiting ticks: 561.17 Longest waiting passenger: P228->34B(LEFT) Longest waiting ticks: 2567 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 0 Rejected cluster candidates: 1 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 4 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2325 Regions dissolved: 0 Repeated reconstructions avoided: 2325 Largest region lifetime: 2326 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2326:occupied=4 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1729 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2736 Maximum occupied tiles: 18 Seat events: 160 Single-blocker events: 35 Multiple-blocker events: 23 Temporary aisle reoccupations: 83 RIGHT AISLE ----------- Total moves: 2869 Maximum occupied tiles: 17 Seat events: 160 Single-blocker events: 53 Multiple-blocker events: 20 Temporary aisle reoccupations: 95 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 136 Reservations granted: 136 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 2 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 10526 Longest unresolved passenger ID: 108 Longest unresolved row: 36 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P289(34A/LEFT) -> P108(36F/LEFT) -> P228(34B/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 289 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 2 Total blocked ticks: 20959 Total stationary ticks: 195718 Seat-event requests: 2064 Failed seat-event starts: 1744 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 228 Critical blocker identity: P228->34B(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 4 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P228(34B/LEFT/WAITING_FOR_SEAT_EVENT) P108(36F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P289(34A/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1743 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 35 Critical blocker unavailable yield tiles: 35 Critical blocker yield-tile occupants: 15 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1743 Rear-boundary failures: 1 Middle-bank reservation failures: 0 Active-event deferrals: 1605 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[15]: P15(35F/LEFT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P15->35F(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P15{seat=35F,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=35,directBlocker=-1,lastMoveTick=338,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 35 Current unavailable yield tiles: 35 Current yield-tile occupants: 15 Final row-event chain: 228|15 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2064\nPrecedence substitutions made: 10\nDependency chains followed: 1743\nBlocked by waiting-row occupant: 1743\nSubstituted events started: 11\nOccupied-space rejections: 1752\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 23 | standardDataset=313/324 (96.60%) | independentSeedCohortDataset=320/324 (98.77%) | seatedDelta=+7 | completionDelta=+2.16% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | independentSeedCohortWorse=false | standardFamily=MOVING_PASSENGER_YIELD_CHAIN | independentSeedCohortFamily=LINKED_ROW_EVENT_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 28 INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:06:42 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2183790101901 Scenario number: 24 Scenario seed: -8724376751297604914 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.49% Blocker-prone seat share (topology component): 59.94% Aisle-assignment balance: 95.32% OUTCOME ------- Status: SUCCESS Completed ticks: 1284 Passengers seated: 342/342 Average waiting ticks: 583.22 Longest waiting passenger: P59->10B(LEFT) Longest waiting ticks: 1218 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 14 Regions dissolved: 1 Repeated reconstructions avoided: 14 Largest region lifetime: 15 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=15 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3073 Maximum occupied tiles: 14 Seat events: 179 Single-blocker events: 49 Multiple-blocker events: 30 Temporary aisle reoccupations: 115 RIGHT AISLE ----------- Total moves: 2922 Maximum occupied tiles: 13 Seat events: 163 Single-blocker events: 58 Multiple-blocker events: 20 Temporary aisle reoccupations: 99 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 147 Reservations granted: 144 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7001 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8635 Total stationary ticks: 205334 Seat-event requests: 355 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 816 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 816 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 359\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 28 INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:06:42 Experiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2183790101901 Scenario number: 24 Scenario seed: -8724376751297604914 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: INDEPENDENT_SEED_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 27.49% Blocker-prone seat share (topology component): 59.94% Aisle-assignment balance: 95.32% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2732 Passengers seated: 336/342 Average waiting ticks: 586.76 Longest waiting passenger: P272->29A(LEFT) Longest waiting ticks: 2644 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 8 Cluster candidates evaluated: 7 Executable cluster candidates: 4 Rejected cluster candidates: 3 Cluster selections: 3 Cluster-selected events started: 4 Largest detected cluster: 6 Selected release potential total: 14 Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 2469 Regions dissolved: 3 Repeated reconstructions avoided: 2469 Largest region lifetime: 2397 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=2397:occupied=6 Confirmation deferral ticks: 6 Regions reaching confirmation: 3 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1716 State changes reopening evaluation: 5 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3067 Maximum occupied tiles: 21 Seat events: 173 Single-blocker events: 50 Multiple-blocker events: 23 Temporary aisle reoccupations: 101 RIGHT AISLE ----------- Total moves: 2922 Maximum occupied tiles: 18 Seat events: 163 Single-blocker events: 56 Multiple-blocker events: 23 Temporary aisle reoccupations: 104 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 157 Reservations granted: 151 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 11801 Longest unresolved passenger ID: 21 Longest unresolved row: 35 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P148(36A/LEFT) -> P21(35D/LEFT) -> P137(35A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 148 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 27383 Total stationary ticks: 218399 Seat-event requests: 2087 Failed seat-event starts: 1751 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 137 Critical blocker identity: P137->35A(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 6 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P137(35A/LEFT/WAITING_FOR_SEAT_EVENT) P21(35D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P148(36A/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 2180 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 2 Critical blocker required yield tiles: 36|37 Critical blocker unavailable yield tiles: 37 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 3 Yield-tile occupied failures: 1739 Rear-boundary failures: 12 Middle-bank reservation failures: 6 Active-event deferrals: 2180 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 36|37 Current unavailable yield tiles: 37 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2090\nPrecedence substitutions made: 9\nDependency chains followed: 9\nBlocked by waiting-row occupant: 9\nSubstituted events started: 13\nOccupied-space rejections: 1750\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 24 | standardDataset=342/342 (100.00%) | independentSeedCohortDataset=336/342 (98.25%) | seatedDelta=-6 | completionDelta=-1.75% | outsideDelta=+0 | clustersDetected=4 | clusterSelections=3 | clusterStarts=4 | convertedToSuccess=false | independentSeedCohortWorse=true | standardFamily=COMPLETE_CABIN | independentSeedCohortFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 28 INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:06:42 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2183790101901 Scenario number: 25 Scenario seed: 3935234516603115391 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 288 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.08% Blocker-prone seat share (topology component): 60.42% Aisle-assignment balance: 97.22% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2574 Passengers seated: 286/288 Average waiting ticks: 498.06 Longest waiting passenger: P122->34J(RIGHT) Longest waiting ticks: 2511 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2347 Maximum occupied tiles: 12 Seat events: 140 Single-blocker events: 31 Multiple-blocker events: 16 Temporary aisle reoccupations: 67 RIGHT AISLE ----------- Total moves: 2688 Maximum occupied tiles: 14 Seat events: 146 Single-blocker events: 42 Multiple-blocker events: 15 Temporary aisle reoccupations: 72 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 124 Reservations granted: 124 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5616 Longest unresolved passenger ID: 122 Longest unresolved row: 34 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 1 Longest dependency chain: P122(34J/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 122 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 10073 Total stationary ticks: 148108 Seat-event requests: 1823 Failed seat-event starts: 1537 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 122 Critical blocker identity: P122->34J(RIGHT) Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 1 Critical tree depth: 1 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P122(34J/RIGHT/WAITING_FOR_SEAT_EVENT) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1537 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 35|36 Critical blocker unavailable yield tiles: 36 Critical blocker yield-tile occupants: 194 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1537 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 782 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[194]: P194(36D/RIGHT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P194->36D(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P194{seat=36D,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=1027,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 35|36 Current unavailable yield tiles: 36 Current yield-tile occupants: 194 Final row-event chain: 122|194 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1823\nPrecedence substitutions made: 2\nDependency chains followed: 1529\nBlocked by waiting-row occupant: 1529\nSubstituted events started: 3\nOccupied-space rejections: 1539\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 28 INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:06:42 Experiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2183790101901 Scenario number: 25 Scenario seed: 3935234516603115391 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 288 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: INDEPENDENT_SEED_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 27.08% Blocker-prone seat share (topology component): 60.42% Aisle-assignment balance: 97.22% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2544 Passengers seated: 286/288 Average waiting ticks: 511.03 Longest waiting passenger: P122->34J(RIGHT) Longest waiting ticks: 2444 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2347 Maximum occupied tiles: 16 Seat events: 140 Single-blocker events: 31 Multiple-blocker events: 15 Temporary aisle reoccupations: 64 RIGHT AISLE ----------- Total moves: 2688 Maximum occupied tiles: 19 Seat events: 146 Single-blocker events: 42 Multiple-blocker events: 16 Temporary aisle reoccupations: 75 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 128 Reservations granted: 124 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 9380 Longest unresolved passenger ID: 122 Longest unresolved row: 34 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 1 Longest dependency chain: P122(34J/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 122 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 14634 Total stationary ticks: 155443 Seat-event requests: 1965 Failed seat-event starts: 1679 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 122 Critical blocker identity: P122->34J(RIGHT) Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 1 Critical tree depth: 1 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P122(34J/RIGHT/WAITING_FOR_SEAT_EVENT) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1679 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 35|36 Critical blocker unavailable yield tiles: 36 Critical blocker yield-tile occupants: 194 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1679 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 1309 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[194]: P194(36D/RIGHT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P194->36D(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P194{seat=36D,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=390,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 35|36 Current unavailable yield tiles: 36 Current yield-tile occupants: 194 Final row-event chain: 122|194 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1970\nPrecedence substitutions made: 4\nDependency chains followed: 1676\nBlocked by waiting-row occupant: 1676\nSubstituted events started: 4\nOccupied-space rejections: 1680\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 25 | standardDataset=286/288 (99.31%) | independentSeedCohortDataset=286/288 (99.31%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | independentSeedCohortWorse=false | standardFamily=LINKED_ROW_EVENT_CHAIN | independentSeedCohortFamily=LINKED_ROW_EVENT_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 28 INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:06:42 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2183790101901 Scenario number: 26 Scenario seed: -4178228550017584268 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 26.80% Blocker-prone seat share (topology component): 61.44% Aisle-assignment balance: 100.00% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2583 Passengers seated: 296/306 Average waiting ticks: 509.62 Longest waiting passenger: P71->34J(RIGHT) Longest waiting ticks: 2508 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 10 Cluster candidates evaluated: 10 Executable cluster candidates: 0 Rejected cluster candidates: 10 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 10 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1715 Regions dissolved: 0 Repeated reconstructions avoided: 1715 Largest region lifetime: 1716 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1716:occupied=10 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1602 State changes reopening evaluation: 9 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2633 Maximum occupied tiles: 15 Seat events: 153 Single-blocker events: 45 Multiple-blocker events: 16 Temporary aisle reoccupations: 77 RIGHT AISLE ----------- Total moves: 2738 Maximum occupied tiles: 17 Seat events: 143 Single-blocker events: 35 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 125 Reservations granted: 121 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 8 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 13718 Longest unresolved passenger ID: 12 Longest unresolved row: 36 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 9 Longest dependency chain: P216(30J/RIGHT) -> P280(30F/RIGHT) -> P124(35F/RIGHT) -> P113(35J/RIGHT) -> P285(31E/RIGHT) -> P121(32J/RIGHT) -> P253(34G/RIGHT) -> P12(36H/RIGHT) -> P71(34J/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 216 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 8 Total blocked ticks: 24538 Total stationary ticks: 174747 Seat-event requests: 1928 Failed seat-event starts: 1632 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 71 Critical blocker identity: P71->34J(RIGHT) Direct fan-out: 1 Total indirect descendants: 8 Critical tree size including blocker: 9 Critical tree depth: 9 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 10 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P71(34J/RIGHT/WAITING_FOR_SEAT_EVENT) P12(36H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P253(34G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P121(32J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P285(31E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P113(35J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P124(35F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P280(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P216(30J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1632 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 35|36 Critical blocker unavailable yield tiles: 36 Critical blocker yield-tile occupants: 278 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1632 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 846 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[278]: P278(36E/RIGHT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P278->36E(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P278{seat=36E,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=838,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 35|36 Current unavailable yield tiles: 36 Current yield-tile occupants: 278 Final row-event chain: 71|278 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1933\nPrecedence substitutions made: 3\nDependency chains followed: 1625\nBlocked by waiting-row occupant: 1625\nSubstituted events started: 3\nOccupied-space rejections: 1634\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 28 INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:06:42 Experiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2183790101901 Scenario number: 26 Scenario seed: -4178228550017584268 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: INDEPENDENT_SEED_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 26.80% Blocker-prone seat share (topology component): 61.44% Aisle-assignment balance: 100.00% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2586 Passengers seated: 294/306 Average waiting ticks: 520.10 Longest waiting passenger: P210->21D(RIGHT) Longest waiting ticks: 2525 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 16 Cluster candidates evaluated: 20 Executable cluster candidates: 6 Rejected cluster candidates: 14 Cluster selections: 6 Cluster-selected events started: 3 Largest detected cluster: 13 Selected release potential total: 55 Last cluster decision: LEFT:region=R3:result=LOWER_HIERARCHICAL_PRIORITY_DEFERRED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 2385 Regions dissolved: 2 Repeated reconstructions avoided: 2385 Largest region lifetime: 2273 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: TRACK:R1:age=2273:localMembers=10 Confirmation deferral ticks: 5 Regions reaching confirmation: 3 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 73 State changes reopening evaluation: 15 Region priority competitions: 12 Regions ranked: 24 Hierarchical selections: 12 Lower-priority evaluations deferred: 1 Highest selected priority score: 14312 Left/right priority wins: 5/7 Priority ties: 0 Last priority decision: LEFT:R3:score=3310 | RIGHT:R1:score=11058 | selected=RIGHT LEFT AISLE ---------- Total moves: 2633 Maximum occupied tiles: 19 Seat events: 153 Single-blocker events: 47 Multiple-blocker events: 16 Temporary aisle reoccupations: 80 RIGHT AISLE ----------- Total moves: 2738 Maximum occupied tiles: 23 Seat events: 141 Single-blocker events: 34 Multiple-blocker events: 12 Temporary aisle reoccupations: 59 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1801 Reservations granted: 1801 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 11 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 8 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 18679 Longest unresolved passenger ID: 12 Longest unresolved row: 36 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 9 Longest dependency chain: P216(30J/RIGHT) -> P280(30F/RIGHT) -> P124(35F/RIGHT) -> P113(35J/RIGHT) -> P285(31E/RIGHT) -> P121(32J/RIGHT) -> P253(34G/RIGHT) -> P12(36H/RIGHT) -> P71(34J/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 216 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 8 Total blocked ticks: 38384 Total stationary ticks: 186747 Seat-event requests: 2081 Failed seat-event starts: 1787 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 71 Critical blocker identity: P71->34J(RIGHT) Direct fan-out: 1 Total indirect descendants: 8 Critical tree size including blocker: 9 Critical tree depth: 9 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 12 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P71(34J/RIGHT/WAITING_FOR_SEAT_EVENT) P12(36H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P253(34G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P121(32J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P285(31E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P113(35J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P124(35F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P280(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P216(30J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 1959 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 2 Critical blocker required yield tiles: 35|36 Critical blocker unavailable yield tiles: 36 Critical blocker yield-tile occupants: 278 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 3 Yield-tile occupied failures: 1787 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 1959 Simultaneous arbitration losses: 11 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[278]: P278(36E/RIGHT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P278->36E(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: P278{seat=36E,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=309,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 35|36 Current unavailable yield tiles: 36 Current yield-tile occupants: 278 Final row-event chain: 71|278 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 4 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2086\nPrecedence substitutions made: 5\nDependency chains followed: 1770\nBlocked by waiting-row occupant: 1770\nSubstituted events started: 9\nOccupied-space rejections: 6887\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 26 | standardDataset=296/306 (96.73%) | independentSeedCohortDataset=294/306 (96.08%) | seatedDelta=-2 | completionDelta=-0.65% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=6 | clusterStarts=3 | convertedToSuccess=false | independentSeedCohortWorse=true | standardFamily=LINKED_ROW_EVENT_CHAIN | independentSeedCohortFamily=LINKED_ROW_EVENT_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 28 INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:06:42 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2183790101901 Scenario number: 27 Scenario seed: 7964045818483031903 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.43% Blocker-prone seat share (topology component): 68.26% Aisle-assignment balance: 99.13% OUTCOME ------- Status: SUCCESS Completed ticks: 827 Passengers seated: 230/230 Average waiting ticks: 375.36 Longest waiting passenger: P31->23G(RIGHT) Longest waiting ticks: 773 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1665 Maximum occupied tiles: 12 Seat events: 114 Single-blocker events: 33 Multiple-blocker events: 13 Temporary aisle reoccupations: 59 RIGHT AISLE ----------- Total moves: 1816 Maximum occupied tiles: 12 Seat events: 116 Single-blocker events: 26 Multiple-blocker events: 5 Temporary aisle reoccupations: 36 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 74 Reservations granted: 73 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4243 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5350 Total stationary ticks: 89943 Seat-event requests: 237 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 537 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 537 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 238\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 28 INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:06:42 Experiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2183790101901 Scenario number: 27 Scenario seed: 7964045818483031903 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: INDEPENDENT_SEED_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 30.43% Blocker-prone seat share (topology component): 68.26% Aisle-assignment balance: 99.13% OUTCOME ------- Status: SUCCESS Completed ticks: 818 Passengers seated: 230/230 Average waiting ticks: 380.80 Longest waiting passenger: P26->11I(RIGHT) Longest waiting ticks: 790 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 23 Regions dissolved: 1 Repeated reconstructions avoided: 23 Largest region lifetime: 24 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=24 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1665 Maximum occupied tiles: 16 Seat events: 114 Single-blocker events: 32 Multiple-blocker events: 13 Temporary aisle reoccupations: 58 RIGHT AISLE ----------- Total moves: 1816 Maximum occupied tiles: 18 Seat events: 116 Single-blocker events: 27 Multiple-blocker events: 5 Temporary aisle reoccupations: 37 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 80 Reservations granted: 76 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6878 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7735 Total stationary ticks: 93651 Seat-event requests: 239 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 465 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 465 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 243\nPrecedence substitutions made: 4\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 5\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 27 | standardDataset=230/230 (100.00%) | independentSeedCohortDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | independentSeedCohortWorse=false | standardFamily=COMPLETE_CABIN | independentSeedCohortFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 28 INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:06:42 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2183790101901 Scenario number: 28 Scenario seed: -5450075030189998069 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.07% Blocker-prone seat share (topology component): 60.53% Aisle-assignment balance: 93.57% OUTCOME ------- Status: SUCCESS Completed ticks: 1280 Passengers seated: 342/342 Average waiting ticks: 572.38 Longest waiting passenger: P264->11D(RIGHT) Longest waiting ticks: 1242 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles28-31:occupied=3:anchor=P12:selected=P113:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 24 Regions dissolved: 3 Repeated reconstructions avoided: 24 Largest region lifetime: 12 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=11 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2712 Maximum occupied tiles: 13 Seat events: 160 Single-blocker events: 45 Multiple-blocker events: 18 Temporary aisle reoccupations: 82 RIGHT AISLE ----------- Total moves: 3238 Maximum occupied tiles: 14 Seat events: 182 Single-blocker events: 41 Multiple-blocker events: 33 Temporary aisle reoccupations: 112 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 145 Reservations granted: 144 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7581 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9269 Total stationary ticks: 202269 Seat-event requests: 359 Failed seat-event starts: 17 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 839 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 17 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 839 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 360\nPrecedence substitutions made: 4\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 6\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 28 INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:06:42 Experiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2183790101901 Scenario number: 28 Scenario seed: -5450075030189998069 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: INDEPENDENT_SEED_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 28.07% Blocker-prone seat share (topology component): 60.53% Aisle-assignment balance: 93.57% OUTCOME ------- Status: SUCCESS Completed ticks: 1278 Passengers seated: 342/342 Average waiting ticks: 581.40 Longest waiting passenger: P264->11D(RIGHT) Longest waiting ticks: 1265 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 3 Executable cluster candidates: 3 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 9 Selected release potential total: 12 Last cluster decision: RIGHT:tiles14-18:occupied=4:anchor=P227:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 58 Regions dissolved: 2 Repeated reconstructions avoided: 58 Largest region lifetime: 37 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=37 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2712 Maximum occupied tiles: 18 Seat events: 160 Single-blocker events: 45 Multiple-blocker events: 18 Temporary aisle reoccupations: 82 RIGHT AISLE ----------- Total moves: 3238 Maximum occupied tiles: 19 Seat events: 182 Single-blocker events: 42 Multiple-blocker events: 33 Temporary aisle reoccupations: 112 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 143 Reservations granted: 140 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 11950 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 13233 Total stationary ticks: 209442 Seat-event requests: 358 Failed seat-event starts: 16 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 725 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 16 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 725 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 359\nPrecedence substitutions made: 9\nDependency chains followed: 11\nBlocked by waiting-row occupant: 11\nSubstituted events started: 15\nOccupied-space rejections: 30\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 28 | standardDataset=342/342 (100.00%) | independentSeedCohortDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | independentSeedCohortWorse=false | standardFamily=COMPLETE_CABIN | independentSeedCohortFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 28 INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:06:42 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2183790101901 Scenario number: 29 Scenario seed: 3918889295960361966 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 26.54% Blocker-prone seat share (topology component): 58.02% Aisle-assignment balance: 90.12% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2568 Passengers seated: 294/324 Average waiting ticks: 540.48 Longest waiting passenger: P98->25J(RIGHT) Longest waiting ticks: 2533 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 31 Cluster candidates evaluated: 25 Executable cluster candidates: 2 Rejected cluster candidates: 23 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 30 Selected release potential total: 6 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 1739 Regions dissolved: 3 Repeated reconstructions avoided: 1739 Largest region lifetime: 1710 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1710:occupied=30 Confirmation deferral ticks: 7 Regions reaching confirmation: 3 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1541 State changes reopening evaluation: 29 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2418 Maximum occupied tiles: 12 Seat events: 146 Single-blocker events: 52 Multiple-blocker events: 9 Temporary aisle reoccupations: 71 RIGHT AISLE ----------- Total moves: 2899 Maximum occupied tiles: 30 Seat events: 148 Single-blocker events: 31 Multiple-blocker events: 22 Temporary aisle reoccupations: 81 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 180 Reservations granted: 177 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 28 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 44139 Longest unresolved passenger ID: 321 Longest unresolved row: 34 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 21 Longest dependency chain: P233(30E/RIGHT) -> P190(11I/RIGHT) -> P122(33E/RIGHT) -> P275(18H/RIGHT) -> P148(15E/RIGHT) -> P210(19I/RIGHT) -> P180(36H/RIGHT) -> P238(29F/RIGHT) -> P17(27I/RIGHT) -> P299(18G/RIGHT) -> P95(35E/RIGHT) -> P36(22H/RIGHT) -> P193(21H/RIGHT) -> P296(29J/RIGHT) -> P245(32F/RIGHT) -> P252(21F/RIGHT) -> P251(32E/RIGHT) -> P277(28J/RIGHT) -> P31(24J/RIGHT) -> P303(31J/RIGHT) -> P98(25J/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 233 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 28 Total blocked ticks: 54447 Total stationary ticks: 224072 Seat-event requests: 1891 Failed seat-event starts: 1597 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 98 Critical blocker identity: P98->25J(RIGHT) Direct fan-out: 1 Total indirect descendants: 20 Critical tree size including blocker: 21 Critical tree depth: 21 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 30 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 9 Critical blocker tree: P98(25J/RIGHT/WAITING_FOR_SEAT_EVENT) P303(31J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P31(24J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P277(28J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P251(32E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P252(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P245(32F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P296(29J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P193(21H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P36(22H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P95(35E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P299(18G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P17(27I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P238(29F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P180(36H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P210(19I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P148(15E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P275(18H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P122(33E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P190(11I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P233(30E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1554 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 26|27 Critical blocker unavailable yield tiles: 26|27 Critical blocker yield-tile occupants: 139|223 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1554 Rear-boundary failures: 43 Middle-bank reservation failures: 3 Active-event deferrals: 735 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 2 Trace length: 9 Yield-occupant trace: yieldOccupant[139]: P139(36I/RIGHT/MOVING_IN_AISLE@tile26) -> P223(33I/RIGHT/MOVING_IN_AISLE@tile27) -> P100(29I/RIGHT/MOVING_IN_AISLE@tile28) -> P188(34J/RIGHT/MOVING_IN_AISLE@tile29) -> P126(34H/RIGHT/MOVING_IN_AISLE@tile30) -> P79(35I/RIGHT/MOVING_IN_AISLE@tile31) -> P183(36J/RIGHT/MOVING_IN_AISLE@tile32) -> P321(34I/RIGHT/MOVING_IN_AISLE@tile33) -> P44(34D/RIGHT/WAITING_AT_ROW@tile34) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[223]: P223(33I/RIGHT/MOVING_IN_AISLE@tile27) -> P100(29I/RIGHT/MOVING_IN_AISLE@tile28) -> P188(34J/RIGHT/MOVING_IN_AISLE@tile29) -> P126(34H/RIGHT/MOVING_IN_AISLE@tile30) -> P79(35I/RIGHT/MOVING_IN_AISLE@tile31) -> P183(36J/RIGHT/MOVING_IN_AISLE@tile32) -> P321(34I/RIGHT/MOVING_IN_AISLE@tile33) -> P44(34D/RIGHT/WAITING_AT_ROW@tile34) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P44->34D(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P139{seat=36I,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=26,directBlocker=223,lastMoveTick=985,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P223{seat=33I,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=27,directBlocker=100,lastMoveTick=963,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 26|27 Current unavailable yield tiles: 26|27 Current yield-tile occupants: 139|223 Final row-event chain: 98|139|223|100|188|126|79|183|321|44 Final row-event chain length: 10 Distinct row events in chain: 10 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1892\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 5\nOccupied-space rejections: 1557\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 28 INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:06:42 Experiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2183790101901 Scenario number: 29 Scenario seed: 3918889295960361966 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: INDEPENDENT_SEED_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 26.54% Blocker-prone seat share (topology component): 58.02% Aisle-assignment balance: 90.12% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2146 Passengers seated: 120/324 Average waiting ticks: 1236.90 Longest waiting passenger: P0->2G(RIGHT) Longest waiting ticks: 2146 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 31 Cluster candidates evaluated: 28 Executable cluster candidates: 0 Rejected cluster candidates: 28 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 34 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1886 Regions dissolved: 1 Repeated reconstructions avoided: 1886 Largest region lifetime: 1867 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1867:occupied=34 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1833 State changes reopening evaluation: 30 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2058 Maximum occupied tiles: 18 Seat events: 85 Single-blocker events: 21 Multiple-blocker events: 5 Temporary aisle reoccupations: 31 RIGHT AISLE ----------- Total moves: 1597 Maximum occupied tiles: 34 Seat events: 35 Single-blocker events: 9 Multiple-blocker events: 3 Temporary aisle reoccupations: 16 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1920 Reservations granted: 1920 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 1615 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 167 Remaining moving in aisle: 33 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 61239 Longest unresolved passenger ID: 0 Longest unresolved row: 2 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 30 Longest dependency chain: P71(21G/RIGHT) -> P284(18I/RIGHT) -> P164(19H/RIGHT) -> P28(20E/RIGHT) -> P106(17F/RIGHT) -> P82(22J/RIGHT) -> P116(14H/RIGHT) -> P151(19F/RIGHT) -> P199(16H/RIGHT) -> P280(16J/RIGHT) -> P11(25G/RIGHT) -> P136(17I/RIGHT) -> P8(25E/RIGHT) -> P233(30E/RIGHT) -> P122(33E/RIGHT) -> P180(36H/RIGHT) -> P238(29F/RIGHT) -> P17(27I/RIGHT) -> P95(35E/RIGHT) -> P296(29J/RIGHT) -> P245(32F/RIGHT) -> P251(32E/RIGHT) -> P277(28J/RIGHT) -> P303(31J/RIGHT) -> P139(36I/RIGHT) -> P223(33I/RIGHT) -> P100(29I/RIGHT) -> P188(34J/RIGHT) -> P126(34H/RIGHT) -> P20(30D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 71 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 33 Total blocked ticks: 75293 Total stationary ticks: 467781 Seat-event requests: 1993 Failed seat-event starts: 1873 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 20 Critical blocker identity: P20->30D(RIGHT) Direct fan-out: 1 Total indirect descendants: 29 Critical tree size including blocker: 30 Critical tree depth: 30 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 37 Unresolved outside passengers: 167 Unresolved internal passengers outside critical tree: 7 Critical blocker tree: P20(30D/RIGHT/WAITING_FOR_SEAT_EVENT) P126(34H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P188(34J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P100(29I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P223(33I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P139(36I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P303(31J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P277(28J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P251(32E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P245(32F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P296(29J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P95(35E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P17(27I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P238(29F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P180(36H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P122(33E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P233(30E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P8(25E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P136(17I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P11(25G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P280(16J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P199(16H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P151(19F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P116(14H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P82(22J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P106(17F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P28(20E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P164(19H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P284(18I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P71(21G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1865 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: 79 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 2 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1865 Rear-boundary failures: 8 Middle-bank reservation failures: 0 Active-event deferrals: 599 Simultaneous arbitration losses: 1615 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: REAR_BOUNDARY_LOCK Required yield occupants: 1 Trace length: 4 Yield-occupant trace: yieldOccupant[79]: P79(35I/RIGHT/MOVING_IN_AISLE@tile31) -> P183(36J/RIGHT/MOVING_IN_AISLE@tile32) -> P321(34I/RIGHT/MOVING_IN_AISLE@tile33) -> P44(34D/RIGHT/WAITING_AT_ROW@tile34) -> [REAR_BOUNDARY_LOCK] Cycle detected: false Cycle members: NONE Terminal passenger: P44->34D(RIGHT) Terminal condition: REAR_BOUNDARY_LOCK Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P79{seat=35I,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=31,directBlocker=183,lastMoveTick=283,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 31 Current unavailable yield tiles: 31 Current yield-tile occupants: 79 Final row-event chain: 20|79|183|321|44 Final row-event chain length: 5 Distinct row events in chain: 5 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3608\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 1865\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 29 | standardDataset=294/324 (90.74%) | independentSeedCohortDataset=120/324 (37.04%) | seatedDelta=-174 | completionDelta=-53.70% | outsideDelta=+167 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | independentSeedCohortWorse=true | standardFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL | independentSeedCohortFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 28 INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:06:42 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2183790101901 Scenario number: 30 Scenario seed: -7005694801037910943 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.80% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 91.67% OUTCOME ------- Status: SUCCESS Completed ticks: 845 Passengers seated: 216/216 Average waiting ticks: 364.79 Longest waiting passenger: P132->22B(LEFT) Longest waiting ticks: 787 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1641 Maximum occupied tiles: 10 Seat events: 117 Single-blocker events: 29 Multiple-blocker events: 12 Temporary aisle reoccupations: 54 RIGHT AISLE ----------- Total moves: 1479 Maximum occupied tiles: 13 Seat events: 99 Single-blocker events: 27 Multiple-blocker events: 9 Temporary aisle reoccupations: 47 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 121 Reservations granted: 115 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3729 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4574 Total stationary ticks: 81767 Seat-event requests: 223 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 453 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 453 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 229\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 28 INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:06:42 Experiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2183790101901 Scenario number: 30 Scenario seed: -7005694801037910943 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: INDEPENDENT_SEED_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 33.80% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 91.67% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2342 Passengers seated: 214/216 Average waiting ticks: 394.57 Longest waiting passenger: P171->27D(RIGHT) Longest waiting ticks: 2259 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1641 Maximum occupied tiles: 15 Seat events: 117 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 1479 Maximum occupied tiles: 16 Seat events: 97 Single-blocker events: 27 Multiple-blocker events: 7 Temporary aisle reoccupations: 41 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1871 Reservations granted: 1868 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6008 Longest unresolved passenger ID: 65 Longest unresolved row: 29 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 1 Longest dependency chain: P65(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 65 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 10809 Total stationary ticks: 90387 Seat-event requests: 1976 Failed seat-event starts: 1762 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 65 Critical blocker identity: P65->29C(RIGHT) Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 1 Critical tree depth: 1 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P65(29C/RIGHT/WAITING_FOR_SEAT_EVENT) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1762 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1762 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 893 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 30|31|32 Current unavailable yield tiles: 31|32 Current yield-tile occupants: -1|-1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1979\nPrecedence substitutions made: 4\nDependency chains followed: 1760\nBlocked by waiting-row occupant: 1760\nSubstituted events started: 5\nOccupied-space rejections: 1766\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 30 | standardDataset=216/216 (100.00%) | independentSeedCohortDataset=214/216 (99.07%) | seatedDelta=-2 | completionDelta=-0.93% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | independentSeedCohortWorse=true | standardFamily=COMPLETE_CABIN | independentSeedCohortFamily=REAR_BOUNDARY_LOCK ************************************************************ BATCH EXPERIMENT SUMMARY RESEARCH EXPERIMENT 28 INDEPENDENT-SEED COARSE-COHORT REPLICATION ************************************************************ Experiment seed: 2183790101901 Scenarios executed: 60 Successful completions: 29 Incomplete/MAX_TICKS: 31 Average completed ticks: 1741.65 Average waiting ticks: 592.79 ************************************************************ ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 29 SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:16:40 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2283790101901 Scenario number: 1 Scenario seed: 5569522244462200221 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.78% Blocker-prone seat share (topology component): 60.13% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 1087 Passengers seated: 306/306 Average waiting ticks: 503.64 Longest waiting passenger: P8->31A(LEFT) Longest waiting ticks: 1029 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 7 Selected release potential total: 9 Last cluster decision: RIGHT:tiles14-17:occupied=3:anchor=P256:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 56 Regions dissolved: 2 Repeated reconstructions avoided: 56 Largest region lifetime: 48 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=10 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2681 Maximum occupied tiles: 16 Seat events: 153 Single-blocker events: 37 Multiple-blocker events: 20 Temporary aisle reoccupations: 80 RIGHT AISLE ----------- Total moves: 2605 Maximum occupied tiles: 13 Seat events: 153 Single-blocker events: 39 Multiple-blocker events: 17 Temporary aisle reoccupations: 76 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 130 Reservations granted: 130 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6653 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8162 Total stationary ticks: 159789 Seat-event requests: 326 Failed seat-event starts: 20 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 790 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 20 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 790 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 324\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 7\nOccupied-space rejections: 25\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 29 SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:16:40 Experiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2283790101901 Scenario number: 1 Scenario seed: 5569522244462200221 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 27.78% Blocker-prone seat share (topology component): 60.13% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 1078 Passengers seated: 306/306 Average waiting ticks: 500.61 Longest waiting passenger: P235->11J(RIGHT) Longest waiting ticks: 1050 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 7 Regions dissolved: 1 Repeated reconstructions avoided: 7 Largest region lifetime: 8 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=8 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2681 Maximum occupied tiles: 19 Seat events: 153 Single-blocker events: 36 Multiple-blocker events: 21 Temporary aisle reoccupations: 81 RIGHT AISLE ----------- Total moves: 2605 Maximum occupied tiles: 18 Seat events: 153 Single-blocker events: 39 Multiple-blocker events: 17 Temporary aisle reoccupations: 75 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 132 Reservations granted: 128 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 11184 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 12208 Total stationary ticks: 163200 Seat-event requests: 316 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 566 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 566 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 320\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 01 | standardDataset=306/306 (100.00%) | secondIndependentSeedCohortDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | secondIndependentSeedCohortWorse=false | standardFamily=COMPLETE_CABIN | secondIndependentSeedCohortFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 29 SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:16:40 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2283790101901 Scenario number: 2 Scenario seed: -3541433506424933471 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.89% Blocker-prone seat share (topology component): 74.56% Aisle-assignment balance: 88.60% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2401 Passengers seated: 221/228 Average waiting ticks: 391.51 Longest waiting passenger: P128->26F(LEFT) Longest waiting ticks: 2351 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 6 Cluster candidates evaluated: 4 Executable cluster candidates: 1 Rejected cluster candidates: 3 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 7 Selected release potential total: 2 Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1813 Regions dissolved: 2 Repeated reconstructions avoided: 1813 Largest region lifetime: 1787 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1787:occupied=7 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1743 State changes reopening evaluation: 5 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1482 Maximum occupied tiles: 13 Seat events: 94 Single-blocker events: 27 Multiple-blocker events: 6 Temporary aisle reoccupations: 39 RIGHT AISLE ----------- Total moves: 1784 Maximum occupied tiles: 12 Seat events: 127 Single-blocker events: 29 Multiple-blocker events: 18 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1910 Reservations granted: 1910 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 5 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 9201 Longest unresolved passenger ID: 39 Longest unresolved row: 30 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P96(28A/LEFT) -> P42(29B/LEFT) -> P39(30E/LEFT) -> P110(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 96 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 5 Total blocked ticks: 17417 Total stationary ticks: 101493 Seat-event requests: 2021 Failed seat-event starts: 1800 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 110 Critical blocker identity: P110->30F(LEFT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 7 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P110(30F/LEFT/WAITING_FOR_SEAT_EVENT) P39(30E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P42(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P96(28A/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1741 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 1 Critical blocker required yield tiles: 31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1741 Rear-boundary failures: 59 Middle-bank reservation failures: 0 Active-event deferrals: 479 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 1 Current required yield tiles: 31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2020\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1744\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 29 SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:16:40 Experiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2283790101901 Scenario number: 2 Scenario seed: -3541433506424933471 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 32.89% Blocker-prone seat share (topology component): 74.56% Aisle-assignment balance: 88.60% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2381 Passengers seated: 221/228 Average waiting ticks: 394.00 Longest waiting passenger: P128->26F(LEFT) Longest waiting ticks: 2311 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 3 Executable cluster candidates: 2 Rejected cluster candidates: 1 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 7 Selected release potential total: 5 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 2191 Regions dissolved: 2 Repeated reconstructions avoided: 2191 Largest region lifetime: 2167 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2167:occupied=7 Confirmation deferral ticks: 5 Regions reaching confirmation: 3 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1824 State changes reopening evaluation: 0 Region priority competitions: 2 Regions ranked: 4 Hierarchical selections: 2 Lower-priority evaluations deferred: 0 Highest selected priority score: 7810 Left/right priority wins: 2/0 Priority ties: 0 Last priority decision: LEFT:R1:score=7810 | RIGHT:R3:score=2214 | selected=LEFT LEFT AISLE ---------- Total moves: 1482 Maximum occupied tiles: 18 Seat events: 94 Single-blocker events: 24 Multiple-blocker events: 6 Temporary aisle reoccupations: 36 RIGHT AISLE ----------- Total moves: 1784 Maximum occupied tiles: 16 Seat events: 127 Single-blocker events: 30 Multiple-blocker events: 19 Temporary aisle reoccupations: 74 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1954 Reservations granted: 1954 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 5 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 11103 Longest unresolved passenger ID: 39 Longest unresolved row: 30 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P96(28A/LEFT) -> P42(29B/LEFT) -> P39(30E/LEFT) -> P110(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 96 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 5 Total blocked ticks: 22511 Total stationary ticks: 106421 Seat-event requests: 2069 Failed seat-event starts: 1848 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 110 Critical blocker identity: P110->30F(LEFT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 7 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P110(30F/LEFT/WAITING_FOR_SEAT_EVENT) P39(30E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P42(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P96(28A/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1834 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 1 Critical blocker required yield tiles: 31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1834 Rear-boundary failures: 14 Middle-bank reservation failures: 0 Active-event deferrals: 941 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 1 Current required yield tiles: 31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2067\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 8\nOccupied-space rejections: 1839\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 02 | standardDataset=221/228 (96.93%) | secondIndependentSeedCohortDataset=221/228 (96.93%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=2 | clusterStarts=3 | convertedToSuccess=false | secondIndependentSeedCohortWorse=false | standardFamily=REAR_BOUNDARY_LOCK | secondIndependentSeedCohortFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 29 SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:16:40 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2283790101901 Scenario number: 3 Scenario seed: 7878319644919302661 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 75.44% Aisle-assignment balance: 99.12% OUTCOME ------- Status: SUCCESS Completed ticks: 812 Passengers seated: 228/228 Average waiting ticks: 371.75 Longest waiting passenger: P226->16H(RIGHT) Longest waiting ticks: 759 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 7 Regions dissolved: 1 Repeated reconstructions avoided: 7 Largest region lifetime: 8 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=8 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1575 Maximum occupied tiles: 12 Seat events: 113 Single-blocker events: 30 Multiple-blocker events: 7 Temporary aisle reoccupations: 45 RIGHT AISLE ----------- Total moves: 1704 Maximum occupied tiles: 11 Seat events: 115 Single-blocker events: 27 Multiple-blocker events: 16 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 123 Reservations granted: 122 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4148 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5128 Total stationary ticks: 88165 Seat-event requests: 237 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 513 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 1 Middle-bank reservation failures: 1 Active-event deferrals: 513 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 238\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 29 SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:16:40 Experiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2283790101901 Scenario number: 3 Scenario seed: 7878319644919302661 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 75.44% Aisle-assignment balance: 99.12% OUTCOME ------- Status: SUCCESS Completed ticks: 803 Passengers seated: 228/228 Average waiting ticks: 371.89 Longest waiting passenger: P17->7G(RIGHT) Longest waiting ticks: 782 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: LEFT:tiles1-4:occupied=3:anchor=P204:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 19 Regions dissolved: 2 Repeated reconstructions avoided: 19 Largest region lifetime: 16 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=16 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1575 Maximum occupied tiles: 16 Seat events: 113 Single-blocker events: 31 Multiple-blocker events: 7 Temporary aisle reoccupations: 45 RIGHT AISLE ----------- Total moves: 1704 Maximum occupied tiles: 16 Seat events: 115 Single-blocker events: 28 Multiple-blocker events: 15 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 130 Reservations granted: 125 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6757 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7692 Total stationary ticks: 90719 Seat-event requests: 240 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 532 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 532 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 10\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 03 | standardDataset=228/228 (100.00%) | secondIndependentSeedCohortDataset=228/228 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | secondIndependentSeedCohortWorse=false | standardFamily=COMPLETE_CABIN | secondIndependentSeedCohortFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 29 SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:16:40 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2283790101901 Scenario number: 4 Scenario seed: -4857850141141807866 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 26.47% Blocker-prone seat share (topology component): 61.44% Aisle-assignment balance: 98.69% OUTCOME ------- Status: SUCCESS Completed ticks: 1127 Passengers seated: 306/306 Average waiting ticks: 515.35 Longest waiting passenger: P24->35B(LEFT) Longest waiting ticks: 1048 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 6 Selected release potential total: 5 Last cluster decision: RIGHT:tiles13-18:occupied=5:anchor=P204:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 28 Regions dissolved: 1 Repeated reconstructions avoided: 28 Largest region lifetime: 29 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=29 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2697 Maximum occupied tiles: 13 Seat events: 155 Single-blocker events: 47 Multiple-blocker events: 19 Temporary aisle reoccupations: 88 RIGHT AISLE ----------- Total moves: 2707 Maximum occupied tiles: 14 Seat events: 151 Single-blocker events: 36 Multiple-blocker events: 17 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 127 Reservations granted: 127 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6295 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7727 Total stationary ticks: 163019 Seat-event requests: 317 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 724 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 724 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 316\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 29 SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:16:40 Experiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2283790101901 Scenario number: 4 Scenario seed: -4857850141141807866 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 26.47% Blocker-prone seat share (topology component): 61.44% Aisle-assignment balance: 98.69% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2598 Passengers seated: 301/306 Average waiting ticks: 532.58 Longest waiting passenger: P256->32A(LEFT) Longest waiting ticks: 2510 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 3 Cluster candidates evaluated: 6 Executable cluster candidates: 1 Rejected cluster candidates: 5 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 2 Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 2328 Regions dissolved: 2 Repeated reconstructions avoided: 2328 Largest region lifetime: 2309 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=2309:occupied=5 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1719 State changes reopening evaluation: 2 Region priority competitions: 2 Regions ranked: 4 Hierarchical selections: 2 Lower-priority evaluations deferred: 0 Highest selected priority score: 5531 Left/right priority wins: 2/0 Priority ties: 0 Last priority decision: LEFT:R2:score=5531 | RIGHT:R3:score=2210 | selected=LEFT LEFT AISLE ---------- Total moves: 2692 Maximum occupied tiles: 18 Seat events: 150 Single-blocker events: 45 Multiple-blocker events: 16 Temporary aisle reoccupations: 79 RIGHT AISLE ----------- Total moves: 2707 Maximum occupied tiles: 18 Seat events: 151 Single-blocker events: 38 Multiple-blocker events: 18 Temporary aisle reoccupations: 75 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 134 Reservations granted: 129 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 2 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 10319 Longest unresolved passenger ID: 91 Longest unresolved row: 36 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P24(35B/LEFT) -> P256(32A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 24 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 2 Total blocked ticks: 22810 Total stationary ticks: 176681 Seat-event requests: 2040 Failed seat-event starts: 1739 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 256 Critical blocker identity: P256->32A(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P256(32A/LEFT/WAITING_FOR_SEAT_EVENT) P24(35B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 1946 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 33|34 Critical blocker unavailable yield tiles: 34 Critical blocker yield-tile occupants: 45 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1739 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 1946 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[45]: P45(34A/LEFT/WAITING_AT_ROW@tile34) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P45->34A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P45{seat=34A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=34,directBlocker=-1,lastMoveTick=287,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 33|34 Current unavailable yield tiles: 34 Current yield-tile occupants: 45 Final row-event chain: 256|45 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2044\nPrecedence substitutions made: 4\nDependency chains followed: 1718\nBlocked by waiting-row occupant: 1718\nSubstituted events started: 6\nOccupied-space rejections: 7003\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 04 | standardDataset=306/306 (100.00%) | secondIndependentSeedCohortDataset=301/306 (98.37%) | seatedDelta=-5 | completionDelta=-1.63% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | secondIndependentSeedCohortWorse=true | standardFamily=COMPLETE_CABIN | secondIndependentSeedCohortFamily=LINKED_ROW_EVENT_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 29 SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:16:40 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2283790101901 Scenario number: 5 Scenario seed: -2046418597635690745 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.84% Blocker-prone seat share (topology component): 74.51% Aisle-assignment balance: 92.16% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2149 Passengers seated: 171/204 Average waiting ticks: 351.52 Longest waiting passenger: P90->17B(LEFT) Longest waiting ticks: 2149 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 26 Cluster candidates evaluated: 26 Executable cluster candidates: 0 Rejected cluster candidates: 26 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 29 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1737 Regions dissolved: 0 Repeated reconstructions avoided: 1737 Largest region lifetime: 1738 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1738:occupied=29 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1600 State changes reopening evaluation: 25 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1472 Maximum occupied tiles: 29 Seat events: 80 Single-blocker events: 20 Multiple-blocker events: 2 Temporary aisle reoccupations: 25 RIGHT AISLE ----------- Total moves: 1320 Maximum occupied tiles: 11 Seat events: 91 Single-blocker events: 22 Multiple-blocker events: 7 Temporary aisle reoccupations: 37 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1741 Reservations granted: 1733 Reservations denied/waited: 8 Simultaneous opposite-aisle conflicts: 1525 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 1 Remaining moving in aisle: 29 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 46476 Longest unresolved passenger ID: 90 Longest unresolved row: 17 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 27 Longest dependency chain: P170(22F/LEFT) -> P47(3A/LEFT) -> P115(28A/LEFT) -> P80(5B/LEFT) -> P0(11D/LEFT) -> P195(7A/LEFT) -> P104(15E/LEFT) -> P154(10E/LEFT) -> P55(24A/LEFT) -> P51(15B/LEFT) -> P26(29B/LEFT) -> P45(19D/LEFT) -> P165(21E/LEFT) -> P53(22E/LEFT) -> P127(18B/LEFT) -> P9(30F/LEFT) -> P175(28D/LEFT) -> P44(20E/LEFT) -> P79(27A/LEFT) -> P28(25B/LEFT) -> P194(29E/LEFT) -> P181(23A/LEFT) -> P139(24D/LEFT) -> P200(25A/LEFT) -> P112(26B/LEFT) -> P74(28B/LEFT) -> P40(27F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 170 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 29 Total blocked ticks: 55338 Total stationary ticks: 120612 Seat-event requests: 1821 Failed seat-event starts: 1650 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 40 Critical blocker identity: P40->27F(LEFT) Direct fan-out: 1 Total indirect descendants: 26 Critical tree size including blocker: 27 Critical tree depth: 27 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 32 Unresolved outside passengers: 1 Unresolved internal passengers outside critical tree: 5 Critical blocker tree: P40(27F/LEFT/WAITING_FOR_SEAT_EVENT) P74(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P112(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P200(25A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P139(24D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P181(23A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P194(29E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P28(25B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P79(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P44(20E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P175(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P9(30F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P127(18B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P53(22E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P165(21E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P45(19D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P26(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P51(15B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P55(24A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P154(10E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P104(15E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P195(7A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P0(11D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P80(5B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P115(28A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P47(3A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P170(22F/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1638 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 28|29 Critical blocker unavailable yield tiles: 28|29 Critical blocker yield-tile occupants: 196|111 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1638 Rear-boundary failures: 12 Middle-bank reservation failures: 8 Active-event deferrals: 676 Simultaneous arbitration losses: 1525 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 2 Trace length: 2 Yield-occupant trace: yieldOccupant[196]: P196(30A/LEFT/MOVING_IN_AISLE@tile28) -> P111(29F/LEFT/WAITING_AT_ROW@tile29) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[111]: P111(29F/LEFT/WAITING_AT_ROW@tile29) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P111->29F(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P196{seat=30A,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=28,directBlocker=111,lastMoveTick=342,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P111{seat=29F,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=29,directBlocker=-1,lastMoveTick=341,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 28|29 Current unavailable yield tiles: 28|29 Current yield-tile occupants: 196|111 Final row-event chain: 40|196|111 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3354\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1640\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 29 SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:16:40 Experiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2283790101901 Scenario number: 5 Scenario seed: -2046418597635690745 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 32.84% Blocker-prone seat share (topology component): 74.51% Aisle-assignment balance: 92.16% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 1908 Passengers seated: 72/204 Average waiting ticks: 1028.99 Longest waiting passenger: P0->11D(LEFT) Longest waiting ticks: 1908 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 28 Cluster candidates evaluated: 28 Executable cluster candidates: 0 Rejected cluster candidates: 28 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 29 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1763 Regions dissolved: 0 Repeated reconstructions avoided: 1763 Largest region lifetime: 1764 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1764:occupied=29 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1724 State changes reopening evaluation: 27 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 839 Maximum occupied tiles: 29 Seat events: 18 Single-blocker events: 1 Multiple-blocker events: 1 Temporary aisle reoccupations: 4 RIGHT AISLE ----------- Total moves: 1141 Maximum occupied tiles: 16 Seat events: 54 Single-blocker events: 12 Multiple-blocker events: 1 Temporary aisle reoccupations: 14 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1797 Reservations granted: 1796 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 1567 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 100 Remaining moving in aisle: 29 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 50379 Longest unresolved passenger ID: 0 Longest unresolved row: 11 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 27 Longest dependency chain: P2(16D/LEFT) -> P36(14D/LEFT) -> P59(19B/LEFT) -> P24(12A/LEFT) -> P142(21A/LEFT) -> P83(13B/LEFT) -> P54(14E/LEFT) -> P162(20D/LEFT) -> P183(13E/LEFT) -> P78(20C/LEFT) -> P144(21B/LEFT) -> P170(22F/LEFT) -> P115(28A/LEFT) -> P55(24A/LEFT) -> P26(29B/LEFT) -> P53(22E/LEFT) -> P9(30F/LEFT) -> P175(28D/LEFT) -> P79(27A/LEFT) -> P28(25B/LEFT) -> P194(29E/LEFT) -> P181(23A/LEFT) -> P139(24D/LEFT) -> P200(25A/LEFT) -> P112(26B/LEFT) -> P74(28B/LEFT) -> P40(27F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 2 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 29 Total blocked ticks: 58851 Total stationary ticks: 263043 Seat-event requests: 1832 Failed seat-event starts: 1760 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 40 Critical blocker identity: P40->27F(LEFT) Direct fan-out: 1 Total indirect descendants: 26 Critical tree size including blocker: 27 Critical tree depth: 27 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 32 Unresolved outside passengers: 100 Unresolved internal passengers outside critical tree: 5 Critical blocker tree: P40(27F/LEFT/WAITING_FOR_SEAT_EVENT) P74(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P112(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P200(25A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P139(24D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P181(23A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P194(29E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P28(25B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P79(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P175(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P9(30F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P53(22E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P26(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P55(24A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P115(28A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P170(22F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P144(21B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P78(20C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P183(13E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P162(20D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P54(14E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P83(13B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P142(21A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P24(12A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P59(19B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P36(14D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P2(16D/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1755 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 28|29 Critical blocker unavailable yield tiles: 28|29 Critical blocker yield-tile occupants: 196|111 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1755 Rear-boundary failures: 5 Middle-bank reservation failures: 1 Active-event deferrals: 257 Simultaneous arbitration losses: 1567 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 2 Trace length: 2 Yield-occupant trace: yieldOccupant[196]: P196(30A/LEFT/MOVING_IN_AISLE@tile28) -> P111(29F/LEFT/WAITING_AT_ROW@tile29) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[111]: P111(29F/LEFT/WAITING_AT_ROW@tile29) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P111->29F(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P196{seat=30A,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=28,directBlocker=111,lastMoveTick=132,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P111{seat=29F,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=29,directBlocker=-1,lastMoveTick=131,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 28|29 Current unavailable yield tiles: 28|29 Current yield-tile occupants: 196|111 Final row-event chain: 40|196|111 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3400\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 1755\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 05 | standardDataset=171/204 (83.82%) | secondIndependentSeedCohortDataset=72/204 (35.29%) | seatedDelta=-99 | completionDelta=-48.53% | outsideDelta=+99 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | secondIndependentSeedCohortWorse=true | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | secondIndependentSeedCohortFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 29 SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:16:41 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2283790101901 Scenario number: 6 Scenario seed: 1872133877824648760 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.35% Blocker-prone seat share (topology component): 76.47% Aisle-assignment balance: 96.08% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2212 Passengers seated: 197/204 Average waiting ticks: 342.35 Longest waiting passenger: P70->29C(RIGHT) Longest waiting ticks: 2143 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 7 Cluster candidates evaluated: 7 Executable cluster candidates: 0 Rejected cluster candidates: 7 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 7 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1793 Regions dissolved: 1 Repeated reconstructions avoided: 1793 Largest region lifetime: 1772 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1772:occupied=7 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1575 State changes reopening evaluation: 6 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1444 Maximum occupied tiles: 11 Seat events: 98 Single-blocker events: 24 Multiple-blocker events: 8 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1574 Maximum occupied tiles: 16 Seat events: 99 Single-blocker events: 26 Multiple-blocker events: 7 Temporary aisle reoccupations: 43 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1694 Reservations granted: 1691 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 5 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 8597 Longest unresolved passenger ID: 197 Longest unresolved row: 29 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 6 Longest dependency chain: P149(30H/RIGHT) -> P61(28F/RIGHT) -> P115(28G/RIGHT) -> P169(29G/RIGHT) -> P197(29D/RIGHT) -> P70(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 149 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 5 Total blocked ticks: 16598 Total stationary ticks: 81348 Seat-event requests: 1791 Failed seat-event starts: 1594 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 70 Critical blocker identity: P70->29C(RIGHT) Direct fan-out: 1 Total indirect descendants: 5 Critical tree size including blocker: 6 Critical tree depth: 6 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 7 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P70(29C/RIGHT/WAITING_FOR_SEAT_EVENT) P197(29D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P169(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P115(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P61(28F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P149(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1594 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 107 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1594 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 783 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[107]: P107(30C/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P107->30C(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P107{seat=30C,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=428,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 30 Current unavailable yield tiles: 30 Current yield-tile occupants: 107 Final row-event chain: 70|107 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1794\nPrecedence substitutions made: 0\nDependency chains followed: 1586\nBlocked by waiting-row occupant: 1586\nSubstituted events started: 0\nOccupied-space rejections: 1594\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 29 SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:16:41 Experiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2283790101901 Scenario number: 6 Scenario seed: 1872133877824648760 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 32.35% Blocker-prone seat share (topology component): 76.47% Aisle-assignment balance: 96.08% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2208 Passengers seated: 197/204 Average waiting ticks: 332.40 Longest waiting passenger: P70->29C(RIGHT) Longest waiting ticks: 2111 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 5 Cluster candidates evaluated: 5 Executable cluster candidates: 0 Rejected cluster candidates: 5 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 7 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 2052 Regions dissolved: 1 Repeated reconstructions avoided: 2052 Largest region lifetime: 2042 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2042:occupied=7 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1632 State changes reopening evaluation: 4 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1444 Maximum occupied tiles: 17 Seat events: 98 Single-blocker events: 25 Multiple-blocker events: 8 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1574 Maximum occupied tiles: 20 Seat events: 99 Single-blocker events: 27 Multiple-blocker events: 6 Temporary aisle reoccupations: 42 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1752 Reservations granted: 1742 Reservations denied/waited: 10 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 5 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 10493 Longest unresolved passenger ID: 197 Longest unresolved row: 29 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 6 Longest dependency chain: P149(30H/RIGHT) -> P61(28F/RIGHT) -> P115(28G/RIGHT) -> P169(29G/RIGHT) -> P197(29D/RIGHT) -> P70(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 149 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 5 Total blocked ticks: 21387 Total stationary ticks: 83569 Seat-event requests: 1842 Failed seat-event starts: 1645 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 70 Critical blocker identity: P70->29C(RIGHT) Direct fan-out: 1 Total indirect descendants: 5 Critical tree size including blocker: 6 Critical tree depth: 6 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 7 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P70(29C/RIGHT/WAITING_FOR_SEAT_EVENT) P197(29D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P169(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P115(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P61(28F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P149(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1644 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 107 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1644 Rear-boundary failures: 1 Middle-bank reservation failures: 10 Active-event deferrals: 1122 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[107]: P107(30C/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P107->30C(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P107{seat=30C,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=159,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 30 Current unavailable yield tiles: 30 Current yield-tile occupants: 107 Final row-event chain: 70|107 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1852\nPrecedence substitutions made: 7\nDependency chains followed: 1647\nBlocked by waiting-row occupant: 1647\nSubstituted events started: 8\nOccupied-space rejections: 1651\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 06 | standardDataset=197/204 (96.57%) | secondIndependentSeedCohortDataset=197/204 (96.57%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | secondIndependentSeedCohortWorse=false | standardFamily=LINKED_ROW_EVENT_CHAIN | secondIndependentSeedCohortFamily=LINKED_ROW_EVENT_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 29 SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:16:41 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2283790101901 Scenario number: 7 Scenario seed: -2545375060663856955 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 99.15% OUTCOME ------- Status: SUCCESS Completed ticks: 1252 Passengers seated: 353/353 Average waiting ticks: 582.99 Longest waiting passenger: P31->8J(RIGHT) Longest waiting ticks: 1189 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 4 Executable cluster candidates: 2 Rejected cluster candidates: 2 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 7 Selected release potential total: 9 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 42 Regions dissolved: 2 Repeated reconstructions avoided: 42 Largest region lifetime: 40 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=4 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3126 Maximum occupied tiles: 14 Seat events: 175 Single-blocker events: 49 Multiple-blocker events: 25 Temporary aisle reoccupations: 102 RIGHT AISLE ----------- Total moves: 3051 Maximum occupied tiles: 14 Seat events: 178 Single-blocker events: 41 Multiple-blocker events: 25 Temporary aisle reoccupations: 96 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 148 Reservations granted: 147 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7955 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9891 Total stationary ticks: 212784 Seat-event requests: 376 Failed seat-event starts: 23 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 914 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 23 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 914 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 3\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 5\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 29 SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:16:41 Experiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2283790101901 Scenario number: 7 Scenario seed: -2545375060663856955 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 99.15% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2739 Passengers seated: 351/353 Average waiting ticks: 583.33 Longest waiting passenger: P140->34D(RIGHT) Longest waiting ticks: 2622 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles6-8:occupied=3:anchor=P260:selected=P292:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 33 Regions dissolved: 2 Repeated reconstructions avoided: 33 Largest region lifetime: 19 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=16 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3126 Maximum occupied tiles: 20 Seat events: 175 Single-blocker events: 48 Multiple-blocker events: 26 Temporary aisle reoccupations: 103 RIGHT AISLE ----------- Total moves: 3049 Maximum occupied tiles: 19 Seat events: 176 Single-blocker events: 43 Multiple-blocker events: 22 Temporary aisle reoccupations: 90 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1870 Reservations granted: 1863 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 12933 Longest unresolved passenger ID: 295 Longest unresolved row: 35 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P295(35J/RIGHT) -> P140(34D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 295 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 19269 Total stationary ticks: 220117 Seat-event requests: 2086 Failed seat-event starts: 1735 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 140 Critical blocker identity: P140->34D(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P140(34D/RIGHT/WAITING_FOR_SEAT_EVENT) P295(35J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1719 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 3 Critical blocker required yield tiles: 35|36|37 Critical blocker unavailable yield tiles: 37 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 16 Rear-boundary failures: 1719 Middle-bank reservation failures: 7 Active-event deferrals: 1261 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 35|36|37 Current unavailable yield tiles: 37 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2092\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 19\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 07 | standardDataset=353/353 (100.00%) | secondIndependentSeedCohortDataset=351/353 (99.43%) | seatedDelta=-2 | completionDelta=-0.57% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | secondIndependentSeedCohortWorse=true | standardFamily=COMPLETE_CABIN | secondIndependentSeedCohortFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 29 SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:16:41 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2283790101901 Scenario number: 8 Scenario seed: -1627071586760991429 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.66% Blocker-prone seat share (topology component): 66.79% Aisle-assignment balance: 94.16% OUTCOME ------- Status: SUCCESS Completed ticks: 1022 Passengers seated: 274/274 Average waiting ticks: 449.88 Longest waiting passenger: P165->21A(LEFT) Longest waiting ticks: 989 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2237 Maximum occupied tiles: 12 Seat events: 145 Single-blocker events: 41 Multiple-blocker events: 13 Temporary aisle reoccupations: 67 RIGHT AISLE ----------- Total moves: 1999 Maximum occupied tiles: 12 Seat events: 129 Single-blocker events: 38 Multiple-blocker events: 13 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 100 Reservations granted: 98 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5533 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6674 Total stationary ticks: 127927 Seat-event requests: 285 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 556 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 556 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 287\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 29 SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:16:41 Experiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2283790101901 Scenario number: 8 Scenario seed: -1627071586760991429 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 30.66% Blocker-prone seat share (topology component): 66.79% Aisle-assignment balance: 94.16% OUTCOME ------- Status: SUCCESS Completed ticks: 1005 Passengers seated: 274/274 Average waiting ticks: 452.29 Longest waiting passenger: P52->2A(LEFT) Longest waiting ticks: 997 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2237 Maximum occupied tiles: 18 Seat events: 145 Single-blocker events: 41 Multiple-blocker events: 13 Temporary aisle reoccupations: 67 RIGHT AISLE ----------- Total moves: 1999 Maximum occupied tiles: 18 Seat events: 129 Single-blocker events: 38 Multiple-blocker events: 13 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 104 Reservations granted: 100 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8854 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 10065 Total stationary ticks: 131894 Seat-event requests: 284 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 629 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 629 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 289\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 7\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 08 | standardDataset=274/274 (100.00%) | secondIndependentSeedCohortDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | secondIndependentSeedCohortWorse=false | standardFamily=COMPLETE_CABIN | secondIndependentSeedCohortFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 29 SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:16:41 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2283790101901 Scenario number: 9 Scenario seed: 7025437500878246353 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 245 Occupancy: 85% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.24% Blocker-prone seat share (topology component): 66.12% Aisle-assignment balance: 98.78% OUTCOME ------- Status: SUCCESS Completed ticks: 875 Passengers seated: 245/245 Average waiting ticks: 395.64 Longest waiting passenger: P201->24H(RIGHT) Longest waiting ticks: 814 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1916 Maximum occupied tiles: 11 Seat events: 121 Single-blocker events: 34 Multiple-blocker events: 5 Temporary aisle reoccupations: 44 RIGHT AISLE ----------- Total moves: 1908 Maximum occupied tiles: 13 Seat events: 124 Single-blocker events: 34 Multiple-blocker events: 12 Temporary aisle reoccupations: 58 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 86 Reservations granted: 86 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4772 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5925 Total stationary ticks: 101000 Seat-event requests: 252 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 579 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 579 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 252\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 29 SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:16:41 Experiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2283790101901 Scenario number: 9 Scenario seed: 7025437500878246353 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 245 Occupancy: 85% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 32.24% Blocker-prone seat share (topology component): 66.12% Aisle-assignment balance: 98.78% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2361 Passengers seated: 239/245 Average waiting ticks: 390.80 Longest waiting passenger: P49->32A(LEFT) Longest waiting ticks: 2269 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 4 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 6 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2163 Regions dissolved: 0 Repeated reconstructions avoided: 2163 Largest region lifetime: 2164 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2164:occupied=6 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1700 State changes reopening evaluation: 3 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1909 Maximum occupied tiles: 19 Seat events: 115 Single-blocker events: 30 Multiple-blocker events: 3 Temporary aisle reoccupations: 36 RIGHT AISLE ----------- Total moves: 1908 Maximum occupied tiles: 17 Seat events: 124 Single-blocker events: 34 Multiple-blocker events: 13 Temporary aisle reoccupations: 60 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 87 Reservations granted: 83 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 5 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 11139 Longest unresolved passenger ID: 16 Longest unresolved row: 32 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 6 Longest dependency chain: P159(30A/LEFT) -> P128(29F/LEFT) -> P175(30C/LEFT) -> P43(31A/LEFT) -> P16(32B/LEFT) -> P49(32A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 159 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 5 Total blocked ticks: 21628 Total stationary ticks: 113537 Seat-event requests: 1953 Failed seat-event starts: 1714 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 49 Critical blocker identity: P49->32A(LEFT) Direct fan-out: 1 Total indirect descendants: 5 Critical tree size including blocker: 6 Critical tree depth: 6 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 6 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P49(32A/LEFT/WAITING_FOR_SEAT_EVENT) P16(32B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P43(31A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P175(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P128(29F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P159(30A/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1708 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 1 Critical blocker required yield tiles: 33 Critical blocker unavailable yield tiles: 33 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 1708 Middle-bank reservation failures: 4 Active-event deferrals: 814 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 1 Current required yield tiles: 33 Current unavailable yield tiles: 33 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1957\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 09 | standardDataset=245/245 (100.00%) | secondIndependentSeedCohortDataset=239/245 (97.55%) | seatedDelta=-6 | completionDelta=-2.45% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | secondIndependentSeedCohortWorse=true | standardFamily=COMPLETE_CABIN | secondIndependentSeedCohortFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 29 SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:16:41 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2283790101901 Scenario number: 10 Scenario seed: -6998663503379057958 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 98.58% OUTCOME ------- Status: SUCCESS Completed ticks: 1000 Passengers seated: 282/282 Average waiting ticks: 464.42 Longest waiting passenger: P88->5B(LEFT) Longest waiting ticks: 973 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: LEFT:tiles8-11:occupied=3:anchor=P10:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 40 Regions dissolved: 2 Repeated reconstructions avoided: 40 Largest region lifetime: 32 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=10 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2203 Maximum occupied tiles: 12 Seat events: 143 Single-blocker events: 53 Multiple-blocker events: 14 Temporary aisle reoccupations: 81 RIGHT AISLE ----------- Total moves: 2128 Maximum occupied tiles: 12 Seat events: 139 Single-blocker events: 38 Multiple-blocker events: 18 Temporary aisle reoccupations: 74 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 97 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5444 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6795 Total stationary ticks: 135538 Seat-event requests: 301 Failed seat-event starts: 19 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 665 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 18 Rear-boundary failures: 1 Middle-bank reservation failures: 0 Active-event deferrals: 665 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 299\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 6\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 29 SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:16:41 Experiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2283790101901 Scenario number: 10 Scenario seed: -6998663503379057958 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 98.58% OUTCOME ------- Status: SUCCESS Completed ticks: 991 Passengers seated: 282/282 Average waiting ticks: 460.44 Longest waiting passenger: P88->5B(LEFT) Longest waiting ticks: 979 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2203 Maximum occupied tiles: 17 Seat events: 143 Single-blocker events: 52 Multiple-blocker events: 15 Temporary aisle reoccupations: 82 RIGHT AISLE ----------- Total moves: 2128 Maximum occupied tiles: 17 Seat events: 139 Single-blocker events: 39 Multiple-blocker events: 17 Temporary aisle reoccupations: 73 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 96 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 9188 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 10153 Total stationary ticks: 137963 Seat-event requests: 289 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 498 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 498 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 294\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 9\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 10 | standardDataset=282/282 (100.00%) | secondIndependentSeedCohortDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | secondIndependentSeedCohortWorse=false | standardFamily=COMPLETE_CABIN | secondIndependentSeedCohortFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 29 SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:16:41 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2283790101901 Scenario number: 11 Scenario seed: -6762613906240221830 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.27% Blocker-prone seat share (topology component): 65.25% Aisle-assignment balance: 98.84% OUTCOME ------- Status: SUCCESS Completed ticks: 949 Passengers seated: 259/259 Average waiting ticks: 438.47 Longest waiting passenger: P63->12E(RIGHT) Longest waiting ticks: 893 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1932 Maximum occupied tiles: 10 Seat events: 128 Single-blocker events: 35 Multiple-blocker events: 10 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 2078 Maximum occupied tiles: 11 Seat events: 131 Single-blocker events: 34 Multiple-blocker events: 17 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 85 Reservations granted: 85 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4592 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5570 Total stationary ticks: 117262 Seat-event requests: 268 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 519 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 519 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 268\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 29 SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:16:41 Experiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2283790101901 Scenario number: 11 Scenario seed: -6762613906240221830 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 31.27% Blocker-prone seat share (topology component): 65.25% Aisle-assignment balance: 98.84% OUTCOME ------- Status: SUCCESS Completed ticks: 930 Passengers seated: 259/259 Average waiting ticks: 440.15 Longest waiting passenger: P4->8G(RIGHT) Longest waiting ticks: 909 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1932 Maximum occupied tiles: 15 Seat events: 128 Single-blocker events: 35 Multiple-blocker events: 10 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 2078 Maximum occupied tiles: 16 Seat events: 131 Single-blocker events: 34 Multiple-blocker events: 17 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 93 Reservations granted: 85 Reservations denied/waited: 8 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7536 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8593 Total stationary ticks: 120563 Seat-event requests: 264 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 629 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 4 Rear-boundary failures: 1 Middle-bank reservation failures: 8 Active-event deferrals: 629 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 273\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 4\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 11 | standardDataset=259/259 (100.00%) | secondIndependentSeedCohortDataset=259/259 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | secondIndependentSeedCohortWorse=false | standardFamily=COMPLETE_CABIN | secondIndependentSeedCohortFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 29 SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:16:41 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2283790101901 Scenario number: 12 Scenario seed: -8302191104557006699 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 99.57% OUTCOME ------- Status: SUCCESS Completed ticks: 850 Passengers seated: 235/235 Average waiting ticks: 385.90 Longest waiting passenger: P167->30A(LEFT) Longest waiting ticks: 791 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:region=R4:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 54 Regions dissolved: 4 Repeated reconstructions avoided: 54 Largest region lifetime: 33 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=33 Confirmation deferral ticks: 5 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1709 Maximum occupied tiles: 13 Seat events: 118 Single-blocker events: 33 Multiple-blocker events: 14 Temporary aisle reoccupations: 69 RIGHT AISLE ----------- Total moves: 1716 Maximum occupied tiles: 11 Seat events: 117 Single-blocker events: 31 Multiple-blocker events: 12 Temporary aisle reoccupations: 56 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 145 Reservations granted: 141 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4429 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5567 Total stationary ticks: 94376 Seat-event requests: 262 Failed seat-event starts: 27 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 558 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 27 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 558 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 265\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 28\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 29 SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:16:41 Experiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2283790101901 Scenario number: 12 Scenario seed: -8302191104557006699 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2325 Passengers seated: 185/235 Average waiting ticks: 612.66 Longest waiting passenger: P1->9G(RIGHT) Longest waiting ticks: 2325 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 10 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 13 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 3877 Regions dissolved: 1 Repeated reconstructions avoided: 3877 Largest region lifetime: 2056 Maximum simultaneous active regions: 3 Regions active at termination: 2 Last lifecycle event: UPDATE:R2:age=1809:occupied=13 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1866 State changes reopening evaluation: 8 Region priority competitions: 1619 Regions ranked: 3238 Hierarchical selections: 1619 Lower-priority evaluations deferred: 1573 Highest selected priority score: 14410 Left/right priority wins: 1/1618 Priority ties: 0 Last priority decision: LEFT:R1:score=5610 | RIGHT:R2:score=14410 | selected=RIGHT LEFT AISLE ---------- Total moves: 1694 Maximum occupied tiles: 17 Seat events: 113 Single-blocker events: 27 Multiple-blocker events: 9 Temporary aisle reoccupations: 47 RIGHT AISLE ----------- Total moves: 1500 Maximum occupied tiles: 15 Seat events: 72 Single-blocker events: 16 Multiple-blocker events: 8 Temporary aisle reoccupations: 32 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 3559 Reservations granted: 3557 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 30 Remaining moving in aisle: 17 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 31778 Longest unresolved passenger ID: 1 Longest unresolved row: 9 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 13 Longest dependency chain: P41(4C/RIGHT) -> P223(4G/RIGHT) -> P66(6H/RIGHT) -> P86(5G/RIGHT) -> P8(6G/RIGHT) -> P25(9E/RIGHT) -> P49(8H/RIGHT) -> P105(17G/RIGHT) -> P153(15G/RIGHT) -> P136(16C/RIGHT) -> P130(18G/RIGHT) -> P142(19G/RIGHT) -> P131(13C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 41 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 17 Total blocked ticks: 44055 Total stationary ticks: 181096 Seat-event requests: 3645 Failed seat-event starts: 3460 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 131 Critical blocker identity: P131->13C(RIGHT) Direct fan-out: 1 Total indirect descendants: 12 Critical tree size including blocker: 13 Critical tree depth: 13 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 20 Unresolved outside passengers: 30 Unresolved internal passengers outside critical tree: 7 Critical blocker tree: P131(13C/RIGHT/WAITING_FOR_SEAT_EVENT) P142(19G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P130(18G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P136(16C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P153(15G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P105(17G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P49(8H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P25(9E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P8(6G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P86(5G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P66(6H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P223(4G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P41(4C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1801 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 14|15|16 Critical blocker unavailable yield tiles: 16 Critical blocker yield-tile occupants: 150 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1801 Rear-boundary failures: 1659 Middle-bank reservation failures: 2 Active-event deferrals: 640 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[150]: P150(19F/RIGHT/MOVING_IN_AISLE@tile16) -> P77(17H/RIGHT/WAITING_AT_ROW@tile17) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P77->17H(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P150{seat=19F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=16,directBlocker=77,lastMoveTick=516,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 14|15|16 Current unavailable yield tiles: 16 Current yield-tile occupants: 150 Final row-event chain: 131|150|77 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3647\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 1802\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 12 | standardDataset=235/235 (100.00%) | secondIndependentSeedCohortDataset=185/235 (78.72%) | seatedDelta=-50 | completionDelta=-21.28% | outsideDelta=+30 | clustersDetected=3 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | secondIndependentSeedCohortWorse=true | standardFamily=COMPLETE_CABIN | secondIndependentSeedCohortFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 29 SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:16:41 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2283790101901 Scenario number: 13 Scenario seed: 8529209877851507025 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.77% Blocker-prone seat share (topology component): 74.48% Aisle-assignment balance: 89.58% OUTCOME ------- Status: SUCCESS Completed ticks: 763 Passengers seated: 192/192 Average waiting ticks: 318.79 Longest waiting passenger: P11->25C(LEFT) Longest waiting ticks: 707 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1544 Maximum occupied tiles: 11 Seat events: 106 Single-blocker events: 26 Multiple-blocker events: 10 Temporary aisle reoccupations: 46 RIGHT AISLE ----------- Total moves: 1295 Maximum occupied tiles: 11 Seat events: 86 Single-blocker events: 18 Multiple-blocker events: 9 Temporary aisle reoccupations: 38 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 112 Reservations granted: 104 Reservations denied/waited: 8 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3412 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4219 Total stationary ticks: 63990 Seat-event requests: 198 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 418 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 8 Active-event deferrals: 418 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 206\nPrecedence substitutions made: 2\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 29 SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:16:41 Experiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2283790101901 Scenario number: 13 Scenario seed: 8529209877851507025 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 31.77% Blocker-prone seat share (topology component): 74.48% Aisle-assignment balance: 89.58% OUTCOME ------- Status: SUCCESS Completed ticks: 746 Passengers seated: 192/192 Average waiting ticks: 322.50 Longest waiting passenger: P143->11C(LEFT) Longest waiting ticks: 724 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1544 Maximum occupied tiles: 15 Seat events: 106 Single-blocker events: 27 Multiple-blocker events: 10 Temporary aisle reoccupations: 47 RIGHT AISLE ----------- Total moves: 1295 Maximum occupied tiles: 17 Seat events: 86 Single-blocker events: 17 Multiple-blocker events: 9 Temporary aisle reoccupations: 37 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 111 Reservations granted: 102 Reservations denied/waited: 9 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5791 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6603 Total stationary ticks: 67069 Seat-event requests: 194 Failed seat-event starts: 2 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 434 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 2 Rear-boundary failures: 0 Middle-bank reservation failures: 9 Active-event deferrals: 434 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 203\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 13 | standardDataset=192/192 (100.00%) | secondIndependentSeedCohortDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | secondIndependentSeedCohortWorse=false | standardFamily=COMPLETE_CABIN | secondIndependentSeedCohortFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 29 SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:16:41 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2283790101901 Scenario number: 14 Scenario seed: -961678522397635510 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.21% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 681 Passengers seated: 192/192 Average waiting ticks: 307.22 Longest waiting passenger: P110->15G(RIGHT) Longest waiting ticks: 641 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1339 Maximum occupied tiles: 14 Seat events: 96 Single-blocker events: 28 Multiple-blocker events: 14 Temporary aisle reoccupations: 58 RIGHT AISLE ----------- Total moves: 1439 Maximum occupied tiles: 10 Seat events: 96 Single-blocker events: 21 Multiple-blocker events: 6 Temporary aisle reoccupations: 34 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 103 Reservations granted: 103 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3497 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4367 Total stationary ticks: 61934 Seat-event requests: 197 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 403 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 403 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 197\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 29 SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:16:41 Experiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2283790101901 Scenario number: 14 Scenario seed: -961678522397635510 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 30.21% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 675 Passengers seated: 192/192 Average waiting ticks: 304.60 Longest waiting passenger: P13->5A(LEFT) Longest waiting ticks: 650 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 4 Selected release potential total: 6 Last cluster decision: RIGHT:tiles1-3:occupied=3:anchor=P42:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 38 Regions dissolved: 3 Repeated reconstructions avoided: 38 Largest region lifetime: 19 Maximum simultaneous active regions: 2 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=11 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1339 Maximum occupied tiles: 17 Seat events: 96 Single-blocker events: 27 Multiple-blocker events: 14 Temporary aisle reoccupations: 56 RIGHT AISLE ----------- Total moves: 1439 Maximum occupied tiles: 15 Seat events: 96 Single-blocker events: 22 Multiple-blocker events: 6 Temporary aisle reoccupations: 36 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 106 Reservations granted: 103 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5841 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6644 Total stationary ticks: 63697 Seat-event requests: 205 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 382 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 382 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 206\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 14 | standardDataset=192/192 (100.00%) | secondIndependentSeedCohortDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=2 | clusterStarts=3 | convertedToSuccess=false | secondIndependentSeedCohortWorse=false | standardFamily=COMPLETE_CABIN | secondIndependentSeedCohortFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 29 SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:16:41 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2283790101901 Scenario number: 15 Scenario seed: 6441149910882708414 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.70% Blocker-prone seat share (topology component): 66.52% Aisle-assignment balance: 99.13% OUTCOME ------- Status: SUCCESS Completed ticks: 834 Passengers seated: 230/230 Average waiting ticks: 378.72 Longest waiting passenger: P166->27D(LEFT) Longest waiting ticks: 777 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1708 Maximum occupied tiles: 11 Seat events: 116 Single-blocker events: 29 Multiple-blocker events: 4 Temporary aisle reoccupations: 37 RIGHT AISLE ----------- Total moves: 1846 Maximum occupied tiles: 14 Seat events: 114 Single-blocker events: 36 Multiple-blocker events: 10 Temporary aisle reoccupations: 56 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 78 Reservations granted: 78 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4362 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5411 Total stationary ticks: 90704 Seat-event requests: 234 Failed seat-event starts: 4 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 603 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 4 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 603 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 234\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 4\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 29 SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:16:41 Experiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2283790101901 Scenario number: 15 Scenario seed: 6441149910882708414 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 28.70% Blocker-prone seat share (topology component): 66.52% Aisle-assignment balance: 99.13% OUTCOME ------- Status: SUCCESS Completed ticks: 821 Passengers seated: 230/230 Average waiting ticks: 377.57 Longest waiting passenger: P197->6F(LEFT) Longest waiting ticks: 794 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles30-32:occupied=3:anchor=P21:selected=P114:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 10 Regions dissolved: 1 Repeated reconstructions avoided: 10 Largest region lifetime: 11 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=11 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1708 Maximum occupied tiles: 16 Seat events: 116 Single-blocker events: 29 Multiple-blocker events: 4 Temporary aisle reoccupations: 37 RIGHT AISLE ----------- Total moves: 1846 Maximum occupied tiles: 17 Seat events: 114 Single-blocker events: 36 Multiple-blocker events: 10 Temporary aisle reoccupations: 56 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 81 Reservations granted: 79 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7126 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8026 Total stationary ticks: 93129 Seat-event requests: 241 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 532 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 532 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 242\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 15 | standardDataset=230/230 (100.00%) | secondIndependentSeedCohortDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=2 | convertedToSuccess=false | secondIndependentSeedCohortWorse=false | standardFamily=COMPLETE_CABIN | secondIndependentSeedCohortFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 29 SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:16:41 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2283790101901 Scenario number: 16 Scenario seed: -2332748058551537194 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.78% Blocker-prone seat share (topology component): 59.88% Aisle-assignment balance: 98.15% OUTCOME ------- Status: SUCCESS Completed ticks: 1173 Passengers seated: 324/324 Average waiting ticks: 532.54 Longest waiting passenger: P99->16H(RIGHT) Longest waiting ticks: 1120 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 2 Last cluster decision: LEFT:tiles12-15:occupied=4:anchor=P307:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 29 Regions dissolved: 2 Repeated reconstructions avoided: 29 Largest region lifetime: 22 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=22 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2766 Maximum occupied tiles: 14 Seat events: 159 Single-blocker events: 40 Multiple-blocker events: 21 Temporary aisle reoccupations: 85 RIGHT AISLE ----------- Total moves: 2965 Maximum occupied tiles: 13 Seat events: 165 Single-blocker events: 46 Multiple-blocker events: 19 Temporary aisle reoccupations: 87 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 150 Reservations granted: 147 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7331 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8676 Total stationary ticks: 178829 Seat-event requests: 345 Failed seat-event starts: 21 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 626 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 21 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 626 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 347\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 29 SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:16:41 Experiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2283790101901 Scenario number: 16 Scenario seed: -2332748058551537194 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 27.78% Blocker-prone seat share (topology component): 59.88% Aisle-assignment balance: 98.15% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2662 Passengers seated: 319/324 Average waiting ticks: 546.01 Longest waiting passenger: P293->34F(LEFT) Longest waiting ticks: 2558 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 0 Rejected cluster candidates: 2 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 5 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 2346 Regions dissolved: 1 Repeated reconstructions avoided: 2346 Largest region lifetime: 2330 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2330:occupied=5 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1768 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2760 Maximum occupied tiles: 20 Seat events: 154 Single-blocker events: 39 Multiple-blocker events: 19 Temporary aisle reoccupations: 78 RIGHT AISLE ----------- Total moves: 2965 Maximum occupied tiles: 20 Seat events: 165 Single-blocker events: 45 Multiple-blocker events: 20 Temporary aisle reoccupations: 90 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1916 Reservations granted: 1916 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 11643 Longest unresolved passenger ID: 236 Longest unresolved row: 34 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P304(33E/LEFT) -> P79(35B/LEFT) -> P236(34D/LEFT) -> P293(34F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 304 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 24503 Total stationary ticks: 194372 Seat-event requests: 2111 Failed seat-event starts: 1792 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 293 Critical blocker identity: P293->34F(LEFT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P293(34F/LEFT/WAITING_FOR_SEAT_EVENT) P236(34D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P79(35B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P304(33E/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1790 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 35 Critical blocker unavailable yield tiles: 35 Critical blocker yield-tile occupants: 183 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1790 Rear-boundary failures: 2 Middle-bank reservation failures: 0 Active-event deferrals: 1521 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[183]: P183(35F/LEFT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P183->35F(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P183{seat=35F,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=35,directBlocker=-1,lastMoveTick=310,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 35 Current unavailable yield tiles: 35 Current yield-tile occupants: 183 Final row-event chain: 293|183 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2111\nPrecedence substitutions made: 5\nDependency chains followed: 1781\nBlocked by waiting-row occupant: 1781\nSubstituted events started: 6\nOccupied-space rejections: 1795\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 16 | standardDataset=324/324 (100.00%) | secondIndependentSeedCohortDataset=319/324 (98.46%) | seatedDelta=-5 | completionDelta=-1.54% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | secondIndependentSeedCohortWorse=true | standardFamily=COMPLETE_CABIN | secondIndependentSeedCohortFamily=LINKED_ROW_EVENT_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 29 SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:16:41 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2283790101901 Scenario number: 17 Scenario seed: -529599178270289712 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.74% Aisle-assignment balance: 95.32% OUTCOME ------- Status: SUCCESS Completed ticks: 857 Passengers seated: 235/235 Average waiting ticks: 383.07 Longest waiting passenger: P129->9G(RIGHT) Longest waiting ticks: 827 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 3 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: LEFT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 66 Regions dissolved: 3 Repeated reconstructions avoided: 66 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=23 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1634 Maximum occupied tiles: 12 Seat events: 112 Single-blocker events: 27 Multiple-blocker events: 13 Temporary aisle reoccupations: 58 RIGHT AISLE ----------- Total moves: 1733 Maximum occupied tiles: 11 Seat events: 123 Single-blocker events: 25 Multiple-blocker events: 14 Temporary aisle reoccupations: 60 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 133 Reservations granted: 128 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4293 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5425 Total stationary ticks: 93658 Seat-event requests: 253 Failed seat-event starts: 18 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 505 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 18 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 505 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 257\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 29 SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:16:41 Experiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2283790101901 Scenario number: 17 Scenario seed: -529599178270289712 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.74% Aisle-assignment balance: 95.32% OUTCOME ------- Status: SUCCESS Completed ticks: 863 Passengers seated: 235/235 Average waiting ticks: 380.32 Longest waiting passenger: P129->9G(RIGHT) Longest waiting ticks: 848 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 37 Regions dissolved: 3 Repeated reconstructions avoided: 37 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1634 Maximum occupied tiles: 17 Seat events: 112 Single-blocker events: 26 Multiple-blocker events: 15 Temporary aisle reoccupations: 60 RIGHT AISLE ----------- Total moves: 1733 Maximum occupied tiles: 16 Seat events: 123 Single-blocker events: 26 Multiple-blocker events: 13 Temporary aisle reoccupations: 58 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 139 Reservations granted: 130 Reservations denied/waited: 9 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7143 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8078 Total stationary ticks: 95718 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 457 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 9 Active-event deferrals: 457 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 256\nPrecedence substitutions made: 8\nDependency chains followed: 8\nBlocked by waiting-row occupant: 8\nSubstituted events started: 10\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 17 | standardDataset=235/235 (100.00%) | secondIndependentSeedCohortDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=1 | clusterStarts=2 | convertedToSuccess=false | secondIndependentSeedCohortWorse=false | standardFamily=COMPLETE_CABIN | secondIndependentSeedCohortFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 29 SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:16:41 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2283790101901 Scenario number: 18 Scenario seed: 4811797343631274317 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.66% Blocker-prone seat share (topology component): 66.02% Aisle-assignment balance: 99.61% OUTCOME ------- Status: SUCCESS Completed ticks: 921 Passengers seated: 259/259 Average waiting ticks: 420.95 Longest waiting passenger: P229->22A(LEFT) Longest waiting ticks: 867 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2167 Maximum occupied tiles: 13 Seat events: 130 Single-blocker events: 41 Multiple-blocker events: 7 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 1850 Maximum occupied tiles: 12 Seat events: 129 Single-blocker events: 34 Multiple-blocker events: 12 Temporary aisle reoccupations: 58 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 86 Reservations granted: 85 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5376 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6503 Total stationary ticks: 113621 Seat-event requests: 266 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 553 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 553 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 267\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 29 SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:16:41 Experiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2283790101901 Scenario number: 18 Scenario seed: 4811797343631274317 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 31.66% Blocker-prone seat share (topology component): 66.02% Aisle-assignment balance: 99.61% OUTCOME ------- Status: SUCCESS Completed ticks: 972 Passengers seated: 259/259 Average waiting ticks: 439.40 Longest waiting passenger: P108->5G(RIGHT) Longest waiting ticks: 956 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2167 Maximum occupied tiles: 18 Seat events: 130 Single-blocker events: 43 Multiple-blocker events: 7 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1850 Maximum occupied tiles: 16 Seat events: 129 Single-blocker events: 34 Multiple-blocker events: 11 Temporary aisle reoccupations: 56 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 87 Reservations granted: 85 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8211 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9065 Total stationary ticks: 121077 Seat-event requests: 265 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 452 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 452 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 267\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 18 | standardDataset=259/259 (100.00%) | secondIndependentSeedCohortDataset=259/259 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | secondIndependentSeedCohortWorse=false | standardFamily=COMPLETE_CABIN | secondIndependentSeedCohortFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 29 SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:16:41 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2283790101901 Scenario number: 19 Scenario seed: 8711100109737239478 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.43% Blocker-prone seat share (topology component): 69.57% Aisle-assignment balance: 96.52% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2313 Passengers seated: 225/230 Average waiting ticks: 382.20 Longest waiting passenger: P171->32I(RIGHT) Longest waiting ticks: 2271 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 5 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 5 Selected release potential total: 5 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1649 Regions dissolved: 2 Repeated reconstructions avoided: 1649 Largest region lifetime: 1628 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1628:occupied=5 Confirmation deferral ticks: 5 Regions reaching confirmation: 3 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1532 State changes reopening evaluation: 3 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1670 Maximum occupied tiles: 11 Seat events: 111 Single-blocker events: 21 Multiple-blocker events: 8 Temporary aisle reoccupations: 37 RIGHT AISLE ----------- Total moves: 1839 Maximum occupied tiles: 13 Seat events: 114 Single-blocker events: 24 Multiple-blocker events: 6 Temporary aisle reoccupations: 36 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 79 Reservations granted: 79 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 4 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 6667 Longest unresolved passenger ID: 168 Longest unresolved row: 32 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 5 Longest dependency chain: P91(29I/RIGHT) -> P29(30I/RIGHT) -> P124(31I/RIGHT) -> P168(32E/RIGHT) -> P171(32I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 91 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 4 Total blocked ticks: 13131 Total stationary ticks: 97591 Seat-event requests: 1787 Failed seat-event starts: 1562 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 171 Critical blocker identity: P171->32I(RIGHT) Direct fan-out: 1 Total indirect descendants: 4 Critical tree size including blocker: 5 Critical tree depth: 5 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P171(32I/RIGHT/WAITING_FOR_SEAT_EVENT) P168(32E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P124(31I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P29(30I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P91(29I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1549 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 33|34 Critical blocker unavailable yield tiles: 33|34 Critical blocker yield-tile occupants: -1|-1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 13 Rear-boundary failures: 1549 Middle-bank reservation failures: 0 Active-event deferrals: 705 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 33|34 Current unavailable yield tiles: 33|34 Current yield-tile occupants: -1|-1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1785\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 6\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 29 SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:16:41 Experiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2283790101901 Scenario number: 19 Scenario seed: 8711100109737239478 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 30.43% Blocker-prone seat share (topology component): 69.57% Aisle-assignment balance: 96.52% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2310 Passengers seated: 225/230 Average waiting ticks: 375.25 Longest waiting passenger: P171->32I(RIGHT) Longest waiting ticks: 2213 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 3 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 5 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2094 Regions dissolved: 0 Repeated reconstructions avoided: 2094 Largest region lifetime: 2095 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2095:occupied=5 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1645 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1670 Maximum occupied tiles: 16 Seat events: 111 Single-blocker events: 21 Multiple-blocker events: 8 Temporary aisle reoccupations: 37 RIGHT AISLE ----------- Total moves: 1839 Maximum occupied tiles: 17 Seat events: 114 Single-blocker events: 24 Multiple-blocker events: 6 Temporary aisle reoccupations: 36 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 77 Reservations granted: 74 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 4 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 8643 Longest unresolved passenger ID: 168 Longest unresolved row: 32 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 5 Longest dependency chain: P91(29I/RIGHT) -> P29(30I/RIGHT) -> P124(31I/RIGHT) -> P168(32E/RIGHT) -> P171(32I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 91 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 4 Total blocked ticks: 18167 Total stationary ticks: 100785 Seat-event requests: 1884 Failed seat-event starts: 1659 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 171 Critical blocker identity: P171->32I(RIGHT) Direct fan-out: 1 Total indirect descendants: 4 Critical tree size including blocker: 5 Critical tree depth: 5 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P171(32I/RIGHT/WAITING_FOR_SEAT_EVENT) P168(32E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P124(31I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P29(30I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P91(29I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1656 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 33|34 Critical blocker unavailable yield tiles: 33|34 Critical blocker yield-tile occupants: -1|-1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 3 Rear-boundary failures: 1656 Middle-bank reservation failures: 3 Active-event deferrals: 820 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 33|34 Current unavailable yield tiles: 33|34 Current yield-tile occupants: -1|-1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1887\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 9\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 19 | standardDataset=225/230 (97.83%) | secondIndependentSeedCohortDataset=225/230 (97.83%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | secondIndependentSeedCohortWorse=false | standardFamily=REAR_BOUNDARY_LOCK | secondIndependentSeedCohortFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 29 SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:16:41 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2283790101901 Scenario number: 20 Scenario seed: 3100514849860229237 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.77% Blocker-prone seat share (topology component): 74.12% Aisle-assignment balance: 99.12% OUTCOME ------- Status: SUCCESS Completed ticks: 813 Passengers seated: 228/228 Average waiting ticks: 372.83 Longest waiting passenger: P119->23G(RIGHT) Longest waiting ticks: 759 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1684 Maximum occupied tiles: 12 Seat events: 113 Single-blocker events: 25 Multiple-blocker events: 21 Temporary aisle reoccupations: 71 RIGHT AISLE ----------- Total moves: 1621 Maximum occupied tiles: 13 Seat events: 115 Single-blocker events: 24 Multiple-blocker events: 12 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 129 Reservations granted: 129 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4235 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5474 Total stationary ticks: 88609 Seat-event requests: 241 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 595 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 595 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 241\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 29 SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:16:41 Experiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2283790101901 Scenario number: 20 Scenario seed: 3100514849860229237 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 33.77% Blocker-prone seat share (topology component): 74.12% Aisle-assignment balance: 99.12% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2020 Passengers seated: 91/228 Average waiting ticks: 1071.13 Longest waiting passenger: P0->5A(LEFT) Longest waiting ticks: 2020 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 30 Cluster candidates evaluated: 61 Executable cluster candidates: 1 Rejected cluster candidates: 60 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 29 Selected release potential total: 3 Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1871 Regions dissolved: 2 Repeated reconstructions avoided: 1871 Largest region lifetime: 1850 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1850:occupied=29 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1813 State changes reopening evaluation: 29 Region priority competitions: 2 Regions ranked: 4 Hierarchical selections: 2 Lower-priority evaluations deferred: 1 Highest selected priority score: 31977 Left/right priority wins: 2/0 Priority ties: 0 Last priority decision: LEFT:R2:score=31977 | RIGHT:R3:score=3314 | selected=LEFT LEFT AISLE ---------- Total moves: 889 Maximum occupied tiles: 29 Seat events: 20 Single-blocker events: 7 Multiple-blocker events: 2 Temporary aisle reoccupations: 12 RIGHT AISLE ----------- Total moves: 1409 Maximum occupied tiles: 18 Seat events: 71 Single-blocker events: 13 Multiple-blocker events: 4 Temporary aisle reoccupations: 21 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1906 Reservations granted: 1902 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 108 Remaining moving in aisle: 26 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 47744 Longest unresolved passenger ID: 0 Longest unresolved row: 5 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 27 Longest dependency chain: P44(16F/LEFT) -> P13(13C/LEFT) -> P95(16A/LEFT) -> P42(14E/LEFT) -> P139(15B/LEFT) -> P110(20A/LEFT) -> P196(20C/LEFT) -> P117(12D/LEFT) -> P31(21A/LEFT) -> P28(12F/LEFT) -> P81(15E/LEFT) -> P113(18E/LEFT) -> P90(18B/LEFT) -> P186(19B/LEFT) -> P163(25B/LEFT) -> P182(28B/LEFT) -> P40(29E/LEFT) -> P137(27E/LEFT) -> P199(29F/LEFT) -> P72(25A/LEFT) -> P201(29B/LEFT) -> P195(29A/LEFT) -> P114(28A/LEFT) -> P109(26D/LEFT) -> P170(29C/LEFT) -> P98(30A/LEFT) -> P5(27F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 44 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 26 Total blocked ticks: 57662 Total stationary ticks: 295681 Seat-event requests: 1948 Failed seat-event starts: 1857 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 5 Critical blocker identity: P5->27F(LEFT) Direct fan-out: 1 Total indirect descendants: 26 Critical tree size including blocker: 27 Critical tree depth: 27 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 29 Unresolved outside passengers: 108 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P5(27F/LEFT/WAITING_FOR_SEAT_EVENT) P98(30A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P170(29C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P109(26D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P114(28A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P195(29A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P201(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P72(25A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P199(29F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P137(27E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P40(29E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P182(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P163(25B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P186(19B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P90(18B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P113(18E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P81(15E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P28(12F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P31(21A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P117(12D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P196(20C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P110(20A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P139(15B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P42(14E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P95(16A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P13(13C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P44(16F/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1857 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 28 Critical blocker unavailable yield tiles: 28 Critical blocker yield-tile occupants: 4 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1857 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 171 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[4]: P4(28E/LEFT/WAITING_AT_ROW@tile28) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P4->28E(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P4{seat=28E,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=28,directBlocker=-1,lastMoveTick=163,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 28 Current unavailable yield tiles: 28 Current yield-tile occupants: 4 Final row-event chain: 5|4 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1952\nPrecedence substitutions made: 0\nDependency chains followed: 1851\nBlocked by waiting-row occupant: 3695\nSubstituted events started: 1\nOccupied-space rejections: 7422\nMaximum scheduling-chain depth: 3\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 20 | standardDataset=228/228 (100.00%) | secondIndependentSeedCohortDataset=91/228 (39.91%) | seatedDelta=-137 | completionDelta=-60.09% | outsideDelta=+108 | clustersDetected=3 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | secondIndependentSeedCohortWorse=true | standardFamily=COMPLETE_CABIN | secondIndependentSeedCohortFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 29 SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:16:41 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2283790101901 Scenario number: 21 Scenario seed: 6255800675644013189 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 288 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.43% Blocker-prone seat share (topology component): 57.64% Aisle-assignment balance: 94.44% OUTCOME ------- Status: SUCCESS Completed ticks: 1103 Passengers seated: 288/288 Average waiting ticks: 486.52 Longest waiting passenger: P81->31F(RIGHT) Longest waiting ticks: 1039 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2339 Maximum occupied tiles: 13 Seat events: 136 Single-blocker events: 36 Multiple-blocker events: 12 Temporary aisle reoccupations: 61 RIGHT AISLE ----------- Total moves: 2763 Maximum occupied tiles: 15 Seat events: 152 Single-blocker events: 37 Multiple-blocker events: 20 Temporary aisle reoccupations: 80 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 132 Reservations granted: 132 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6072 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7505 Total stationary ticks: 145226 Seat-event requests: 297 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 817 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 817 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 6\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 29 SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:16:41 Experiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2283790101901 Scenario number: 21 Scenario seed: 6255800675644013189 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 288 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 27.43% Blocker-prone seat share (topology component): 57.64% Aisle-assignment balance: 94.44% OUTCOME ------- Status: SUCCESS Completed ticks: 1081 Passengers seated: 288/288 Average waiting ticks: 501.06 Longest waiting passenger: P193->3D(RIGHT) Longest waiting ticks: 1072 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 6 Last cluster decision: RIGHT:tiles31-33:occupied=3:anchor=P81:selected=P180:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 42 Regions dissolved: 3 Repeated reconstructions avoided: 42 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=9 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2339 Maximum occupied tiles: 17 Seat events: 136 Single-blocker events: 35 Multiple-blocker events: 12 Temporary aisle reoccupations: 59 RIGHT AISLE ----------- Total moves: 2763 Maximum occupied tiles: 20 Seat events: 152 Single-blocker events: 39 Multiple-blocker events: 20 Temporary aisle reoccupations: 82 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 139 Reservations granted: 138 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 9715 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 10749 Total stationary ticks: 153004 Seat-event requests: 303 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 520 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 520 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 302\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 7\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 21 | standardDataset=288/288 (100.00%) | secondIndependentSeedCohortDataset=288/288 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | secondIndependentSeedCohortWorse=false | standardFamily=COMPLETE_CABIN | secondIndependentSeedCohortFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 29 SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:16:41 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2283790101901 Scenario number: 22 Scenario seed: 5780175996238559393 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 26.54% Blocker-prone seat share (topology component): 59.57% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 1176 Passengers seated: 324/324 Average waiting ticks: 551.66 Longest waiting passenger: P114->26B(LEFT) Longest waiting ticks: 1128 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: LEFT:tiles17-19:occupied=3:anchor=P164:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 10 Regions dissolved: 1 Repeated reconstructions avoided: 10 Largest region lifetime: 11 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=11 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2822 Maximum occupied tiles: 13 Seat events: 162 Single-blocker events: 42 Multiple-blocker events: 18 Temporary aisle reoccupations: 82 RIGHT AISLE ----------- Total moves: 2787 Maximum occupied tiles: 12 Seat events: 162 Single-blocker events: 42 Multiple-blocker events: 21 Temporary aisle reoccupations: 88 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 139 Reservations granted: 135 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6426 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7723 Total stationary ticks: 183945 Seat-event requests: 341 Failed seat-event starts: 17 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 729 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 17 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 729 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 344\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 29 SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:16:41 Experiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2283790101901 Scenario number: 22 Scenario seed: 5780175996238559393 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 26.54% Blocker-prone seat share (topology component): 59.57% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 1152 Passengers seated: 324/324 Average waiting ticks: 547.43 Longest waiting passenger: P308->9C(LEFT) Longest waiting ticks: 1125 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 16 Regions dissolved: 2 Repeated reconstructions avoided: 16 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=9 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2822 Maximum occupied tiles: 18 Seat events: 162 Single-blocker events: 42 Multiple-blocker events: 18 Temporary aisle reoccupations: 83 RIGHT AISLE ----------- Total moves: 2787 Maximum occupied tiles: 18 Seat events: 162 Single-blocker events: 42 Multiple-blocker events: 21 Temporary aisle reoccupations: 87 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 138 Reservations granted: 133 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 10888 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 12112 Total stationary ticks: 186976 Seat-event requests: 336 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 727 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 727 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 340\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 22 | standardDataset=324/324 (100.00%) | secondIndependentSeedCohortDataset=324/324 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | secondIndependentSeedCohortWorse=false | standardFamily=COMPLETE_CABIN | secondIndependentSeedCohortFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 29 SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:16:41 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2283790101901 Scenario number: 23 Scenario seed: 6037021880555610929 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 97.16% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2518 Passengers seated: 280/282 Average waiting ticks: 473.91 Longest waiting passenger: P48->32D(RIGHT) Longest waiting ticks: 2456 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2046 Maximum occupied tiles: 12 Seat events: 137 Single-blocker events: 39 Multiple-blocker events: 11 Temporary aisle reoccupations: 61 RIGHT AISLE ----------- Total moves: 2337 Maximum occupied tiles: 13 Seat events: 143 Single-blocker events: 34 Multiple-blocker events: 18 Temporary aisle reoccupations: 70 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1599 Reservations granted: 1593 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5647 Longest unresolved passenger ID: 143 Longest unresolved row: 32 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P143(32I/RIGHT) -> P48(32D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 143 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 9874 Total stationary ticks: 139907 Seat-event requests: 1786 Failed seat-event starts: 1506 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 48 Critical blocker identity: P48->32D(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P48(32D/RIGHT/WAITING_FOR_SEAT_EVENT) P143(32I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1499 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 33|34 Critical blocker unavailable yield tiles: 33|34 Critical blocker yield-tile occupants: -1|-1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 7 Rear-boundary failures: 1499 Middle-bank reservation failures: 6 Active-event deferrals: 622 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 33|34 Current unavailable yield tiles: 33|34 Current yield-tile occupants: -1|-1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1792\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 29 SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:16:41 Experiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2283790101901 Scenario number: 23 Scenario seed: 6037021880555610929 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 97.16% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2507 Passengers seated: 280/282 Average waiting ticks: 480.05 Longest waiting passenger: P48->32D(RIGHT) Longest waiting ticks: 2405 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles19-21:occupied=3:anchor=P226:selected=P175:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 20 Regions dissolved: 1 Repeated reconstructions avoided: 20 Largest region lifetime: 21 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=21 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2046 Maximum occupied tiles: 17 Seat events: 137 Single-blocker events: 38 Multiple-blocker events: 11 Temporary aisle reoccupations: 60 RIGHT AISLE ----------- Total moves: 2337 Maximum occupied tiles: 17 Seat events: 143 Single-blocker events: 35 Multiple-blocker events: 18 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1754 Reservations granted: 1754 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8742 Longest unresolved passenger ID: 143 Longest unresolved row: 32 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P143(32I/RIGHT) -> P48(32D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 143 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 13921 Total stationary ticks: 145168 Seat-event requests: 1948 Failed seat-event starts: 1668 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 48 Critical blocker identity: P48->32D(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P48(32D/RIGHT/WAITING_FOR_SEAT_EVENT) P143(32I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1655 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 33|34 Critical blocker unavailable yield tiles: 33|34 Critical blocker yield-tile occupants: -1|-1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 13 Rear-boundary failures: 1655 Middle-bank reservation failures: 0 Active-event deferrals: 900 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 33|34 Current unavailable yield tiles: 33|34 Current yield-tile occupants: -1|-1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1947\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 23 | standardDataset=280/282 (99.29%) | secondIndependentSeedCohortDataset=280/282 (99.29%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | secondIndependentSeedCohortWorse=false | standardFamily=REAR_BOUNDARY_LOCK | secondIndependentSeedCohortFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 29 SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:16:41 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2283790101901 Scenario number: 24 Scenario seed: -2112645336418740688 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.66% Blocker-prone seat share (topology component): 67.88% Aisle-assignment balance: 92.70% OUTCOME ------- Status: SUCCESS Completed ticks: 1034 Passengers seated: 274/274 Average waiting ticks: 451.58 Longest waiting passenger: P107->18F(RIGHT) Longest waiting ticks: 1000 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1990 Maximum occupied tiles: 14 Seat events: 127 Single-blocker events: 37 Multiple-blocker events: 11 Temporary aisle reoccupations: 59 RIGHT AISLE ----------- Total moves: 2234 Maximum occupied tiles: 12 Seat events: 147 Single-blocker events: 36 Multiple-blocker events: 11 Temporary aisle reoccupations: 58 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 91 Reservations granted: 91 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5237 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6623 Total stationary ticks: 128201 Seat-event requests: 282 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 706 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 706 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 282\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 5\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 29 SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:16:41 Experiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2283790101901 Scenario number: 24 Scenario seed: -2112645336418740688 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 30.66% Blocker-prone seat share (topology component): 67.88% Aisle-assignment balance: 92.70% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2109 Passengers seated: 121/274 Average waiting ticks: 1062.61 Longest waiting passenger: P0->4A(LEFT) Longest waiting ticks: 2109 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 33 Cluster candidates evaluated: 14 Executable cluster candidates: 0 Rejected cluster candidates: 14 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 32 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1909 Regions dissolved: 0 Repeated reconstructions avoided: 1909 Largest region lifetime: 1910 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1910:occupied=32 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1812 State changes reopening evaluation: 32 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1795 Maximum occupied tiles: 17 Seat events: 85 Single-blocker events: 28 Multiple-blocker events: 5 Temporary aisle reoccupations: 38 RIGHT AISLE ----------- Total moves: 1340 Maximum occupied tiles: 32 Seat events: 36 Single-blocker events: 4 Multiple-blocker events: 1 Temporary aisle reoccupations: 6 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 80 Reservations granted: 77 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 121 Remaining moving in aisle: 30 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 55219 Longest unresolved passenger ID: 0 Longest unresolved row: 4 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 16 Longest dependency chain: P62(19G/RIGHT) -> P116(20E/RIGHT) -> P59(20I/RIGHT) -> P170(30F/RIGHT) -> P84(32G/RIGHT) -> P120(27F/RIGHT) -> P71(26G/RIGHT) -> P99(32H/RIGHT) -> P140(29E/RIGHT) -> P186(29H/RIGHT) -> P233(30I/RIGHT) -> P168(30G/RIGHT) -> P44(31D/RIGHT) -> P34(31I/RIGHT) -> P173(32F/RIGHT) -> P271(32D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 62 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 30 Total blocked ticks: 65068 Total stationary ticks: 351705 Seat-event requests: 1973 Failed seat-event starts: 1852 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 47 Critical blocker identity: P47->16I(RIGHT) Direct fan-out: 1 Total indirect descendants: 15 Critical tree size including blocker: 16 Critical tree depth: 16 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 32 Unresolved outside passengers: 121 Unresolved internal passengers outside critical tree: 16 Critical blocker tree: P47(16I/RIGHT/WAITING_FOR_SEAT_EVENT) P163(22H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P250(16D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P6(20F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P30(14I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P225(13F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P190(15G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P214(14H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P232(12G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P131(17I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P263(17H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P29(15H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P158(22E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P248(18G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P218(20D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P67(14G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1808 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 17|18 Critical blocker unavailable yield tiles: 17|18 Critical blocker yield-tile occupants: 62|116 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1808 Rear-boundary failures: 44 Middle-bank reservation failures: 3 Active-event deferrals: 240 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: REAR_BOUNDARY_LOCK Required yield occupants: 2 Trace length: 16 Yield-occupant trace: yieldOccupant[62]: P62(19G/RIGHT/MOVING_IN_AISLE@tile17) -> P116(20E/RIGHT/MOVING_IN_AISLE@tile18) -> P59(20I/RIGHT/MOVING_IN_AISLE@tile19) -> P170(30F/RIGHT/MOVING_IN_AISLE@tile20) -> P84(32G/RIGHT/MOVING_IN_AISLE@tile21) -> P120(27F/RIGHT/MOVING_IN_AISLE@tile22) -> P71(26G/RIGHT/MOVING_IN_AISLE@tile23) -> P99(32H/RIGHT/MOVING_IN_AISLE@tile24) -> P140(29E/RIGHT/MOVING_IN_AISLE@tile25) -> P186(29H/RIGHT/MOVING_IN_AISLE@tile26) -> P233(30I/RIGHT/MOVING_IN_AISLE@tile27) -> P168(30G/RIGHT/MOVING_IN_AISLE@tile28) -> P44(31D/RIGHT/MOVING_IN_AISLE@tile29) -> P34(31I/RIGHT/MOVING_IN_AISLE@tile30) -> P173(32F/RIGHT/MOVING_IN_AISLE@tile31) -> P271(32D/RIGHT/WAITING_AT_ROW@tile32) -> [REAR_BOUNDARY_LOCK] || yieldOccupant[116]: P116(20E/RIGHT/MOVING_IN_AISLE@tile18) -> P59(20I/RIGHT/MOVING_IN_AISLE@tile19) -> P170(30F/RIGHT/MOVING_IN_AISLE@tile20) -> P84(32G/RIGHT/MOVING_IN_AISLE@tile21) -> P120(27F/RIGHT/MOVING_IN_AISLE@tile22) -> P71(26G/RIGHT/MOVING_IN_AISLE@tile23) -> P99(32H/RIGHT/MOVING_IN_AISLE@tile24) -> P140(29E/RIGHT/MOVING_IN_AISLE@tile25) -> P186(29H/RIGHT/MOVING_IN_AISLE@tile26) -> P233(30I/RIGHT/MOVING_IN_AISLE@tile27) -> P168(30G/RIGHT/MOVING_IN_AISLE@tile28) -> P44(31D/RIGHT/MOVING_IN_AISLE@tile29) -> P34(31I/RIGHT/MOVING_IN_AISLE@tile30) -> P173(32F/RIGHT/MOVING_IN_AISLE@tile31) -> P271(32D/RIGHT/WAITING_AT_ROW@tile32) -> [REAR_BOUNDARY_LOCK] Cycle detected: false Cycle members: NONE Terminal passenger: P271->32D(RIGHT) Terminal condition: REAR_BOUNDARY_LOCK Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P62{seat=19G,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=17,directBlocker=116,lastMoveTick=301,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P116{seat=20E,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=18,directBlocker=59,lastMoveTick=293,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 17|18 Current unavailable yield tiles: 17|18 Current yield-tile occupants: 62|116 Final row-event chain: 47|62|116|59|170|84|120|71|99|140|186|233|168|44|34|173|271 Final row-event chain length: 17 Distinct row events in chain: 17 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1976\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1810\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 24 | standardDataset=274/274 (100.00%) | secondIndependentSeedCohortDataset=121/274 (44.16%) | seatedDelta=-153 | completionDelta=-55.84% | outsideDelta=+121 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | secondIndependentSeedCohortWorse=true | standardFamily=COMPLETE_CABIN | secondIndependentSeedCohortFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 29 SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:16:41 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2283790101901 Scenario number: 25 Scenario seed: -2842183346300146717 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.49% Blocker-prone seat share (topology component): 60.23% Aisle-assignment balance: 93.57% OUTCOME ------- Status: SUCCESS Completed ticks: 1306 Passengers seated: 342/342 Average waiting ticks: 578.16 Longest waiting passenger: P57->18G(RIGHT) Longest waiting ticks: 1262 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: LEFT:tiles26-30:occupied=4:anchor=P9:selected=P218:directReleases=0:releasePotential=3 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 64 Regions dissolved: 3 Repeated reconstructions avoided: 64 Largest region lifetime: 31 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=31 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2821 Maximum occupied tiles: 14 Seat events: 160 Single-blocker events: 49 Multiple-blocker events: 13 Temporary aisle reoccupations: 77 RIGHT AISLE ----------- Total moves: 3236 Maximum occupied tiles: 15 Seat events: 182 Single-blocker events: 56 Multiple-blocker events: 26 Temporary aisle reoccupations: 115 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 151 Reservations granted: 151 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7402 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8893 Total stationary ticks: 204037 Seat-event requests: 359 Failed seat-event starts: 17 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 710 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 17 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 710 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 358\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 19\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 29 SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:16:41 Experiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2283790101901 Scenario number: 25 Scenario seed: -2842183346300146717 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 27.49% Blocker-prone seat share (topology component): 60.23% Aisle-assignment balance: 93.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2773 Passengers seated: 339/342 Average waiting ticks: 598.83 Longest waiting passenger: P84->33D(RIGHT) Longest waiting ticks: 2691 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 14 Regions dissolved: 1 Repeated reconstructions avoided: 14 Largest region lifetime: 15 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=15 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2821 Maximum occupied tiles: 18 Seat events: 160 Single-blocker events: 49 Multiple-blocker events: 12 Temporary aisle reoccupations: 75 RIGHT AISLE ----------- Total moves: 3233 Maximum occupied tiles: 19 Seat events: 179 Single-blocker events: 57 Multiple-blocker events: 24 Temporary aisle reoccupations: 112 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1872 Reservations granted: 1868 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 11445 Longest unresolved passenger ID: 230 Longest unresolved row: 35 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P230(35G/RIGHT) -> P84(33D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 230 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 19618 Total stationary ticks: 217232 Seat-event requests: 2072 Failed seat-event starts: 1733 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 84 Critical blocker identity: P84->33D(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P84(33D/RIGHT/WAITING_FOR_SEAT_EVENT) P230(35G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1733 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 34|35|36 Critical blocker unavailable yield tiles: 36 Critical blocker yield-tile occupants: 273 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1733 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 1643 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[273]: P273(36E/RIGHT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P273->36E(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P273{seat=36E,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=427,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 34|35|36 Current unavailable yield tiles: 36 Current yield-tile occupants: 273 Final row-event chain: 84|273 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2076\nPrecedence substitutions made: 7\nDependency chains followed: 1728\nBlocked by waiting-row occupant: 1728\nSubstituted events started: 8\nOccupied-space rejections: 1737\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 25 | standardDataset=342/342 (100.00%) | secondIndependentSeedCohortDataset=339/342 (99.12%) | seatedDelta=-3 | completionDelta=-0.88% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | secondIndependentSeedCohortWorse=true | standardFamily=COMPLETE_CABIN | secondIndependentSeedCohortFamily=LINKED_ROW_EVENT_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 29 SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:16:41 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2283790101901 Scenario number: 26 Scenario seed: -2961928911117435604 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 74.56% Aisle-assignment balance: 88.60% OUTCOME ------- Status: SUCCESS Completed ticks: 899 Passengers seated: 228/228 Average waiting ticks: 381.57 Longest waiting passenger: P8->4H(RIGHT) Longest waiting ticks: 861 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 39 Regions dissolved: 2 Repeated reconstructions avoided: 39 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=23 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1501 Maximum occupied tiles: 11 Seat events: 101 Single-blocker events: 23 Multiple-blocker events: 6 Temporary aisle reoccupations: 36 RIGHT AISLE ----------- Total moves: 1806 Maximum occupied tiles: 12 Seat events: 127 Single-blocker events: 31 Multiple-blocker events: 19 Temporary aisle reoccupations: 76 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 138 Reservations granted: 130 Reservations denied/waited: 8 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4245 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5292 Total stationary ticks: 90481 Seat-event requests: 243 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 547 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 8 Active-event deferrals: 547 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 252\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 29 SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:16:41 Experiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2283790101901 Scenario number: 26 Scenario seed: -2961928911117435604 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 74.56% Aisle-assignment balance: 88.60% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2339 Passengers seated: 219/228 Average waiting ticks: 389.37 Longest waiting passenger: P27->21C(RIGHT) Longest waiting ticks: 2280 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 4 Cluster candidates evaluated: 7 Executable cluster candidates: 0 Rejected cluster candidates: 7 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 9 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2097 Regions dissolved: 0 Repeated reconstructions avoided: 2097 Largest region lifetime: 2098 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2098:occupied=9 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1644 State changes reopening evaluation: 3 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1501 Maximum occupied tiles: 15 Seat events: 101 Single-blocker events: 23 Multiple-blocker events: 7 Temporary aisle reoccupations: 38 RIGHT AISLE ----------- Total moves: 1791 Maximum occupied tiles: 18 Seat events: 118 Single-blocker events: 23 Multiple-blocker events: 17 Temporary aisle reoccupations: 63 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1722 Reservations granted: 1716 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 6 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 12634 Longest unresolved passenger ID: 133 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 6 Longest dependency chain: P212(29G/RIGHT) -> P132(27E/RIGHT) -> P49(30E/RIGHT) -> P131(28G/RIGHT) -> P133(30H/RIGHT) -> P194(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 212 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 6 Total blocked ticks: 25535 Total stationary ticks: 106689 Seat-event requests: 1889 Failed seat-event starts: 1670 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 194 Critical blocker identity: P194->29C(RIGHT) Direct fan-out: 1 Total indirect descendants: 5 Critical tree size including blocker: 6 Critical tree depth: 6 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 9 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P194(29C/RIGHT/WAITING_FOR_SEAT_EVENT) P133(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P131(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P49(30E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P132(27E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P212(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1660 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 3 Critical blocker required yield tiles: 30|31|32 Critical blocker unavailable yield tiles: 31|32 Critical blocker yield-tile occupants: -1|-1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1660 Rear-boundary failures: 10 Middle-bank reservation failures: 6 Active-event deferrals: 1309 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 30|31|32 Current unavailable yield tiles: 31|32 Current yield-tile occupants: -1|-1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1895\nPrecedence substitutions made: 4\nDependency chains followed: 1590\nBlocked by waiting-row occupant: 1590\nSubstituted events started: 5\nOccupied-space rejections: 6486\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 26 | standardDataset=228/228 (100.00%) | secondIndependentSeedCohortDataset=219/228 (96.05%) | seatedDelta=-9 | completionDelta=-3.95% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | secondIndependentSeedCohortWorse=true | standardFamily=COMPLETE_CABIN | secondIndependentSeedCohortFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 29 SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:16:41 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2283790101901 Scenario number: 27 Scenario seed: -497702458110179821 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.07% Blocker-prone seat share (topology component): 59.06% Aisle-assignment balance: 95.91% OUTCOME ------- Status: SUCCESS Completed ticks: 1272 Passengers seated: 342/342 Average waiting ticks: 582.35 Longest waiting passenger: P18->4B(LEFT) Longest waiting ticks: 1226 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3136 Maximum occupied tiles: 16 Seat events: 178 Single-blocker events: 48 Multiple-blocker events: 27 Temporary aisle reoccupations: 106 RIGHT AISLE ----------- Total moves: 2844 Maximum occupied tiles: 12 Seat events: 164 Single-blocker events: 40 Multiple-blocker events: 27 Temporary aisle reoccupations: 98 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 148 Reservations granted: 144 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7194 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8636 Total stationary ticks: 205121 Seat-event requests: 353 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 762 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 762 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 358\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 29 SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:16:41 Experiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2283790101901 Scenario number: 27 Scenario seed: -497702458110179821 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 28.07% Blocker-prone seat share (topology component): 59.06% Aisle-assignment balance: 95.91% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 1866 Passengers seated: 79/342 Average waiting ticks: 1163.28 Longest waiting passenger: P0->19D(RIGHT) Longest waiting ticks: 1866 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 49 Cluster candidates evaluated: 49 Executable cluster candidates: 0 Rejected cluster candidates: 49 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 35 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 3113 Regions dissolved: 0 Repeated reconstructions avoided: 3113 Largest region lifetime: 1591 Maximum simultaneous active regions: 2 Regions active at termination: 2 Last lifecycle event: UPDATE:R1:age=1591:occupied=35 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1531 State changes reopening evaluation: 47 Region priority competitions: 1513 Regions ranked: 3026 Hierarchical selections: 1513 Lower-priority evaluations deferred: 1511 Highest selected priority score: 38610 Left/right priority wins: 0/1513 Priority ties: 0 Last priority decision: LEFT:R2:score=37510 | RIGHT:R1:score=38610 | selected=RIGHT LEFT AISLE ---------- Total moves: 1844 Maximum occupied tiles: 34 Seat events: 44 Single-blocker events: 13 Multiple-blocker events: 3 Temporary aisle reoccupations: 19 RIGHT AISLE ----------- Total moves: 1591 Maximum occupied tiles: 35 Seat events: 35 Single-blocker events: 7 Multiple-blocker events: 1 Temporary aisle reoccupations: 9 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1622 Reservations granted: 1618 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 194 Remaining moving in aisle: 65 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 98637 Longest unresolved passenger ID: 0 Longest unresolved row: 19 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 34 Longest dependency chain: P95(21G/RIGHT) -> P17(14E/RIGHT) -> P60(25H/RIGHT) -> P101(18J/RIGHT) -> P335(18I/RIGHT) -> P148(15H/RIGHT) -> P203(24F/RIGHT) -> P328(20F/RIGHT) -> P76(15F/RIGHT) -> P62(14H/RIGHT) -> P73(14I/RIGHT) -> P316(21I/RIGHT) -> P212(21J/RIGHT) -> P336(21D/RIGHT) -> P253(25I/RIGHT) -> P31(22J/RIGHT) -> P219(22F/RIGHT) -> P275(23F/RIGHT) -> P107(23H/RIGHT) -> P64(24J/RIGHT) -> P156(24H/RIGHT) -> P290(32J/RIGHT) -> P245(33H/RIGHT) -> P1(29J/RIGHT) -> P270(35H/RIGHT) -> P56(34H/RIGHT) -> P109(28I/RIGHT) -> P149(36J/RIGHT) -> P141(31H/RIGHT) -> P170(34D/RIGHT) -> P118(34J/RIGHT) -> P104(35I/RIGHT) -> P154(35F/RIGHT) -> P175(34E/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 95 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 65 Total blocked ticks: 110128 Total stationary ticks: 501200 Seat-event requests: 3187 Failed seat-event starts: 3108 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 175 Critical blocker identity: P175->34E(RIGHT) Direct fan-out: 1 Total indirect descendants: 33 Critical tree size including blocker: 34 Critical tree depth: 34 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 69 Unresolved outside passengers: 194 Unresolved internal passengers outside critical tree: 35 Critical blocker tree: P175(34E/RIGHT/WAITING_FOR_SEAT_EVENT) P154(35F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P104(35I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P118(34J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P170(34D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P141(31H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P149(36J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P109(28I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P56(34H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P270(35H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P1(29J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P245(33H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P290(32J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P156(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P64(24J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P107(23H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P275(23F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P219(22F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P31(22J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P253(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P336(21D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P212(21J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P316(21I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P73(14I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P62(14H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P76(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P328(20F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P203(24F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P148(15H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P335(18I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P101(18J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P60(25H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P17(14E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P95(21G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 3100 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 35|36 Critical blocker unavailable yield tiles: 36 Critical blocker yield-tile occupants: 153 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 3 Yield-tile occupied failures: 3100 Rear-boundary failures: 8 Middle-bank reservation failures: 4 Active-event deferrals: 161 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[153]: P153(36E/RIGHT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P153->36E(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P153{seat=36E,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=264,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 35|36 Current unavailable yield tiles: 36 Current yield-tile occupants: 153 Final row-event chain: 175|153 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 4 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3191\nPrecedence substitutions made: 0\nDependency chains followed: 1582\nBlocked by waiting-row occupant: 1582\nSubstituted events started: 0\nOccupied-space rejections: 3101\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 27 | standardDataset=342/342 (100.00%) | secondIndependentSeedCohortDataset=79/342 (23.10%) | seatedDelta=-263 | completionDelta=-76.90% | outsideDelta=+194 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | secondIndependentSeedCohortWorse=true | standardFamily=COMPLETE_CABIN | secondIndependentSeedCohortFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 29 SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:16:42 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2283790101901 Scenario number: 28 Scenario seed: -2481418752382945566 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 288 Occupancy: 80% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.82% Blocker-prone seat share (topology component): 57.29% Aisle-assignment balance: 90.97% OUTCOME ------- Status: SUCCESS Completed ticks: 1108 Passengers seated: 288/288 Average waiting ticks: 472.28 Longest waiting passenger: P72->17C(LEFT) Longest waiting ticks: 1058 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles12-14:occupied=3:anchor=P89:selected=P262:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2695 Maximum occupied tiles: 17 Seat events: 157 Single-blocker events: 35 Multiple-blocker events: 24 Temporary aisle reoccupations: 90 RIGHT AISLE ----------- Total moves: 2253 Maximum occupied tiles: 13 Seat events: 131 Single-blocker events: 35 Multiple-blocker events: 11 Temporary aisle reoccupations: 57 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 137 Reservations granted: 133 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6324 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7611 Total stationary ticks: 141507 Seat-event requests: 304 Failed seat-event starts: 16 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 561 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 16 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 561 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 307\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 2\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 29 SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:16:42 Experiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2283790101901 Scenario number: 28 Scenario seed: -2481418752382945566 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 288 Occupancy: 80% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 28.82% Blocker-prone seat share (topology component): 57.29% Aisle-assignment balance: 90.97% OUTCOME ------- Status: SUCCESS Completed ticks: 1100 Passengers seated: 288/288 Average waiting ticks: 482.09 Longest waiting passenger: P0->13B(LEFT) Longest waiting ticks: 1075 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 34 Regions dissolved: 2 Repeated reconstructions avoided: 34 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2695 Maximum occupied tiles: 20 Seat events: 157 Single-blocker events: 36 Multiple-blocker events: 25 Temporary aisle reoccupations: 93 RIGHT AISLE ----------- Total moves: 2253 Maximum occupied tiles: 17 Seat events: 131 Single-blocker events: 34 Multiple-blocker events: 10 Temporary aisle reoccupations: 54 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 136 Reservations granted: 136 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 9995 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 11185 Total stationary ticks: 147836 Seat-event requests: 307 Failed seat-event starts: 19 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 625 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 19 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 625 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 307\nPrecedence substitutions made: 9\nDependency chains followed: 9\nBlocked by waiting-row occupant: 9\nSubstituted events started: 11\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 28 | standardDataset=288/288 (100.00%) | secondIndependentSeedCohortDataset=288/288 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | secondIndependentSeedCohortWorse=false | standardFamily=COMPLETE_CABIN | secondIndependentSeedCohortFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 29 SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:16:42 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2283790101901 Scenario number: 29 Scenario seed: 7883794852198990612 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.43% Blocker-prone seat share (topology component): 66.52% Aisle-assignment balance: 93.04% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2369 Passengers seated: 227/230 Average waiting ticks: 380.57 Longest waiting passenger: P175->32I(RIGHT) Longest waiting ticks: 2293 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 3 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 4 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1808 Regions dissolved: 0 Repeated reconstructions avoided: 1808 Largest region lifetime: 1809 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1809:occupied=3 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1637 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1880 Maximum occupied tiles: 13 Seat events: 123 Single-blocker events: 27 Multiple-blocker events: 5 Temporary aisle reoccupations: 37 RIGHT AISLE ----------- Total moves: 1702 Maximum occupied tiles: 13 Seat events: 104 Single-blocker events: 23 Multiple-blocker events: 6 Temporary aisle reoccupations: 35 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 77 Reservations granted: 76 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 2 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4634 Longest unresolved passenger ID: 11 Longest unresolved row: 32 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P61(32E/RIGHT) -> P11(32D/RIGHT) -> P175(32I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 61 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 2 Total blocked ticks: 11247 Total stationary ticks: 95199 Seat-event requests: 1962 Failed seat-event starts: 1735 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 175 Critical blocker identity: P175->32I(RIGHT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P175(32I/RIGHT/WAITING_FOR_SEAT_EVENT) P11(32D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P61(32E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1732 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 33|34 Critical blocker unavailable yield tiles: 33|34 Critical blocker yield-tile occupants: -1|-1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 3 Rear-boundary failures: 1732 Middle-bank reservation failures: 1 Active-event deferrals: 666 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 33|34 Current unavailable yield tiles: 33|34 Current yield-tile occupants: -1|-1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1963\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 29 SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:16:42 Experiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2283790101901 Scenario number: 29 Scenario seed: 7883794852198990612 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 30.43% Blocker-prone seat share (topology component): 66.52% Aisle-assignment balance: 93.04% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2354 Passengers seated: 227/230 Average waiting ticks: 374.71 Longest waiting passenger: P175->32I(RIGHT) Longest waiting ticks: 2247 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2110 Regions dissolved: 0 Repeated reconstructions avoided: 2110 Largest region lifetime: 2111 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2111:occupied=3 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1743 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1880 Maximum occupied tiles: 16 Seat events: 123 Single-blocker events: 28 Multiple-blocker events: 5 Temporary aisle reoccupations: 38 RIGHT AISLE ----------- Total moves: 1702 Maximum occupied tiles: 16 Seat events: 104 Single-blocker events: 22 Multiple-blocker events: 6 Temporary aisle reoccupations: 34 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 77 Reservations granted: 76 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 2 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7294 Longest unresolved passenger ID: 11 Longest unresolved row: 32 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P61(32E/RIGHT) -> P11(32D/RIGHT) -> P175(32I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 61 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 2 Total blocked ticks: 14737 Total stationary ticks: 97088 Seat-event requests: 1993 Failed seat-event starts: 1766 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 175 Critical blocker identity: P175->32I(RIGHT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P175(32I/RIGHT/WAITING_FOR_SEAT_EVENT) P11(32D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P61(32E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1765 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 33|34 Critical blocker unavailable yield tiles: 33|34 Critical blocker yield-tile occupants: -1|-1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1 Rear-boundary failures: 1765 Middle-bank reservation failures: 1 Active-event deferrals: 855 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 33|34 Current unavailable yield tiles: 33|34 Current yield-tile occupants: -1|-1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1994\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 3\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 29 | standardDataset=227/230 (98.70%) | secondIndependentSeedCohortDataset=227/230 (98.70%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | secondIndependentSeedCohortWorse=false | standardFamily=REAR_BOUNDARY_LOCK | secondIndependentSeedCohortFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 29 SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:16:42 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2283790101901 Scenario number: 30 Scenario seed: -9148451104106525071 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.33% Blocker-prone seat share (topology component): 59.49% Aisle-assignment balance: 95.18% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2682 Passengers seated: 325/353 Average waiting ticks: 594.87 Longest waiting passenger: P311->21E(RIGHT) Longest waiting ticks: 2651 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 32 Cluster candidates evaluated: 78 Executable cluster candidates: 1 Rejected cluster candidates: 77 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 28 Selected release potential total: 4 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1783 Regions dissolved: 2 Repeated reconstructions avoided: 1783 Largest region lifetime: 1761 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1761:occupied=28 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1590 State changes reopening evaluation: 30 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2823 Maximum occupied tiles: 14 Seat events: 168 Single-blocker events: 42 Multiple-blocker events: 23 Temporary aisle reoccupations: 91 RIGHT AISLE ----------- Total moves: 3120 Maximum occupied tiles: 30 Seat events: 157 Single-blocker events: 48 Multiple-blocker events: 15 Temporary aisle reoccupations: 80 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1749 Reservations granted: 1749 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 24 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 39531 Longest unresolved passenger ID: 296 Longest unresolved row: 36 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 14 Longest dependency chain: P120(24G/RIGHT) -> P330(36I/RIGHT) -> P154(29F/RIGHT) -> P325(13H/RIGHT) -> P225(32J/RIGHT) -> P167(15E/RIGHT) -> P348(36H/RIGHT) -> P307(25I/RIGHT) -> P172(20I/RIGHT) -> P52(21I/RIGHT) -> P251(27J/RIGHT) -> P103(22E/RIGHT) -> P252(34I/RIGHT) -> P311(21E/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 120 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 24 Total blocked ticks: 54541 Total stationary ticks: 255068 Seat-event requests: 1976 Failed seat-event starts: 1651 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 311 Critical blocker identity: P311->21E(RIGHT) Direct fan-out: 1 Total indirect descendants: 13 Critical tree size including blocker: 14 Critical tree depth: 14 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 28 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 14 Critical blocker tree: P311(21E/RIGHT/WAITING_FOR_SEAT_EVENT) P252(34I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P103(22E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P251(27J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P52(21I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P172(20I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P307(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P348(36H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P167(15E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P225(32J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P325(13H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P154(29F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P330(36I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P120(24G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1650 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 22|23 Critical blocker unavailable yield tiles: 22|23 Critical blocker yield-tile occupants: 297|267 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 2 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1650 Rear-boundary failures: 1 Middle-bank reservation failures: 0 Active-event deferrals: 1126 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 2 Trace length: 9 Yield-occupant trace: yieldOccupant[297]: P297(30H/RIGHT/MOVING_IN_AISLE@tile22) -> P267(30E/RIGHT/MOVING_IN_AISLE@tile23) -> P230(35G/RIGHT/MOVING_IN_AISLE@tile24) -> P234(31G/RIGHT/MOVING_IN_AISLE@tile25) -> P119(28D/RIGHT/MOVING_IN_AISLE@tile26) -> P147(31H/RIGHT/MOVING_IN_AISLE@tile27) -> P332(33J/RIGHT/MOVING_IN_AISLE@tile28) -> P277(34H/RIGHT/MOVING_IN_AISLE@tile29) -> P303(30D/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[267]: P267(30E/RIGHT/MOVING_IN_AISLE@tile23) -> P230(35G/RIGHT/MOVING_IN_AISLE@tile24) -> P234(31G/RIGHT/MOVING_IN_AISLE@tile25) -> P119(28D/RIGHT/MOVING_IN_AISLE@tile26) -> P147(31H/RIGHT/MOVING_IN_AISLE@tile27) -> P332(33J/RIGHT/MOVING_IN_AISLE@tile28) -> P277(34H/RIGHT/MOVING_IN_AISLE@tile29) -> P303(30D/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P303->30D(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P297{seat=30H,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=22,directBlocker=267,lastMoveTick=1074,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P267{seat=30E,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=23,directBlocker=230,lastMoveTick=1069,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 22|23 Current unavailable yield tiles: 22|23 Current yield-tile occupants: 297|267 Final row-event chain: 311|297|267|230|234|119|147|332|277|303 Final row-event chain length: 10 Distinct row events in chain: 10 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 4 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1975\nPrecedence substitutions made: 2\nDependency chains followed: 25\nBlocked by waiting-row occupant: 25\nSubstituted events started: 3\nOccupied-space rejections: 1698\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 29 SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION ============================================================ Date/Time: 2026-07-17 00:16:42 Experiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2283790101901 Scenario number: 30 Scenario seed: -9148451104106525071 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 28.33% Blocker-prone seat share (topology component): 59.49% Aisle-assignment balance: 95.18% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2238 Passengers seated: 139/353 Average waiting ticks: 1276.45 Longest waiting passenger: P2->16E(RIGHT) Longest waiting ticks: 2238 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 31 Cluster candidates evaluated: 59 Executable cluster candidates: 0 Rejected cluster candidates: 59 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 35 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1964 Regions dissolved: 1 Repeated reconstructions avoided: 1964 Largest region lifetime: 1953 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1953:occupied=35 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1909 State changes reopening evaluation: 30 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2423 Maximum occupied tiles: 20 Seat events: 101 Single-blocker events: 22 Multiple-blocker events: 11 Temporary aisle reoccupations: 46 RIGHT AISLE ----------- Total moves: 1714 Maximum occupied tiles: 35 Seat events: 38 Single-blocker events: 11 Multiple-blocker events: 2 Temporary aisle reoccupations: 15 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1985 Reservations granted: 1985 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 179 Remaining moving in aisle: 32 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 61685 Longest unresolved passenger ID: 2 Longest unresolved row: 16 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 30 Longest dependency chain: P203(19H/RIGHT) -> P45(17H/RIGHT) -> P177(15I/RIGHT) -> P331(19F/RIGHT) -> P273(14E/RIGHT) -> P169(16I/RIGHT) -> P261(17D/RIGHT) -> P30(20E/RIGHT) -> P176(25G/RIGHT) -> P70(20F/RIGHT) -> P229(23I/RIGHT) -> P178(22H/RIGHT) -> P89(21H/RIGHT) -> P280(24I/RIGHT) -> P295(22F/RIGHT) -> P330(36I/RIGHT) -> P154(29F/RIGHT) -> P225(32J/RIGHT) -> P348(36H/RIGHT) -> P251(27J/RIGHT) -> P252(34I/RIGHT) -> P297(30H/RIGHT) -> P267(30E/RIGHT) -> P230(35G/RIGHT) -> P234(31G/RIGHT) -> P119(28D/RIGHT) -> P147(31H/RIGHT) -> P332(33J/RIGHT) -> P277(34H/RIGHT) -> P303(30D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 203 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 32 Total blocked ticks: 75391 Total stationary ticks: 519177 Seat-event requests: 2087 Failed seat-event starts: 1948 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 303 Critical blocker identity: P303->30D(RIGHT) Direct fan-out: 1 Total indirect descendants: 29 Critical tree size including blocker: 30 Critical tree depth: 30 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 35 Unresolved outside passengers: 179 Unresolved internal passengers outside critical tree: 5 Critical blocker tree: P303(30D/RIGHT/WAITING_FOR_SEAT_EVENT) P277(34H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P332(33J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P147(31H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P119(28D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P234(31G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P230(35G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P267(30E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P297(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P252(34I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P251(27J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P348(36H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P225(32J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P154(29F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P330(36I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P295(22F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P280(24I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P89(21H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P178(22H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P229(23I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P70(20F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P176(25G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P30(20E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P261(17D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P169(16I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P273(14E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P331(19F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P177(15I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P45(17H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P203(19H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1947 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 31|32 Critical blocker unavailable yield tiles: 32 Critical blocker yield-tile occupants: 200 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1947 Rear-boundary failures: 1 Middle-bank reservation failures: 0 Active-event deferrals: 260 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 4 Yield-occupant trace: yieldOccupant[200]: P200(34E/RIGHT/MOVING_IN_AISLE@tile32) -> P270(36G/RIGHT/MOVING_IN_AISLE@tile33) -> P296(36E/RIGHT/MOVING_IN_AISLE@tile34) -> P19(35I/RIGHT/WAITING_AT_ROW@tile35) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P19->35I(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P200{seat=34E,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=32,directBlocker=270,lastMoveTick=306,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 31|32 Current unavailable yield tiles: 32 Current yield-tile occupants: 200 Final row-event chain: 303|200|270|296|19 Final row-event chain length: 5 Distinct row events in chain: 5 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2087\nPrecedence substitutions made: 0\nDependency chains followed: 12\nBlocked by waiting-row occupant: 12\nSubstituted events started: 0\nOccupied-space rejections: 1975\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 30 | standardDataset=325/353 (92.07%) | secondIndependentSeedCohortDataset=139/353 (39.38%) | seatedDelta=-186 | completionDelta=-52.69% | outsideDelta=+179 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | secondIndependentSeedCohortWorse=true | standardFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL | secondIndependentSeedCohortFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ************************************************************ BATCH EXPERIMENT SUMMARY RESEARCH EXPERIMENT 29 SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION ************************************************************ Experiment seed: 2283790101901 Scenarios executed: 60 Successful completions: 36 Incomplete/MAX_TICKS: 24 Average completed ticks: 1524.55 Average waiting ticks: 500.60 ************************************************************ ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 30 POOLED FOUR-SEED COARSE-COHORT CLOSURE ============================================================ Date/Time: 2026-07-17 00:26:07 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2383790101901 Scenario number: 1 Scenario seed: 8798031227989657297 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 74.02% Aisle-assignment balance: 95.10% OUTCOME ------- Status: SUCCESS Completed ticks: 765 Passengers seated: 204/204 Average waiting ticks: 330.41 Longest waiting passenger: P53->27A(LEFT) Longest waiting ticks: 707 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 7 Regions dissolved: 1 Repeated reconstructions avoided: 7 Largest region lifetime: 8 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=8 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1610 Maximum occupied tiles: 11 Seat events: 107 Single-blocker events: 24 Multiple-blocker events: 9 Temporary aisle reoccupations: 45 RIGHT AISLE ----------- Total moves: 1375 Maximum occupied tiles: 10 Seat events: 97 Single-blocker events: 23 Multiple-blocker events: 10 Temporary aisle reoccupations: 46 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 110 Reservations granted: 110 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3723 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4580 Total stationary ticks: 70496 Seat-event requests: 211 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 415 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 415 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 211\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 30 POOLED FOUR-SEED COARSE-COHORT CLOSURE ============================================================ Date/Time: 2026-07-17 00:26:07 Experiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2383790101901 Scenario number: 1 Scenario seed: 8798031227989657297 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: POOLED_CLOSURE_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 74.02% Aisle-assignment balance: 95.10% OUTCOME ------- Status: SUCCESS Completed ticks: 743 Passengers seated: 204/204 Average waiting ticks: 333.50 Longest waiting passenger: P96->5E(LEFT) Longest waiting ticks: 726 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1610 Maximum occupied tiles: 16 Seat events: 107 Single-blocker events: 24 Multiple-blocker events: 10 Temporary aisle reoccupations: 48 RIGHT AISLE ----------- Total moves: 1375 Maximum occupied tiles: 16 Seat events: 97 Single-blocker events: 25 Multiple-blocker events: 8 Temporary aisle reoccupations: 43 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 112 Reservations granted: 108 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5998 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6658 Total stationary ticks: 73297 Seat-event requests: 209 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 342 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 342 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 213\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 01 | standardDataset=204/204 (100.00%) | pooledClosureCohortDataset=204/204 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | pooledClosureCohortWorse=false | standardFamily=COMPLETE_CABIN | pooledClosureCohortFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 30 POOLED FOUR-SEED COARSE-COHORT CLOSURE ============================================================ Date/Time: 2026-07-17 00:26:08 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2383790101901 Scenario number: 2 Scenario seed: 7068399554973985573 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.78% Blocker-prone seat share (topology component): 59.57% Aisle-assignment balance: 97.53% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2694 Passengers seated: 268/324 Average waiting ticks: 660.89 Longest waiting passenger: P8->21B(LEFT) Longest waiting ticks: 2694 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 36 Cluster candidates evaluated: 33 Executable cluster candidates: 0 Rejected cluster candidates: 33 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 34 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 2153 Regions dissolved: 1 Repeated reconstructions avoided: 2153 Largest region lifetime: 2152 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2152:occupied=34 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1974 State changes reopening evaluation: 35 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2088 Maximum occupied tiles: 34 Seat events: 102 Single-blocker events: 25 Multiple-blocker events: 5 Temporary aisle reoccupations: 35 RIGHT AISLE ----------- Total moves: 2845 Maximum occupied tiles: 12 Seat events: 166 Single-blocker events: 34 Multiple-blocker events: 16 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 2138 Reservations granted: 2134 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 22 Remaining moving in aisle: 32 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 64096 Longest unresolved passenger ID: 8 Longest unresolved row: 21 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 29 Longest dependency chain: P49(9F/LEFT) -> P169(12B/LEFT) -> P34(27F/LEFT) -> P7(15C/LEFT) -> P218(9B/LEFT) -> P167(26D/LEFT) -> P14(32D/LEFT) -> P44(24C/LEFT) -> P146(21E/LEFT) -> P24(14C/LEFT) -> P298(30A/LEFT) -> P240(32C/LEFT) -> P104(25B/LEFT) -> P273(34C/LEFT) -> P125(19G/LEFT) -> P198(30C/LEFT) -> P143(26E/LEFT) -> P290(19C/LEFT) -> P215(29A/LEFT) -> P27(31B/LEFT) -> P62(28C/LEFT) -> P129(23B/LEFT) -> P3(36A/LEFT) -> P228(31E/LEFT) -> P109(35A/LEFT) -> P307(33B/LEFT) -> P308(28B/LEFT) -> P66(33C/LEFT) -> P138(29G/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 49 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 32 Total blocked ticks: 74682 Total stationary ticks: 282434 Seat-event requests: 2294 Failed seat-event starts: 2026 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 138 Critical blocker identity: P138->29G(LEFT) Direct fan-out: 1 Total indirect descendants: 28 Critical tree size including blocker: 29 Critical tree depth: 29 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 34 Unresolved outside passengers: 22 Unresolved internal passengers outside critical tree: 5 Critical blocker tree: P138(29G/LEFT/WAITING_FOR_SEAT_EVENT) P66(33C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P308(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P307(33B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P109(35A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P228(31E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P3(36A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P129(23B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P62(28C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P27(31B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P215(29A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P290(19C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P143(26E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P198(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P125(19G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P273(34C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P104(25B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P240(32C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P298(30A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P24(14C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P146(21E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P44(24C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P14(32D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P167(26D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P218(9B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P7(15C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P34(27F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P169(12B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P49(9F/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 2009 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 30|31|32 Critical blocker unavailable yield tiles: 31|32 Critical blocker yield-tile occupants: 58|295 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 2009 Rear-boundary failures: 17 Middle-bank reservation failures: 4 Active-event deferrals: 895 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 2 Trace length: 5 Yield-occupant trace: yieldOccupant[58]: P58(34B/LEFT/MOVING_IN_AISLE@tile31) -> P295(36C/LEFT/MOVING_IN_AISLE@tile32) -> P281(36E/LEFT/MOVING_IN_AISLE@tile33) -> P56(35B/LEFT/MOVING_IN_AISLE@tile34) -> P276(35G/LEFT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[295]: P295(36C/LEFT/MOVING_IN_AISLE@tile32) -> P281(36E/LEFT/MOVING_IN_AISLE@tile33) -> P56(35B/LEFT/MOVING_IN_AISLE@tile34) -> P276(35G/LEFT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P276->35G(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P58{seat=34B,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=31,directBlocker=295,lastMoveTick=570,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P295{seat=36C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=32,directBlocker=281,lastMoveTick=551,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 30|31|32 Current unavailable yield tiles: 31|32 Current yield-tile occupants: 58|295 Final row-event chain: 138|58|295|281|56|276 Final row-event chain length: 6 Distinct row events in chain: 6 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2298\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 2010\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 30 POOLED FOUR-SEED COARSE-COHORT CLOSURE ============================================================ Date/Time: 2026-07-17 00:26:08 Experiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2383790101901 Scenario number: 2 Scenario seed: 7068399554973985573 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: POOLED_CLOSURE_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 27.78% Blocker-prone seat share (topology component): 59.57% Aisle-assignment balance: 97.53% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2264 Passengers seated: 125/324 Average waiting ticks: 1289.91 Longest waiting passenger: P0->3G(RIGHT) Longest waiting ticks: 2264 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 41 Cluster candidates evaluated: 39 Executable cluster candidates: 0 Rejected cluster candidates: 39 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 34 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2082 Regions dissolved: 0 Repeated reconstructions avoided: 2082 Largest region lifetime: 2083 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2083:occupied=34 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 2039 State changes reopening evaluation: 40 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1152 Maximum occupied tiles: 34 Seat events: 20 Single-blocker events: 6 Multiple-blocker events: 1 Temporary aisle reoccupations: 8 RIGHT AISLE ----------- Total moves: 2484 Maximum occupied tiles: 19 Seat events: 105 Single-blocker events: 22 Multiple-blocker events: 7 Temporary aisle reoccupations: 36 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 2140 Reservations granted: 2140 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 165 Remaining moving in aisle: 32 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 66146 Longest unresolved passenger ID: 0 Longest unresolved row: 3 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 29 Longest dependency chain: P271(22C/LEFT) -> P179(16D/LEFT) -> P203(15A/LEFT) -> P89(26B/LEFT) -> P106(34A/LEFT) -> P12(26C/LEFT) -> P246(30B/LEFT) -> P135(34D/LEFT) -> P303(27C/LEFT) -> P98(26A/LEFT) -> P190(32F/LEFT) -> P34(27F/LEFT) -> P167(26D/LEFT) -> P14(32D/LEFT) -> P298(30A/LEFT) -> P240(32C/LEFT) -> P273(34C/LEFT) -> P198(30C/LEFT) -> P143(26E/LEFT) -> P215(29A/LEFT) -> P27(31B/LEFT) -> P62(28C/LEFT) -> P3(36A/LEFT) -> P228(31E/LEFT) -> P109(35A/LEFT) -> P307(33B/LEFT) -> P308(28B/LEFT) -> P66(33C/LEFT) -> P138(29G/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 271 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 32 Total blocked ticks: 77122 Total stationary ticks: 490024 Seat-event requests: 2211 Failed seat-event starts: 2086 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 138 Critical blocker identity: P138->29G(LEFT) Direct fan-out: 1 Total indirect descendants: 28 Critical tree size including blocker: 29 Critical tree depth: 29 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 34 Unresolved outside passengers: 165 Unresolved internal passengers outside critical tree: 5 Critical blocker tree: P138(29G/LEFT/WAITING_FOR_SEAT_EVENT) P66(33C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P308(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P307(33B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P109(35A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P228(31E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P3(36A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P62(28C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P27(31B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P215(29A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P143(26E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P198(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P273(34C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P240(32C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P298(30A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P14(32D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P167(26D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P34(27F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P190(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P98(26A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P303(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P135(34D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P246(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P12(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P106(34A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P89(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P203(15A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P179(16D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P271(22C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 2080 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 30|31|32 Critical blocker unavailable yield tiles: 31|32 Critical blocker yield-tile occupants: 58|295 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 2080 Rear-boundary failures: 6 Middle-bank reservation failures: 0 Active-event deferrals: 238 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: REAR_BOUNDARY_LOCK Required yield occupants: 2 Trace length: 5 Yield-occupant trace: yieldOccupant[58]: P58(34B/LEFT/MOVING_IN_AISLE@tile31) -> P295(36C/LEFT/MOVING_IN_AISLE@tile32) -> P281(36E/LEFT/MOVING_IN_AISLE@tile33) -> P56(35B/LEFT/MOVING_IN_AISLE@tile34) -> P276(35G/LEFT/WAITING_AT_ROW@tile35) -> [REAR_BOUNDARY_LOCK] || yieldOccupant[295]: P295(36C/LEFT/MOVING_IN_AISLE@tile32) -> P281(36E/LEFT/MOVING_IN_AISLE@tile33) -> P56(35B/LEFT/MOVING_IN_AISLE@tile34) -> P276(35G/LEFT/WAITING_AT_ROW@tile35) -> [REAR_BOUNDARY_LOCK] Cycle detected: false Cycle members: NONE Terminal passenger: P276->35G(LEFT) Terminal condition: REAR_BOUNDARY_LOCK Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P58{seat=34B,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=31,directBlocker=295,lastMoveTick=186,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P295{seat=36C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=32,directBlocker=281,lastMoveTick=178,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 30|31|32 Current unavailable yield tiles: 31|32 Current yield-tile occupants: 58|295 Final row-event chain: 138|58|295|281|56|276 Final row-event chain length: 6 Distinct row events in chain: 6 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2211\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 2082\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 02 | standardDataset=268/324 (82.72%) | pooledClosureCohortDataset=125/324 (38.58%) | seatedDelta=-143 | completionDelta=-44.14% | outsideDelta=+143 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | pooledClosureCohortWorse=true | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | pooledClosureCohortFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 30 POOLED FOUR-SEED COARSE-COHORT CLOSURE ============================================================ Date/Time: 2026-07-17 00:26:08 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2383790101901 Scenario number: 3 Scenario seed: 969853212406168210 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 26.91% Blocker-prone seat share (topology component): 60.34% Aisle-assignment balance: 96.32% OUTCOME ------- Status: SUCCESS Completed ticks: 1296 Passengers seated: 353/353 Average waiting ticks: 588.90 Longest waiting passenger: P327->17F(LEFT) Longest waiting ticks: 1233 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 5 Selected release potential total: 6 Last cluster decision: LEFT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 29 Regions dissolved: 3 Repeated reconstructions avoided: 29 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=8 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3250 Maximum occupied tiles: 14 Seat events: 183 Single-blocker events: 51 Multiple-blocker events: 28 Temporary aisle reoccupations: 113 RIGHT AISLE ----------- Total moves: 2928 Maximum occupied tiles: 12 Seat events: 170 Single-blocker events: 48 Multiple-blocker events: 25 Temporary aisle reoccupations: 100 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 169 Reservations granted: 164 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7708 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9330 Total stationary ticks: 214438 Seat-event requests: 382 Failed seat-event starts: 29 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 766 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 29 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 766 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 385\nPrecedence substitutions made: 5\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 9\nOccupied-space rejections: 40\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 30 POOLED FOUR-SEED COARSE-COHORT CLOSURE ============================================================ Date/Time: 2026-07-17 00:26:08 Experiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2383790101901 Scenario number: 3 Scenario seed: 969853212406168210 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: POOLED_CLOSURE_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 26.91% Blocker-prone seat share (topology component): 60.34% Aisle-assignment balance: 96.32% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2758 Passengers seated: 350/353 Average waiting ticks: 597.83 Longest waiting passenger: P143->36B(LEFT) Longest waiting ticks: 2644 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 5 Clusters detected: 5 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 4 Selected release potential total: 5 Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 5 Region updates: 2390 Regions dissolved: 4 Repeated reconstructions avoided: 2390 Largest region lifetime: 2322 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=2322:occupied=3 Confirmation deferral ticks: 8 Regions reaching confirmation: 3 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1700 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3248 Maximum occupied tiles: 21 Seat events: 180 Single-blocker events: 49 Multiple-blocker events: 27 Temporary aisle reoccupations: 110 RIGHT AISLE ----------- Total moves: 2928 Maximum occupied tiles: 21 Seat events: 170 Single-blocker events: 48 Multiple-blocker events: 25 Temporary aisle reoccupations: 99 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 159 Reservations granted: 155 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 2 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 12770 Longest unresolved passenger ID: 55 Longest unresolved row: 36 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P202(35B/LEFT) -> P55(36A/LEFT) -> P143(36B/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 202 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 2 Total blocked ticks: 21282 Total stationary ticks: 227199 Seat-event requests: 2079 Failed seat-event starts: 1729 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 143 Critical blocker identity: P143->36B(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P143(36B/LEFT/WAITING_FOR_SEAT_EVENT) P55(36A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P202(35B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1704 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 1 Critical blocker required yield tiles: 37 Critical blocker unavailable yield tiles: 37 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 25 Rear-boundary failures: 1704 Middle-bank reservation failures: 4 Active-event deferrals: 1301 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 1 Current required yield tiles: 37 Current unavailable yield tiles: 37 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2081\nPrecedence substitutions made: 8\nDependency chains followed: 9\nBlocked by waiting-row occupant: 9\nSubstituted events started: 12\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 03 | standardDataset=353/353 (100.00%) | pooledClosureCohortDataset=350/353 (99.15%) | seatedDelta=-3 | completionDelta=-0.85% | outsideDelta=+0 | clustersDetected=5 | clusterSelections=2 | clusterStarts=3 | convertedToSuccess=false | pooledClosureCohortWorse=true | standardFamily=COMPLETE_CABIN | pooledClosureCohortFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 30 POOLED FOUR-SEED COARSE-COHORT CLOSURE ============================================================ Date/Time: 2026-07-17 00:26:08 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2383790101901 Scenario number: 4 Scenario seed: 7538826331147271313 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.77% Blocker-prone seat share (topology component): 74.56% Aisle-assignment balance: 97.37% OUTCOME ------- Status: SUCCESS Completed ticks: 832 Passengers seated: 228/228 Average waiting ticks: 371.66 Longest waiting passenger: P55->29E(LEFT) Longest waiting ticks: 761 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 25 Regions dissolved: 2 Repeated reconstructions avoided: 25 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1693 Maximum occupied tiles: 11 Seat events: 117 Single-blocker events: 33 Multiple-blocker events: 10 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1596 Maximum occupied tiles: 10 Seat events: 111 Single-blocker events: 24 Multiple-blocker events: 11 Temporary aisle reoccupations: 50 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 120 Reservations granted: 120 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4284 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5160 Total stationary ticks: 88259 Seat-event requests: 236 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 434 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 434 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 235\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 30 POOLED FOUR-SEED COARSE-COHORT CLOSURE ============================================================ Date/Time: 2026-07-17 00:26:08 Experiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2383790101901 Scenario number: 4 Scenario seed: 7538826331147271313 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: POOLED_CLOSURE_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 33.77% Blocker-prone seat share (topology component): 74.56% Aisle-assignment balance: 97.37% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 1996 Passengers seated: 85/228 Average waiting ticks: 1084.43 Longest waiting passenger: P2->5B(LEFT) Longest waiting ticks: 1996 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 32 Cluster candidates evaluated: 31 Executable cluster candidates: 0 Rejected cluster candidates: 31 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 30 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1887 Regions dissolved: 0 Repeated reconstructions avoided: 1887 Largest region lifetime: 1888 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1888:occupied=30 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1823 State changes reopening evaluation: 31 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 851 Maximum occupied tiles: 30 Seat events: 17 Single-blocker events: 4 Multiple-blocker events: 1 Temporary aisle reoccupations: 6 RIGHT AISLE ----------- Total moves: 1371 Maximum occupied tiles: 16 Seat events: 68 Single-blocker events: 13 Multiple-blocker events: 2 Temporary aisle reoccupations: 18 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1903 Reservations granted: 1899 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 113 Remaining moving in aisle: 28 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 51119 Longest unresolved passenger ID: 2 Longest unresolved row: 5 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 26 Longest dependency chain: P32(16B/LEFT) -> P100(18F/LEFT) -> P118(15A/LEFT) -> P23(17B/LEFT) -> P81(19D/LEFT) -> P47(17F/LEFT) -> P188(13F/LEFT) -> P178(13B/LEFT) -> P86(12A/LEFT) -> P16(13E/LEFT) -> P115(16C/LEFT) -> P206(14A/LEFT) -> P18(21B/LEFT) -> P1(16A/LEFT) -> P55(29E/LEFT) -> P63(22C/LEFT) -> P197(23E/LEFT) -> P199(28D/LEFT) -> P22(23B/LEFT) -> P219(30F/LEFT) -> P195(28B/LEFT) -> P156(27C/LEFT) -> P62(25B/LEFT) -> P192(26B/LEFT) -> P67(28E/LEFT) -> P107(26F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 32 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 28 Total blocked ticks: 59001 Total stationary ticks: 301924 Seat-event requests: 1946 Failed seat-event starts: 1861 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 107 Critical blocker identity: P107->26F(LEFT) Direct fan-out: 1 Total indirect descendants: 25 Critical tree size including blocker: 26 Critical tree depth: 26 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 30 Unresolved outside passengers: 113 Unresolved internal passengers outside critical tree: 4 Critical blocker tree: P107(26F/LEFT/WAITING_FOR_SEAT_EVENT) P67(28E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P192(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P62(25B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P156(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P195(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P219(30F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P22(23B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P199(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P197(23E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P63(22C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P55(29E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P1(16A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P18(21B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P206(14A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P115(16C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P16(13E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P86(12A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P178(13B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P188(13F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P47(17F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P81(19D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P23(17B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P118(15A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P100(18F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P32(16B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1849 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 27|28|29 Critical blocker unavailable yield tiles: 27|28|29 Critical blocker yield-tile occupants: 101|96|158 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1849 Rear-boundary failures: 12 Middle-bank reservation failures: 4 Active-event deferrals: 185 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 3 Trace length: 4 Yield-occupant trace: yieldOccupant[101]: P101(29A/LEFT/MOVING_IN_AISLE@tile27) -> P96(29C/LEFT/MOVING_IN_AISLE@tile28) -> P158(30D/LEFT/MOVING_IN_AISLE@tile29) -> P182(30E/LEFT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[96]: P96(29C/LEFT/MOVING_IN_AISLE@tile28) -> P158(30D/LEFT/MOVING_IN_AISLE@tile29) -> P182(30E/LEFT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[158]: P158(30D/LEFT/MOVING_IN_AISLE@tile29) -> P182(30E/LEFT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P182->30E(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P101{seat=29A,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=27,directBlocker=96,lastMoveTick=124,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P96{seat=29C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=28,directBlocker=158,lastMoveTick=109,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P158{seat=30D,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=29,directBlocker=182,lastMoveTick=98,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 27|28|29 Current unavailable yield tiles: 27|28|29 Current yield-tile occupants: 101|96|158 Final row-event chain: 107|101|96|158|182 Final row-event chain length: 5 Distinct row events in chain: 5 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1951\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 1854\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 04 | standardDataset=228/228 (100.00%) | pooledClosureCohortDataset=85/228 (37.28%) | seatedDelta=-143 | completionDelta=-62.72% | outsideDelta=+113 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | pooledClosureCohortWorse=true | standardFamily=COMPLETE_CABIN | pooledClosureCohortFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 30 POOLED FOUR-SEED COARSE-COHORT CLOSURE ============================================================ Date/Time: 2026-07-17 00:26:08 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2383790101901 Scenario number: 5 Scenario seed: -950817254515938994 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.26% Blocker-prone seat share (topology component): 73.61% Aisle-assignment balance: 91.67% OUTCOME ------- Status: SUCCESS Completed ticks: 828 Passengers seated: 216/216 Average waiting ticks: 353.81 Longest waiting passenger: P40->14H(RIGHT) Longest waiting ticks: 792 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 2 Cluster candidates evaluated: 3 Executable cluster candidates: 3 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: RIGHT:region=R4:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 67 Regions dissolved: 4 Repeated reconstructions avoided: 67 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=18 Confirmation deferral ticks: 5 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1404 Maximum occupied tiles: 12 Seat events: 99 Single-blocker events: 26 Multiple-blocker events: 7 Temporary aisle reoccupations: 41 RIGHT AISLE ----------- Total moves: 1691 Maximum occupied tiles: 12 Seat events: 117 Single-blocker events: 28 Multiple-blocker events: 10 Temporary aisle reoccupations: 52 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 119 Reservations granted: 119 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3955 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4937 Total stationary ticks: 79750 Seat-event requests: 229 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 472 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 472 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 227\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 2\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 30 POOLED FOUR-SEED COARSE-COHORT CLOSURE ============================================================ Date/Time: 2026-07-17 00:26:08 Experiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2383790101901 Scenario number: 5 Scenario seed: -950817254515938994 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: POOLED_CLOSURE_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 34.26% Blocker-prone seat share (topology component): 73.61% Aisle-assignment balance: 91.67% OUTCOME ------- Status: SUCCESS Completed ticks: 816 Passengers seated: 216/216 Average waiting ticks: 358.55 Longest waiting passenger: P163->3F(RIGHT) Longest waiting ticks: 807 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 36 Regions dissolved: 2 Repeated reconstructions avoided: 36 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=23 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1404 Maximum occupied tiles: 16 Seat events: 99 Single-blocker events: 24 Multiple-blocker events: 6 Temporary aisle reoccupations: 37 RIGHT AISLE ----------- Total moves: 1691 Maximum occupied tiles: 16 Seat events: 117 Single-blocker events: 32 Multiple-blocker events: 10 Temporary aisle reoccupations: 56 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 121 Reservations granted: 120 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6512 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7213 Total stationary ticks: 83173 Seat-event requests: 225 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 366 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 366 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 225\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 05 | standardDataset=216/216 (100.00%) | pooledClosureCohortDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | pooledClosureCohortWorse=false | standardFamily=COMPLETE_CABIN | pooledClosureCohortFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 30 POOLED FOUR-SEED COARSE-COHORT CLOSURE ============================================================ Date/Time: 2026-07-17 00:26:08 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2383790101901 Scenario number: 6 Scenario seed: -3863944957843134683 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.74% Blocker-prone seat share (topology component): 69.13% Aisle-assignment balance: 98.26% OUTCOME ------- Status: SUCCESS Completed ticks: 848 Passengers seated: 230/230 Average waiting ticks: 384.94 Longest waiting passenger: P221->22F(RIGHT) Longest waiting ticks: 801 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1672 Maximum occupied tiles: 11 Seat events: 113 Single-blocker events: 33 Multiple-blocker events: 7 Temporary aisle reoccupations: 47 RIGHT AISLE ----------- Total moves: 1776 Maximum occupied tiles: 13 Seat events: 117 Single-blocker events: 26 Multiple-blocker events: 12 Temporary aisle reoccupations: 50 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 78 Reservations granted: 78 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3786 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4710 Total stationary ticks: 91510 Seat-event requests: 234 Failed seat-event starts: 4 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 538 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 4 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 538 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 234\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 30 POOLED FOUR-SEED COARSE-COHORT CLOSURE ============================================================ Date/Time: 2026-07-17 00:26:08 Experiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2383790101901 Scenario number: 6 Scenario seed: -3863944957843134683 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: POOLED_CLOSURE_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 31.74% Blocker-prone seat share (topology component): 69.13% Aisle-assignment balance: 98.26% OUTCOME ------- Status: SUCCESS Completed ticks: 833 Passengers seated: 230/230 Average waiting ticks: 386.88 Longest waiting passenger: P95->9H(RIGHT) Longest waiting ticks: 808 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 7 Selected release potential total: 11 Last cluster decision: RIGHT:tiles22-26:occupied=5:anchor=P30:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 38 Regions dissolved: 1 Repeated reconstructions avoided: 38 Largest region lifetime: 39 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=39 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1672 Maximum occupied tiles: 16 Seat events: 113 Single-blocker events: 33 Multiple-blocker events: 6 Temporary aisle reoccupations: 45 RIGHT AISLE ----------- Total moves: 1776 Maximum occupied tiles: 16 Seat events: 117 Single-blocker events: 28 Multiple-blocker events: 12 Temporary aisle reoccupations: 52 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 80 Reservations granted: 79 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6556 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7406 Total stationary ticks: 94766 Seat-event requests: 241 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 432 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 432 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 240\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 7\nOccupied-space rejections: 19\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 06 | standardDataset=230/230 (100.00%) | pooledClosureCohortDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | pooledClosureCohortWorse=false | standardFamily=COMPLETE_CABIN | pooledClosureCohortFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 30 POOLED FOUR-SEED COARSE-COHORT CLOSURE ============================================================ Date/Time: 2026-07-17 00:26:08 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2383790101901 Scenario number: 7 Scenario seed: -1769197008477647048 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 75.49% Aisle-assignment balance: 95.10% OUTCOME ------- Status: SUCCESS Completed ticks: 758 Passengers seated: 204/204 Average waiting ticks: 328.52 Longest waiting passenger: P107->25H(RIGHT) Longest waiting ticks: 701 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 4 Regions dissolved: 1 Repeated reconstructions avoided: 4 Largest region lifetime: 5 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=5 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1426 Maximum occupied tiles: 11 Seat events: 97 Single-blocker events: 20 Multiple-blocker events: 7 Temporary aisle reoccupations: 36 RIGHT AISLE ----------- Total moves: 1613 Maximum occupied tiles: 13 Seat events: 107 Single-blocker events: 19 Multiple-blocker events: 11 Temporary aisle reoccupations: 43 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 108 Reservations granted: 107 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4015 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4873 Total stationary ticks: 70472 Seat-event requests: 210 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 388 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 388 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 211\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 5\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 30 POOLED FOUR-SEED COARSE-COHORT CLOSURE ============================================================ Date/Time: 2026-07-17 00:26:08 Experiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2383790101901 Scenario number: 7 Scenario seed: -1769197008477647048 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: POOLED_CLOSURE_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 75.49% Aisle-assignment balance: 95.10% OUTCOME ------- Status: SUCCESS Completed ticks: 740 Passengers seated: 204/204 Average waiting ticks: 329.65 Longest waiting passenger: P162->7G(RIGHT) Longest waiting ticks: 722 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 17 Regions dissolved: 1 Repeated reconstructions avoided: 17 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=18 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1426 Maximum occupied tiles: 15 Seat events: 97 Single-blocker events: 21 Multiple-blocker events: 6 Temporary aisle reoccupations: 35 RIGHT AISLE ----------- Total moves: 1613 Maximum occupied tiles: 16 Seat events: 107 Single-blocker events: 19 Multiple-blocker events: 11 Temporary aisle reoccupations: 44 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 107 Reservations granted: 105 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6211 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6946 Total stationary ticks: 72759 Seat-event requests: 208 Failed seat-event starts: 4 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 400 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 4 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 400 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 210\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 5\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 07 | standardDataset=204/204 (100.00%) | pooledClosureCohortDataset=204/204 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | pooledClosureCohortWorse=false | standardFamily=COMPLETE_CABIN | pooledClosureCohortFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 30 POOLED FOUR-SEED COARSE-COHORT CLOSURE ============================================================ Date/Time: 2026-07-17 00:26:08 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2383790101901 Scenario number: 8 Scenario seed: -3829176363644388173 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.89% Blocker-prone seat share (topology component): 67.95% Aisle-assignment balance: 96.53% OUTCOME ------- Status: SUCCESS Completed ticks: 947 Passengers seated: 259/259 Average waiting ticks: 420.75 Longest waiting passenger: P152->15H(RIGHT) Longest waiting ticks: 893 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1939 Maximum occupied tiles: 12 Seat events: 125 Single-blocker events: 28 Multiple-blocker events: 11 Temporary aisle reoccupations: 50 RIGHT AISLE ----------- Total moves: 2044 Maximum occupied tiles: 11 Seat events: 134 Single-blocker events: 38 Multiple-blocker events: 12 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 90 Reservations granted: 88 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5079 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6398 Total stationary ticks: 113379 Seat-event requests: 266 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 624 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 624 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 269\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 6\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 30 POOLED FOUR-SEED COARSE-COHORT CLOSURE ============================================================ Date/Time: 2026-07-17 00:26:08 Experiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2383790101901 Scenario number: 8 Scenario seed: -3829176363644388173 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: POOLED_CLOSURE_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 30.89% Blocker-prone seat share (topology component): 67.95% Aisle-assignment balance: 96.53% OUTCOME ------- Status: SUCCESS Completed ticks: 934 Passengers seated: 259/259 Average waiting ticks: 424.03 Longest waiting passenger: P60->4G(RIGHT) Longest waiting ticks: 924 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1939 Maximum occupied tiles: 17 Seat events: 125 Single-blocker events: 28 Multiple-blocker events: 11 Temporary aisle reoccupations: 50 RIGHT AISLE ----------- Total moves: 2044 Maximum occupied tiles: 18 Seat events: 134 Single-blocker events: 36 Multiple-blocker events: 13 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 94 Reservations granted: 91 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8311 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9316 Total stationary ticks: 117299 Seat-event requests: 267 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 489 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 489 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 270\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 08 | standardDataset=259/259 (100.00%) | pooledClosureCohortDataset=259/259 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | pooledClosureCohortWorse=false | standardFamily=COMPLETE_CABIN | pooledClosureCohortFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 30 POOLED FOUR-SEED COARSE-COHORT CLOSURE ============================================================ Date/Time: 2026-07-17 00:26:08 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2383790101901 Scenario number: 9 Scenario seed: 5648195637826115442 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.17% Blocker-prone seat share (topology component): 67.83% Aisle-assignment balance: 96.52% OUTCOME ------- Status: SUCCESS Completed ticks: 843 Passengers seated: 230/230 Average waiting ticks: 377.05 Longest waiting passenger: P180->22H(RIGHT) Longest waiting ticks: 794 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1726 Maximum occupied tiles: 10 Seat events: 111 Single-blocker events: 27 Multiple-blocker events: 5 Temporary aisle reoccupations: 37 RIGHT AISLE ----------- Total moves: 1790 Maximum occupied tiles: 11 Seat events: 119 Single-blocker events: 28 Multiple-blocker events: 8 Temporary aisle reoccupations: 44 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 77 Reservations granted: 77 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3997 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4901 Total stationary ticks: 89930 Seat-event requests: 234 Failed seat-event starts: 4 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 530 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 4 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 530 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 234\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 4\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 30 POOLED FOUR-SEED COARSE-COHORT CLOSURE ============================================================ Date/Time: 2026-07-17 00:26:08 Experiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2383790101901 Scenario number: 9 Scenario seed: 5648195637826115442 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: POOLED_CLOSURE_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 32.17% Blocker-prone seat share (topology component): 67.83% Aisle-assignment balance: 96.52% OUTCOME ------- Status: SUCCESS Completed ticks: 824 Passengers seated: 230/230 Average waiting ticks: 370.24 Longest waiting passenger: P64->6G(RIGHT) Longest waiting ticks: 806 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 3 Selected release potential total: 4 Last cluster decision: LEFT:tiles18-20:occupied=3:anchor=P210:selected=P152:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 22 Regions dissolved: 2 Repeated reconstructions avoided: 22 Largest region lifetime: 15 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=9 Confirmation deferral ticks: 3 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1726 Maximum occupied tiles: 17 Seat events: 111 Single-blocker events: 26 Multiple-blocker events: 5 Temporary aisle reoccupations: 36 RIGHT AISLE ----------- Total moves: 1790 Maximum occupied tiles: 17 Seat events: 119 Single-blocker events: 27 Multiple-blocker events: 9 Temporary aisle reoccupations: 45 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 77 Reservations granted: 77 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7335 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8238 Total stationary ticks: 91755 Seat-event requests: 240 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 469 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 469 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 238\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 09 | standardDataset=230/230 (100.00%) | pooledClosureCohortDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | pooledClosureCohortWorse=false | standardFamily=COMPLETE_CABIN | pooledClosureCohortFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 30 POOLED FOUR-SEED COARSE-COHORT CLOSURE ============================================================ Date/Time: 2026-07-17 00:26:08 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2383790101901 Scenario number: 10 Scenario seed: 3070735666026412119 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.66% Blocker-prone seat share (topology component): 66.79% Aisle-assignment balance: 97.08% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2437 Passengers seated: 252/274 Average waiting ticks: 472.81 Longest waiting passenger: P254->29H(RIGHT) Longest waiting ticks: 2381 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 12 Cluster candidates evaluated: 14 Executable cluster candidates: 1 Rejected cluster candidates: 13 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 15 Selected release potential total: 9 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 3364 Regions dissolved: 0 Repeated reconstructions avoided: 3364 Largest region lifetime: 1717 Maximum simultaneous active regions: 2 Regions active at termination: 2 Last lifecycle event: UPDATE:R2:age=1649:occupied=12 Confirmation deferral ticks: 3 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1601 State changes reopening evaluation: 10 Region priority competitions: 1557 Regions ranked: 3114 Hierarchical selections: 1557 Lower-priority evaluations deferred: 1545 Highest selected priority score: 16532 Left/right priority wins: 57/1500 Priority ties: 0 Last priority decision: LEFT:R1:score=11110 | RIGHT:R2:score=13310 | selected=RIGHT LEFT AISLE ---------- Total moves: 2065 Maximum occupied tiles: 18 Seat events: 123 Single-blocker events: 39 Multiple-blocker events: 12 Temporary aisle reoccupations: 63 RIGHT AISLE ----------- Total moves: 2140 Maximum occupied tiles: 18 Seat events: 129 Single-blocker events: 31 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 115 Reservations granted: 115 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 18 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 29238 Longest unresolved passenger ID: 23 Longest unresolved row: 32 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 10 Longest dependency chain: P228(27D/RIGHT) -> P123(28E/RIGHT) -> P167(30G/RIGHT) -> P37(32I/RIGHT) -> P139(31I/RIGHT) -> P12(27I/RIGHT) -> P151(30I/RIGHT) -> P271(30H/RIGHT) -> P185(30E/RIGHT) -> P254(29H/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 228 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 18 Total blocked ticks: 41590 Total stationary ticks: 162376 Seat-event requests: 3458 Failed seat-event starts: 3206 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 254 Critical blocker identity: P254->29H(RIGHT) Direct fan-out: 1 Total indirect descendants: 9 Critical tree size including blocker: 10 Critical tree depth: 10 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 22 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 12 Critical blocker tree: P254(29H/RIGHT/WAITING_FOR_SEAT_EVENT) P185(30E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P271(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P151(30I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P12(27I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P139(31I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P37(32I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P167(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P123(28E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P228(27D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 3172 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 173 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 3 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 3172 Rear-boundary failures: 34 Middle-bank reservation failures: 0 Active-event deferrals: 914 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[173]: P173(31G/RIGHT/MOVING_IN_AISLE@tile30) -> P207(31D/RIGHT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P207->31D(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P173{seat=31G,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=207,lastMoveTick=769,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 30 Current unavailable yield tiles: 30 Current yield-tile occupants: 173 Final row-event chain: 254|173|207 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 4 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3457\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 3175\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 30 POOLED FOUR-SEED COARSE-COHORT CLOSURE ============================================================ Date/Time: 2026-07-17 00:26:08 Experiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2383790101901 Scenario number: 10 Scenario seed: 3070735666026412119 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: POOLED_CLOSURE_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 30.66% Blocker-prone seat share (topology component): 66.79% Aisle-assignment balance: 97.08% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2124 Passengers seated: 128/274 Average waiting ticks: 985.74 Longest waiting passenger: P2->1H(RIGHT) Longest waiting ticks: 2124 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 34 Cluster candidates evaluated: 34 Executable cluster candidates: 0 Rejected cluster candidates: 34 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 31 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 3768 Regions dissolved: 0 Repeated reconstructions avoided: 3768 Largest region lifetime: 1892 Maximum simultaneous active regions: 2 Regions active at termination: 2 Last lifecycle event: UPDATE:R2:age=1878:occupied=31 Confirmation deferral ticks: 3 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1788 State changes reopening evaluation: 32 Region priority competitions: 1634 Regions ranked: 3268 Hierarchical selections: 1634 Lower-priority evaluations deferred: 1589 Highest selected priority score: 34210 Left/right priority wins: 13/1621 Priority ties: 0 Last priority decision: LEFT:R1:score=12210 | RIGHT:R2:score=34210 | selected=RIGHT LEFT AISLE ---------- Total moves: 1878 Maximum occupied tiles: 23 Seat events: 81 Single-blocker events: 25 Multiple-blocker events: 8 Temporary aisle reoccupations: 41 RIGHT AISLE ----------- Total moves: 1521 Maximum occupied tiles: 31 Seat events: 47 Single-blocker events: 14 Multiple-blocker events: 2 Temporary aisle reoccupations: 18 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 57 Reservations granted: 55 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 104 Remaining moving in aisle: 37 Remaining waiting at row: 5 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 66793 Longest unresolved passenger ID: 2 Longest unresolved row: 1 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 29 Longest dependency chain: P52(20G/RIGHT) -> P29(21E/RIGHT) -> P35(13I/RIGHT) -> P94(17G/RIGHT) -> P160(18F/RIGHT) -> P195(20I/RIGHT) -> P166(21G/RIGHT) -> P233(18I/RIGHT) -> P239(15H/RIGHT) -> P210(19G/RIGHT) -> P136(21H/RIGHT) -> P243(17D/RIGHT) -> P28(15I/RIGHT) -> P186(18H/RIGHT) -> P238(19I/RIGHT) -> P3(22H/RIGHT) -> P272(18G/RIGHT) -> P17(22D/RIGHT) -> P244(20E/RIGHT) -> P228(27D/RIGHT) -> P123(28E/RIGHT) -> P167(30G/RIGHT) -> P37(32I/RIGHT) -> P139(31I/RIGHT) -> P12(27I/RIGHT) -> P151(30I/RIGHT) -> P271(30H/RIGHT) -> P185(30E/RIGHT) -> P254(29H/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 52 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 37 Total blocked ticks: 81917 Total stationary ticks: 342046 Seat-event requests: 3562 Failed seat-event starts: 3434 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 254 Critical blocker identity: P254->29H(RIGHT) Direct fan-out: 1 Total indirect descendants: 28 Critical tree size including blocker: 29 Critical tree depth: 29 Frozen internal components: 5 Terminal WAITING_FOR_SEAT_EVENT nodes: 5 Unresolved internal passengers: 42 Unresolved outside passengers: 104 Unresolved internal passengers outside critical tree: 13 Critical blocker tree: P254(29H/RIGHT/WAITING_FOR_SEAT_EVENT) P185(30E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P271(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P151(30I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P12(27I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P139(31I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P37(32I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P167(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P123(28E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P228(27D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P244(20E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P17(22D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P272(18G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P3(22H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P238(19I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P186(18H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P28(15I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P243(17D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P136(21H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P210(19G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P239(15H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P233(18I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P166(21G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P195(20I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P160(18F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P94(17G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P35(13I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P29(21E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P52(20G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 3420 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 173 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 4 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 3420 Rear-boundary failures: 14 Middle-bank reservation failures: 2 Active-event deferrals: 783 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[173]: P173(31G/RIGHT/MOVING_IN_AISLE@tile30) -> P207(31D/RIGHT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P207->31D(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P173{seat=31G,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=207,lastMoveTick=236,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 30 Current unavailable yield tiles: 30 Current yield-tile occupants: 173 Final row-event chain: 254|173|207 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 5 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3564\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 3422\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 10 | standardDataset=252/274 (91.97%) | pooledClosureCohortDataset=128/274 (46.72%) | seatedDelta=-124 | completionDelta=-45.26% | outsideDelta=+104 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | pooledClosureCohortWorse=true | standardFamily=MOVING_PASSENGER_YIELD_CHAIN | pooledClosureCohortFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 30 POOLED FOUR-SEED COARSE-COHORT CLOSURE ============================================================ Date/Time: 2026-07-17 00:26:08 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2383790101901 Scenario number: 11 Scenario seed: -3690447663707942308 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.25% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 97.92% OUTCOME ------- Status: SUCCESS Completed ticks: 688 Passengers seated: 192/192 Average waiting ticks: 307.84 Longest waiting passenger: P109->14B(LEFT) Longest waiting ticks: 645 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 3 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 4 Largest detected cluster: 8 Selected release potential total: 11 Last cluster decision: RIGHT:tiles18-22:occupied=4:anchor=P39:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 51 Regions dissolved: 2 Repeated reconstructions avoided: 51 Largest region lifetime: 36 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=17 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1385 Maximum occupied tiles: 10 Seat events: 98 Single-blocker events: 16 Multiple-blocker events: 10 Temporary aisle reoccupations: 38 RIGHT AISLE ----------- Total moves: 1429 Maximum occupied tiles: 12 Seat events: 94 Single-blocker events: 25 Multiple-blocker events: 5 Temporary aisle reoccupations: 36 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 111 Reservations granted: 110 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3447 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4399 Total stationary ticks: 62019 Seat-event requests: 203 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 476 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 476 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 202\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 5\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 30 POOLED FOUR-SEED COARSE-COHORT CLOSURE ============================================================ Date/Time: 2026-07-17 00:26:08 Experiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2383790101901 Scenario number: 11 Scenario seed: -3690447663707942308 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: POOLED_CLOSURE_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 31.25% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 97.92% OUTCOME ------- Status: SUCCESS Completed ticks: 685 Passengers seated: 192/192 Average waiting ticks: 305.46 Longest waiting passenger: P42->11F(LEFT) Longest waiting ticks: 662 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 2 Cluster candidates evaluated: 6 Executable cluster candidates: 4 Rejected cluster candidates: 2 Cluster selections: 4 Cluster-selected events started: 4 Largest detected cluster: 7 Selected release potential total: 18 Last cluster decision: RIGHT:tiles11-17:occupied=6:anchor=P139:selected=P91:directReleases=1:releasePotential=4 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 120 Regions dissolved: 4 Repeated reconstructions avoided: 120 Largest region lifetime: 50 Maximum simultaneous active regions: 2 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=50 Confirmation deferral ticks: 8 Regions reaching confirmation: 3 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1385 Maximum occupied tiles: 15 Seat events: 98 Single-blocker events: 20 Multiple-blocker events: 8 Temporary aisle reoccupations: 38 RIGHT AISLE ----------- Total moves: 1429 Maximum occupied tiles: 15 Seat events: 94 Single-blocker events: 21 Multiple-blocker events: 7 Temporary aisle reoccupations: 36 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 118 Reservations granted: 117 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5773 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6650 Total stationary ticks: 63834 Seat-event requests: 210 Failed seat-event starts: 18 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 448 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 18 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 448 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 207\nPrecedence substitutions made: 6\nDependency chains followed: 10\nBlocked by waiting-row occupant: 10\nSubstituted events started: 11\nOccupied-space rejections: 43\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 11 | standardDataset=192/192 (100.00%) | pooledClosureCohortDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=4 | clusterSelections=4 | clusterStarts=4 | convertedToSuccess=false | pooledClosureCohortWorse=false | standardFamily=COMPLETE_CABIN | pooledClosureCohortFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 30 POOLED FOUR-SEED COARSE-COHORT CLOSURE ============================================================ Date/Time: 2026-07-17 00:26:08 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2383790101901 Scenario number: 12 Scenario seed: 1047207184824207458 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 245 Occupancy: 85% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.61% Blocker-prone seat share (topology component): 66.53% Aisle-assignment balance: 94.69% OUTCOME ------- Status: SUCCESS Completed ticks: 916 Passengers seated: 245/245 Average waiting ticks: 400.43 Longest waiting passenger: P59->22I(RIGHT) Longest waiting ticks: 867 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: LEFT:tiles16-18:occupied=3:anchor=P193:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 15 Regions dissolved: 1 Repeated reconstructions avoided: 15 Largest region lifetime: 16 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=16 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1845 Maximum occupied tiles: 12 Seat events: 116 Single-blocker events: 38 Multiple-blocker events: 9 Temporary aisle reoccupations: 56 RIGHT AISLE ----------- Total moves: 2044 Maximum occupied tiles: 12 Seat events: 129 Single-blocker events: 35 Multiple-blocker events: 8 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 91 Reservations granted: 90 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4996 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6164 Total stationary ticks: 102379 Seat-event requests: 256 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 587 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 587 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 256\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 30 POOLED FOUR-SEED COARSE-COHORT CLOSURE ============================================================ Date/Time: 2026-07-17 00:26:08 Experiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2383790101901 Scenario number: 12 Scenario seed: 1047207184824207458 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 245 Occupancy: 85% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: POOLED_CLOSURE_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 30.61% Blocker-prone seat share (topology component): 66.53% Aisle-assignment balance: 94.69% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2403 Passengers seated: 242/245 Average waiting ticks: 412.60 Longest waiting passenger: P145->30A(LEFT) Longest waiting ticks: 2308 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 1 Rejected cluster candidates: 1 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 8 Selected release potential total: 7 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 2208 Regions dissolved: 1 Repeated reconstructions avoided: 2208 Largest region lifetime: 2141 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2141:occupied=3 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1734 State changes reopening evaluation: 0 Region priority competitions: 6 Regions ranked: 12 Hierarchical selections: 6 Lower-priority evaluations deferred: 2 Highest selected priority score: 7714 Left/right priority wins: 3/3 Priority ties: 0 Last priority decision: LEFT:R1:score=3335 | RIGHT:R2:score=3310 | selected=LEFT LEFT AISLE ---------- Total moves: 1844 Maximum occupied tiles: 17 Seat events: 113 Single-blocker events: 32 Multiple-blocker events: 9 Temporary aisle reoccupations: 50 RIGHT AISLE ----------- Total moves: 2044 Maximum occupied tiles: 18 Seat events: 129 Single-blocker events: 39 Multiple-blocker events: 8 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 88 Reservations denied/waited: 9 Simultaneous opposite-aisle conflicts: 2 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8206 Longest unresolved passenger ID: 223 Longest unresolved row: 32 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P223(32C/LEFT) -> P94(32A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 223 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 15721 Total stationary ticks: 110826 Seat-event requests: 1991 Failed seat-event starts: 1749 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 94 Critical blocker identity: P94->32A(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P94(32A/LEFT/WAITING_FOR_SEAT_EVENT) P223(32C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1747 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 1 Critical blocker required yield tiles: 33 Critical blocker unavailable yield tiles: 33 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 2 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1747 Rear-boundary failures: 2 Middle-bank reservation failures: 9 Active-event deferrals: 1061 Simultaneous arbitration losses: 2 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 1 Current required yield tiles: 33 Current unavailable yield tiles: 33 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2001\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 1750\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 12 | standardDataset=245/245 (100.00%) | pooledClosureCohortDataset=242/245 (98.78%) | seatedDelta=-3 | completionDelta=-1.22% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=2 | convertedToSuccess=false | pooledClosureCohortWorse=true | standardFamily=COMPLETE_CABIN | pooledClosureCohortFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 30 POOLED FOUR-SEED COARSE-COHORT CLOSURE ============================================================ Date/Time: 2026-07-17 00:26:08 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2383790101901 Scenario number: 13 Scenario seed: -5917045873265636586 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.77% Blocker-prone seat share (topology component): 75.88% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 835 Passengers seated: 228/228 Average waiting ticks: 380.17 Longest waiting passenger: P26->3H(RIGHT) Longest waiting ticks: 785 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 59 Regions dissolved: 2 Repeated reconstructions avoided: 59 Largest region lifetime: 38 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=38 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1678 Maximum occupied tiles: 12 Seat events: 114 Single-blocker events: 27 Multiple-blocker events: 10 Temporary aisle reoccupations: 52 RIGHT AISLE ----------- Total moves: 1639 Maximum occupied tiles: 14 Seat events: 114 Single-blocker events: 36 Multiple-blocker events: 10 Temporary aisle reoccupations: 60 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 122 Reservations granted: 122 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4049 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5028 Total stationary ticks: 89943 Seat-event requests: 240 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 526 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 526 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 240\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 30 POOLED FOUR-SEED COARSE-COHORT CLOSURE ============================================================ Date/Time: 2026-07-17 00:26:08 Experiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2383790101901 Scenario number: 13 Scenario seed: -5917045873265636586 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: POOLED_CLOSURE_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 33.77% Blocker-prone seat share (topology component): 75.88% Aisle-assignment balance: 100.00% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2302 Passengers seated: 222/228 Average waiting ticks: 383.61 Longest waiting passenger: P43->28E(LEFT) Longest waiting ticks: 2214 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 4 Cluster candidates evaluated: 4 Executable cluster candidates: 0 Rejected cluster candidates: 4 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 6 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2087 Regions dissolved: 0 Repeated reconstructions avoided: 2087 Largest region lifetime: 2088 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2088:occupied=6 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1671 State changes reopening evaluation: 3 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1668 Maximum occupied tiles: 18 Seat events: 108 Single-blocker events: 24 Multiple-blocker events: 8 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1639 Maximum occupied tiles: 15 Seat events: 114 Single-blocker events: 34 Multiple-blocker events: 13 Temporary aisle reoccupations: 65 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1794 Reservations granted: 1793 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 4 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 8593 Longest unresolved passenger ID: 13 Longest unresolved row: 28 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 5 Longest dependency chain: P63(28B/LEFT) -> P51(27C/LEFT) -> P210(29A/LEFT) -> P13(28A/LEFT) -> P43(28E/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 63 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 4 Total blocked ticks: 19671 Total stationary ticks: 101316 Seat-event requests: 1906 Failed seat-event starts: 1684 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 43 Critical blocker identity: P43->28E(LEFT) Direct fan-out: 1 Total indirect descendants: 4 Critical tree size including blocker: 5 Critical tree depth: 5 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 6 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P43(28E/LEFT/WAITING_FOR_SEAT_EVENT) P13(28A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P210(29A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P51(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P63(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1684 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 29|30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 117 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1684 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 1113 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[117]: P117(30A/LEFT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P117->30A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P117{seat=30A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=210,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 29|30 Current unavailable yield tiles: 30 Current yield-tile occupants: 117 Final row-event chain: 43|117 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1907\nPrecedence substitutions made: 6\nDependency chains followed: 1684\nBlocked by waiting-row occupant: 1684\nSubstituted events started: 8\nOccupied-space rejections: 1688\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 13 | standardDataset=228/228 (100.00%) | pooledClosureCohortDataset=222/228 (97.37%) | seatedDelta=-6 | completionDelta=-2.63% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | pooledClosureCohortWorse=true | standardFamily=COMPLETE_CABIN | pooledClosureCohortFamily=LINKED_ROW_EVENT_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 30 POOLED FOUR-SEED COARSE-COHORT CLOSURE ============================================================ Date/Time: 2026-07-17 00:26:08 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2383790101901 Scenario number: 14 Scenario seed: -2850590035888765441 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 98.58% OUTCOME ------- Status: SUCCESS Completed ticks: 1019 Passengers seated: 282/282 Average waiting ticks: 461.49 Longest waiting passenger: P16->32I(RIGHT) Longest waiting ticks: 955 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2049 Maximum occupied tiles: 14 Seat events: 139 Single-blocker events: 44 Multiple-blocker events: 16 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2321 Maximum occupied tiles: 15 Seat events: 143 Single-blocker events: 43 Multiple-blocker events: 15 Temporary aisle reoccupations: 73 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 98 Reservations granted: 98 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5934 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7171 Total stationary ticks: 135181 Seat-event requests: 293 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 603 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 603 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 293\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 30 POOLED FOUR-SEED COARSE-COHORT CLOSURE ============================================================ Date/Time: 2026-07-17 00:26:08 Experiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2383790101901 Scenario number: 14 Scenario seed: -2850590035888765441 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: POOLED_CLOSURE_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 98.58% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 468.49 Longest waiting passenger: P13->1E(LEFT) Longest waiting ticks: 989 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2049 Maximum occupied tiles: 17 Seat events: 139 Single-blocker events: 44 Multiple-blocker events: 15 Temporary aisle reoccupations: 74 RIGHT AISLE ----------- Total moves: 2321 Maximum occupied tiles: 18 Seat events: 143 Single-blocker events: 43 Multiple-blocker events: 16 Temporary aisle reoccupations: 75 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 99 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 9116 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 10073 Total stationary ticks: 140218 Seat-event requests: 288 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 477 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 477 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 288\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 14 | standardDataset=282/282 (100.00%) | pooledClosureCohortDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | pooledClosureCohortWorse=false | standardFamily=COMPLETE_CABIN | pooledClosureCohortFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 30 POOLED FOUR-SEED COARSE-COHORT CLOSURE ============================================================ Date/Time: 2026-07-17 00:26:08 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2383790101901 Scenario number: 15 Scenario seed: -1183103217908334057 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.73% Blocker-prone seat share (topology component): 74.48% Aisle-assignment balance: 95.83% OUTCOME ------- Status: SUCCESS Completed ticks: 717 Passengers seated: 192/192 Average waiting ticks: 314.97 Longest waiting passenger: P117->7G(RIGHT) Longest waiting ticks: 665 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 17 Regions dissolved: 1 Repeated reconstructions avoided: 17 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=18 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1303 Maximum occupied tiles: 10 Seat events: 92 Single-blocker events: 23 Multiple-blocker events: 6 Temporary aisle reoccupations: 36 RIGHT AISLE ----------- Total moves: 1425 Maximum occupied tiles: 11 Seat events: 100 Single-blocker events: 23 Multiple-blocker events: 7 Temporary aisle reoccupations: 39 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 97 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3297 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 3874 Total stationary ticks: 63079 Seat-event requests: 200 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 300 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 300 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 205\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 30 POOLED FOUR-SEED COARSE-COHORT CLOSURE ============================================================ Date/Time: 2026-07-17 00:26:08 Experiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2383790101901 Scenario number: 15 Scenario seed: -1183103217908334057 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: POOLED_CLOSURE_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 30.73% Blocker-prone seat share (topology component): 74.48% Aisle-assignment balance: 95.83% OUTCOME ------- Status: SUCCESS Completed ticks: 702 Passengers seated: 192/192 Average waiting ticks: 312.77 Longest waiting passenger: P117->7G(RIGHT) Longest waiting ticks: 679 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: RIGHT:tiles12-16:occupied=4:anchor=P104:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 27 Regions dissolved: 2 Repeated reconstructions avoided: 27 Largest region lifetime: 21 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=21 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1303 Maximum occupied tiles: 16 Seat events: 92 Single-blocker events: 22 Multiple-blocker events: 5 Temporary aisle reoccupations: 33 RIGHT AISLE ----------- Total moves: 1425 Maximum occupied tiles: 15 Seat events: 100 Single-blocker events: 22 Multiple-blocker events: 9 Temporary aisle reoccupations: 42 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 110 Reservations granted: 100 Reservations denied/waited: 10 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5504 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6364 Total stationary ticks: 64899 Seat-event requests: 202 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 496 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 10 Active-event deferrals: 496 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 211\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 9\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 15 | standardDataset=192/192 (100.00%) | pooledClosureCohortDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | pooledClosureCohortWorse=false | standardFamily=COMPLETE_CABIN | pooledClosureCohortFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 30 POOLED FOUR-SEED COARSE-COHORT CLOSURE ============================================================ Date/Time: 2026-07-17 00:26:08 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2383790101901 Scenario number: 16 Scenario seed: -464776125411491105 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.04% Blocker-prone seat share (topology component): 65.65% Aisle-assignment balance: 99.13% OUTCOME ------- Status: SUCCESS Completed ticks: 821 Passengers seated: 230/230 Average waiting ticks: 374.70 Longest waiting passenger: P177->9I(RIGHT) Longest waiting ticks: 774 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 3 Executable cluster candidates: 3 Rejected cluster candidates: 0 Cluster selections: 3 Cluster-selected events started: 4 Largest detected cluster: 4 Selected release potential total: 7 Last cluster decision: RIGHT:tiles27-29:occupied=3:anchor=P42:selected=P79:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 43 Regions dissolved: 3 Repeated reconstructions avoided: 43 Largest region lifetime: 21 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=16 Confirmation deferral ticks: 6 Regions reaching confirmation: 3 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1675 Maximum occupied tiles: 12 Seat events: 114 Single-blocker events: 26 Multiple-blocker events: 5 Temporary aisle reoccupations: 36 RIGHT AISLE ----------- Total moves: 1820 Maximum occupied tiles: 12 Seat events: 116 Single-blocker events: 34 Multiple-blocker events: 8 Temporary aisle reoccupations: 50 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 86 Reservations granted: 81 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4464 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5748 Total stationary ticks: 90167 Seat-event requests: 244 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 554 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 554 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 246\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 5\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 30 POOLED FOUR-SEED COARSE-COHORT CLOSURE ============================================================ Date/Time: 2026-07-17 00:26:08 Experiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2383790101901 Scenario number: 16 Scenario seed: -464776125411491105 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: POOLED_CLOSURE_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 33.04% Blocker-prone seat share (topology component): 65.65% Aisle-assignment balance: 99.13% OUTCOME ------- Status: SUCCESS Completed ticks: 817 Passengers seated: 230/230 Average waiting ticks: 381.10 Longest waiting passenger: P177->9I(RIGHT) Longest waiting ticks: 792 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 6 Last cluster decision: LEFT:tiles8-10:occupied=3:anchor=P199:selected=P86:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 43 Regions dissolved: 2 Repeated reconstructions avoided: 43 Largest region lifetime: 25 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=20 Confirmation deferral ticks: 2 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1675 Maximum occupied tiles: 15 Seat events: 114 Single-blocker events: 26 Multiple-blocker events: 5 Temporary aisle reoccupations: 36 RIGHT AISLE ----------- Total moves: 1820 Maximum occupied tiles: 15 Seat events: 116 Single-blocker events: 34 Multiple-blocker events: 8 Temporary aisle reoccupations: 50 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 81 Reservations granted: 81 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6843 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7756 Total stationary ticks: 93704 Seat-event requests: 238 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 524 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 524 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 236\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 7\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 16 | standardDataset=230/230 (100.00%) | pooledClosureCohortDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | pooledClosureCohortWorse=false | standardFamily=COMPLETE_CABIN | pooledClosureCohortFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 30 POOLED FOUR-SEED COARSE-COHORT CLOSURE ============================================================ Date/Time: 2026-07-17 00:26:09 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2383790101901 Scenario number: 17 Scenario seed: -2270056320543726082 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.02% Blocker-prone seat share (topology component): 75.44% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 809 Passengers seated: 228/228 Average waiting ticks: 372.25 Longest waiting passenger: P86->18G(RIGHT) Longest waiting ticks: 780 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 29 Regions dissolved: 1 Repeated reconstructions avoided: 29 Largest region lifetime: 30 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=30 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1711 Maximum occupied tiles: 12 Seat events: 114 Single-blocker events: 31 Multiple-blocker events: 11 Temporary aisle reoccupations: 56 RIGHT AISLE ----------- Total moves: 1615 Maximum occupied tiles: 11 Seat events: 114 Single-blocker events: 31 Multiple-blocker events: 7 Temporary aisle reoccupations: 48 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 117 Reservations granted: 117 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4167 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5321 Total stationary ticks: 88360 Seat-event requests: 235 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 613 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 613 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 235\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 30 POOLED FOUR-SEED COARSE-COHORT CLOSURE ============================================================ Date/Time: 2026-07-17 00:26:09 Experiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2383790101901 Scenario number: 17 Scenario seed: -2270056320543726082 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: POOLED_CLOSURE_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 32.02% Blocker-prone seat share (topology component): 75.44% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 830 Passengers seated: 228/228 Average waiting ticks: 384.51 Longest waiting passenger: P23->2G(RIGHT) Longest waiting ticks: 823 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1711 Maximum occupied tiles: 17 Seat events: 114 Single-blocker events: 30 Multiple-blocker events: 11 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 1615 Maximum occupied tiles: 15 Seat events: 114 Single-blocker events: 32 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 115 Reservations granted: 113 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6697 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7438 Total stationary ticks: 93535 Seat-event requests: 230 Failed seat-event starts: 2 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 394 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 2 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 394 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 232\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 2\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 17 | standardDataset=228/228 (100.00%) | pooledClosureCohortDataset=228/228 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | pooledClosureCohortWorse=false | standardFamily=COMPLETE_CABIN | pooledClosureCohortFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 30 POOLED FOUR-SEED COARSE-COHORT CLOSURE ============================================================ Date/Time: 2026-07-17 00:26:09 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2383790101901 Scenario number: 18 Scenario seed: -5198283442527556764 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.26% Blocker-prone seat share (topology component): 75.46% Aisle-assignment balance: 95.37% OUTCOME ------- Status: SUCCESS Completed ticks: 793 Passengers seated: 216/216 Average waiting ticks: 349.13 Longest waiting passenger: P200->6H(RIGHT) Longest waiting ticks: 740 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P194:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 10 Regions dissolved: 1 Repeated reconstructions avoided: 10 Largest region lifetime: 11 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=11 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1456 Maximum occupied tiles: 11 Seat events: 103 Single-blocker events: 20 Multiple-blocker events: 8 Temporary aisle reoccupations: 40 RIGHT AISLE ----------- Total moves: 1633 Maximum occupied tiles: 11 Seat events: 113 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 52 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 123 Reservations granted: 117 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4069 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5193 Total stationary ticks: 78910 Seat-event requests: 226 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 527 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 527 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 232\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 30 POOLED FOUR-SEED COARSE-COHORT CLOSURE ============================================================ Date/Time: 2026-07-17 00:26:09 Experiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2383790101901 Scenario number: 18 Scenario seed: -5198283442527556764 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: POOLED_CLOSURE_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 34.26% Blocker-prone seat share (topology component): 75.46% Aisle-assignment balance: 95.37% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 1957 Passengers seated: 118/216 Average waiting ticks: 883.65 Longest waiting passenger: P2->8D(LEFT) Longest waiting ticks: 1957 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 12 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 13 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1547 Regions dissolved: 0 Repeated reconstructions avoided: 1547 Largest region lifetime: 1548 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1548:occupied=13 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1534 State changes reopening evaluation: 11 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1264 Maximum occupied tiles: 15 Seat events: 63 Single-blocker events: 12 Multiple-blocker events: 4 Temporary aisle reoccupations: 23 RIGHT AISLE ----------- Total moves: 1274 Maximum occupied tiles: 16 Seat events: 55 Single-blocker events: 13 Multiple-blocker events: 6 Temporary aisle reoccupations: 25 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1616 Reservations granted: 1612 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 83 Remaining moving in aisle: 13 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 20283 Longest unresolved passenger ID: 2 Longest unresolved row: 8 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 13 Longest dependency chain: P145(21C/RIGHT) -> P105(14E/RIGHT) -> P47(19F/RIGHT) -> P123(18H/RIGHT) -> P27(17G/RIGHT) -> P179(14G/RIGHT) -> P15(17E/RIGHT) -> P160(12G/RIGHT) -> P53(12H/RIGHT) -> P181(15H/RIGHT) -> P183(16H/RIGHT) -> P37(18F/RIGHT) -> P71(13C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 145 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 13 Total blocked ticks: 28906 Total stationary ticks: 215842 Seat-event requests: 1670 Failed seat-event starts: 1552 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 71 Critical blocker identity: P71->13C(RIGHT) Direct fan-out: 1 Total indirect descendants: 12 Critical tree size including blocker: 13 Critical tree depth: 13 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 15 Unresolved outside passengers: 83 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P71(13C/RIGHT/WAITING_FOR_SEAT_EVENT) P37(18F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P183(16H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P181(15H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P53(12H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P160(12G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P15(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P179(14G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P27(17G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P123(18H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P47(19F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P105(14E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P145(21C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1552 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 14|15|16 Critical blocker unavailable yield tiles: 16 Critical blocker yield-tile occupants: 7 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1552 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 226 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[7]: P7(19G/RIGHT/MOVING_IN_AISLE@tile16) -> P61(17F/RIGHT/WAITING_AT_ROW@tile17) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P61->17F(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P7{seat=19G,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=16,directBlocker=61,lastMoveTick=408,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 14|15|16 Current unavailable yield tiles: 16 Current yield-tile occupants: 7 Final row-event chain: 71|7|61 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1674\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 1553\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 18 | standardDataset=216/216 (100.00%) | pooledClosureCohortDataset=118/216 (54.63%) | seatedDelta=-98 | completionDelta=-45.37% | outsideDelta=+83 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | pooledClosureCohortWorse=true | standardFamily=COMPLETE_CABIN | pooledClosureCohortFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 30 POOLED FOUR-SEED COARSE-COHORT CLOSURE ============================================================ Date/Time: 2026-07-17 00:26:09 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2383790101901 Scenario number: 19 Scenario seed: 3121583300715278605 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 29.01% Blocker-prone seat share (topology component): 62.04% Aisle-assignment balance: 98.77% OUTCOME ------- Status: SUCCESS Completed ticks: 1153 Passengers seated: 324/324 Average waiting ticks: 532.96 Longest waiting passenger: P113->20E(LEFT) Longest waiting ticks: 1111 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2729 Maximum occupied tiles: 16 Seat events: 164 Single-blocker events: 40 Multiple-blocker events: 21 Temporary aisle reoccupations: 85 RIGHT AISLE ----------- Total moves: 2919 Maximum occupied tiles: 14 Seat events: 160 Single-blocker events: 45 Multiple-blocker events: 15 Temporary aisle reoccupations: 77 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 136 Reservations granted: 136 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7158 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8840 Total stationary ticks: 178947 Seat-event requests: 339 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 792 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 792 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 339\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 30 POOLED FOUR-SEED COARSE-COHORT CLOSURE ============================================================ Date/Time: 2026-07-17 00:26:09 Experiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2383790101901 Scenario number: 19 Scenario seed: 3121583300715278605 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: POOLED_CLOSURE_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 29.01% Blocker-prone seat share (topology component): 62.04% Aisle-assignment balance: 98.77% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2660 Passengers seated: 322/324 Average waiting ticks: 537.44 Longest waiting passenger: P27->35E(RIGHT) Longest waiting ticks: 2541 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2729 Maximum occupied tiles: 18 Seat events: 164 Single-blocker events: 38 Multiple-blocker events: 21 Temporary aisle reoccupations: 82 RIGHT AISLE ----------- Total moves: 2917 Maximum occupied tiles: 20 Seat events: 158 Single-blocker events: 46 Multiple-blocker events: 15 Temporary aisle reoccupations: 78 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1875 Reservations granted: 1875 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 11479 Longest unresolved passenger ID: 209 Longest unresolved row: 36 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P209(36G/RIGHT) -> P27(35E/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 209 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 17393 Total stationary ticks: 186886 Seat-event requests: 2078 Failed seat-event starts: 1756 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 27 Critical blocker identity: P27->35E(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P27(35E/RIGHT/WAITING_FOR_SEAT_EVENT) P209(36G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1742 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 36|37 Critical blocker unavailable yield tiles: 37 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 14 Rear-boundary failures: 1742 Middle-bank reservation failures: 0 Active-event deferrals: 1060 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 36|37 Current unavailable yield tiles: 37 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2078\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 6\nOccupied-space rejections: 19\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 19 | standardDataset=324/324 (100.00%) | pooledClosureCohortDataset=322/324 (99.38%) | seatedDelta=-2 | completionDelta=-0.62% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | pooledClosureCohortWorse=true | standardFamily=COMPLETE_CABIN | pooledClosureCohortFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 30 POOLED FOUR-SEED COARSE-COHORT CLOSURE ============================================================ Date/Time: 2026-07-17 00:26:09 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2383790101901 Scenario number: 20 Scenario seed: -8285087501610671069 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 26.80% Blocker-prone seat share (topology component): 60.13% Aisle-assignment balance: 96.08% OUTCOME ------- Status: SUCCESS Completed ticks: 1127 Passengers seated: 306/306 Average waiting ticks: 503.37 Longest waiting passenger: P25->32E(RIGHT) Longest waiting ticks: 1028 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 7 Selected release potential total: 12 Last cluster decision: RIGHT:tiles21-26:occupied=6:anchor=P3:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 85 Regions dissolved: 3 Repeated reconstructions avoided: 85 Largest region lifetime: 45 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=45 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2492 Maximum occupied tiles: 13 Seat events: 147 Single-blocker events: 43 Multiple-blocker events: 12 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 2771 Maximum occupied tiles: 15 Seat events: 159 Single-blocker events: 42 Multiple-blocker events: 18 Temporary aisle reoccupations: 79 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 128 Reservations granted: 128 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6430 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7869 Total stationary ticks: 159553 Seat-event requests: 324 Failed seat-event starts: 18 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 696 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 18 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 696 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 322\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 9\nOccupied-space rejections: 25\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 30 POOLED FOUR-SEED COARSE-COHORT CLOSURE ============================================================ Date/Time: 2026-07-17 00:26:09 Experiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2383790101901 Scenario number: 20 Scenario seed: -8285087501610671069 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: POOLED_CLOSURE_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 26.80% Blocker-prone seat share (topology component): 60.13% Aisle-assignment balance: 96.08% OUTCOME ------- Status: SUCCESS Completed ticks: 1107 Passengers seated: 306/306 Average waiting ticks: 499.82 Longest waiting passenger: P108->4J(RIGHT) Longest waiting ticks: 1080 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2492 Maximum occupied tiles: 20 Seat events: 147 Single-blocker events: 40 Multiple-blocker events: 11 Temporary aisle reoccupations: 63 RIGHT AISLE ----------- Total moves: 2771 Maximum occupied tiles: 19 Seat events: 159 Single-blocker events: 46 Multiple-blocker events: 18 Temporary aisle reoccupations: 84 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 125 Reservations granted: 121 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 10999 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 12066 Total stationary ticks: 162863 Seat-event requests: 312 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 535 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 535 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 316\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 9\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 20 | standardDataset=306/306 (100.00%) | pooledClosureCohortDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | pooledClosureCohortWorse=false | standardFamily=COMPLETE_CABIN | pooledClosureCohortFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 30 POOLED FOUR-SEED COARSE-COHORT CLOSURE ============================================================ Date/Time: 2026-07-17 00:26:09 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2383790101901 Scenario number: 21 Scenario seed: 3380419303108634854 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.85% Blocker-prone seat share (topology component): 74.48% Aisle-assignment balance: 94.79% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2160 Passengers seated: 182/192 Average waiting ticks: 324.08 Longest waiting passenger: P77->27C(RIGHT) Longest waiting ticks: 2118 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 9 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 9 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1594 Regions dissolved: 1 Repeated reconstructions avoided: 1594 Largest region lifetime: 1578 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1578:occupied=9 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1522 State changes reopening evaluation: 8 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1301 Maximum occupied tiles: 10 Seat events: 91 Single-blocker events: 20 Multiple-blocker events: 6 Temporary aisle reoccupations: 33 RIGHT AISLE ----------- Total moves: 1455 Maximum occupied tiles: 14 Seat events: 91 Single-blocker events: 18 Multiple-blocker events: 7 Temporary aisle reoccupations: 35 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1678 Reservations granted: 1678 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 8 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 12808 Longest unresolved passenger ID: 77 Longest unresolved row: 27 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 9 Longest dependency chain: P80(23F/RIGHT) -> P101(30G/RIGHT) -> P10(25H/RIGHT) -> P140(25E/RIGHT) -> P39(28H/RIGHT) -> P61(29G/RIGHT) -> P71(26G/RIGHT) -> P146(29C/RIGHT) -> P77(27C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 80 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 8 Total blocked ticks: 19915 Total stationary ticks: 77305 Seat-event requests: 1767 Failed seat-event starts: 1585 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 77 Critical blocker identity: P77->27C(RIGHT) Direct fan-out: 1 Total indirect descendants: 8 Critical tree size including blocker: 9 Critical tree depth: 9 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 10 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P77(27C/RIGHT/WAITING_FOR_SEAT_EVENT) P146(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P71(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P61(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P39(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P140(25E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P10(25H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P101(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P80(23F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1585 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 28|29|30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 186 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1585 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 673 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[186]: P186(30E/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P186->30E(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P186{seat=30E,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=410,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 28|29|30 Current unavailable yield tiles: 30 Current yield-tile occupants: 186 Final row-event chain: 77|186 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1767\nPrecedence substitutions made: 1\nDependency chains followed: 1581\nBlocked by waiting-row occupant: 1581\nSubstituted events started: 2\nOccupied-space rejections: 1586\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 30 POOLED FOUR-SEED COARSE-COHORT CLOSURE ============================================================ Date/Time: 2026-07-17 00:26:09 Experiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2383790101901 Scenario number: 21 Scenario seed: 3380419303108634854 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: POOLED_CLOSURE_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 33.85% Blocker-prone seat share (topology component): 74.48% Aisle-assignment balance: 94.79% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 1909 Passengers seated: 80/192 Average waiting ticks: 937.64 Longest waiting passenger: P0->4A(LEFT) Longest waiting ticks: 1909 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 26 Cluster candidates evaluated: 19 Executable cluster candidates: 0 Rejected cluster candidates: 19 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 27 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1740 Regions dissolved: 0 Repeated reconstructions avoided: 1740 Largest region lifetime: 1741 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1741:occupied=27 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1692 State changes reopening evaluation: 25 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1126 Maximum occupied tiles: 16 Seat events: 56 Single-blocker events: 13 Multiple-blocker events: 3 Temporary aisle reoccupations: 19 RIGHT AISLE ----------- Total moves: 933 Maximum occupied tiles: 28 Seat events: 24 Single-blocker events: 3 Multiple-blocker events: 0 Temporary aisle reoccupations: 3 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 61 Reservations granted: 59 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 84 Remaining moving in aisle: 25 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 42849 Longest unresolved passenger ID: 0 Longest unresolved row: 4 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 18 Longest dependency chain: P58(20H/RIGHT) -> P113(17H/RIGHT) -> P106(19E/RIGHT) -> P16(18E/RIGHT) -> P1(13G/RIGHT) -> P109(17D/RIGHT) -> P14(21C/RIGHT) -> P171(21G/RIGHT) -> P70(20D/RIGHT) -> P47(20E/RIGHT) -> P189(13F/RIGHT) -> P160(15C/RIGHT) -> P179(15E/RIGHT) -> P161(19H/RIGHT) -> P89(21H/RIGHT) -> P112(20G/RIGHT) -> P126(19D/RIGHT) -> P125(18H/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 58 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 25 Total blocked ticks: 51890 Total stationary ticks: 226204 Seat-event requests: 1806 Failed seat-event starts: 1726 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 125 Critical blocker identity: P125->18H(RIGHT) Direct fan-out: 1 Total indirect descendants: 17 Critical tree size including blocker: 18 Critical tree depth: 18 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 28 Unresolved outside passengers: 84 Unresolved internal passengers outside critical tree: 10 Critical blocker tree: P125(18H/RIGHT/WAITING_FOR_SEAT_EVENT) P126(19D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P112(20G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P89(21H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P161(19H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P179(15E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P160(15C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P189(13F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P47(20E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P70(20D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P171(21G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P14(21C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P109(17D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P1(13G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P16(18E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P106(19E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P113(17H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P58(20H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1726 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 19 Critical blocker unavailable yield tiles: 19 Critical blocker yield-tile occupants: 80 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1726 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 162 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 9 Yield-occupant trace: yieldOccupant[80]: P80(23F/RIGHT/MOVING_IN_AISLE@tile19) -> P101(30G/RIGHT/MOVING_IN_AISLE@tile20) -> P10(25H/RIGHT/MOVING_IN_AISLE@tile21) -> P140(25E/RIGHT/MOVING_IN_AISLE@tile22) -> P39(28H/RIGHT/MOVING_IN_AISLE@tile23) -> P61(29G/RIGHT/MOVING_IN_AISLE@tile24) -> P71(26G/RIGHT/MOVING_IN_AISLE@tile25) -> P146(29C/RIGHT/MOVING_IN_AISLE@tile26) -> P77(27C/RIGHT/WAITING_AT_ROW@tile27) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P77->27C(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P80{seat=23F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=19,directBlocker=101,lastMoveTick=177,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 19 Current unavailable yield tiles: 19 Current yield-tile occupants: 80 Final row-event chain: 125|80|101|10|140|39|61|71|146|77 Final row-event chain length: 10 Distinct row events in chain: 10 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1808\nPrecedence substitutions made: 0\nDependency chains followed: 16\nBlocked by waiting-row occupant: 16\nSubstituted events started: 1\nOccupied-space rejections: 1745\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 21 | standardDataset=182/192 (94.79%) | pooledClosureCohortDataset=80/192 (41.67%) | seatedDelta=-102 | completionDelta=-53.13% | outsideDelta=+84 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | pooledClosureCohortWorse=true | standardFamily=LINKED_ROW_EVENT_CHAIN | pooledClosureCohortFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 30 POOLED FOUR-SEED COARSE-COHORT CLOSURE ============================================================ Date/Time: 2026-07-17 00:26:09 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2383790101901 Scenario number: 22 Scenario seed: -6889797304588676160 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 25.82% Blocker-prone seat share (topology component): 59.48% Aisle-assignment balance: 99.35% OUTCOME ------- Status: SUCCESS Completed ticks: 1128 Passengers seated: 306/306 Average waiting ticks: 521.13 Longest waiting passenger: P130->35J(RIGHT) Longest waiting ticks: 1066 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2658 Maximum occupied tiles: 12 Seat events: 152 Single-blocker events: 46 Multiple-blocker events: 9 Temporary aisle reoccupations: 65 RIGHT AISLE ----------- Total moves: 2661 Maximum occupied tiles: 12 Seat events: 154 Single-blocker events: 46 Multiple-blocker events: 26 Temporary aisle reoccupations: 98 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 126 Reservations granted: 126 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6295 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7566 Total stationary ticks: 164722 Seat-event requests: 314 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 650 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 650 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 314\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 30 POOLED FOUR-SEED COARSE-COHORT CLOSURE ============================================================ Date/Time: 2026-07-17 00:26:09 Experiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2383790101901 Scenario number: 22 Scenario seed: -6889797304588676160 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: POOLED_CLOSURE_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 25.82% Blocker-prone seat share (topology component): 59.48% Aisle-assignment balance: 99.35% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2196 Passengers seated: 132/306 Average waiting ticks: 1160.33 Longest waiting passenger: P6->8G(RIGHT) Longest waiting ticks: 2196 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 42 Cluster candidates evaluated: 85 Executable cluster candidates: 1 Rejected cluster candidates: 84 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 34 Selected release potential total: 4 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1979 Regions dissolved: 1 Repeated reconstructions avoided: 1979 Largest region lifetime: 1950 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1950:occupied=34 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1866 State changes reopening evaluation: 41 Region priority competitions: 6 Regions ranked: 12 Hierarchical selections: 6 Lower-priority evaluations deferred: 2 Highest selected priority score: 32004 Left/right priority wins: 0/6 Priority ties: 0 Last priority decision: LEFT:R2:score=2210 | RIGHT:R1:score=32004 | selected=RIGHT LEFT AISLE ---------- Total moves: 2338 Maximum occupied tiles: 19 Seat events: 95 Single-blocker events: 24 Multiple-blocker events: 6 Temporary aisle reoccupations: 36 RIGHT AISLE ----------- Total moves: 1553 Maximum occupied tiles: 34 Seat events: 37 Single-blocker events: 9 Multiple-blocker events: 2 Temporary aisle reoccupations: 13 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1967 Reservations granted: 1967 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 140 Remaining moving in aisle: 31 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 57915 Longest unresolved passenger ID: 6 Longest unresolved row: 8 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 32 Longest dependency chain: P175(19G/RIGHT) -> P149(23G/RIGHT) -> P104(22D/RIGHT) -> P35(14E/RIGHT) -> P165(21D/RIGHT) -> P216(24E/RIGHT) -> P48(14I/RIGHT) -> P83(20F/RIGHT) -> P262(18H/RIGHT) -> P191(17D/RIGHT) -> P47(21G/RIGHT) -> P45(25J/RIGHT) -> P271(20J/RIGHT) -> P131(17E/RIGHT) -> P140(22F/RIGHT) -> P63(18G/RIGHT) -> P17(20E/RIGHT) -> P300(25I/RIGHT) -> P169(23H/RIGHT) -> P202(24F/RIGHT) -> P137(22H/RIGHT) -> P130(35J/RIGHT) -> P30(35H/RIGHT) -> P38(26F/RIGHT) -> P145(36E/RIGHT) -> P172(28J/RIGHT) -> P133(32H/RIGHT) -> P275(31E/RIGHT) -> P249(34J/RIGHT) -> P228(36H/RIGHT) -> P156(32E/RIGHT) -> P182(32D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 175 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 31 Total blocked ticks: 71171 Total stationary ticks: 419391 Seat-event requests: 2061 Failed seat-event starts: 1929 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 182 Critical blocker identity: P182->32D(RIGHT) Direct fan-out: 1 Total indirect descendants: 31 Critical tree size including blocker: 32 Critical tree depth: 32 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 34 Unresolved outside passengers: 140 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P182(32D/RIGHT/WAITING_FOR_SEAT_EVENT) P156(32E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P228(36H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P249(34J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P275(31E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P133(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P172(28J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P145(36E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P38(26F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P30(35H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P130(35J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P137(22H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P202(24F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P169(23H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P300(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P17(20E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P63(18G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P140(22F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P131(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P271(20J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P45(25J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P47(21G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P191(17D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P262(18H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P83(20F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P48(14I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P216(24E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P165(21D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P35(14E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P104(22D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P149(23G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P175(19G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1929 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 33 Critical blocker unavailable yield tiles: 33 Critical blocker yield-tile occupants: 289 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1929 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 369 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[289]: P289(33J/RIGHT/WAITING_AT_ROW@tile33) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P289->33J(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P289{seat=33J,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=33,directBlocker=-1,lastMoveTick=213,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 33 Current unavailable yield tiles: 33 Current yield-tile occupants: 289 Final row-event chain: 182|289 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2060\nPrecedence substitutions made: 2\nDependency chains followed: 1923\nBlocked by waiting-row occupant: 3834\nSubstituted events started: 2\nOccupied-space rejections: 7715\nMaximum scheduling-chain depth: 3\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 22 | standardDataset=306/306 (100.00%) | pooledClosureCohortDataset=132/306 (43.14%) | seatedDelta=-174 | completionDelta=-56.86% | outsideDelta=+140 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | pooledClosureCohortWorse=true | standardFamily=COMPLETE_CABIN | pooledClosureCohortFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 30 POOLED FOUR-SEED COARSE-COHORT CLOSURE ============================================================ Date/Time: 2026-07-17 00:26:09 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2383790101901 Scenario number: 23 Scenario seed: -6527909872051310705 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 288 Occupancy: 80% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 26.39% Blocker-prone seat share (topology component): 61.46% Aisle-assignment balance: 96.53% OUTCOME ------- Status: SUCCESS Completed ticks: 1056 Passengers seated: 288/288 Average waiting ticks: 476.83 Longest waiting passenger: P134->8G(RIGHT) Longest waiting ticks: 1007 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 27 Regions dissolved: 2 Repeated reconstructions avoided: 27 Largest region lifetime: 21 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=8 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2410 Maximum occupied tiles: 12 Seat events: 139 Single-blocker events: 42 Multiple-blocker events: 12 Temporary aisle reoccupations: 67 RIGHT AISLE ----------- Total moves: 2668 Maximum occupied tiles: 16 Seat events: 149 Single-blocker events: 36 Multiple-blocker events: 14 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 123 Reservations granted: 121 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6204 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7608 Total stationary ticks: 142652 Seat-event requests: 297 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 731 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 731 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 6\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 30 POOLED FOUR-SEED COARSE-COHORT CLOSURE ============================================================ Date/Time: 2026-07-17 00:26:09 Experiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2383790101901 Scenario number: 23 Scenario seed: -6527909872051310705 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 288 Occupancy: 80% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: POOLED_CLOSURE_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 26.39% Blocker-prone seat share (topology component): 61.46% Aisle-assignment balance: 96.53% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2519 Passengers seated: 282/288 Average waiting ticks: 490.51 Longest waiting passenger: P118->31J(RIGHT) Longest waiting ticks: 2438 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 4 Cluster candidates evaluated: 5 Executable cluster candidates: 0 Rejected cluster candidates: 5 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 6 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2225 Regions dissolved: 0 Repeated reconstructions avoided: 2225 Largest region lifetime: 2226 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2226:occupied=6 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1678 State changes reopening evaluation: 3 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2410 Maximum occupied tiles: 19 Seat events: 139 Single-blocker events: 44 Multiple-blocker events: 9 Temporary aisle reoccupations: 62 RIGHT AISLE ----------- Total moves: 2663 Maximum occupied tiles: 22 Seat events: 143 Single-blocker events: 33 Multiple-blocker events: 14 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 157 Reservations granted: 149 Reservations denied/waited: 8 Simultaneous opposite-aisle conflicts: 2 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 10133 Longest unresolved passenger ID: 144 Longest unresolved row: 35 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P44(35I/RIGHT) -> P79(34J/RIGHT) -> P144(35H/RIGHT) -> P26(35D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 44 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 24585 Total stationary ticks: 157114 Seat-event requests: 1990 Failed seat-event starts: 1708 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 26 Critical blocker identity: P26->35D(RIGHT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 6 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P26(35D/RIGHT/WAITING_FOR_SEAT_EVENT) P144(35H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P79(34J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P44(35I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 1840 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 1 Critical blocker required yield tiles: 36 Critical blocker unavailable yield tiles: 36 Critical blocker yield-tile occupants: 90 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 2 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1708 Rear-boundary failures: 0 Middle-bank reservation failures: 8 Active-event deferrals: 1840 Simultaneous arbitration losses: 2 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[90]: P90(36D/RIGHT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P90->36D(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: P90{seat=36D,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=219,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 36 Current unavailable yield tiles: 36 Current yield-tile occupants: 90 Final row-event chain: 26|90 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2000\nPrecedence substitutions made: 2\nDependency chains followed: 33\nBlocked by waiting-row occupant: 33\nSubstituted events started: 2\nOccupied-space rejections: 1712\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 23 | standardDataset=288/288 (100.00%) | pooledClosureCohortDataset=282/288 (97.92%) | seatedDelta=-6 | completionDelta=-2.08% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | pooledClosureCohortWorse=true | standardFamily=COMPLETE_CABIN | pooledClosureCohortFamily=LINKED_ROW_EVENT_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 30 POOLED FOUR-SEED COARSE-COHORT CLOSURE ============================================================ Date/Time: 2026-07-17 00:26:09 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2383790101901 Scenario number: 24 Scenario seed: -3061128140418939286 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.34% Aisle-assignment balance: 98.02% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2768 Passengers seated: 348/353 Average waiting ticks: 593.09 Longest waiting passenger: P144->36I(RIGHT) Longest waiting ticks: 2718 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 6 Clusters detected: 6 Activations without intervention: 5 Cluster candidates evaluated: 6 Executable cluster candidates: 3 Rejected cluster candidates: 3 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: RIGHT:region=R5:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 6 Region updates: 1757 Regions dissolved: 5 Repeated reconstructions avoided: 1757 Largest region lifetime: 1677 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R5:age=1677:occupied=5 Confirmation deferral ticks: 7 Regions reaching confirmation: 2 Regions dissolved before confirmation: 4 Unchanged-state evaluations suppressed: 1610 State changes reopening evaluation: 4 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3242 Maximum occupied tiles: 13 Seat events: 180 Single-blocker events: 46 Multiple-blocker events: 28 Temporary aisle reoccupations: 111 RIGHT AISLE ----------- Total moves: 2955 Maximum occupied tiles: 18 Seat events: 168 Single-blocker events: 40 Multiple-blocker events: 26 Temporary aisle reoccupations: 95 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 162 Reservations granted: 158 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7713 Longest unresolved passenger ID: 175 Longest unresolved row: 36 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P283(36J/RIGHT) -> P56(35G/RIGHT) -> P175(36G/RIGHT) -> P144(36I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 283 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 18289 Total stationary ticks: 221286 Seat-event requests: 2038 Failed seat-event starts: 1690 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 144 Critical blocker identity: P144->36I(RIGHT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P144(36I/RIGHT/WAITING_FOR_SEAT_EVENT) P175(36G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P56(35G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P283(36J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1628 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 1 Critical blocker required yield tiles: 37 Critical blocker unavailable yield tiles: 37 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 2 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1628 Rear-boundary failures: 62 Middle-bank reservation failures: 4 Active-event deferrals: 1073 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 1 Current required yield tiles: 37 Current unavailable yield tiles: 37 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2040\nPrecedence substitutions made: 2\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 1641\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 30 POOLED FOUR-SEED COARSE-COHORT CLOSURE ============================================================ Date/Time: 2026-07-17 00:26:09 Experiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2383790101901 Scenario number: 24 Scenario seed: -3061128140418939286 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: POOLED_CLOSURE_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.34% Aisle-assignment balance: 98.02% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2761 Passengers seated: 348/353 Average waiting ticks: 592.66 Longest waiting passenger: P90->32I(RIGHT) Longest waiting ticks: 2675 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 2 Executable cluster candidates: 1 Rejected cluster candidates: 1 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 2 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 2421 Regions dissolved: 2 Repeated reconstructions avoided: 2421 Largest region lifetime: 2393 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=2393:occupied=5 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1789 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3242 Maximum occupied tiles: 20 Seat events: 180 Single-blocker events: 46 Multiple-blocker events: 30 Temporary aisle reoccupations: 115 RIGHT AISLE ----------- Total moves: 2955 Maximum occupied tiles: 19 Seat events: 168 Single-blocker events: 38 Multiple-blocker events: 25 Temporary aisle reoccupations: 91 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 156 Reservations granted: 156 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 12807 Longest unresolved passenger ID: 175 Longest unresolved row: 36 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P283(36J/RIGHT) -> P56(35G/RIGHT) -> P175(36G/RIGHT) -> P144(36I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 283 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 26289 Total stationary ticks: 228005 Seat-event requests: 2170 Failed seat-event starts: 1822 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 144 Critical blocker identity: P144->36I(RIGHT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P144(36I/RIGHT/WAITING_FOR_SEAT_EVENT) P175(36G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P56(35G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P283(36J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1809 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 1 Critical blocker required yield tiles: 37 Critical blocker unavailable yield tiles: 37 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 2 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1809 Rear-boundary failures: 13 Middle-bank reservation failures: 0 Active-event deferrals: 1694 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 1 Current required yield tiles: 37 Current unavailable yield tiles: 37 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2169\nPrecedence substitutions made: 11\nDependency chains followed: 11\nBlocked by waiting-row occupant: 14\nSubstituted events started: 12\nOccupied-space rejections: 1835\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 24 | standardDataset=348/353 (98.58%) | pooledClosureCohortDataset=348/353 (98.58%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | pooledClosureCohortWorse=false | standardFamily=REAR_BOUNDARY_LOCK | pooledClosureCohortFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 30 POOLED FOUR-SEED COARSE-COHORT CLOSURE ============================================================ Date/Time: 2026-07-17 00:26:09 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2383790101901 Scenario number: 25 Scenario seed: 5535612249562345406 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.30% Blocker-prone seat share (topology component): 67.83% Aisle-assignment balance: 97.39% OUTCOME ------- Status: SUCCESS Completed ticks: 833 Passengers seated: 230/230 Average waiting ticks: 375.99 Longest waiting passenger: P195->2A(LEFT) Longest waiting ticks: 793 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1839 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 28 Multiple-blocker events: 13 Temporary aisle reoccupations: 54 RIGHT AISLE ----------- Total moves: 1833 Maximum occupied tiles: 12 Seat events: 112 Single-blocker events: 31 Multiple-blocker events: 9 Temporary aisle reoccupations: 49 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 78 Reservations granted: 75 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4557 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5453 Total stationary ticks: 90275 Seat-event requests: 234 Failed seat-event starts: 4 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 452 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 4 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 452 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 237\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 30 POOLED FOUR-SEED COARSE-COHORT CLOSURE ============================================================ Date/Time: 2026-07-17 00:26:09 Experiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2383790101901 Scenario number: 25 Scenario seed: 5535612249562345406 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: POOLED_CLOSURE_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 31.30% Blocker-prone seat share (topology component): 67.83% Aisle-assignment balance: 97.39% OUTCOME ------- Status: SUCCESS Completed ticks: 831 Passengers seated: 230/230 Average waiting ticks: 378.33 Longest waiting passenger: P195->2A(LEFT) Longest waiting ticks: 808 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1839 Maximum occupied tiles: 16 Seat events: 118 Single-blocker events: 27 Multiple-blocker events: 11 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1833 Maximum occupied tiles: 16 Seat events: 112 Single-blocker events: 34 Multiple-blocker events: 10 Temporary aisle reoccupations: 54 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 79 Reservations granted: 75 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7396 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8137 Total stationary ticks: 93572 Seat-event requests: 234 Failed seat-event starts: 4 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 390 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 2 Rear-boundary failures: 2 Middle-bank reservation failures: 4 Active-event deferrals: 390 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 238\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 25 | standardDataset=230/230 (100.00%) | pooledClosureCohortDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | pooledClosureCohortWorse=false | standardFamily=COMPLETE_CABIN | pooledClosureCohortFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 30 POOLED FOUR-SEED COARSE-COHORT CLOSURE ============================================================ Date/Time: 2026-07-17 00:26:09 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2383790101901 Scenario number: 26 Scenario seed: -6434950742177884549 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.77% Blocker-prone seat share (topology component): 77.60% Aisle-assignment balance: 97.92% OUTCOME ------- Status: SUCCESS Completed ticks: 702 Passengers seated: 192/192 Average waiting ticks: 307.72 Longest waiting passenger: P14->29B(LEFT) Longest waiting ticks: 657 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles17-19:occupied=3:anchor=P124:selected=P95:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 30 Regions dissolved: 2 Repeated reconstructions avoided: 30 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=14 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1459 Maximum occupied tiles: 14 Seat events: 98 Single-blocker events: 25 Multiple-blocker events: 4 Temporary aisle reoccupations: 35 RIGHT AISLE ----------- Total moves: 1331 Maximum occupied tiles: 13 Seat events: 94 Single-blocker events: 28 Multiple-blocker events: 5 Temporary aisle reoccupations: 38 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 95 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3551 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4341 Total stationary ticks: 62029 Seat-event requests: 200 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 399 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 399 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 203\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 30 POOLED FOUR-SEED COARSE-COHORT CLOSURE ============================================================ Date/Time: 2026-07-17 00:26:09 Experiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2383790101901 Scenario number: 26 Scenario seed: -6434950742177884549 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: POOLED_CLOSURE_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 31.77% Blocker-prone seat share (topology component): 77.60% Aisle-assignment balance: 97.92% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2156 Passengers seated: 183/192 Average waiting ticks: 321.43 Longest waiting passenger: P96->25A(LEFT) Longest waiting ticks: 2101 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 11 Cluster candidates evaluated: 18 Executable cluster candidates: 0 Rejected cluster candidates: 18 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 10 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 2003 Regions dissolved: 1 Repeated reconstructions avoided: 2003 Largest region lifetime: 1994 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1994:occupied=9 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1627 State changes reopening evaluation: 9 Region priority competitions: 2 Regions ranked: 4 Hierarchical selections: 2 Lower-priority evaluations deferred: 1 Highest selected priority score: 10010 Left/right priority wins: 2/0 Priority ties: 0 Last priority decision: LEFT:R1:score=10010 | RIGHT:R2:score=2214 | selected=LEFT LEFT AISLE ---------- Total moves: 1433 Maximum occupied tiles: 21 Seat events: 89 Single-blocker events: 21 Multiple-blocker events: 3 Temporary aisle reoccupations: 29 RIGHT AISLE ----------- Total moves: 1331 Maximum occupied tiles: 15 Seat events: 94 Single-blocker events: 25 Multiple-blocker events: 6 Temporary aisle reoccupations: 37 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 113 Reservations granted: 104 Reservations denied/waited: 9 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 6 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 12163 Longest unresolved passenger ID: 24 Longest unresolved row: 29 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P14(29B/LEFT) -> P163(28F/LEFT) -> P84(30B/LEFT) -> P96(25A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 14 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 6 Total blocked ticks: 24041 Total stationary ticks: 78407 Seat-event requests: 1829 Failed seat-event starts: 1646 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 0 Critical blocker identity: P0->29D(LEFT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 9 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 5 Critical blocker tree: P0(29D/LEFT/WAITING_FOR_SEAT_EVENT) P24(29A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P140(30A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P126(30D/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1646 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 1 Critical blocker required yield tiles: 30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 161 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 2 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1646 Rear-boundary failures: 0 Middle-bank reservation failures: 9 Active-event deferrals: 1262 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[161]: P161(30F/LEFT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P161->30F(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: P161{seat=30F,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=151,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 30 Current unavailable yield tiles: 30 Current yield-tile occupants: 161 Final row-event chain: 0|161 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1838\nPrecedence substitutions made: 4\nDependency chains followed: 21\nBlocked by waiting-row occupant: 21\nSubstituted events started: 5\nOccupied-space rejections: 1655\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 26 | standardDataset=192/192 (100.00%) | pooledClosureCohortDataset=183/192 (95.31%) | seatedDelta=-9 | completionDelta=-4.69% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | pooledClosureCohortWorse=true | standardFamily=COMPLETE_CABIN | pooledClosureCohortFamily=LINKED_ROW_EVENT_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 30 POOLED FOUR-SEED COARSE-COHORT CLOSURE ============================================================ Date/Time: 2026-07-17 00:26:09 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2383790101901 Scenario number: 27 Scenario seed: -836873359274163201 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.27% Blocker-prone seat share (topology component): 65.64% Aisle-assignment balance: 96.53% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2382 Passengers seated: 200/259 Average waiting ticks: 581.75 Longest waiting passenger: P4->10D(LEFT) Longest waiting ticks: 2382 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 27 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 32 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2094 Regions dissolved: 0 Repeated reconstructions avoided: 2094 Largest region lifetime: 2095 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2095:occupied=32 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1888 State changes reopening evaluation: 26 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1387 Maximum occupied tiles: 32 Seat events: 75 Single-blocker events: 15 Multiple-blocker events: 4 Temporary aisle reoccupations: 23 RIGHT AISLE ----------- Total moves: 1940 Maximum occupied tiles: 12 Seat events: 125 Single-blocker events: 37 Multiple-blocker events: 9 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 67 Reservations granted: 67 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 27 Remaining moving in aisle: 31 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 58769 Longest unresolved passenger ID: 4 Longest unresolved row: 10 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 32 Longest dependency chain: P235(4E/LEFT) -> P103(17D/LEFT) -> P109(7E/LEFT) -> P183(28A/LEFT) -> P199(27B/LEFT) -> P209(19C/LEFT) -> P81(19A/LEFT) -> P200(18F/LEFT) -> P69(26B/LEFT) -> P205(17C/LEFT) -> P193(26F/LEFT) -> P130(15F/LEFT) -> P104(30C/LEFT) -> P62(20B/LEFT) -> P35(25C/LEFT) -> P125(23C/LEFT) -> P186(25E/LEFT) -> P191(31A/LEFT) -> P59(22B/LEFT) -> P212(30A/LEFT) -> P230(25A/LEFT) -> P245(28C/LEFT) -> P181(29F/LEFT) -> P216(28F/LEFT) -> P55(26E/LEFT) -> P253(29B/LEFT) -> P197(29C/LEFT) -> P58(30B/LEFT) -> P52(30D/LEFT) -> P128(31E/LEFT) -> P207(32A/LEFT) -> P145(32B/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 235 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 31 Total blocked ticks: 65318 Total stationary ticks: 212260 Seat-event requests: 2147 Failed seat-event starts: 1947 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 145 Critical blocker identity: P145->32B(LEFT) Direct fan-out: 1 Total indirect descendants: 31 Critical tree size including blocker: 32 Critical tree depth: 32 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 32 Unresolved outside passengers: 27 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P145(32B/LEFT/WAITING_FOR_SEAT_EVENT) P207(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P128(31E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P52(30D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P58(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P197(29C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P253(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P55(26E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P216(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P181(29F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P245(28C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P230(25A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P212(30A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P59(22B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P191(31A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P186(25E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P125(23C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P35(25C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P62(20B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P104(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P130(15F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P193(26F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P205(17C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P69(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P200(18F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P81(19A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P209(19C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P199(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P183(28A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P109(7E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P103(17D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P235(4E/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1941 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 1 Critical blocker required yield tiles: 33 Critical blocker unavailable yield tiles: 33 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 1941 Middle-bank reservation failures: 0 Active-event deferrals: 703 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 1 Current required yield tiles: 33 Current unavailable yield tiles: 33 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2147\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 30 POOLED FOUR-SEED COARSE-COHORT CLOSURE ============================================================ Date/Time: 2026-07-17 00:26:09 Experiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2383790101901 Scenario number: 27 Scenario seed: -836873359274163201 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: POOLED_CLOSURE_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 31.27% Blocker-prone seat share (topology component): 65.64% Aisle-assignment balance: 96.53% OUTCOME ------- Status: SUCCESS Completed ticks: 927 Passengers seated: 259/259 Average waiting ticks: 420.49 Longest waiting passenger: P57->7B(LEFT) Longest waiting ticks: 904 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles29-31:occupied=3:anchor=P234:selected=P152:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 10 Regions dissolved: 1 Repeated reconstructions avoided: 10 Largest region lifetime: 11 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=11 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2112 Maximum occupied tiles: 18 Seat events: 134 Single-blocker events: 36 Multiple-blocker events: 14 Temporary aisle reoccupations: 64 RIGHT AISLE ----------- Total moves: 1940 Maximum occupied tiles: 17 Seat events: 125 Single-blocker events: 35 Multiple-blocker events: 11 Temporary aisle reoccupations: 57 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 87 Reservations granted: 87 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8396 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9426 Total stationary ticks: 116411 Seat-event requests: 271 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 549 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 549 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 270\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 6\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 27 | standardDataset=200/259 (77.22%) | pooledClosureCohortDataset=259/259 (100.00%) | seatedDelta=+59 | completionDelta=+22.78% | outsideDelta=-27 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=true | pooledClosureCohortWorse=false | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | pooledClosureCohortFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 30 POOLED FOUR-SEED COARSE-COHORT CLOSURE ============================================================ Date/Time: 2026-07-17 00:26:09 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2383790101901 Scenario number: 28 Scenario seed: 2886163787191440913 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.50% Blocker-prone seat share (topology component): 65.25% Aisle-assignment balance: 99.61% OUTCOME ------- Status: SUCCESS Completed ticks: 940 Passengers seated: 259/259 Average waiting ticks: 438.15 Longest waiting passenger: P64->8H(RIGHT) Longest waiting ticks: 899 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2105 Maximum occupied tiles: 11 Seat events: 129 Single-blocker events: 31 Multiple-blocker events: 15 Temporary aisle reoccupations: 61 RIGHT AISLE ----------- Total moves: 2020 Maximum occupied tiles: 12 Seat events: 130 Single-blocker events: 41 Multiple-blocker events: 13 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 94 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4916 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5980 Total stationary ticks: 117463 Seat-event requests: 275 Failed seat-event starts: 16 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 592 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 16 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 592 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 277\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 30 POOLED FOUR-SEED COARSE-COHORT CLOSURE ============================================================ Date/Time: 2026-07-17 00:26:09 Experiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2383790101901 Scenario number: 28 Scenario seed: 2886163787191440913 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: POOLED_CLOSURE_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 30.50% Blocker-prone seat share (topology component): 65.25% Aisle-assignment balance: 99.61% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2428 Passengers seated: 256/259 Average waiting ticks: 459.81 Longest waiting passenger: P137->29D(RIGHT) Longest waiting ticks: 2341 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 2 Executable cluster candidates: 0 Rejected cluster candidates: 2 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2126 Regions dissolved: 0 Repeated reconstructions avoided: 2126 Largest region lifetime: 2127 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2127:occupied=3 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1673 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2105 Maximum occupied tiles: 16 Seat events: 129 Single-blocker events: 32 Multiple-blocker events: 14 Temporary aisle reoccupations: 60 RIGHT AISLE ----------- Total moves: 2020 Maximum occupied tiles: 15 Seat events: 127 Single-blocker events: 41 Multiple-blocker events: 11 Temporary aisle reoccupations: 63 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1764 Reservations granted: 1764 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7683 Longest unresolved passenger ID: 22 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 1 Longest dependency chain: P22(30I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 22 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 14759 Total stationary ticks: 125718 Seat-event requests: 1939 Failed seat-event starts: 1683 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 22 Critical blocker identity: P22->30I(RIGHT) Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 1 Critical tree depth: 1 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P22(30I/RIGHT/WAITING_FOR_SEAT_EVENT) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1683 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 2 Critical blocker required yield tiles: 31|32 Critical blocker unavailable yield tiles: 32 Critical blocker yield-tile occupants: 125 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1683 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 1496 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[125]: P125(32H/RIGHT/WAITING_AT_ROW@tile32) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P125->32H(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: P125{seat=32H,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=32,directBlocker=-1,lastMoveTick=300,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 31|32 Current unavailable yield tiles: 32 Current yield-tile occupants: 125 Final row-event chain: 22|125 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1939\nPrecedence substitutions made: 5\nDependency chains followed: 1682\nBlocked by waiting-row occupant: 3357\nSubstituted events started: 5\nOccupied-space rejections: 6804\nMaximum scheduling-chain depth: 3\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 28 | standardDataset=259/259 (100.00%) | pooledClosureCohortDataset=256/259 (98.84%) | seatedDelta=-3 | completionDelta=-1.16% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | pooledClosureCohortWorse=true | standardFamily=COMPLETE_CABIN | pooledClosureCohortFamily=LINKED_ROW_EVENT_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 30 POOLED FOUR-SEED COARSE-COHORT CLOSURE ============================================================ Date/Time: 2026-07-17 00:26:09 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2383790101901 Scenario number: 29 Scenario seed: -8197219725400795342 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.36% Blocker-prone seat share (topology component): 59.36% Aisle-assignment balance: 96.49% OUTCOME ------- Status: SUCCESS Completed ticks: 1254 Passengers seated: 342/342 Average waiting ticks: 563.10 Longest waiting passenger: P110->24A(LEFT) Longest waiting ticks: 1174 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3073 Maximum occupied tiles: 13 Seat events: 177 Single-blocker events: 44 Multiple-blocker events: 26 Temporary aisle reoccupations: 99 RIGHT AISLE ----------- Total moves: 2919 Maximum occupied tiles: 13 Seat events: 165 Single-blocker events: 48 Multiple-blocker events: 19 Temporary aisle reoccupations: 88 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 144 Reservations denied/waited: 8 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7985 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9504 Total stationary ticks: 199490 Seat-event requests: 355 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 710 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 8 Active-event deferrals: 710 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 364\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 10\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 30 POOLED FOUR-SEED COARSE-COHORT CLOSURE ============================================================ Date/Time: 2026-07-17 00:26:09 Experiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2383790101901 Scenario number: 29 Scenario seed: -8197219725400795342 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: POOLED_CLOSURE_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 28.36% Blocker-prone seat share (topology component): 59.36% Aisle-assignment balance: 96.49% OUTCOME ------- Status: SUCCESS Completed ticks: 1243 Passengers seated: 342/342 Average waiting ticks: 562.76 Longest waiting passenger: P106->12F(LEFT) Longest waiting ticks: 1219 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 23 Regions dissolved: 1 Repeated reconstructions avoided: 23 Largest region lifetime: 24 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=24 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3073 Maximum occupied tiles: 19 Seat events: 177 Single-blocker events: 44 Multiple-blocker events: 26 Temporary aisle reoccupations: 100 RIGHT AISLE ----------- Total moves: 2919 Maximum occupied tiles: 19 Seat events: 165 Single-blocker events: 47 Multiple-blocker events: 19 Temporary aisle reoccupations: 87 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 153 Reservations granted: 144 Reservations denied/waited: 9 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 12682 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 14207 Total stationary ticks: 203969 Seat-event requests: 356 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 798 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 9 Active-event deferrals: 798 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 365\nPrecedence substitutions made: 11\nDependency chains followed: 12\nBlocked by waiting-row occupant: 13\nSubstituted events started: 14\nOccupied-space rejections: 26\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 29 | standardDataset=342/342 (100.00%) | pooledClosureCohortDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | pooledClosureCohortWorse=false | standardFamily=COMPLETE_CABIN | pooledClosureCohortFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 30 POOLED FOUR-SEED COARSE-COHORT CLOSURE ============================================================ Date/Time: 2026-07-17 00:26:09 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2383790101901 Scenario number: 30 Scenario seed: 7566407082096240537 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 96.32% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2800 Passengers seated: 344/353 Average waiting ticks: 606.14 Longest waiting passenger: P335->30D(RIGHT) Longest waiting ticks: 2755 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 4 Cluster candidates evaluated: 5 Executable cluster candidates: 1 Rejected cluster candidates: 4 Cluster selections: 1 Cluster-selected events started: 0 Largest detected cluster: 6 Selected release potential total: 4 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 3409 Regions dissolved: 2 Repeated reconstructions avoided: 3409 Largest region lifetime: 1703 Maximum simultaneous active regions: 3 Regions active at termination: 2 Last lifecycle event: TRACK:R2:age=1703:localMembers=3 Confirmation deferral ticks: 7 Regions reaching confirmation: 3 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1664 State changes reopening evaluation: 2 Region priority competitions: 4 Regions ranked: 8 Hierarchical selections: 4 Lower-priority evaluations deferred: 1 Highest selected priority score: 6653 Left/right priority wins: 0/4 Priority ties: 0 Last priority decision: LEFT:R4:score=2210 | RIGHT:R3:score=6653 | selected=RIGHT LEFT AISLE ---------- Total moves: 3100 Maximum occupied tiles: 15 Seat events: 183 Single-blocker events: 46 Multiple-blocker events: 24 Temporary aisle reoccupations: 100 RIGHT AISLE ----------- Total moves: 3021 Maximum occupied tiles: 15 Seat events: 161 Single-blocker events: 44 Multiple-blocker events: 17 Temporary aisle reoccupations: 78 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 160 Reservations granted: 156 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 5 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 9054 Longest unresolved passenger ID: 267 Longest unresolved row: 34 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 5 Longest dependency chain: P235(27F/RIGHT) -> P37(28E/RIGHT) -> P312(34G/RIGHT) -> P210(35I/RIGHT) -> P87(29I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 235 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 5 Total blocked ticks: 24344 Total stationary ticks: 228785 Seat-event requests: 2054 Failed seat-event starts: 1710 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 87 Critical blocker identity: P87->29I(RIGHT) Direct fan-out: 1 Total indirect descendants: 4 Critical tree size including blocker: 5 Critical tree depth: 5 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 9 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 4 Critical blocker tree: P87(29I/RIGHT/WAITING_FOR_SEAT_EVENT) P210(35I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P312(34G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P37(28E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P235(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1710 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 335 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1710 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 895 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[335]: P335(30D/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P335->30D(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P335{seat=30D,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=1112,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 30 Current unavailable yield tiles: 30 Current yield-tile occupants: 335 Final row-event chain: 87|335 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 4 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2058\nPrecedence substitutions made: 2\nDependency chains followed: 1681\nBlocked by waiting-row occupant: 1681\nSubstituted events started: 2\nOccupied-space rejections: 6708\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 30 POOLED FOUR-SEED COARSE-COHORT CLOSURE ============================================================ Date/Time: 2026-07-17 00:26:09 Experiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET Frozen architecture enabled: true Experiment seed: 2383790101901 Scenario number: 30 Scenario seed: 7566407082096240537 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: POOLED_CLOSURE_COARSE_COHORT_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 96.32% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2325 Passengers seated: 184/353 Average waiting ticks: 1120.55 Longest waiting passenger: P1->2H(RIGHT) Longest waiting ticks: 2325 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 28 Cluster candidates evaluated: 41 Executable cluster candidates: 0 Rejected cluster candidates: 41 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 30 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1955 Regions dissolved: 0 Repeated reconstructions avoided: 1955 Largest region lifetime: 1956 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1956:occupied=30 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1811 State changes reopening evaluation: 27 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2696 Maximum occupied tiles: 18 Seat events: 114 Single-blocker events: 30 Multiple-blocker events: 10 Temporary aisle reoccupations: 52 RIGHT AISLE ----------- Total moves: 2306 Maximum occupied tiles: 33 Seat events: 70 Single-blocker events: 17 Multiple-blocker events: 4 Temporary aisle reoccupations: 25 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 77 Reservations granted: 74 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 136 Remaining moving in aisle: 28 Remaining waiting at row: 5 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 51329 Longest unresolved passenger ID: 1 Longest unresolved row: 2 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 15 Longest dependency chain: P143(19H/RIGHT) -> P97(17E/RIGHT) -> P247(16H/RIGHT) -> P59(22E/RIGHT) -> P261(22D/RIGHT) -> P189(21H/RIGHT) -> P329(19D/RIGHT) -> P215(17J/RIGHT) -> P294(17G/RIGHT) -> P95(25E/RIGHT) -> P53(22G/RIGHT) -> P55(22H/RIGHT) -> P35(21J/RIGHT) -> P92(24I/RIGHT) -> P82(15J/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 143 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 28 Total blocked ticks: 71037 Total stationary ticks: 455756 Seat-event requests: 2033 Failed seat-event starts: 1849 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 82 Critical blocker identity: P82->15J(RIGHT) Direct fan-out: 1 Total indirect descendants: 14 Critical tree size including blocker: 15 Critical tree depth: 15 Frozen internal components: 5 Terminal WAITING_FOR_SEAT_EVENT nodes: 5 Unresolved internal passengers: 33 Unresolved outside passengers: 136 Unresolved internal passengers outside critical tree: 18 Critical blocker tree: P82(15J/RIGHT/WAITING_FOR_SEAT_EVENT) P92(24I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P35(21J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P55(22H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P53(22G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P95(25E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P294(17G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P215(17J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P329(19D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P189(21H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P261(22D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P59(22E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P247(16H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P97(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P143(19H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1849 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 16 Critical blocker unavailable yield tiles: 16 Critical blocker yield-tile occupants: 175 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 2 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1849 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 625 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 14 Yield-occupant trace: yieldOccupant[175]: P175(25H/RIGHT/MOVING_IN_AISLE@tile16) -> P306(20E/RIGHT/MOVING_IN_AISLE@tile17) -> P185(20H/RIGHT/MOVING_IN_AISLE@tile18) -> P108(24G/RIGHT/MOVING_IN_AISLE@tile19) -> P61(23I/RIGHT/MOVING_IN_AISLE@tile20) -> P125(22I/RIGHT/MOVING_IN_AISLE@tile21) -> P337(25J/RIGHT/MOVING_IN_AISLE@tile22) -> P100(24J/RIGHT/MOVING_IN_AISLE@tile23) -> P83(25F/RIGHT/MOVING_IN_AISLE@tile24) -> P235(27F/RIGHT/MOVING_IN_AISLE@tile25) -> P37(28E/RIGHT/MOVING_IN_AISLE@tile26) -> P312(34G/RIGHT/MOVING_IN_AISLE@tile27) -> P210(35I/RIGHT/MOVING_IN_AISLE@tile28) -> P87(29I/RIGHT/WAITING_AT_ROW@tile29) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P87->29I(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P175{seat=25H,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=16,directBlocker=306,lastMoveTick=537,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 16 Current unavailable yield tiles: 16 Current yield-tile occupants: 175 Final row-event chain: 82|175|306|185|108|61|125|337|100|83|235|37|312|210|87 Final row-event chain length: 15 Distinct row events in chain: 15 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 5 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2036\nPrecedence substitutions made: 2\nDependency chains followed: 66\nBlocked by waiting-row occupant: 66\nSubstituted events started: 2\nOccupied-space rejections: 3887\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 30 | standardDataset=344/353 (97.45%) | pooledClosureCohortDataset=184/353 (52.12%) | seatedDelta=-160 | completionDelta=-45.33% | outsideDelta=+136 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | pooledClosureCohortWorse=true | standardFamily=LINKED_ROW_EVENT_CHAIN | pooledClosureCohortFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ************************************************************ BATCH EXPERIMENT SUMMARY RESEARCH EXPERIMENT 30 POOLED FOUR-SEED COARSE-COHORT CLOSURE ************************************************************ Experiment seed: 2383790101901 Scenarios executed: 60 Successful completions: 39 Incomplete/MAX_TICKS: 21 Average completed ticks: 1415.58 Average waiting ticks: 504.16 ************************************************************ ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 31 REAR-BOUNDARY RISK-FIRST ADMISSION ============================================================ Date/Time: 2026-07-17 00:37:26 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2483790101901 Scenario number: 1 Scenario seed: 3593127566950890086 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 36.27% Blocker-prone seat share (topology component): 74.51% Aisle-assignment balance: 98.04% OUTCOME ------- Status: SUCCESS Completed ticks: 735 Passengers seated: 204/204 Average waiting ticks: 328.29 Longest waiting passenger: P69->17A(LEFT) Longest waiting ticks: 689 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1538 Maximum occupied tiles: 13 Seat events: 104 Single-blocker events: 27 Multiple-blocker events: 7 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1467 Maximum occupied tiles: 10 Seat events: 100 Single-blocker events: 17 Multiple-blocker events: 7 Temporary aisle reoccupations: 33 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 112 Reservations granted: 108 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3812 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4708 Total stationary ticks: 70181 Seat-event requests: 210 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 450 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 450 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 214\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 31 REAR-BOUNDARY RISK-FIRST ADMISSION ============================================================ Date/Time: 2026-07-17 00:37:26 Experiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET Frozen architecture enabled: true Experiment seed: 2483790101901 Scenario number: 1 Scenario seed: 3593127566950890086 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: REAR_BOUNDARY_RISK_FIRST_DATASET Row-zone concentration (diagnostic control): 36.27% Blocker-prone seat share (topology component): 74.51% Aisle-assignment balance: 98.04% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2196 Passengers seated: 147/204 Average waiting ticks: 543.02 Longest waiting passenger: P3->6A(LEFT) Longest waiting ticks: 2196 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 28 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 29 Selected release potential total: 4 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 2137 Regions dissolved: 1 Repeated reconstructions avoided: 2137 Largest region lifetime: 2127 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2127:occupied=29 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1894 State changes reopening evaluation: 27 Region priority competitions: 5 Regions ranked: 10 Hierarchical selections: 5 Lower-priority evaluations deferred: 3 Highest selected priority score: 32010 Left/right priority wins: 5/0 Priority ties: 0 Last priority decision: LEFT:R1:score=32010 | RIGHT:R2:score=2217 | selected=LEFT LEFT AISLE ---------- Total moves: 905 Maximum occupied tiles: 29 Seat events: 47 Single-blocker events: 5 Multiple-blocker events: 2 Temporary aisle reoccupations: 9 RIGHT AISLE ----------- Total moves: 1467 Maximum occupied tiles: 12 Seat events: 100 Single-blocker events: 17 Multiple-blocker events: 4 Temporary aisle reoccupations: 27 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 2008 Reservations granted: 2006 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 28 Remaining moving in aisle: 28 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 53852 Longest unresolved passenger ID: 3 Longest unresolved row: 6 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 29 Longest dependency chain: P14(20C/LEFT) -> P107(16F/LEFT) -> P97(23D/LEFT) -> P33(21A/LEFT) -> P53(12C/LEFT) -> P170(20F/LEFT) -> P183(28C/LEFT) -> P99(15B/LEFT) -> P44(19E/LEFT) -> P47(16B/LEFT) -> P57(24B/LEFT) -> P41(15F/LEFT) -> P101(22C/LEFT) -> P176(25A/LEFT) -> P30(23C/LEFT) -> P182(18F/LEFT) -> P46(20A/LEFT) -> P92(28A/LEFT) -> P151(21B/LEFT) -> P126(24C/LEFT) -> P123(22E/LEFT) -> P27(28F/LEFT) -> P89(24A/LEFT) -> P128(25D/LEFT) -> P129(26C/LEFT) -> P115(27B/LEFT) -> P141(30E/LEFT) -> P191(29A/LEFT) -> P163(29F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 14 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 28 Total blocked ticks: 59223 Total stationary ticks: 166746 Seat-event requests: 2080 Failed seat-event starts: 1933 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 163 Critical blocker identity: P163->29F(LEFT) Direct fan-out: 1 Total indirect descendants: 28 Critical tree size including blocker: 29 Critical tree depth: 29 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 29 Unresolved outside passengers: 28 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P163(29F/LEFT/WAITING_FOR_SEAT_EVENT) P191(29A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P141(30E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P115(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P129(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P128(25D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P89(24A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P27(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P123(22E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P126(24C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P151(21B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P92(28A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P46(20A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P182(18F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P30(23C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P176(25A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P101(22C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P41(15F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P57(24B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P47(16B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P44(19E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P99(15B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P183(28C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P170(20F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P53(12C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P33(21A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P97(23D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P107(16F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P14(20C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1925 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 8 Rear-boundary failures: 1925 Middle-bank reservation failures: 2 Active-event deferrals: 545 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2081\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 01 | standardDataset=204/204 (100.00%) | rearBoundaryRiskFirstDataset=147/204 (72.06%) | seatedDelta=-57 | completionDelta=-27.94% | outsideDelta=+28 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | rearBoundaryRiskFirstWorse=true | standardFamily=COMPLETE_CABIN | rearBoundaryRiskFirstFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 31 REAR-BOUNDARY RISK-FIRST ADMISSION ============================================================ Date/Time: 2026-07-17 00:37:26 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2483790101901 Scenario number: 2 Scenario seed: -3253240191347907702 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 94.62% OUTCOME ------- Status: SUCCESS Completed ticks: 1307 Passengers seated: 353/353 Average waiting ticks: 582.82 Longest waiting passenger: P338->19F(RIGHT) Longest waiting ticks: 1250 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 4 Executable cluster candidates: 2 Rejected cluster candidates: 2 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 47 Regions dissolved: 3 Repeated reconstructions avoided: 47 Largest region lifetime: 22 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=22 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2846 Maximum occupied tiles: 14 Seat events: 167 Single-blocker events: 45 Multiple-blocker events: 22 Temporary aisle reoccupations: 91 RIGHT AISLE ----------- Total moves: 3275 Maximum occupied tiles: 13 Seat events: 186 Single-blocker events: 46 Multiple-blocker events: 26 Temporary aisle reoccupations: 103 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 157 Reservations granted: 157 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7625 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9526 Total stationary ticks: 212340 Seat-event requests: 379 Failed seat-event starts: 26 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 915 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 26 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 915 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 377\nPrecedence substitutions made: 3\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 6\nOccupied-space rejections: 40\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 31 REAR-BOUNDARY RISK-FIRST ADMISSION ============================================================ Date/Time: 2026-07-17 00:37:26 Experiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET Frozen architecture enabled: true Experiment seed: 2483790101901 Scenario number: 2 Scenario seed: -3253240191347907702 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: REAR_BOUNDARY_RISK_FIRST_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 94.62% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2665 Passengers seated: 187/353 Average waiting ticks: 1262.59 Longest waiting passenger: P2->18J(RIGHT) Longest waiting ticks: 2665 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 29 Cluster candidates evaluated: 3 Executable cluster candidates: 2 Rejected cluster candidates: 1 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 36 Selected release potential total: 7 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 2648 Regions dissolved: 2 Repeated reconstructions avoided: 2648 Largest region lifetime: 2623 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2623:occupied=36 Confirmation deferral ticks: 5 Regions reaching confirmation: 3 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 2498 State changes reopening evaluation: 28 Region priority competitions: 5 Regions ranked: 10 Hierarchical selections: 5 Lower-priority evaluations deferred: 2 Highest selected priority score: 39710 Left/right priority wins: 0/5 Priority ties: 0 Last priority decision: LEFT:R3:score=3314 | RIGHT:R1:score=39710 | selected=RIGHT LEFT AISLE ---------- Total moves: 2846 Maximum occupied tiles: 14 Seat events: 167 Single-blocker events: 43 Multiple-blocker events: 18 Temporary aisle reoccupations: 81 RIGHT AISLE ----------- Total moves: 744 Maximum occupied tiles: 36 Seat events: 20 Single-blocker events: 2 Multiple-blocker events: 0 Temporary aisle reoccupations: 2 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 2607 Reservations granted: 2603 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 130 Remaining moving in aisle: 35 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 89755 Longest unresolved passenger ID: 2 Longest unresolved row: 18 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 36 Longest dependency chain: P24(9H/RIGHT) -> P233(21J/RIGHT) -> P0(11J/RIGHT) -> P200(19H/RIGHT) -> P191(9F/RIGHT) -> P21(7J/RIGHT) -> P346(10E/RIGHT) -> P347(23E/RIGHT) -> P181(30I/RIGHT) -> P166(33G/RIGHT) -> P156(20F/RIGHT) -> P97(23J/RIGHT) -> P186(22I/RIGHT) -> P69(21I/RIGHT) -> P158(29H/RIGHT) -> P255(20D/RIGHT) -> P343(34I/RIGHT) -> P124(31D/RIGHT) -> P31(27I/RIGHT) -> P177(27J/RIGHT) -> P29(26I/RIGHT) -> P108(33D/RIGHT) -> P270(29F/RIGHT) -> P4(27F/RIGHT) -> P332(29J/RIGHT) -> P10(28J/RIGHT) -> P147(35H/RIGHT) -> P238(35G/RIGHT) -> P350(35F/RIGHT) -> P53(36I/RIGHT) -> P277(36H/RIGHT) -> P140(36J/RIGHT) -> P324(35J/RIGHT) -> P88(35I/RIGHT) -> P47(36F/RIGHT) -> P6(36E/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 24 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 35 Total blocked ticks: 96783 Total stationary ticks: 538269 Seat-event requests: 2731 Failed seat-event starts: 2544 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 6 Critical blocker identity: P6->36E(RIGHT) Direct fan-out: 1 Total indirect descendants: 35 Critical tree size including blocker: 36 Critical tree depth: 36 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 36 Unresolved outside passengers: 130 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P6(36E/RIGHT/WAITING_FOR_SEAT_EVENT) P47(36F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P88(35I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P324(35J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P140(36J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P277(36H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P53(36I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P350(35F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P238(35G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P147(35H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P10(28J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P332(29J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P4(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P270(29F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P108(33D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P29(26I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P177(27J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P31(27I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P124(31D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P343(34I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P255(20D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P158(29H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P69(21I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P186(22I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P97(23J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P156(20F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P166(33G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P181(30I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P347(23E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P346(10E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P21(7J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P191(9F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P200(19H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P0(11J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P233(21J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P24(9H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 2531 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 1 Critical blocker required yield tiles: 37 Critical blocker unavailable yield tiles: 37 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 2531 Middle-bank reservation failures: 4 Active-event deferrals: 611 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 1 Current required yield tiles: 37 Current unavailable yield tiles: 37 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2733\nPrecedence substitutions made: 1\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 02 | standardDataset=353/353 (100.00%) | rearBoundaryRiskFirstDataset=187/353 (52.97%) | seatedDelta=-166 | completionDelta=-47.03% | outsideDelta=+130 | clustersDetected=3 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | rearBoundaryRiskFirstWorse=true | standardFamily=COMPLETE_CABIN | rearBoundaryRiskFirstFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 31 REAR-BOUNDARY RISK-FIRST ADMISSION ============================================================ Date/Time: 2026-07-17 00:37:26 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2483790101901 Scenario number: 3 Scenario seed: 7335938966511001727 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 92.77% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2376 Passengers seated: 233/235 Average waiting ticks: 391.83 Longest waiting passenger: P38->30A(LEFT) Longest waiting ticks: 2292 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 43 Regions dissolved: 2 Repeated reconstructions avoided: 43 Largest region lifetime: 23 Maximum simultaneous active regions: 2 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=23 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1536 Maximum occupied tiles: 14 Seat events: 107 Single-blocker events: 29 Multiple-blocker events: 7 Temporary aisle reoccupations: 45 RIGHT AISLE ----------- Total moves: 1869 Maximum occupied tiles: 14 Seat events: 126 Single-blocker events: 32 Multiple-blocker events: 16 Temporary aisle reoccupations: 70 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 127 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4508 Longest unresolved passenger ID: 70 Longest unresolved row: 30 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P70(30E/LEFT) -> P38(30A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 70 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 9185 Total stationary ticks: 97624 Seat-event requests: 1888 Failed seat-event starts: 1655 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 38 Critical blocker identity: P38->30A(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P38(30A/LEFT/WAITING_FOR_SEAT_EVENT) P70(30E/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1644 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 1 Critical blocker required yield tiles: 31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 1644 Middle-bank reservation failures: 4 Active-event deferrals: 699 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 1 Current required yield tiles: 31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1893\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 31 REAR-BOUNDARY RISK-FIRST ADMISSION ============================================================ Date/Time: 2026-07-17 00:37:26 Experiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET Frozen architecture enabled: true Experiment seed: 2483790101901 Scenario number: 3 Scenario seed: 7335938966511001727 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: REAR_BOUNDARY_RISK_FIRST_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 92.77% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2262 Passengers seated: 188/235 Average waiting ticks: 492.61 Longest waiting passenger: P5->7E(RIGHT) Longest waiting ticks: 2262 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 27 Cluster candidates evaluated: 27 Executable cluster candidates: 0 Rejected cluster candidates: 27 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 30 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 2181 Regions dissolved: 2 Repeated reconstructions avoided: 2181 Largest region lifetime: 2144 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2144:occupied=30 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1789 State changes reopening evaluation: 26 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1537 Maximum occupied tiles: 13 Seat events: 109 Single-blocker events: 28 Multiple-blocker events: 7 Temporary aisle reoccupations: 45 RIGHT AISLE ----------- Total moves: 1381 Maximum occupied tiles: 30 Seat events: 79 Single-blocker events: 12 Multiple-blocker events: 7 Temporary aisle reoccupations: 28 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 103 Reservations granted: 101 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 17 Remaining moving in aisle: 28 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 49619 Longest unresolved passenger ID: 5 Longest unresolved row: 7 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 29 Longest dependency chain: P11(20D/RIGHT) -> P99(28C/RIGHT) -> P184(24C/RIGHT) -> P190(27C/RIGHT) -> P137(22F/RIGHT) -> P121(20G/RIGHT) -> P211(22H/RIGHT) -> P207(26C/RIGHT) -> P170(26E/RIGHT) -> P73(17F/RIGHT) -> P78(26F/RIGHT) -> P51(21H/RIGHT) -> P157(24F/RIGHT) -> P27(16H/RIGHT) -> P81(28D/RIGHT) -> P203(27E/RIGHT) -> P3(24D/RIGHT) -> P144(24H/RIGHT) -> P67(25F/RIGHT) -> P228(27H/RIGHT) -> P26(24E/RIGHT) -> P158(25H/RIGHT) -> P185(24G/RIGHT) -> P19(27G/RIGHT) -> P124(26G/RIGHT) -> P151(28H/RIGHT) -> P131(28G/RIGHT) -> P58(29D/RIGHT) -> P134(29H/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 11 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 28 Total blocked ticks: 58114 Total stationary ticks: 168088 Seat-event requests: 2017 Failed seat-event starts: 1829 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 134 Critical blocker identity: P134->29H(RIGHT) Direct fan-out: 1 Total indirect descendants: 28 Critical tree size including blocker: 29 Critical tree depth: 29 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 30 Unresolved outside passengers: 17 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P134(29H/RIGHT/WAITING_FOR_SEAT_EVENT) P58(29D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P131(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P151(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P124(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P19(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P185(24G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P158(25H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P26(24E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P228(27H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P67(25F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P144(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P3(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P203(27E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P81(28D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P27(16H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P157(24F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P51(21H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P78(26F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P73(17F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P170(26E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P207(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P211(22H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P121(20G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P137(22F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P190(27C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P184(24C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P99(28C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P11(20D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1828 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 135 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1828 Rear-boundary failures: 1 Middle-bank reservation failures: 2 Active-event deferrals: 1015 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[135]: P135(30C/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P135->30C(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P135{seat=30C,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=96,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 30 Current unavailable yield tiles: 30 Current yield-tile occupants: 135 Final row-event chain: 134|135 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2019\nPrecedence substitutions made: 2\nDependency chains followed: 1821\nBlocked by waiting-row occupant: 1821\nSubstituted events started: 2\nOccupied-space rejections: 1831\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 03 | standardDataset=233/235 (99.15%) | rearBoundaryRiskFirstDataset=188/235 (80.00%) | seatedDelta=-45 | completionDelta=-19.15% | outsideDelta=+17 | clustersDetected=3 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | rearBoundaryRiskFirstWorse=true | standardFamily=REAR_BOUNDARY_LOCK | rearBoundaryRiskFirstFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 31 REAR-BOUNDARY RISK-FIRST ADMISSION ============================================================ Date/Time: 2026-07-17 00:37:26 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2483790101901 Scenario number: 4 Scenario seed: 1527509226702169085 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 95.32% OUTCOME ------- Status: SUCCESS Completed ticks: 867 Passengers seated: 235/235 Average waiting ticks: 384.93 Longest waiting passenger: P65->14G(RIGHT) Longest waiting ticks: 822 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 6 Last cluster decision: RIGHT:region=R3:age=2:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 65 Regions dissolved: 3 Repeated reconstructions avoided: 65 Largest region lifetime: 29 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=28 Confirmation deferral ticks: 6 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1571 Maximum occupied tiles: 11 Seat events: 112 Single-blocker events: 33 Multiple-blocker events: 8 Temporary aisle reoccupations: 50 RIGHT AISLE ----------- Total moves: 1831 Maximum occupied tiles: 12 Seat events: 123 Single-blocker events: 28 Multiple-blocker events: 18 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 133 Reservations granted: 133 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4319 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5515 Total stationary ticks: 93992 Seat-event requests: 250 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 661 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 661 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 31 REAR-BOUNDARY RISK-FIRST ADMISSION ============================================================ Date/Time: 2026-07-17 00:37:26 Experiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET Frozen architecture enabled: true Experiment seed: 2483790101901 Scenario number: 4 Scenario seed: 1527509226702169085 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: REAR_BOUNDARY_RISK_FIRST_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 95.32% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2201 Passengers seated: 170/235 Average waiting ticks: 559.98 Longest waiting passenger: P16->9F(RIGHT) Longest waiting ticks: 2201 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 32 Cluster candidates evaluated: 32 Executable cluster candidates: 1 Rejected cluster candidates: 31 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 19 Selected release potential total: 4 Last cluster decision: RIGHT:region=R4:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 5981 Regions dissolved: 1 Repeated reconstructions avoided: 5981 Largest region lifetime: 2135 Maximum simultaneous active regions: 3 Regions active at termination: 3 Last lifecycle event: TRACK:R2:age=2110:localMembers=9 Confirmation deferral ticks: 7 Regions reaching confirmation: 4 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1821 State changes reopening evaluation: 28 Region priority competitions: 1650 Regions ranked: 3300 Hierarchical selections: 1650 Lower-priority evaluations deferred: 1597 Highest selected priority score: 21010 Left/right priority wins: 15/1635 Priority ties: 2 Last priority decision: LEFT:R1:score=17710 | RIGHT:R4:score=21010 | selected=RIGHT LEFT AISLE ---------- Total moves: 1531 Maximum occupied tiles: 23 Seat events: 96 Single-blocker events: 28 Multiple-blocker events: 3 Temporary aisle reoccupations: 35 RIGHT AISLE ----------- Total moves: 1320 Maximum occupied tiles: 28 Seat events: 74 Single-blocker events: 11 Multiple-blocker events: 2 Temporary aisle reoccupations: 15 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1706 Reservations granted: 1703 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 21 Remaining moving in aisle: 35 Remaining waiting at row: 9 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 60245 Longest unresolved passenger ID: 16 Longest unresolved row: 9 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 18 Longest dependency chain: P24(23C/RIGHT) -> P6(7H/RIGHT) -> P120(25H/RIGHT) -> P135(16C/RIGHT) -> P99(15E/RIGHT) -> P57(10D/RIGHT) -> P224(17C/RIGHT) -> P201(26D/RIGHT) -> P144(13H/RIGHT) -> P131(25E/RIGHT) -> P83(27C/RIGHT) -> P0(26C/RIGHT) -> P98(23D/RIGHT) -> P107(15F/RIGHT) -> P56(21H/RIGHT) -> P214(21D/RIGHT) -> P85(24D/RIGHT) -> P89(18H/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 24 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 35 Total blocked ticks: 80626 Total stationary ticks: 194209 Seat-event requests: 3656 Failed seat-event starts: 3486 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 89 Critical blocker identity: P89->18H(RIGHT) Direct fan-out: 1 Total indirect descendants: 17 Critical tree size including blocker: 18 Critical tree depth: 18 Frozen internal components: 9 Terminal WAITING_FOR_SEAT_EVENT nodes: 9 Unresolved internal passengers: 44 Unresolved outside passengers: 21 Unresolved internal passengers outside critical tree: 26 Critical blocker tree: P89(18H/RIGHT/WAITING_FOR_SEAT_EVENT) P85(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P214(21D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P56(21H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P107(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P98(23D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P0(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P83(27C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P131(25E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P144(13H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P201(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P224(17C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P57(10D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P99(15E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P135(16C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P120(25H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P6(7H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P24(23C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 3482 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 19 Critical blocker unavailable yield tiles: 19 Critical blocker yield-tile occupants: 105 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 6 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 3482 Rear-boundary failures: 4 Middle-bank reservation failures: 3 Active-event deferrals: 1875 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[105]: P105(19C/RIGHT/WAITING_AT_ROW@tile19) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P105->19C(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P105{seat=19C,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=19,directBlocker=-1,lastMoveTick=423,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 19 Current unavailable yield tiles: 19 Current yield-tile occupants: 105 Final row-event chain: 89|105 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 8 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3658\nPrecedence substitutions made: 2\nDependency chains followed: 1958\nBlocked by waiting-row occupant: 1958\nSubstituted events started: 2\nOccupied-space rejections: 8581\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 04 | standardDataset=235/235 (100.00%) | rearBoundaryRiskFirstDataset=170/235 (72.34%) | seatedDelta=-65 | completionDelta=-27.66% | outsideDelta=+21 | clustersDetected=4 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | rearBoundaryRiskFirstWorse=true | standardFamily=COMPLETE_CABIN | rearBoundaryRiskFirstFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 31 REAR-BOUNDARY RISK-FIRST ADMISSION ============================================================ Date/Time: 2026-07-17 00:37:26 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2483790101901 Scenario number: 5 Scenario seed: -7802426717230910475 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.29% Blocker-prone seat share (topology component): 73.44% Aisle-assignment balance: 90.63% OUTCOME ------- Status: SUCCESS Completed ticks: 762 Passengers seated: 192/192 Average waiting ticks: 324.79 Longest waiting passenger: P82->8F(RIGHT) Longest waiting ticks: 725 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1248 Maximum occupied tiles: 11 Seat events: 87 Single-blocker events: 19 Multiple-blocker events: 10 Temporary aisle reoccupations: 41 RIGHT AISLE ----------- Total moves: 1456 Maximum occupied tiles: 11 Seat events: 105 Single-blocker events: 22 Multiple-blocker events: 9 Temporary aisle reoccupations: 42 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 111 Reservations granted: 108 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3070 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 3808 Total stationary ticks: 64741 Seat-event requests: 199 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 419 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 419 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 202\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 31 REAR-BOUNDARY RISK-FIRST ADMISSION ============================================================ Date/Time: 2026-07-17 00:37:26 Experiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET Frozen architecture enabled: true Experiment seed: 2483790101901 Scenario number: 5 Scenario seed: -7802426717230910475 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: REAR_BOUNDARY_RISK_FIRST_DATASET Row-zone concentration (diagnostic control): 32.29% Blocker-prone seat share (topology component): 73.44% Aisle-assignment balance: 90.63% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2140 Passengers seated: 155/192 Average waiting ticks: 377.91 Longest waiting passenger: P12->9H(RIGHT) Longest waiting ticks: 2140 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 29 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 29 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1972 Regions dissolved: 0 Repeated reconstructions avoided: 1972 Largest region lifetime: 1973 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1973:occupied=29 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1709 State changes reopening evaluation: 28 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1248 Maximum occupied tiles: 13 Seat events: 87 Single-blocker events: 17 Multiple-blocker events: 9 Temporary aisle reoccupations: 37 RIGHT AISLE ----------- Total moves: 1190 Maximum occupied tiles: 29 Seat events: 68 Single-blocker events: 16 Multiple-blocker events: 3 Temporary aisle reoccupations: 23 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1865 Reservations granted: 1861 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 8 Remaining moving in aisle: 28 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 47873 Longest unresolved passenger ID: 12 Longest unresolved row: 9 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 29 Longest dependency chain: P85(12D/RIGHT) -> P29(8G/RIGHT) -> P155(24G/RIGHT) -> P76(11G/RIGHT) -> P53(16G/RIGHT) -> P161(13G/RIGHT) -> P154(17F/RIGHT) -> P178(14G/RIGHT) -> P144(16F/RIGHT) -> P96(17D/RIGHT) -> P75(25D/RIGHT) -> P11(28H/RIGHT) -> P17(21G/RIGHT) -> P19(18C/RIGHT) -> P57(19H/RIGHT) -> P156(23C/RIGHT) -> P166(24D/RIGHT) -> P2(22G/RIGHT) -> P126(22C/RIGHT) -> P18(27H/RIGHT) -> P123(26C/RIGHT) -> P106(23D/RIGHT) -> P130(26H/RIGHT) -> P170(27D/RIGHT) -> P20(27G/RIGHT) -> P162(28E/RIGHT) -> P100(28C/RIGHT) -> P84(30F/RIGHT) -> P28(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 85 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 28 Total blocked ticks: 52801 Total stationary ticks: 122118 Seat-event requests: 1934 Failed seat-event starts: 1779 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 28 Critical blocker identity: P28->29C(RIGHT) Direct fan-out: 1 Total indirect descendants: 28 Critical tree size including blocker: 29 Critical tree depth: 29 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 29 Unresolved outside passengers: 8 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P28(29C/RIGHT/WAITING_FOR_SEAT_EVENT) P84(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P100(28C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P162(28E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P20(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P170(27D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P130(26H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P106(23D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P123(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P18(27H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P126(22C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P2(22G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P166(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P156(23C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P57(19H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P19(18C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P17(21G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P11(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P75(25D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P96(17D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P144(16F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P178(14G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P154(17F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P161(13G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P53(16G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P76(11G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P155(24G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P29(8G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P85(12D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1772 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 7 Rear-boundary failures: 1772 Middle-bank reservation failures: 4 Active-event deferrals: 594 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1938\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 05 | standardDataset=192/192 (100.00%) | rearBoundaryRiskFirstDataset=155/192 (80.73%) | seatedDelta=-37 | completionDelta=-19.27% | outsideDelta=+8 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | rearBoundaryRiskFirstWorse=true | standardFamily=COMPLETE_CABIN | rearBoundaryRiskFirstFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 31 REAR-BOUNDARY RISK-FIRST ADMISSION ============================================================ Date/Time: 2026-07-17 00:37:26 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2483790101901 Scenario number: 6 Scenario seed: 1901033161169436402 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.34% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: SUCCESS Completed ticks: 862 Passengers seated: 235/235 Average waiting ticks: 388.19 Longest waiting passenger: P119->11C(LEFT) Longest waiting ticks: 817 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1687 Maximum occupied tiles: 11 Seat events: 122 Single-blocker events: 31 Multiple-blocker events: 10 Temporary aisle reoccupations: 52 RIGHT AISLE ----------- Total moves: 1738 Maximum occupied tiles: 14 Seat events: 113 Single-blocker events: 31 Multiple-blocker events: 13 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 126 Reservations granted: 123 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4277 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5358 Total stationary ticks: 94741 Seat-event requests: 241 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 578 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 578 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 31 REAR-BOUNDARY RISK-FIRST ADMISSION ============================================================ Date/Time: 2026-07-17 00:37:26 Experiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET Frozen architecture enabled: true Experiment seed: 2483790101901 Scenario number: 6 Scenario seed: 1901033161169436402 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: REAR_BOUNDARY_RISK_FIRST_DATASET Row-zone concentration (diagnostic control): 32.34% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2361 Passengers seated: 156/235 Average waiting ticks: 762.85 Longest waiting passenger: P1->4D(RIGHT) Longest waiting ticks: 2361 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 30 Cluster candidates evaluated: 28 Executable cluster candidates: 0 Rejected cluster candidates: 28 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 30 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2275 Regions dissolved: 0 Repeated reconstructions avoided: 2275 Largest region lifetime: 2276 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2276:occupied=30 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 2116 State changes reopening evaluation: 29 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1687 Maximum occupied tiles: 11 Seat events: 122 Single-blocker events: 29 Multiple-blocker events: 4 Temporary aisle reoccupations: 38 RIGHT AISLE ----------- Total moves: 860 Maximum occupied tiles: 30 Seat events: 34 Single-blocker events: 6 Multiple-blocker events: 0 Temporary aisle reoccupations: 6 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 2228 Reservations granted: 2222 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 49 Remaining moving in aisle: 28 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 60258 Longest unresolved passenger ID: 1 Longest unresolved row: 4 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 24 Longest dependency chain: P101(8G/RIGHT) -> P77(14C/RIGHT) -> P19(11F/RIGHT) -> P229(25F/RIGHT) -> P46(19H/RIGHT) -> P151(7C/RIGHT) -> P156(22G/RIGHT) -> P199(21C/RIGHT) -> P86(25G/RIGHT) -> P110(23C/RIGHT) -> P190(19E/RIGHT) -> P104(27F/RIGHT) -> P99(20D/RIGHT) -> P39(17G/RIGHT) -> P82(16D/RIGHT) -> P103(24H/RIGHT) -> P202(25E/RIGHT) -> P13(26C/RIGHT) -> P170(26H/RIGHT) -> P14(27E/RIGHT) -> P105(25H/RIGHT) -> P158(23G/RIGHT) -> P65(27H/RIGHT) -> P215(24E/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 101 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 28 Total blocked ticks: 68106 Total stationary ticks: 241730 Seat-event requests: 2303 Failed seat-event starts: 2147 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 215 Critical blocker identity: P215->24E(RIGHT) Direct fan-out: 1 Total indirect descendants: 23 Critical tree size including blocker: 24 Critical tree depth: 24 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 30 Unresolved outside passengers: 49 Unresolved internal passengers outside critical tree: 6 Critical blocker tree: P215(24E/RIGHT/WAITING_FOR_SEAT_EVENT) P65(27H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P158(23G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P105(25H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P14(27E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P170(26H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P13(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P202(25E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P103(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P82(16D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P39(17G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P99(20D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P104(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P190(19E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P110(23C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P86(25G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P199(21C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P156(22G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P151(7C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P46(19H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P229(25F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P19(11F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P77(14C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P101(8G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 2131 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 25 Critical blocker unavailable yield tiles: 25 Critical blocker yield-tile occupants: 148 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 2131 Rear-boundary failures: 16 Middle-bank reservation failures: 6 Active-event deferrals: 538 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 6 Yield-occupant trace: yieldOccupant[148]: P148(28D/RIGHT/MOVING_IN_AISLE@tile25) -> P72(29H/RIGHT/MOVING_IN_AISLE@tile26) -> P149(30F/RIGHT/MOVING_IN_AISLE@tile27) -> P225(29E/RIGHT/MOVING_IN_AISLE@tile28) -> P162(30G/RIGHT/MOVING_IN_AISLE@tile29) -> P35(30C/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P35->30C(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P148{seat=28D,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=25,directBlocker=72,lastMoveTick=110,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 25 Current unavailable yield tiles: 25 Current yield-tile occupants: 148 Final row-event chain: 215|148|72|149|225|162|35 Final row-event chain length: 7 Distinct row events in chain: 7 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2310\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 2137\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 06 | standardDataset=235/235 (100.00%) | rearBoundaryRiskFirstDataset=156/235 (66.38%) | seatedDelta=-79 | completionDelta=-33.62% | outsideDelta=+49 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | rearBoundaryRiskFirstWorse=true | standardFamily=COMPLETE_CABIN | rearBoundaryRiskFirstFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 31 REAR-BOUNDARY RISK-FIRST ADMISSION ============================================================ Date/Time: 2026-07-17 00:37:26 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2483790101901 Scenario number: 7 Scenario seed: 1624052775779324172 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.78% Blocker-prone seat share (topology component): 60.78% Aisle-assignment balance: 98.04% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2591 Passengers seated: 295/306 Average waiting ticks: 532.89 Longest waiting passenger: P269->30J(RIGHT) Longest waiting ticks: 2537 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 8 Cluster candidates evaluated: 9 Executable cluster candidates: 1 Rejected cluster candidates: 8 Cluster selections: 1 Cluster-selected events started: 0 Largest detected cluster: 8 Selected release potential total: 2 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 1693 Regions dissolved: 3 Repeated reconstructions avoided: 1693 Largest region lifetime: 1667 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1667:occupied=8 Confirmation deferral ticks: 6 Regions reaching confirmation: 2 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1556 State changes reopening evaluation: 7 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2676 Maximum occupied tiles: 13 Seat events: 150 Single-blocker events: 43 Multiple-blocker events: 15 Temporary aisle reoccupations: 74 RIGHT AISLE ----------- Total moves: 2565 Maximum occupied tiles: 17 Seat events: 145 Single-blocker events: 46 Multiple-blocker events: 14 Temporary aisle reoccupations: 75 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 208 Reservations granted: 204 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 8 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 13429 Longest unresolved passenger ID: 142 Longest unresolved row: 36 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 7 Longest dependency chain: P282(26D/RIGHT) -> P177(28J/RIGHT) -> P181(29F/RIGHT) -> P141(35H/RIGHT) -> P242(32J/RIGHT) -> P235(35J/RIGHT) -> P269(30J/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 282 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 8 Total blocked ticks: 25260 Total stationary ticks: 180886 Seat-event requests: 1953 Failed seat-event starts: 1658 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 269 Critical blocker identity: P269->30J(RIGHT) Direct fan-out: 1 Total indirect descendants: 6 Critical tree size including blocker: 7 Critical tree depth: 7 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 11 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 4 Critical blocker tree: P269(30J/RIGHT/WAITING_FOR_SEAT_EVENT) P235(35J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P242(32J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P141(35H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P181(29F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P177(28J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P282(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1586 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 31|32 Critical blocker unavailable yield tiles: 32 Critical blocker yield-tile occupants: 268 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 3 Yield-tile occupied failures: 1586 Rear-boundary failures: 72 Middle-bank reservation failures: 4 Active-event deferrals: 970 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[268]: P268(32E/RIGHT/WAITING_AT_ROW@tile32) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P268->32E(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P268{seat=32E,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=32,directBlocker=-1,lastMoveTick=910,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 31|32 Current unavailable yield tiles: 32 Current yield-tile occupants: 268 Final row-event chain: 269|268 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1957\nPrecedence substitutions made: 2\nDependency chains followed: 1565\nBlocked by waiting-row occupant: 1565\nSubstituted events started: 2\nOccupied-space rejections: 6303\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 31 REAR-BOUNDARY RISK-FIRST ADMISSION ============================================================ Date/Time: 2026-07-17 00:37:26 Experiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET Frozen architecture enabled: true Experiment seed: 2483790101901 Scenario number: 7 Scenario seed: 1624052775779324172 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: REAR_BOUNDARY_RISK_FIRST_DATASET Row-zone concentration (diagnostic control): 27.78% Blocker-prone seat share (topology component): 60.78% Aisle-assignment balance: 98.04% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2595 Passengers seated: 199/306 Average waiting ticks: 937.41 Longest waiting passenger: P16->12J(RIGHT) Longest waiting ticks: 2595 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 39 Cluster candidates evaluated: 23 Executable cluster candidates: 1 Rejected cluster candidates: 22 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 36 Selected release potential total: 2 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 2548 Regions dissolved: 2 Repeated reconstructions avoided: 2548 Largest region lifetime: 2525 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=2525:occupied=36 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 2272 State changes reopening evaluation: 38 Region priority competitions: 2 Regions ranked: 4 Hierarchical selections: 2 Lower-priority evaluations deferred: 0 Highest selected priority score: 39710 Left/right priority wins: 0/2 Priority ties: 0 Last priority decision: LEFT:R3:score=2214 | RIGHT:R2:score=39710 | selected=RIGHT LEFT AISLE ---------- Total moves: 2676 Maximum occupied tiles: 13 Seat events: 150 Single-blocker events: 42 Multiple-blocker events: 13 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 1227 Maximum occupied tiles: 36 Seat events: 49 Single-blocker events: 8 Multiple-blocker events: 2 Temporary aisle reoccupations: 12 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 200 Reservations granted: 195 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 71 Remaining moving in aisle: 33 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 75947 Longest unresolved passenger ID: 16 Longest unresolved row: 12 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 17 Longest dependency chain: P209(26H/RIGHT) -> P157(26G/RIGHT) -> P90(30E/RIGHT) -> P128(33I/RIGHT) -> P69(26I/RIGHT) -> P171(34H/RIGHT) -> P95(33H/RIGHT) -> P101(30H/RIGHT) -> P305(29H/RIGHT) -> P239(33F/RIGHT) -> P272(34J/RIGHT) -> P260(34E/RIGHT) -> P141(35H/RIGHT) -> P235(35J/RIGHT) -> P118(36I/RIGHT) -> P142(36J/RIGHT) -> P226(36D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 209 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 33 Total blocked ticks: 87344 Total stationary ticks: 365835 Seat-event requests: 2522 Failed seat-event starts: 2323 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 226 Critical blocker identity: P226->36D(RIGHT) Direct fan-out: 1 Total indirect descendants: 16 Critical tree size including blocker: 17 Critical tree depth: 17 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 36 Unresolved outside passengers: 71 Unresolved internal passengers outside critical tree: 19 Critical blocker tree: P226(36D/RIGHT/WAITING_FOR_SEAT_EVENT) P142(36J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P118(36I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P235(35J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P141(35H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P260(34E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P272(34J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P239(33F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P305(29H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P101(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P95(33H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P171(34H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P69(26I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P128(33I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P90(30E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P157(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P209(26H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 2214 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 3 Critical blocker required yield tiles: 37|38|39 Critical blocker unavailable yield tiles: 37|38|39 Critical blocker yield-tile occupants: -1|-1|-1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 2 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 2214 Rear-boundary failures: 109 Middle-bank reservation failures: 5 Active-event deferrals: 583 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 37|38|39 Current unavailable yield tiles: 37|38|39 Current yield-tile occupants: -1|-1|-1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2527\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 2221\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 07 | standardDataset=295/306 (96.41%) | rearBoundaryRiskFirstDataset=199/306 (65.03%) | seatedDelta=-96 | completionDelta=-31.37% | outsideDelta=+71 | clustersDetected=3 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | rearBoundaryRiskFirstWorse=true | standardFamily=LINKED_ROW_EVENT_CHAIN | rearBoundaryRiskFirstFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 31 REAR-BOUNDARY RISK-FIRST ADMISSION ============================================================ Date/Time: 2026-07-17 00:37:26 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2483790101901 Scenario number: 8 Scenario seed: 670103010817026571 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.90% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 96.88% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2200 Passengers seated: 189/192 Average waiting ticks: 322.95 Longest waiting passenger: P153->27F(LEFT) Longest waiting ticks: 2154 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 0 Rejected cluster candidates: 1 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1611 Regions dissolved: 0 Repeated reconstructions avoided: 1611 Largest region lifetime: 1612 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1612:occupied=3 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1554 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1330 Maximum occupied tiles: 12 Seat events: 90 Single-blocker events: 23 Multiple-blocker events: 2 Temporary aisle reoccupations: 28 RIGHT AISLE ----------- Total moves: 1460 Maximum occupied tiles: 11 Seat events: 99 Single-blocker events: 26 Multiple-blocker events: 6 Temporary aisle reoccupations: 38 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1716 Reservations granted: 1714 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 3870 Longest unresolved passenger ID: 17 Longest unresolved row: 30 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P17(30A/LEFT) -> P18(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 17 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 9213 Total stationary ticks: 66467 Seat-event requests: 1811 Failed seat-event starts: 1622 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 18 Critical blocker identity: P18->30F(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P18(30F/LEFT/WAITING_FOR_SEAT_EVENT) P17(30A/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1558 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 2 Critical blocker required yield tiles: 31|32 Critical blocker unavailable yield tiles: 31|32 Critical blocker yield-tile occupants: -1|-1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1558 Rear-boundary failures: 64 Middle-bank reservation failures: 2 Active-event deferrals: 584 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 31|32 Current unavailable yield tiles: 31|32 Current yield-tile occupants: -1|-1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1813\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 1561\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 31 REAR-BOUNDARY RISK-FIRST ADMISSION ============================================================ Date/Time: 2026-07-17 00:37:26 Experiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET Frozen architecture enabled: true Experiment seed: 2483790101901 Scenario number: 8 Scenario seed: 670103010817026571 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: REAR_BOUNDARY_RISK_FIRST_DATASET Row-zone concentration (diagnostic control): 34.90% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 96.88% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2201 Passengers seated: 189/192 Average waiting ticks: 322.55 Longest waiting passenger: P153->27F(LEFT) Longest waiting ticks: 2155 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 0 Rejected cluster candidates: 1 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2107 Regions dissolved: 0 Repeated reconstructions avoided: 2107 Largest region lifetime: 2108 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2108:occupied=3 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1555 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1330 Maximum occupied tiles: 12 Seat events: 90 Single-blocker events: 22 Multiple-blocker events: 2 Temporary aisle reoccupations: 27 RIGHT AISLE ----------- Total moves: 1460 Maximum occupied tiles: 11 Seat events: 99 Single-blocker events: 27 Multiple-blocker events: 6 Temporary aisle reoccupations: 39 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1817 Reservations granted: 1815 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 4248 Longest unresolved passenger ID: 17 Longest unresolved row: 30 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P17(30A/LEFT) -> P18(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 17 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 10039 Total stationary ticks: 66838 Seat-event requests: 1912 Failed seat-event starts: 1723 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 18 Critical blocker identity: P18->30F(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P18(30F/LEFT/WAITING_FOR_SEAT_EVENT) P17(30A/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1559 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 2 Critical blocker required yield tiles: 31|32 Critical blocker unavailable yield tiles: 31|32 Critical blocker yield-tile occupants: -1|-1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1559 Rear-boundary failures: 164 Middle-bank reservation failures: 2 Active-event deferrals: 803 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 31|32 Current unavailable yield tiles: 31|32 Current yield-tile occupants: -1|-1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1914\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1561\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 08 | standardDataset=189/192 (98.44%) | rearBoundaryRiskFirstDataset=189/192 (98.44%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | rearBoundaryRiskFirstWorse=false | standardFamily=REAR_BOUNDARY_LOCK | rearBoundaryRiskFirstFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 31 REAR-BOUNDARY RISK-FIRST ADMISSION ============================================================ Date/Time: 2026-07-17 00:37:26 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2483790101901 Scenario number: 9 Scenario seed: -6506710025131873420 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 94.33% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2454 Passengers seated: 260/282 Average waiting ticks: 467.09 Longest waiting passenger: P16->32A(LEFT) Longest waiting ticks: 2395 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 20 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 22 Selected release potential total: 2 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1876 Regions dissolved: 1 Repeated reconstructions avoided: 1876 Largest region lifetime: 1848 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1848:occupied=22 Confirmation deferral ticks: 2 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1621 State changes reopening evaluation: 19 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2280 Maximum occupied tiles: 25 Seat events: 127 Single-blocker events: 37 Multiple-blocker events: 9 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 2003 Maximum occupied tiles: 13 Seat events: 133 Single-blocker events: 33 Multiple-blocker events: 14 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 91 Reservations granted: 90 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 21 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 34482 Longest unresolved passenger ID: 98 Longest unresolved row: 32 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 22 Longest dependency chain: P146(19A/LEFT) -> P188(18B/LEFT) -> P15(30D/LEFT) -> P281(17E/LEFT) -> P23(30E/LEFT) -> P225(25A/LEFT) -> P137(27E/LEFT) -> P48(19C/LEFT) -> P218(25E/LEFT) -> P126(22B/LEFT) -> P112(24C/LEFT) -> P116(28C/LEFT) -> P86(27C/LEFT) -> P159(27B/LEFT) -> P238(29B/LEFT) -> P246(29F/LEFT) -> P177(31A/LEFT) -> P73(30F/LEFT) -> P191(30A/LEFT) -> P260(31D/LEFT) -> P98(32F/LEFT) -> P16(32A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 146 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 21 Total blocked ticks: 42070 Total stationary ticks: 169663 Seat-event requests: 1961 Failed seat-event starts: 1701 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 16 Critical blocker identity: P16->32A(LEFT) Direct fan-out: 1 Total indirect descendants: 21 Critical tree size including blocker: 22 Critical tree depth: 22 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 22 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P16(32A/LEFT/WAITING_FOR_SEAT_EVENT) P98(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P260(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P191(30A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P73(30F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P177(31A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P246(29F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P238(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P159(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P86(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P116(28C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P112(24C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P126(22B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P218(25E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P48(19C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P137(27E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P225(25A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P23(30E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P281(17E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P15(30D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P188(18B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P146(19A/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1690 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 33|34 Critical blocker unavailable yield tiles: 33|34 Critical blocker yield-tile occupants: -1|-1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 11 Rear-boundary failures: 1690 Middle-bank reservation failures: 1 Active-event deferrals: 963 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 33|34 Current unavailable yield tiles: 33|34 Current yield-tile occupants: -1|-1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1961\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 31 REAR-BOUNDARY RISK-FIRST ADMISSION ============================================================ Date/Time: 2026-07-17 00:37:26 Experiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET Frozen architecture enabled: true Experiment seed: 2483790101901 Scenario number: 9 Scenario seed: -6506710025131873420 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: REAR_BOUNDARY_RISK_FIRST_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 94.33% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2157 Passengers seated: 148/282 Average waiting ticks: 808.06 Longest waiting passenger: P15->30D(LEFT) Longest waiting ticks: 2157 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 34 Cluster candidates evaluated: 24 Executable cluster candidates: 0 Rejected cluster candidates: 24 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 32 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:result=LOWER_HIERARCHICAL_PRIORITY_DEFERRED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 4159 Regions dissolved: 1 Repeated reconstructions avoided: 4159 Largest region lifetime: 2080 Maximum simultaneous active regions: 3 Regions active at termination: 2 Last lifecycle event: UPDATE:R2:age=2067:occupied=32 Confirmation deferral ticks: 6 Regions reaching confirmation: 3 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1831 State changes reopening evaluation: 32 Region priority competitions: 1673 Regions ranked: 3346 Hierarchical selections: 1673 Lower-priority evaluations deferred: 1618 Highest selected priority score: 35310 Left/right priority wins: 1673/0 Priority ties: 1416 Last priority decision: LEFT:R1:score=35310 | RIGHT:R2:score=35310 | selected=LEFT LEFT AISLE ---------- Total moves: 1223 Maximum occupied tiles: 32 Seat events: 60 Single-blocker events: 12 Multiple-blocker events: 4 Temporary aisle reoccupations: 20 RIGHT AISLE ----------- Total moves: 1623 Maximum occupied tiles: 32 Seat events: 88 Single-blocker events: 19 Multiple-blocker events: 4 Temporary aisle reoccupations: 27 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 3246 Reservations granted: 3242 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 70 Remaining moving in aisle: 58 Remaining waiting at row: 6 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 98577 Longest unresolved passenger ID: 15 Longest unresolved row: 30 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 19 Longest dependency chain: P274(10B/LEFT) -> P54(18C/LEFT) -> P89(7B/LEFT) -> P74(10D/LEFT) -> P231(8C/LEFT) -> P169(25D/LEFT) -> P38(15C/LEFT) -> P45(29C/LEFT) -> P56(18E/LEFT) -> P35(28B/LEFT) -> P102(28A/LEFT) -> P175(17B/LEFT) -> P241(24B/LEFT) -> P58(24A/LEFT) -> P14(23F/LEFT) -> P213(30C/LEFT) -> P247(25B/LEFT) -> P84(26E/LEFT) -> P110(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 274 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 58 Total blocked ticks: 112793 Total stationary ticks: 328456 Seat-event requests: 3647 Failed seat-event starts: 3499 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 110 Critical blocker identity: P110->21A(LEFT) Direct fan-out: 1 Total indirect descendants: 18 Critical tree size including blocker: 19 Critical tree depth: 19 Frozen internal components: 6 Terminal WAITING_FOR_SEAT_EVENT nodes: 6 Unresolved internal passengers: 64 Unresolved outside passengers: 70 Unresolved internal passengers outside critical tree: 45 Critical blocker tree: P110(21A/LEFT/WAITING_FOR_SEAT_EVENT) P84(26E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P247(25B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P213(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P14(23F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P58(24A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P241(24B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P175(17B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P102(28A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P35(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P56(18E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P45(29C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P38(15C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P169(25D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P231(8C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P74(10D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P89(7B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P54(18C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P274(10B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 3247 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 22|23 Critical blocker unavailable yield tiles: 22|23 Critical blocker yield-tile occupants: 64|81 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 4 Yield-tile occupied failures: 3247 Rear-boundary failures: 252 Middle-bank reservation failures: 4 Active-event deferrals: 1143 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 2 Trace length: 11 Yield-occupant trace: yieldOccupant[64]: P64(23B/LEFT/MOVING_IN_AISLE@tile22) -> P81(28F/LEFT/MOVING_IN_AISLE@tile23) -> P244(26A/LEFT/MOVING_IN_AISLE@tile24) -> P42(27A/LEFT/MOVING_IN_AISLE@tile25) -> P7(30B/LEFT/MOVING_IN_AISLE@tile26) -> P63(28E/LEFT/MOVING_IN_AISLE@tile27) -> P109(29A/LEFT/MOVING_IN_AISLE@tile28) -> P177(31A/LEFT/MOVING_IN_AISLE@tile29) -> P260(31D/LEFT/MOVING_IN_AISLE@tile30) -> P98(32F/LEFT/MOVING_IN_AISLE@tile31) -> P16(32A/LEFT/WAITING_AT_ROW@tile32) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[81]: P81(28F/LEFT/MOVING_IN_AISLE@tile23) -> P244(26A/LEFT/MOVING_IN_AISLE@tile24) -> P42(27A/LEFT/MOVING_IN_AISLE@tile25) -> P7(30B/LEFT/MOVING_IN_AISLE@tile26) -> P63(28E/LEFT/MOVING_IN_AISLE@tile27) -> P109(29A/LEFT/MOVING_IN_AISLE@tile28) -> P177(31A/LEFT/MOVING_IN_AISLE@tile29) -> P260(31D/LEFT/MOVING_IN_AISLE@tile30) -> P98(32F/LEFT/MOVING_IN_AISLE@tile31) -> P16(32A/LEFT/WAITING_AT_ROW@tile32) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P16->32A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P64{seat=23B,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=22,directBlocker=81,lastMoveTick=367,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P81{seat=28F,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=23,directBlocker=244,lastMoveTick=366,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 22|23 Current unavailable yield tiles: 22|23 Current yield-tile occupants: 64|81 Final row-event chain: 110|64|81|244|42|7|63|109|177|260|98|16 Final row-event chain length: 12 Distinct row events in chain: 12 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 6 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3652\nPrecedence substitutions made: 1\nDependency chains followed: 158\nBlocked by waiting-row occupant: 158\nSubstituted events started: 1\nOccupied-space rejections: 3406\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 09 | standardDataset=260/282 (92.20%) | rearBoundaryRiskFirstDataset=148/282 (52.48%) | seatedDelta=-112 | completionDelta=-39.72% | outsideDelta=+70 | clustersDetected=3 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | rearBoundaryRiskFirstWorse=true | standardFamily=REAR_BOUNDARY_LOCK | rearBoundaryRiskFirstFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 31 REAR-BOUNDARY RISK-FIRST ADMISSION ============================================================ Date/Time: 2026-07-17 00:37:26 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2483790101901 Scenario number: 10 Scenario seed: -6315182042509219148 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.35% Blocker-prone seat share (topology component): 74.51% Aisle-assignment balance: 87.25% OUTCOME ------- Status: SUCCESS Completed ticks: 805 Passengers seated: 204/204 Average waiting ticks: 335.21 Longest waiting passenger: P99->4B(LEFT) Longest waiting ticks: 761 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 7 Selected release potential total: 6 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 55 Regions dissolved: 2 Repeated reconstructions avoided: 55 Largest region lifetime: 39 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1609 Maximum occupied tiles: 10 Seat events: 115 Single-blocker events: 28 Multiple-blocker events: 7 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1313 Maximum occupied tiles: 12 Seat events: 89 Single-blocker events: 27 Multiple-blocker events: 6 Temporary aisle reoccupations: 40 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 112 Reservations granted: 112 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3661 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4628 Total stationary ticks: 71510 Seat-event requests: 217 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 427 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 427 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 216\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 31 REAR-BOUNDARY RISK-FIRST ADMISSION ============================================================ Date/Time: 2026-07-17 00:37:26 Experiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET Frozen architecture enabled: true Experiment seed: 2483790101901 Scenario number: 10 Scenario seed: -6315182042509219148 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: REAR_BOUNDARY_RISK_FIRST_DATASET Row-zone concentration (diagnostic control): 32.35% Blocker-prone seat share (topology component): 74.51% Aisle-assignment balance: 87.25% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2206 Passengers seated: 186/204 Average waiting ticks: 339.07 Longest waiting passenger: P10->26F(LEFT) Longest waiting ticks: 2165 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 22 Cluster candidates evaluated: 18 Executable cluster candidates: 1 Rejected cluster candidates: 17 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 18 Selected release potential total: 6 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 2182 Regions dissolved: 2 Repeated reconstructions avoided: 2182 Largest region lifetime: 2128 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2128:occupied=18 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1662 State changes reopening evaluation: 20 Region priority competitions: 1 Regions ranked: 2 Hierarchical selections: 1 Lower-priority evaluations deferred: 0 Highest selected priority score: 6619 Left/right priority wins: 1/0 Priority ties: 0 Last priority decision: LEFT:R1:score=6619 | RIGHT:R2:score=3310 | selected=LEFT LEFT AISLE ---------- Total moves: 1546 Maximum occupied tiles: 24 Seat events: 97 Single-blocker events: 23 Multiple-blocker events: 2 Temporary aisle reoccupations: 27 RIGHT AISLE ----------- Total moves: 1313 Maximum occupied tiles: 12 Seat events: 89 Single-blocker events: 27 Multiple-blocker events: 6 Temporary aisle reoccupations: 40 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1785 Reservations granted: 1785 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 16 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 27242 Longest unresolved passenger ID: 177 Longest unresolved row: 30 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 14 Longest dependency chain: P123(17E/LEFT) -> P87(26C/LEFT) -> P30(18C/LEFT) -> P117(17F/LEFT) -> P121(25A/LEFT) -> P122(27C/LEFT) -> P108(25C/LEFT) -> P203(21F/LEFT) -> P46(28A/LEFT) -> P38(23D/LEFT) -> P13(27A/LEFT) -> P104(26B/LEFT) -> P106(27F/LEFT) -> P10(26F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 123 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 16 Total blocked ticks: 35027 Total stationary ticks: 98920 Seat-event requests: 1884 Failed seat-event starts: 1698 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 10 Critical blocker identity: P10->26F(LEFT) Direct fan-out: 1 Total indirect descendants: 13 Critical tree size including blocker: 14 Critical tree depth: 14 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 18 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 4 Critical blocker tree: P10(26F/LEFT/WAITING_FOR_SEAT_EVENT) P106(27F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P104(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P13(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P38(23D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P46(28A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P203(21F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P108(25C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P122(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P121(25A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P117(17F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P30(18C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P87(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P123(17E/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1604 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 27|28 Critical blocker unavailable yield tiles: 27|28 Critical blocker yield-tile occupants: 129|27 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1604 Rear-boundary failures: 94 Middle-bank reservation failures: 0 Active-event deferrals: 903 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 2 Trace length: 4 Yield-occupant trace: yieldOccupant[129]: P129(28B/LEFT/MOVING_IN_AISLE@tile27) -> P27(29B/LEFT/MOVING_IN_AISLE@tile28) -> P177(30F/LEFT/MOVING_IN_AISLE@tile29) -> P157(30E/LEFT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[27]: P27(29B/LEFT/MOVING_IN_AISLE@tile28) -> P177(30F/LEFT/MOVING_IN_AISLE@tile29) -> P157(30E/LEFT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P157->30E(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P129{seat=28B,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=27,directBlocker=27,lastMoveTick=310,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P27{seat=29B,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=28,directBlocker=177,lastMoveTick=74,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 27|28 Current unavailable yield tiles: 27|28 Current yield-tile occupants: 129|27 Final row-event chain: 10|129|27|177|157 Final row-event chain length: 5 Distinct row events in chain: 5 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1884\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 1605\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 10 | standardDataset=204/204 (100.00%) | rearBoundaryRiskFirstDataset=186/204 (91.18%) | seatedDelta=-18 | completionDelta=-8.82% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | rearBoundaryRiskFirstWorse=true | standardFamily=COMPLETE_CABIN | rearBoundaryRiskFirstFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 31 REAR-BOUNDARY RISK-FIRST ADMISSION ============================================================ Date/Time: 2026-07-17 00:37:27 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2483790101901 Scenario number: 11 Scenario seed: 5928433874506025117 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 74.56% Aisle-assignment balance: 99.12% OUTCOME ------- Status: SUCCESS Completed ticks: 806 Passengers seated: 228/228 Average waiting ticks: 370.60 Longest waiting passenger: P143->1H(RIGHT) Longest waiting ticks: 752 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 14 Regions dissolved: 1 Repeated reconstructions avoided: 14 Largest region lifetime: 15 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=15 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1637 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 26 Multiple-blocker events: 10 Temporary aisle reoccupations: 47 RIGHT AISLE ----------- Total moves: 1655 Maximum occupied tiles: 13 Seat events: 113 Single-blocker events: 25 Multiple-blocker events: 8 Temporary aisle reoccupations: 45 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 121 Reservations granted: 121 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4150 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5224 Total stationary ticks: 88021 Seat-event requests: 236 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 519 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 519 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 236\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 31 REAR-BOUNDARY RISK-FIRST ADMISSION ============================================================ Date/Time: 2026-07-17 00:37:27 Experiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET Frozen architecture enabled: true Experiment seed: 2483790101901 Scenario number: 11 Scenario seed: 5928433874506025117 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: REAR_BOUNDARY_RISK_FIRST_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 74.56% Aisle-assignment balance: 99.12% OUTCOME ------- Status: SUCCESS Completed ticks: 805 Passengers seated: 228/228 Average waiting ticks: 369.55 Longest waiting passenger: P143->1H(RIGHT) Longest waiting ticks: 757 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 14 Regions dissolved: 1 Repeated reconstructions avoided: 14 Largest region lifetime: 15 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=15 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1637 Maximum occupied tiles: 14 Seat events: 115 Single-blocker events: 26 Multiple-blocker events: 10 Temporary aisle reoccupations: 47 RIGHT AISLE ----------- Total moves: 1655 Maximum occupied tiles: 12 Seat events: 113 Single-blocker events: 25 Multiple-blocker events: 8 Temporary aisle reoccupations: 45 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 128 Reservations granted: 124 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4295 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5485 Total stationary ticks: 88027 Seat-event requests: 241 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 518 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 3 Middle-bank reservation failures: 4 Active-event deferrals: 518 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 5\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 11 | standardDataset=228/228 (100.00%) | rearBoundaryRiskFirstDataset=228/228 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | rearBoundaryRiskFirstWorse=false | standardFamily=COMPLETE_CABIN | rearBoundaryRiskFirstFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 31 REAR-BOUNDARY RISK-FIRST ADMISSION ============================================================ Date/Time: 2026-07-17 00:37:27 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2483790101901 Scenario number: 12 Scenario seed: 5649502917639410702 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 99.15% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2754 Passengers seated: 350/353 Average waiting ticks: 598.70 Longest waiting passenger: P107->32D(RIGHT) Longest waiting ticks: 2685 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 20 Regions dissolved: 2 Repeated reconstructions avoided: 20 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3180 Maximum occupied tiles: 13 Seat events: 175 Single-blocker events: 46 Multiple-blocker events: 26 Temporary aisle reoccupations: 102 RIGHT AISLE ----------- Total moves: 3006 Maximum occupied tiles: 13 Seat events: 175 Single-blocker events: 48 Multiple-blocker events: 24 Temporary aisle reoccupations: 98 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1668 Reservations granted: 1668 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7604 Longest unresolved passenger ID: 234 Longest unresolved row: 32 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P234(32I/RIGHT) -> P107(32D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 234 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 13965 Total stationary ticks: 219392 Seat-event requests: 1892 Failed seat-event starts: 1542 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 107 Critical blocker identity: P107->32D(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P107(32D/RIGHT/WAITING_FOR_SEAT_EVENT) P234(32I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1541 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 33|34|35 Critical blocker unavailable yield tiles: 35 Critical blocker yield-tile occupants: 297 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1541 Rear-boundary failures: 1 Middle-bank reservation failures: 0 Active-event deferrals: 895 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[297]: P297(35J/RIGHT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P297->35J(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P297{seat=35J,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=35,directBlocker=-1,lastMoveTick=1225,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 33|34|35 Current unavailable yield tiles: 35 Current yield-tile occupants: 297 Final row-event chain: 107|297 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1891\nPrecedence substitutions made: 4\nDependency chains followed: 1522\nBlocked by waiting-row occupant: 1522\nSubstituted events started: 5\nOccupied-space rejections: 1545\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 31 REAR-BOUNDARY RISK-FIRST ADMISSION ============================================================ Date/Time: 2026-07-17 00:37:27 Experiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET Frozen architecture enabled: true Experiment seed: 2483790101901 Scenario number: 12 Scenario seed: 5649502917639410702 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: REAR_BOUNDARY_RISK_FIRST_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 99.15% OUTCOME ------- Status: SUCCESS Completed ticks: 1272 Passengers seated: 353/353 Average waiting ticks: 591.90 Longest waiting passenger: P56->7E(RIGHT) Longest waiting ticks: 1223 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 20 Regions dissolved: 2 Repeated reconstructions avoided: 20 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3180 Maximum occupied tiles: 14 Seat events: 175 Single-blocker events: 47 Multiple-blocker events: 26 Temporary aisle reoccupations: 103 RIGHT AISLE ----------- Total moves: 3007 Maximum occupied tiles: 14 Seat events: 178 Single-blocker events: 48 Multiple-blocker events: 26 Temporary aisle reoccupations: 103 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 155 Reservations granted: 151 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7942 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9728 Total stationary ticks: 215795 Seat-event requests: 376 Failed seat-event starts: 23 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 866 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 22 Rear-boundary failures: 1 Middle-bank reservation failures: 4 Active-event deferrals: 866 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 379\nPrecedence substitutions made: 4\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 7\nOccupied-space rejections: 27\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 12 | standardDataset=350/353 (99.15%) | rearBoundaryRiskFirstDataset=353/353 (100.00%) | seatedDelta=+3 | completionDelta=+0.85% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=true | rearBoundaryRiskFirstWorse=false | standardFamily=LINKED_ROW_EVENT_CHAIN | rearBoundaryRiskFirstFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 31 REAR-BOUNDARY RISK-FIRST ADMISSION ============================================================ Date/Time: 2026-07-17 00:37:27 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2483790101901 Scenario number: 13 Scenario seed: -1392695370116089542 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.29% Blocker-prone seat share (topology component): 75.52% Aisle-assignment balance: 96.88% OUTCOME ------- Status: SUCCESS Completed ticks: 695 Passengers seated: 192/192 Average waiting ticks: 309.96 Longest waiting passenger: P78->15F(LEFT) Longest waiting ticks: 653 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1439 Maximum occupied tiles: 12 Seat events: 99 Single-blocker events: 23 Multiple-blocker events: 8 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1340 Maximum occupied tiles: 11 Seat events: 93 Single-blocker events: 25 Multiple-blocker events: 6 Temporary aisle reoccupations: 37 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 96 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3570 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4522 Total stationary ticks: 62568 Seat-event requests: 194 Failed seat-event starts: 2 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 463 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 2 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 463 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 194\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 3\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 31 REAR-BOUNDARY RISK-FIRST ADMISSION ============================================================ Date/Time: 2026-07-17 00:37:27 Experiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET Frozen architecture enabled: true Experiment seed: 2483790101901 Scenario number: 13 Scenario seed: -1392695370116089542 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: REAR_BOUNDARY_RISK_FIRST_DATASET Row-zone concentration (diagnostic control): 32.29% Blocker-prone seat share (topology component): 75.52% Aisle-assignment balance: 96.88% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2195 Passengers seated: 179/192 Average waiting ticks: 340.25 Longest waiting passenger: P79->27H(RIGHT) Longest waiting ticks: 2149 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 15 Cluster candidates evaluated: 37 Executable cluster candidates: 1 Rejected cluster candidates: 36 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 13 Selected release potential total: 4 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 2116 Regions dissolved: 1 Repeated reconstructions avoided: 2116 Largest region lifetime: 2102 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2102:occupied=13 Confirmation deferral ticks: 3 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1736 State changes reopening evaluation: 13 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1439 Maximum occupied tiles: 13 Seat events: 99 Single-blocker events: 22 Multiple-blocker events: 9 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1307 Maximum occupied tiles: 18 Seat events: 80 Single-blocker events: 19 Multiple-blocker events: 4 Temporary aisle reoccupations: 27 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 131 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 9 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 16208 Longest unresolved passenger ID: 181 Longest unresolved row: 29 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 9 Longest dependency chain: P156(26F/RIGHT) -> P2(26D/RIGHT) -> P189(21G/RIGHT) -> P160(24C/RIGHT) -> P72(25H/RIGHT) -> P62(26C/RIGHT) -> P183(28G/RIGHT) -> P103(28H/RIGHT) -> P59(26H/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 156 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 9 Total blocked ticks: 28408 Total stationary ticks: 84166 Seat-event requests: 1942 Failed seat-event starts: 1763 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 59 Critical blocker identity: P59->26H(RIGHT) Direct fan-out: 1 Total indirect descendants: 8 Critical tree size including blocker: 9 Critical tree depth: 9 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 13 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 4 Critical blocker tree: P59(26H/RIGHT/WAITING_FOR_SEAT_EVENT) P103(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P183(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P62(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P72(25H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P160(24C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P189(21G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P2(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P156(26F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1729 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 27 Critical blocker unavailable yield tiles: 27 Critical blocker yield-tile occupants: 79 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 2 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1729 Rear-boundary failures: 34 Middle-bank reservation failures: 0 Active-event deferrals: 1430 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[79]: P79(27H/RIGHT/WAITING_AT_ROW@tile27) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P79->27H(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P79{seat=27H,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=27,directBlocker=-1,lastMoveTick=200,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 27 Current unavailable yield tiles: 27 Current yield-tile occupants: 79 Final row-event chain: 59|79 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 4 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1941\nPrecedence substitutions made: 3\nDependency chains followed: 1736\nBlocked by waiting-row occupant: 1736\nSubstituted events started: 4\nOccupied-space rejections: 6930\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 13 | standardDataset=192/192 (100.00%) | rearBoundaryRiskFirstDataset=179/192 (93.23%) | seatedDelta=-13 | completionDelta=-6.77% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | rearBoundaryRiskFirstWorse=true | standardFamily=COMPLETE_CABIN | rearBoundaryRiskFirstFamily=LINKED_ROW_EVENT_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 31 REAR-BOUNDARY RISK-FIRST ADMISSION ============================================================ Date/Time: 2026-07-17 00:37:27 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2483790101901 Scenario number: 14 Scenario seed: -4180753517280800107 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 75.74% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 833 Passengers seated: 235/235 Average waiting ticks: 385.43 Longest waiting passenger: P55->10C(LEFT) Longest waiting ticks: 798 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 7 Regions dissolved: 1 Repeated reconstructions avoided: 7 Largest region lifetime: 8 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=8 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1778 Maximum occupied tiles: 14 Seat events: 119 Single-blocker events: 31 Multiple-blocker events: 12 Temporary aisle reoccupations: 60 RIGHT AISLE ----------- Total moves: 1626 Maximum occupied tiles: 10 Seat events: 116 Single-blocker events: 22 Multiple-blocker events: 10 Temporary aisle reoccupations: 46 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 123 Reservations granted: 123 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4458 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5621 Total stationary ticks: 94333 Seat-event requests: 241 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 612 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 612 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 241\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 31 REAR-BOUNDARY RISK-FIRST ADMISSION ============================================================ Date/Time: 2026-07-17 00:37:27 Experiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET Frozen architecture enabled: true Experiment seed: 2483790101901 Scenario number: 14 Scenario seed: -4180753517280800107 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: REAR_BOUNDARY_RISK_FIRST_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 75.74% Aisle-assignment balance: 98.72% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2240 Passengers seated: 156/235 Average waiting ticks: 620.40 Longest waiting passenger: P6->14C(LEFT) Longest waiting ticks: 2240 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 35 Cluster candidates evaluated: 19 Executable cluster candidates: 0 Rejected cluster candidates: 19 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 29 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:result=LOWER_HIERARCHICAL_PRIORITY_DEFERRED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 4320 Regions dissolved: 1 Repeated reconstructions avoided: 4320 Largest region lifetime: 2170 Maximum simultaneous active regions: 3 Regions active at termination: 2 Last lifecycle event: UPDATE:R2:age=2145:occupied=15 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1945 State changes reopening evaluation: 33 Region priority competitions: 1698 Regions ranked: 3396 Hierarchical selections: 1698 Lower-priority evaluations deferred: 1636 Highest selected priority score: 32010 Left/right priority wins: 1698/0 Priority ties: 0 Last priority decision: LEFT:R1:score=32010 | RIGHT:R2:score=16610 | selected=LEFT LEFT AISLE ---------- Total moves: 1094 Maximum occupied tiles: 29 Seat events: 55 Single-blocker events: 12 Multiple-blocker events: 1 Temporary aisle reoccupations: 14 RIGHT AISLE ----------- Total moves: 1581 Maximum occupied tiles: 20 Seat events: 101 Single-blocker events: 20 Multiple-blocker events: 5 Temporary aisle reoccupations: 32 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 3706 Reservations granted: 3704 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 35 Remaining moving in aisle: 41 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 75875 Longest unresolved passenger ID: 6 Longest unresolved row: 14 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 19 Longest dependency chain: P34(27F/LEFT) -> P98(13B/LEFT) -> P64(16F/LEFT) -> P187(12F/LEFT) -> P35(12E/LEFT) -> P160(7B/LEFT) -> P12(20B/LEFT) -> P105(16D/LEFT) -> P169(25A/LEFT) -> P4(15B/LEFT) -> P128(15C/LEFT) -> P222(26B/LEFT) -> P152(20D/LEFT) -> P127(23B/LEFT) -> P14(25C/LEFT) -> P197(17A/LEFT) -> P71(19A/LEFT) -> P3(28F/LEFT) -> P67(19F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 34 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 41 Total blocked ticks: 85449 Total stationary ticks: 223914 Seat-event requests: 3783 Failed seat-event starts: 3627 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 67 Critical blocker identity: P67->19F(LEFT) Direct fan-out: 1 Total indirect descendants: 18 Critical tree size including blocker: 19 Critical tree depth: 19 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 44 Unresolved outside passengers: 35 Unresolved internal passengers outside critical tree: 25 Critical blocker tree: P67(19F/LEFT/WAITING_FOR_SEAT_EVENT) P3(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P71(19A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P197(17A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P14(25C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P127(23B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P152(20D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P222(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P128(15C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P4(15B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P169(25A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P105(16D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P12(20B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P160(7B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P35(12E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P187(12F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P64(16F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P98(13B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P34(27F/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1838 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 20|21 Critical blocker unavailable yield tiles: 20|21 Critical blocker yield-tile occupants: 148|113 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1838 Rear-boundary failures: 1789 Middle-bank reservation failures: 2 Active-event deferrals: 946 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 2 Trace length: 10 Yield-occupant trace: yieldOccupant[148]: P148(21A/LEFT/MOVING_IN_AISLE@tile20) -> P113(22F/LEFT/MOVING_IN_AISLE@tile21) -> P186(28A/LEFT/MOVING_IN_AISLE@tile22) -> P156(25B/LEFT/MOVING_IN_AISLE@tile23) -> P94(28C/LEFT/MOVING_IN_AISLE@tile24) -> P188(27A/LEFT/MOVING_IN_AISLE@tile25) -> P190(27D/LEFT/MOVING_IN_AISLE@tile26) -> P31(30B/LEFT/MOVING_IN_AISLE@tile27) -> P209(30A/LEFT/MOVING_IN_AISLE@tile28) -> P86(29F/LEFT/WAITING_AT_ROW@tile29) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[113]: P113(22F/LEFT/MOVING_IN_AISLE@tile21) -> P186(28A/LEFT/MOVING_IN_AISLE@tile22) -> P156(25B/LEFT/MOVING_IN_AISLE@tile23) -> P94(28C/LEFT/MOVING_IN_AISLE@tile24) -> P188(27A/LEFT/MOVING_IN_AISLE@tile25) -> P190(27D/LEFT/MOVING_IN_AISLE@tile26) -> P31(30B/LEFT/MOVING_IN_AISLE@tile27) -> P209(30A/LEFT/MOVING_IN_AISLE@tile28) -> P86(29F/LEFT/WAITING_AT_ROW@tile29) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P86->29F(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P148{seat=21A,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=20,directBlocker=113,lastMoveTick=339,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P113{seat=22F,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=21,directBlocker=186,lastMoveTick=321,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 20|21 Current unavailable yield tiles: 20|21 Current yield-tile occupants: 148|113 Final row-event chain: 67|148|113|186|156|94|188|190|31|209|86 Final row-event chain length: 11 Distinct row events in chain: 11 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3785\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 1838\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 14 | standardDataset=235/235 (100.00%) | rearBoundaryRiskFirstDataset=156/235 (66.38%) | seatedDelta=-79 | completionDelta=-33.62% | outsideDelta=+35 | clustersDetected=3 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | rearBoundaryRiskFirstWorse=true | standardFamily=COMPLETE_CABIN | rearBoundaryRiskFirstFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 31 REAR-BOUNDARY RISK-FIRST ADMISSION ============================================================ Date/Time: 2026-07-17 00:37:27 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2483790101901 Scenario number: 15 Scenario seed: -8363363791708416049 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.29% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 91.67% OUTCOME ------- Status: SUCCESS Completed ticks: 733 Passengers seated: 192/192 Average waiting ticks: 313.20 Longest waiting passenger: P176->6E(LEFT) Longest waiting ticks: 690 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1475 Maximum occupied tiles: 11 Seat events: 104 Single-blocker events: 29 Multiple-blocker events: 9 Temporary aisle reoccupations: 48 RIGHT AISLE ----------- Total moves: 1323 Maximum occupied tiles: 11 Seat events: 88 Single-blocker events: 23 Multiple-blocker events: 3 Temporary aisle reoccupations: 29 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 99 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3530 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4162 Total stationary ticks: 62994 Seat-event requests: 192 Failed seat-event starts: 0 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 336 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 0 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 336 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 195\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 2\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 31 REAR-BOUNDARY RISK-FIRST ADMISSION ============================================================ Date/Time: 2026-07-17 00:37:27 Experiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET Frozen architecture enabled: true Experiment seed: 2483790101901 Scenario number: 15 Scenario seed: -8363363791708416049 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: REAR_BOUNDARY_RISK_FIRST_DATASET Row-zone concentration (diagnostic control): 32.29% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 91.67% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2141 Passengers seated: 152/192 Average waiting ticks: 399.02 Longest waiting passenger: P10->19B(LEFT) Longest waiting ticks: 2141 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 36 Cluster candidates evaluated: 36 Executable cluster candidates: 0 Rejected cluster candidates: 36 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 30 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2080 Regions dissolved: 0 Repeated reconstructions avoided: 2080 Largest region lifetime: 2081 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2081:occupied=30 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1752 State changes reopening evaluation: 35 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1129 Maximum occupied tiles: 30 Seat events: 64 Single-blocker events: 17 Multiple-blocker events: 3 Temporary aisle reoccupations: 23 RIGHT AISLE ----------- Total moves: 1323 Maximum occupied tiles: 11 Seat events: 88 Single-blocker events: 24 Multiple-blocker events: 2 Temporary aisle reoccupations: 28 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1871 Reservations granted: 1866 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 10 Remaining moving in aisle: 28 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 49168 Longest unresolved passenger ID: 10 Longest unresolved row: 19 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 29 Longest dependency chain: P8(23F/LEFT) -> P155(4D/LEFT) -> P135(22C/LEFT) -> P39(19D/LEFT) -> P37(11A/LEFT) -> P133(8E/LEFT) -> P145(16A/LEFT) -> P140(24C/LEFT) -> P15(15F/LEFT) -> P22(16F/LEFT) -> P149(22A/LEFT) -> P72(27F/LEFT) -> P49(23B/LEFT) -> P75(25D/LEFT) -> P177(21E/LEFT) -> P168(18C/LEFT) -> P12(21A/LEFT) -> P98(26A/LEFT) -> P151(27C/LEFT) -> P121(25B/LEFT) -> P134(28C/LEFT) -> P131(26B/LEFT) -> P170(28A/LEFT) -> P17(28B/LEFT) -> P90(26C/LEFT) -> P56(27B/LEFT) -> P99(28F/LEFT) -> P102(30C/LEFT) -> P110(29E/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 8 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 28 Total blocked ticks: 56275 Total stationary ticks: 127674 Seat-event requests: 1940 Failed seat-event starts: 1788 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 110 Critical blocker identity: P110->29E(LEFT) Direct fan-out: 1 Total indirect descendants: 28 Critical tree size including blocker: 29 Critical tree depth: 29 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 30 Unresolved outside passengers: 10 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P110(29E/LEFT/WAITING_FOR_SEAT_EVENT) P102(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P99(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P56(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P90(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P17(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P170(28A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P131(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P134(28C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P121(25B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P151(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P98(26A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P12(21A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P168(18C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P177(21E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P75(25D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P49(23B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P72(27F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P149(22A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P22(16F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P15(15F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P140(24C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P145(16A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P133(8E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P37(11A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P39(19D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P135(22C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P155(4D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P8(23F/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1779 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 30|31 Critical blocker yield-tile occupants: 69|-1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 9 Rear-boundary failures: 1779 Middle-bank reservation failures: 5 Active-event deferrals: 756 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[69]: P69(30A/LEFT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P69->30A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: P69{seat=30A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=53,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 30|31 Current yield-tile occupants: 69|-1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 1\nDependency chains followed: 1792\nBlocked by waiting-row occupant: 1792\nSubstituted events started: 2\nOccupied-space rejections: 1791\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 15 | standardDataset=192/192 (100.00%) | rearBoundaryRiskFirstDataset=152/192 (79.17%) | seatedDelta=-40 | completionDelta=-20.83% | outsideDelta=+10 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | rearBoundaryRiskFirstWorse=true | standardFamily=COMPLETE_CABIN | rearBoundaryRiskFirstFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 31 REAR-BOUNDARY RISK-FIRST ADMISSION ============================================================ Date/Time: 2026-07-17 00:37:27 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2483790101901 Scenario number: 16 Scenario seed: 5610707269114899913 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.36% Blocker-prone seat share (topology component): 59.94% Aisle-assignment balance: 93.57% OUTCOME ------- Status: SUCCESS Completed ticks: 1310 Passengers seated: 342/342 Average waiting ticks: 585.71 Longest waiting passenger: P327->16I(RIGHT) Longest waiting ticks: 1252 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2898 Maximum occupied tiles: 14 Seat events: 160 Single-blocker events: 34 Multiple-blocker events: 23 Temporary aisle reoccupations: 82 RIGHT AISLE ----------- Total moves: 3163 Maximum occupied tiles: 12 Seat events: 182 Single-blocker events: 55 Multiple-blocker events: 25 Temporary aisle reoccupations: 108 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 145 Reservations granted: 145 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7265 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8592 Total stationary ticks: 206306 Seat-event requests: 358 Failed seat-event starts: 16 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 726 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 16 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 726 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 358\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 31 REAR-BOUNDARY RISK-FIRST ADMISSION ============================================================ Date/Time: 2026-07-17 00:37:27 Experiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET Frozen architecture enabled: true Experiment seed: 2483790101901 Scenario number: 16 Scenario seed: 5610707269114899913 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: REAR_BOUNDARY_RISK_FIRST_DATASET Row-zone concentration (diagnostic control): 28.36% Blocker-prone seat share (topology component): 59.94% Aisle-assignment balance: 93.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2664 Passengers seated: 220/342 Average waiting ticks: 1020.77 Longest waiting passenger: P7->23H(RIGHT) Longest waiting ticks: 2664 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 37 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 35 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2568 Regions dissolved: 0 Repeated reconstructions avoided: 2568 Largest region lifetime: 2569 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2569:occupied=35 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 2284 State changes reopening evaluation: 36 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2898 Maximum occupied tiles: 14 Seat events: 160 Single-blocker events: 34 Multiple-blocker events: 16 Temporary aisle reoccupations: 67 RIGHT AISLE ----------- Total moves: 1528 Maximum occupied tiles: 35 Seat events: 60 Single-blocker events: 7 Multiple-blocker events: 2 Temporary aisle reoccupations: 11 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 89 Reservations granted: 89 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 87 Remaining moving in aisle: 34 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 77031 Longest unresolved passenger ID: 7 Longest unresolved row: 23 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 35 Longest dependency chain: P159(31E/RIGHT) -> P121(12J/RIGHT) -> P213(28D/RIGHT) -> P270(10H/RIGHT) -> P336(27J/RIGHT) -> P70(25I/RIGHT) -> P127(22D/RIGHT) -> P5(26H/RIGHT) -> P153(13D/RIGHT) -> P50(33H/RIGHT) -> P55(16H/RIGHT) -> P144(17D/RIGHT) -> P85(19I/RIGHT) -> P122(19F/RIGHT) -> P235(18J/RIGHT) -> P157(22G/RIGHT) -> P310(32D/RIGHT) -> P92(20E/RIGHT) -> P100(29H/RIGHT) -> P325(31I/RIGHT) -> P256(22H/RIGHT) -> P38(28J/RIGHT) -> P98(24H/RIGHT) -> P331(25J/RIGHT) -> P131(29G/RIGHT) -> P296(28H/RIGHT) -> P330(29E/RIGHT) -> P173(34F/RIGHT) -> P298(33D/RIGHT) -> P54(31J/RIGHT) -> P317(33G/RIGHT) -> P268(34H/RIGHT) -> P262(35G/RIGHT) -> P3(36I/RIGHT) -> P44(35J/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 159 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 34 Total blocked ticks: 84967 Total stationary ticks: 429926 Seat-event requests: 2550 Failed seat-event starts: 2330 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 44 Critical blocker identity: P44->35J(RIGHT) Direct fan-out: 1 Total indirect descendants: 34 Critical tree size including blocker: 35 Critical tree depth: 35 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 35 Unresolved outside passengers: 87 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P44(35J/RIGHT/WAITING_FOR_SEAT_EVENT) P3(36I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P262(35G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P268(34H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P317(33G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P54(31J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P298(33D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P173(34F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P330(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P296(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P131(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P331(25J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P98(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P38(28J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P256(22H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P325(31I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P100(29H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P92(20E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P310(32D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P157(22G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P235(18J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P122(19F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P85(19I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P144(17D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P55(16H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P50(33H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P153(13D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P5(26H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P127(22D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P70(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P336(27J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P270(10H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P213(28D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P121(12J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P159(31E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 2324 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 36|37 Critical blocker unavailable yield tiles: 37 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 6 Rear-boundary failures: 2324 Middle-bank reservation failures: 0 Active-event deferrals: 660 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 36|37 Current unavailable yield tiles: 37 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2550\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 16 | standardDataset=342/342 (100.00%) | rearBoundaryRiskFirstDataset=220/342 (64.33%) | seatedDelta=-122 | completionDelta=-35.67% | outsideDelta=+87 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | rearBoundaryRiskFirstWorse=true | standardFamily=COMPLETE_CABIN | rearBoundaryRiskFirstFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 31 REAR-BOUNDARY RISK-FIRST ADMISSION ============================================================ Date/Time: 2026-07-17 00:37:27 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2483790101901 Scenario number: 17 Scenario seed: 907725059538740621 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 96.49% OUTCOME ------- Status: SUCCESS Completed ticks: 843 Passengers seated: 228/228 Average waiting ticks: 378.82 Longest waiting passenger: P116->10D(LEFT) Longest waiting ticks: 812 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 3 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 6 Selected release potential total: 5 Last cluster decision: LEFT:tiles8-12:occupied=4:anchor=P64:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 33 Regions dissolved: 1 Repeated reconstructions avoided: 33 Largest region lifetime: 34 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=34 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1719 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 27 Multiple-blocker events: 11 Temporary aisle reoccupations: 54 RIGHT AISLE ----------- Total moves: 1617 Maximum occupied tiles: 11 Seat events: 110 Single-blocker events: 22 Multiple-blocker events: 6 Temporary aisle reoccupations: 35 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 126 Reservations granted: 122 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4181 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5226 Total stationary ticks: 89861 Seat-event requests: 235 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 546 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 546 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 239\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 7\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 31 REAR-BOUNDARY RISK-FIRST ADMISSION ============================================================ Date/Time: 2026-07-17 00:37:27 Experiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET Frozen architecture enabled: true Experiment seed: 2483790101901 Scenario number: 17 Scenario seed: 907725059538740621 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: REAR_BOUNDARY_RISK_FIRST_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 96.49% OUTCOME ------- Status: SUCCESS Completed ticks: 849 Passengers seated: 228/228 Average waiting ticks: 385.95 Longest waiting passenger: P116->10D(LEFT) Longest waiting ticks: 818 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1719 Maximum occupied tiles: 11 Seat events: 118 Single-blocker events: 27 Multiple-blocker events: 11 Temporary aisle reoccupations: 54 RIGHT AISLE ----------- Total moves: 1617 Maximum occupied tiles: 11 Seat events: 110 Single-blocker events: 22 Multiple-blocker events: 6 Temporary aisle reoccupations: 35 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 120 Reservations granted: 118 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4138 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5156 Total stationary ticks: 91359 Seat-event requests: 231 Failed seat-event starts: 3 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 605 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 2 Rear-boundary failures: 1 Middle-bank reservation failures: 2 Active-event deferrals: 605 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 233\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 7\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 17 | standardDataset=228/228 (100.00%) | rearBoundaryRiskFirstDataset=228/228 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | rearBoundaryRiskFirstWorse=false | standardFamily=COMPLETE_CABIN | rearBoundaryRiskFirstFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 31 REAR-BOUNDARY RISK-FIRST ADMISSION ============================================================ Date/Time: 2026-07-17 00:37:27 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2483790101901 Scenario number: 18 Scenario seed: -343476783160017318 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: SUCCESS Completed ticks: 856 Passengers seated: 235/235 Average waiting ticks: 383.23 Longest waiting passenger: P52->20E(LEFT) Longest waiting ticks: 819 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1738 Maximum occupied tiles: 11 Seat events: 122 Single-blocker events: 32 Multiple-blocker events: 15 Temporary aisle reoccupations: 65 RIGHT AISLE ----------- Total moves: 1641 Maximum occupied tiles: 12 Seat events: 113 Single-blocker events: 34 Multiple-blocker events: 4 Temporary aisle reoccupations: 42 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 124 Reservations granted: 123 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4218 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5216 Total stationary ticks: 93529 Seat-event requests: 240 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 504 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 504 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 241\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 31 REAR-BOUNDARY RISK-FIRST ADMISSION ============================================================ Date/Time: 2026-07-17 00:37:27 Experiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET Frozen architecture enabled: true Experiment seed: 2483790101901 Scenario number: 18 Scenario seed: -343476783160017318 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: REAR_BOUNDARY_RISK_FIRST_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2341 Passengers seated: 179/235 Average waiting ticks: 591.95 Longest waiting passenger: P11->28F(RIGHT) Longest waiting ticks: 2341 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 28 Cluster candidates evaluated: 40 Executable cluster candidates: 0 Rejected cluster candidates: 40 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 29 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 4554 Regions dissolved: 0 Repeated reconstructions avoided: 4554 Largest region lifetime: 2282 Maximum simultaneous active regions: 2 Regions active at termination: 2 Last lifecycle event: UPDATE:R2:age=2274:occupied=29 Confirmation deferral ticks: 3 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1977 State changes reopening evaluation: 26 Region priority competitions: 1548 Regions ranked: 3096 Hierarchical selections: 1548 Lower-priority evaluations deferred: 1532 Highest selected priority score: 32010 Left/right priority wins: 0/1548 Priority ties: 0 Last priority decision: LEFT:R1:score=3410 | RIGHT:R2:score=32010 | selected=RIGHT LEFT AISLE ---------- Total moves: 1738 Maximum occupied tiles: 12 Seat events: 119 Single-blocker events: 32 Multiple-blocker events: 12 Temporary aisle reoccupations: 58 RIGHT AISLE ----------- Total moves: 1074 Maximum occupied tiles: 29 Seat events: 60 Single-blocker events: 10 Multiple-blocker events: 0 Temporary aisle reoccupations: 10 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 2284 Reservations granted: 2284 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 24 Remaining moving in aisle: 25 Remaining waiting at row: 7 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 50769 Longest unresolved passenger ID: 11 Longest unresolved row: 28 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 11 Longest dependency chain: P108(27D/RIGHT) -> P61(13G/RIGHT) -> P135(27H/RIGHT) -> P229(28H/RIGHT) -> P110(19H/RIGHT) -> P77(21F/RIGHT) -> P143(26E/RIGHT) -> P114(16G/RIGHT) -> P75(23H/RIGHT) -> P118(27F/RIGHT) -> P234(18C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 108 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 25 Total blocked ticks: 68675 Total stationary ticks: 192164 Seat-event requests: 3907 Failed seat-event starts: 3728 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 234 Critical blocker identity: P234->18C(RIGHT) Direct fan-out: 1 Total indirect descendants: 10 Critical tree size including blocker: 11 Critical tree depth: 11 Frozen internal components: 7 Terminal WAITING_FOR_SEAT_EVENT nodes: 7 Unresolved internal passengers: 32 Unresolved outside passengers: 24 Unresolved internal passengers outside critical tree: 21 Critical blocker tree: P234(18C/RIGHT/WAITING_FOR_SEAT_EVENT) P118(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P75(23H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P114(16G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P143(26E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P77(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P110(19H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P229(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P135(27H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P61(13G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P108(27D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 3653 Critical blocker final prerequisite: SIMULTANEOUS_MIDDLE_BANK_ARBITRATION_LOSS Critical blocker required blockers: 2 Critical blocker required yield tiles: 19|20 Critical blocker unavailable yield tiles: 19|20 Critical blocker yield-tile occupants: 49|44 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 5 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 3653 Rear-boundary failures: 75 Middle-bank reservation failures: 0 Active-event deferrals: 1665 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 2 Trace length: 3 Yield-occupant trace: yieldOccupant[49]: P49(28G/RIGHT/MOVING_IN_AISLE@tile19) -> P44(22H/RIGHT/MOVING_IN_AISLE@tile20) -> P0(21C/RIGHT/WAITING_AT_ROW@tile21) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[44]: P44(22H/RIGHT/MOVING_IN_AISLE@tile20) -> P0(21C/RIGHT/WAITING_AT_ROW@tile21) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P0->21C(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: SIMULTANEOUS_MIDDLE_BANK_ARBITRATION_LOSS Yield-occupant details: P49{seat=28G,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=19,directBlocker=44,lastMoveTick=338,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P44{seat=22H,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=20,directBlocker=0,lastMoveTick=337,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 19|20|21 Current unavailable yield tiles: 19|20|21 Current yield-tile occupants: 49|44|0 Final row-event chain: 234|49|44|0 Final row-event chain length: 4 Distinct row events in chain: 4 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 7 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3908\nPrecedence substitutions made: 1\nDependency chains followed: 1713\nBlocked by waiting-row occupant: 3246\nSubstituted events started: 2\nOccupied-space rejections: 10163\nMaximum scheduling-chain depth: 3\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 18 | standardDataset=235/235 (100.00%) | rearBoundaryRiskFirstDataset=179/235 (76.17%) | seatedDelta=-56 | completionDelta=-23.83% | outsideDelta=+24 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | rearBoundaryRiskFirstWorse=true | standardFamily=COMPLETE_CABIN | rearBoundaryRiskFirstFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 31 REAR-BOUNDARY RISK-FIRST ADMISSION ============================================================ Date/Time: 2026-07-17 00:37:27 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2483790101901 Scenario number: 19 Scenario seed: 1672008013850667972 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.82% Blocker-prone seat share (topology component): 77.45% Aisle-assignment balance: 97.06% OUTCOME ------- Status: SUCCESS Completed ticks: 767 Passengers seated: 204/204 Average waiting ticks: 338.48 Longest waiting passenger: P31->29C(RIGHT) Longest waiting ticks: 701 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 7 Selected release potential total: 8 Last cluster decision: LEFT:tiles1-8:occupied=6:anchor=P190:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 48 Regions dissolved: 2 Repeated reconstructions avoided: 48 Largest region lifetime: 41 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=41 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1470 Maximum occupied tiles: 11 Seat events: 99 Single-blocker events: 27 Multiple-blocker events: 7 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1533 Maximum occupied tiles: 11 Seat events: 105 Single-blocker events: 29 Multiple-blocker events: 9 Temporary aisle reoccupations: 49 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 114 Reservations granted: 114 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3671 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4616 Total stationary ticks: 72054 Seat-event requests: 217 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 509 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 509 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 215\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 31 REAR-BOUNDARY RISK-FIRST ADMISSION ============================================================ Date/Time: 2026-07-17 00:37:27 Experiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET Frozen architecture enabled: true Experiment seed: 2483790101901 Scenario number: 19 Scenario seed: 1672008013850667972 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: REAR_BOUNDARY_RISK_FIRST_DATASET Row-zone concentration (diagnostic control): 33.82% Blocker-prone seat share (topology component): 77.45% Aisle-assignment balance: 97.06% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2249 Passengers seated: 133/204 Average waiting ticks: 689.57 Longest waiting passenger: P5->28E(LEFT) Longest waiting ticks: 2249 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 33 Cluster candidates evaluated: 34 Executable cluster candidates: 1 Rejected cluster candidates: 33 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 30 Selected release potential total: 2 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 3757 Regions dissolved: 1 Repeated reconstructions avoided: 3757 Largest region lifetime: 2185 Maximum simultaneous active regions: 2 Regions active at termination: 2 Last lifecycle event: TRACK:R3:age=1566:localMembers=2 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 2025 State changes reopening evaluation: 32 Region priority competitions: 2 Regions ranked: 4 Hierarchical selections: 2 Lower-priority evaluations deferred: 0 Highest selected priority score: 33110 Left/right priority wins: 2/0 Priority ties: 0 Last priority decision: LEFT:R1:score=33110 | RIGHT:R2:score=2214 | selected=LEFT LEFT AISLE ---------- Total moves: 735 Maximum occupied tiles: 30 Seat events: 30 Single-blocker events: 3 Multiple-blocker events: 0 Temporary aisle reoccupations: 3 RIGHT AISLE ----------- Total moves: 1533 Maximum occupied tiles: 13 Seat events: 103 Single-blocker events: 23 Multiple-blocker events: 7 Temporary aisle reoccupations: 38 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 2179 Reservations granted: 2177 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 1655 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 39 Remaining moving in aisle: 28 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 58244 Longest unresolved passenger ID: 5 Longest unresolved row: 28 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 29 Longest dependency chain: P152(11C/LEFT) -> P145(14A/LEFT) -> P21(27B/LEFT) -> P15(11B/LEFT) -> P107(7A/LEFT) -> P44(8C/LEFT) -> P11(22A/LEFT) -> P29(21E/LEFT) -> P94(28B/LEFT) -> P154(28D/LEFT) -> P127(16C/LEFT) -> P113(22B/LEFT) -> P180(23D/LEFT) -> P155(24B/LEFT) -> P52(17D/LEFT) -> P124(27A/LEFT) -> P186(23C/LEFT) -> P63(23F/LEFT) -> P202(21B/LEFT) -> P174(22C/LEFT) -> P198(26B/LEFT) -> P83(23A/LEFT) -> P176(24C/LEFT) -> P66(27E/LEFT) -> P162(29D/LEFT) -> P42(30E/LEFT) -> P118(29A/LEFT) -> P17(30B/LEFT) -> P0(29F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 152 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 28 Total blocked ticks: 69681 Total stationary ticks: 200640 Seat-event requests: 2242 Failed seat-event starts: 2109 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 0 Critical blocker identity: P0->29F(LEFT) Direct fan-out: 1 Total indirect descendants: 28 Critical tree size including blocker: 29 Critical tree depth: 29 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 32 Unresolved outside passengers: 39 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P0(29F/LEFT/WAITING_FOR_SEAT_EVENT) P17(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P118(29A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P42(30E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P162(29D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P66(27E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P176(24C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P83(23A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P198(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P174(22C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P202(21B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P63(23F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P186(23C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P124(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P52(17D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P155(24B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P180(23D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P113(22B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P127(16C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P154(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P94(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P29(21E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P11(22A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P44(8C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P107(7A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P15(11B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P21(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P145(14A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P152(11C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 2108 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 74 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 2 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 2108 Rear-boundary failures: 1 Middle-bank reservation failures: 2 Active-event deferrals: 1271 Simultaneous arbitration losses: 1655 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[74]: P74(30F/LEFT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P74->30F(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P74{seat=30F,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=45,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 30 Current unavailable yield tiles: 30 Current yield-tile occupants: 74 Final row-event chain: 0|74 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 4 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3898\nPrecedence substitutions made: 0\nDependency chains followed: 3757\nBlocked by waiting-row occupant: 3757\nSubstituted events started: 2\nOccupied-space rejections: 3764\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 19 | standardDataset=204/204 (100.00%) | rearBoundaryRiskFirstDataset=133/204 (65.20%) | seatedDelta=-71 | completionDelta=-34.80% | outsideDelta=+39 | clustersDetected=3 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | rearBoundaryRiskFirstWorse=true | standardFamily=COMPLETE_CABIN | rearBoundaryRiskFirstFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 31 REAR-BOUNDARY RISK-FIRST ADMISSION ============================================================ Date/Time: 2026-07-17 00:37:27 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2483790101901 Scenario number: 20 Scenario seed: -3120626020480712784 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1021 Passengers seated: 282/282 Average waiting ticks: 465.56 Longest waiting passenger: P15->21F(LEFT) Longest waiting ticks: 973 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: LEFT:tiles6-11:occupied=4:anchor=P39:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 26 Regions dissolved: 1 Repeated reconstructions avoided: 26 Largest region lifetime: 27 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=27 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2245 Maximum occupied tiles: 12 Seat events: 144 Single-blocker events: 42 Multiple-blocker events: 16 Temporary aisle reoccupations: 74 RIGHT AISLE ----------- Total moves: 2149 Maximum occupied tiles: 12 Seat events: 138 Single-blocker events: 37 Multiple-blocker events: 22 Temporary aisle reoccupations: 81 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 97 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5529 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6817 Total stationary ticks: 135892 Seat-event requests: 296 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 658 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 658 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 31 REAR-BOUNDARY RISK-FIRST ADMISSION ============================================================ Date/Time: 2026-07-17 00:37:27 Experiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET Frozen architecture enabled: true Experiment seed: 2483790101901 Scenario number: 20 Scenario seed: -3120626020480712784 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: REAR_BOUNDARY_RISK_FIRST_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2028 Passengers seated: 107/282 Average waiting ticks: 985.75 Longest waiting passenger: P1->15D(LEFT) Longest waiting ticks: 2028 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 30 Cluster candidates evaluated: 30 Executable cluster candidates: 0 Rejected cluster candidates: 30 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 32 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:result=LOWER_HIERARCHICAL_PRIORITY_DEFERRED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 3866 Regions dissolved: 0 Repeated reconstructions avoided: 3866 Largest region lifetime: 1941 Maximum simultaneous active regions: 2 Regions active at termination: 2 Last lifecycle event: UPDATE:R2:age=1927:occupied=32 Confirmation deferral ticks: 3 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1804 State changes reopening evaluation: 28 Region priority competitions: 1652 Regions ranked: 3304 Hierarchical selections: 1652 Lower-priority evaluations deferred: 1603 Highest selected priority score: 35310 Left/right priority wins: 1652/0 Priority ties: 1401 Last priority decision: LEFT:R1:score=35310 | RIGHT:R2:score=35310 | selected=LEFT LEFT AISLE ---------- Total moves: 920 Maximum occupied tiles: 32 Seat events: 36 Single-blocker events: 4 Multiple-blocker events: 1 Temporary aisle reoccupations: 6 RIGHT AISLE ----------- Total moves: 1443 Maximum occupied tiles: 32 Seat events: 71 Single-blocker events: 15 Multiple-blocker events: 2 Temporary aisle reoccupations: 19 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1622 Reservations granted: 1622 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 111 Remaining moving in aisle: 58 Remaining waiting at row: 6 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 97355 Longest unresolved passenger ID: 1 Longest unresolved row: 15 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 31 Longest dependency chain: P164(18B/LEFT) -> P175(11C/LEFT) -> P144(10A/LEFT) -> P205(8F/LEFT) -> P122(23A/LEFT) -> P73(27C/LEFT) -> P214(29B/LEFT) -> P64(22C/LEFT) -> P99(28F/LEFT) -> P9(29A/LEFT) -> P27(24D/LEFT) -> P178(19C/LEFT) -> P4(17C/LEFT) -> P169(16B/LEFT) -> P40(24C/LEFT) -> P30(17B/LEFT) -> P162(28A/LEFT) -> P10(21C/LEFT) -> P45(22A/LEFT) -> P173(25A/LEFT) -> P213(22D/LEFT) -> P225(29C/LEFT) -> P161(27E/LEFT) -> P127(30B/LEFT) -> P198(26D/LEFT) -> P245(27F/LEFT) -> P5(28E/LEFT) -> P132(31A/LEFT) -> P48(32D/LEFT) -> P270(32F/LEFT) -> P11(31B/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 164 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 58 Total blocked ticks: 110590 Total stationary ticks: 376888 Seat-event requests: 3554 Failed seat-event starts: 3447 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 11 Critical blocker identity: P11->31B(LEFT) Direct fan-out: 1 Total indirect descendants: 30 Critical tree size including blocker: 31 Critical tree depth: 31 Frozen internal components: 6 Terminal WAITING_FOR_SEAT_EVENT nodes: 6 Unresolved internal passengers: 64 Unresolved outside passengers: 111 Unresolved internal passengers outside critical tree: 33 Critical blocker tree: P11(31B/LEFT/WAITING_FOR_SEAT_EVENT) P270(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P48(32D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P132(31A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P5(28E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P245(27F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P198(26D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P127(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P161(27E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P225(29C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P213(22D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P173(25A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P45(22A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P10(21C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P162(28A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P30(17B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P40(24C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P169(16B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P4(17C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P178(19C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P27(24D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P9(29A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P99(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P64(22C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P214(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P73(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P122(23A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P205(8F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P144(10A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P175(11C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P164(18B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 3359 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 32 Critical blocker unavailable yield tiles: 32 Critical blocker yield-tile occupants: 111 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 5 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 3359 Rear-boundary failures: 88 Middle-bank reservation failures: 0 Active-event deferrals: 1022 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[111]: P111(32B/LEFT/WAITING_AT_ROW@tile32) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P111->32B(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P111{seat=32B,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=32,directBlocker=-1,lastMoveTick=65,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 32 Current unavailable yield tiles: 32 Current yield-tile occupants: 111 Final row-event chain: 11|111 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 6 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3554\nPrecedence substitutions made: 0\nDependency chains followed: 1898\nBlocked by waiting-row occupant: 1898\nSubstituted events started: 0\nOccupied-space rejections: 3445\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 20 | standardDataset=282/282 (100.00%) | rearBoundaryRiskFirstDataset=107/282 (37.94%) | seatedDelta=-175 | completionDelta=-62.06% | outsideDelta=+111 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | rearBoundaryRiskFirstWorse=true | standardFamily=COMPLETE_CABIN | rearBoundaryRiskFirstFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 31 REAR-BOUNDARY RISK-FIRST ADMISSION ============================================================ Date/Time: 2026-07-17 00:37:27 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2483790101901 Scenario number: 21 Scenario seed: 7226640445269499815 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.78% Blocker-prone seat share (topology component): 59.57% Aisle-assignment balance: 95.06% OUTCOME ------- Status: SUCCESS Completed ticks: 1203 Passengers seated: 324/324 Average waiting ticks: 539.65 Longest waiting passenger: P122->15A(LEFT) Longest waiting ticks: 1156 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: LEFT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 44 Regions dissolved: 3 Repeated reconstructions avoided: 44 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=23 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3086 Maximum occupied tiles: 15 Seat events: 170 Single-blocker events: 45 Multiple-blocker events: 27 Temporary aisle reoccupations: 104 RIGHT AISLE ----------- Total moves: 2690 Maximum occupied tiles: 13 Seat events: 154 Single-blocker events: 43 Multiple-blocker events: 23 Temporary aisle reoccupations: 89 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 144 Reservations granted: 142 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7074 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8690 Total stationary ticks: 180878 Seat-event requests: 342 Failed seat-event starts: 18 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 823 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 18 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 823 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 343\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 6\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 31 REAR-BOUNDARY RISK-FIRST ADMISSION ============================================================ Date/Time: 2026-07-17 00:37:27 Experiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET Frozen architecture enabled: true Experiment seed: 2483790101901 Scenario number: 21 Scenario seed: 7226640445269499815 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: REAR_BOUNDARY_RISK_FIRST_DATASET Row-zone concentration (diagnostic control): 27.78% Blocker-prone seat share (topology component): 59.57% Aisle-assignment balance: 95.06% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2187 Passengers seated: 109/324 Average waiting ticks: 1143.56 Longest waiting passenger: P1->6I(RIGHT) Longest waiting ticks: 2187 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 33 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 36 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=LOWER_HIERARCHICAL_PRIORITY_DEFERRED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 4199 Regions dissolved: 0 Repeated reconstructions avoided: 4199 Largest region lifetime: 2133 Maximum simultaneous active regions: 2 Regions active at termination: 2 Last lifecycle event: UPDATE:R1:age=2133:occupied=35 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 2023 State changes reopening evaluation: 31 Region priority competitions: 1751 Regions ranked: 3502 Hierarchical selections: 1751 Lower-priority evaluations deferred: 1681 Highest selected priority score: 39710 Left/right priority wins: 1491/260 Priority ties: 3 Last priority decision: LEFT:R2:score=39710 | RIGHT:R1:score=38610 | selected=LEFT LEFT AISLE ---------- Total moves: 1924 Maximum occupied tiles: 36 Seat events: 89 Single-blocker events: 17 Multiple-blocker events: 3 Temporary aisle reoccupations: 23 RIGHT AISLE ----------- Total moves: 838 Maximum occupied tiles: 35 Seat events: 20 Single-blocker events: 1 Multiple-blocker events: 0 Temporary aisle reoccupations: 1 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 3791 Reservations granted: 3787 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 144 Remaining moving in aisle: 69 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 127399 Longest unresolved passenger ID: 1 Longest unresolved row: 6 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 36 Longest dependency chain: P161(6C/LEFT) -> P64(28A/LEFT) -> P246(23C/LEFT) -> P88(16D/LEFT) -> P201(34G/LEFT) -> P185(11A/LEFT) -> P268(34B/LEFT) -> P6(21A/LEFT) -> P112(14C/LEFT) -> P203(20E/LEFT) -> P319(27B/LEFT) -> P82(19G/LEFT) -> P219(18F/LEFT) -> P191(23B/LEFT) -> P195(28F/LEFT) -> P69(25A/LEFT) -> P257(32G/LEFT) -> P177(19A/LEFT) -> P249(31F/LEFT) -> P321(28B/LEFT) -> P74(23A/LEFT) -> P302(25B/LEFT) -> P247(33D/LEFT) -> P53(30A/LEFT) -> P318(32B/LEFT) -> P180(34E/LEFT) -> P72(31B/LEFT) -> P0(29C/LEFT) -> P2(31A/LEFT) -> P279(31D/LEFT) -> P110(32A/LEFT) -> P293(33G/LEFT) -> P102(36B/LEFT) -> P238(36C/LEFT) -> P164(36F/LEFT) -> P101(36G/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 161 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 69 Total blocked ticks: 134306 Total stationary ticks: 499822 Seat-event requests: 3852 Failed seat-event starts: 3743 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 101 Critical blocker identity: P101->36G(LEFT) Direct fan-out: 1 Total indirect descendants: 35 Critical tree size including blocker: 36 Critical tree depth: 36 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 71 Unresolved outside passengers: 144 Unresolved internal passengers outside critical tree: 35 Critical blocker tree: P101(36G/LEFT/WAITING_FOR_SEAT_EVENT) P164(36F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P238(36C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P102(36B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P293(33G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P110(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P279(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P2(31A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P0(29C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P72(31B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P180(34E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P318(32B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P53(30A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P247(33D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P302(25B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P74(23A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P321(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P249(31F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P177(19A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P257(32G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P69(25A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P195(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P191(23B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P219(18F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P82(19G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P319(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P203(20E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P112(14C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P6(21A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P268(34B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P185(11A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P201(34G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P88(16D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P246(23C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P64(28A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P161(6C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 3743 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 1 Critical blocker required yield tiles: 37 Critical blocker unavailable yield tiles: 37 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 0 Rear-boundary failures: 3743 Middle-bank reservation failures: 4 Active-event deferrals: 629 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 1 Current required yield tiles: 37 Current unavailable yield tiles: 37 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3857\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 21 | standardDataset=324/324 (100.00%) | rearBoundaryRiskFirstDataset=109/324 (33.64%) | seatedDelta=-215 | completionDelta=-66.36% | outsideDelta=+144 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | rearBoundaryRiskFirstWorse=true | standardFamily=COMPLETE_CABIN | rearBoundaryRiskFirstFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 31 REAR-BOUNDARY RISK-FIRST ADMISSION ============================================================ Date/Time: 2026-07-17 00:37:27 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2483790101901 Scenario number: 22 Scenario seed: -290083444823544385 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.89% Blocker-prone seat share (topology component): 74.56% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 833 Passengers seated: 228/228 Average waiting ticks: 386.57 Longest waiting passenger: P103->15C(LEFT) Longest waiting ticks: 787 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 22 Regions dissolved: 1 Repeated reconstructions avoided: 22 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=23 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1716 Maximum occupied tiles: 13 Seat events: 114 Single-blocker events: 32 Multiple-blocker events: 9 Temporary aisle reoccupations: 52 RIGHT AISLE ----------- Total moves: 1617 Maximum occupied tiles: 11 Seat events: 114 Single-blocker events: 37 Multiple-blocker events: 10 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 122 Reservations granted: 122 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3783 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4932 Total stationary ticks: 91209 Seat-event requests: 238 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 615 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 615 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 238\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 31 REAR-BOUNDARY RISK-FIRST ADMISSION ============================================================ Date/Time: 2026-07-17 00:37:27 Experiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET Frozen architecture enabled: true Experiment seed: 2483790101901 Scenario number: 22 Scenario seed: -290083444823544385 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: REAR_BOUNDARY_RISK_FIRST_DATASET Row-zone concentration (diagnostic control): 32.89% Blocker-prone seat share (topology component): 74.56% Aisle-assignment balance: 100.00% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2276 Passengers seated: 198/228 Average waiting ticks: 403.16 Longest waiting passenger: P154->28E(LEFT) Longest waiting ticks: 2226 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 22 Cluster candidates evaluated: 22 Executable cluster candidates: 0 Rejected cluster candidates: 22 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 20 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 4276 Regions dissolved: 2 Repeated reconstructions avoided: 4276 Largest region lifetime: 2178 Maximum simultaneous active regions: 3 Regions active at termination: 2 Last lifecycle event: UPDATE:R1:age=2178:occupied=20 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1798 State changes reopening evaluation: 20 Region priority competitions: 1606 Regions ranked: 3212 Hierarchical selections: 1606 Lower-priority evaluations deferred: 1574 Highest selected priority score: 22110 Left/right priority wins: 1/1605 Priority ties: 0 Last priority decision: LEFT:R2:score=11110 | RIGHT:R1:score=22110 | selected=RIGHT LEFT AISLE ---------- Total moves: 1700 Maximum occupied tiles: 18 Seat events: 104 Single-blocker events: 29 Multiple-blocker events: 6 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1529 Maximum occupied tiles: 20 Seat events: 94 Single-blocker events: 26 Multiple-blocker events: 7 Temporary aisle reoccupations: 41 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 3578 Reservations granted: 3577 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 26 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 44036 Longest unresolved passenger ID: 58 Longest unresolved row: 30 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 19 Longest dependency chain: P187(13C/RIGHT) -> P165(25E/RIGHT) -> P94(26E/RIGHT) -> P149(22E/RIGHT) -> P157(20G/RIGHT) -> P177(18E/RIGHT) -> P74(26D/RIGHT) -> P176(26G/RIGHT) -> P75(22H/RIGHT) -> P25(23G/RIGHT) -> P48(27D/RIGHT) -> P223(28H/RIGHT) -> P60(25H/RIGHT) -> P79(26H/RIGHT) -> P183(28C/RIGHT) -> P35(27H/RIGHT) -> P0(28G/RIGHT) -> P121(29G/RIGHT) -> P98(29E/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 187 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 26 Total blocked ticks: 56644 Total stationary ticks: 138456 Seat-event requests: 3681 Failed seat-event starts: 3483 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 98 Critical blocker identity: P98->29E(RIGHT) Direct fan-out: 1 Total indirect descendants: 18 Critical tree size including blocker: 19 Critical tree depth: 19 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 30 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 11 Critical blocker tree: P98(29E/RIGHT/WAITING_FOR_SEAT_EVENT) P121(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P0(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P35(27H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P183(28C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P79(26H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P60(25H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P223(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P48(27D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P25(23G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P75(22H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P176(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P74(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P177(18E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P157(20G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P149(22E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P94(26E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P165(25E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P187(13C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 3404 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 95 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 3 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 3404 Rear-boundary failures: 79 Middle-bank reservation failures: 1 Active-event deferrals: 1837 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[95]: P95(30H/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P95->30H(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P95{seat=30H,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=81,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 30 Current unavailable yield tiles: 30 Current yield-tile occupants: 95 Final row-event chain: 98|95 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 4 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3682\nPrecedence substitutions made: 1\nDependency chains followed: 1769\nBlocked by waiting-row occupant: 1769\nSubstituted events started: 2\nOccupied-space rejections: 3404\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 22 | standardDataset=228/228 (100.00%) | rearBoundaryRiskFirstDataset=198/228 (86.84%) | seatedDelta=-30 | completionDelta=-13.16% | outsideDelta=+0 | clustersDetected=4 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | rearBoundaryRiskFirstWorse=true | standardFamily=COMPLETE_CABIN | rearBoundaryRiskFirstFamily=LINKED_ROW_EVENT_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 31 REAR-BOUNDARY RISK-FIRST ADMISSION ============================================================ Date/Time: 2026-07-17 00:37:27 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2483790101901 Scenario number: 23 Scenario seed: -8225500822800074932 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 245 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.84% Blocker-prone seat share (topology component): 65.31% Aisle-assignment balance: 97.96% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2342 Passengers seated: 233/245 Average waiting ticks: 421.04 Longest waiting passenger: P220->28A(LEFT) Longest waiting ticks: 2286 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 14 Cluster candidates evaluated: 27 Executable cluster candidates: 0 Rejected cluster candidates: 27 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 12 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1755 Regions dissolved: 0 Repeated reconstructions avoided: 1755 Largest region lifetime: 1756 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1756:occupied=12 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1584 State changes reopening evaluation: 13 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1950 Maximum occupied tiles: 19 Seat events: 113 Single-blocker events: 27 Multiple-blocker events: 6 Temporary aisle reoccupations: 39 RIGHT AISLE ----------- Total moves: 1843 Maximum occupied tiles: 11 Seat events: 120 Single-blocker events: 31 Multiple-blocker events: 8 Temporary aisle reoccupations: 47 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 82 Reservations granted: 81 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 9 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 14863 Longest unresolved passenger ID: 105 Longest unresolved row: 31 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 9 Longest dependency chain: P68(22A/LEFT) -> P78(22C/LEFT) -> P102(32A/LEFT) -> P25(30F/LEFT) -> P111(29A/LEFT) -> P151(30D/LEFT) -> P17(29E/LEFT) -> P148(32F/LEFT) -> P220(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 68 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 9 Total blocked ticks: 25186 Total stationary ticks: 121439 Seat-event requests: 1839 Failed seat-event starts: 1606 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 220 Critical blocker identity: P220->28A(LEFT) Direct fan-out: 1 Total indirect descendants: 8 Critical tree size including blocker: 9 Critical tree depth: 9 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 12 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P220(28A/LEFT/WAITING_FOR_SEAT_EVENT) P148(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P17(29E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P151(30D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P111(29A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P25(30F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P102(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P78(22C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P68(22A/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1606 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 29 Critical blocker unavailable yield tiles: 29 Critical blocker yield-tile occupants: 105 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1606 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 831 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[105]: P105(31B/LEFT/MOVING_IN_AISLE@tile29) -> P145(30A/LEFT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P145->30A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P105{seat=31B,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=29,directBlocker=145,lastMoveTick=584,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 29 Current unavailable yield tiles: 29 Current yield-tile occupants: 105 Final row-event chain: 220|105|145 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1840\nPrecedence substitutions made: 2\nDependency chains followed: 8\nBlocked by waiting-row occupant: 8\nSubstituted events started: 2\nOccupied-space rejections: 1620\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 31 REAR-BOUNDARY RISK-FIRST ADMISSION ============================================================ Date/Time: 2026-07-17 00:37:27 Experiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET Frozen architecture enabled: true Experiment seed: 2483790101901 Scenario number: 23 Scenario seed: -8225500822800074932 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 245 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: REAR_BOUNDARY_RISK_FIRST_DATASET Row-zone concentration (diagnostic control): 31.84% Blocker-prone seat share (topology component): 65.31% Aisle-assignment balance: 97.96% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2343 Passengers seated: 172/245 Average waiting ticks: 681.77 Longest waiting passenger: P2->18D(LEFT) Longest waiting ticks: 2343 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 39 Cluster candidates evaluated: 39 Executable cluster candidates: 0 Rejected cluster candidates: 39 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 32 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2261 Regions dissolved: 0 Repeated reconstructions avoided: 2261 Largest region lifetime: 2262 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2262:occupied=32 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 2001 State changes reopening evaluation: 38 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1145 Maximum occupied tiles: 32 Seat events: 52 Single-blocker events: 9 Multiple-blocker events: 0 Temporary aisle reoccupations: 9 RIGHT AISLE ----------- Total moves: 1843 Maximum occupied tiles: 13 Seat events: 120 Single-blocker events: 29 Multiple-blocker events: 7 Temporary aisle reoccupations: 43 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 59 Reservations granted: 59 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 41 Remaining moving in aisle: 30 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 60869 Longest unresolved passenger ID: 2 Longest unresolved row: 18 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 31 Longest dependency chain: P65(14F/LEFT) -> P145(30A/LEFT) -> P139(29F/LEFT) -> P88(26A/LEFT) -> P182(13A/LEFT) -> P73(16A/LEFT) -> P99(8F/LEFT) -> P160(23C/LEFT) -> P28(27F/LEFT) -> P55(13D/LEFT) -> P47(20C/LEFT) -> P94(24D/LEFT) -> P152(17B/LEFT) -> P7(23B/LEFT) -> P101(24F/LEFT) -> P91(29C/LEFT) -> P110(18A/LEFT) -> P26(25C/LEFT) -> P181(30B/LEFT) -> P97(27B/LEFT) -> P23(24A/LEFT) -> P232(28C/LEFT) -> P107(29D/LEFT) -> P212(27A/LEFT) -> P202(30C/LEFT) -> P163(27D/LEFT) -> P176(28F/LEFT) -> P190(29B/LEFT) -> P102(32A/LEFT) -> P148(32F/LEFT) -> P105(31B/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 65 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 30 Total blocked ticks: 69268 Total stationary ticks: 230599 Seat-event requests: 2218 Failed seat-event starts: 2046 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 105 Critical blocker identity: P105->31B(LEFT) Direct fan-out: 1 Total indirect descendants: 30 Critical tree size including blocker: 31 Critical tree depth: 31 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 32 Unresolved outside passengers: 41 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P105(31B/LEFT/WAITING_FOR_SEAT_EVENT) P148(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P102(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P190(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P176(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P163(27D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P202(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P212(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P107(29D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P232(28C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P23(24A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P97(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P181(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P26(25C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P110(18A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P91(29C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P101(24F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P7(23B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P152(17B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P94(24D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P47(20C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P55(13D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P28(27F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P160(23C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P99(8F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P73(16A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P182(13A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P88(26A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P139(29F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P145(30A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P65(14F/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 2045 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 32 Critical blocker unavailable yield tiles: 32 Critical blocker yield-tile occupants: 38 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 2045 Rear-boundary failures: 1 Middle-bank reservation failures: 0 Active-event deferrals: 684 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[38]: P38(32E/LEFT/WAITING_AT_ROW@tile32) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P38->32E(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P38{seat=32E,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=32,directBlocker=-1,lastMoveTick=75,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 32 Current unavailable yield tiles: 32 Current yield-tile occupants: 38 Final row-event chain: 105|38 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2218\nPrecedence substitutions made: 1\nDependency chains followed: 2044\nBlocked by waiting-row occupant: 2044\nSubstituted events started: 2\nOccupied-space rejections: 2045\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 23 | standardDataset=233/245 (95.10%) | rearBoundaryRiskFirstDataset=172/245 (70.20%) | seatedDelta=-61 | completionDelta=-24.90% | outsideDelta=+41 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | rearBoundaryRiskFirstWorse=true | standardFamily=MOVING_PASSENGER_YIELD_CHAIN | rearBoundaryRiskFirstFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 31 REAR-BOUNDARY RISK-FIRST ADMISSION ============================================================ Date/Time: 2026-07-17 00:37:27 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2483790101901 Scenario number: 24 Scenario seed: -6371307632350716796 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.05% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 98.02% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2775 Passengers seated: 339/353 Average waiting ticks: 591.21 Longest waiting passenger: P155->34G(LEFT) Longest waiting ticks: 2701 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 7 Clusters detected: 7 Activations without intervention: 12 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 14 Selected release potential total: 3 Last cluster decision: LEFT:region=R5:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 7 Region updates: 1943 Regions dissolved: 6 Repeated reconstructions avoided: 1943 Largest region lifetime: 1836 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R5:age=1836:occupied=14 Confirmation deferral ticks: 9 Regions reaching confirmation: 2 Regions dissolved before confirmation: 5 Unchanged-state evaluations suppressed: 1692 State changes reopening evaluation: 10 Region priority competitions: 2 Regions ranked: 4 Hierarchical selections: 2 Lower-priority evaluations deferred: 1 Highest selected priority score: 8854 Left/right priority wins: 2/0 Priority ties: 0 Last priority decision: LEFT:R5:score=8854 | RIGHT:R6:score=4415 | selected=LEFT LEFT AISLE ---------- Total moves: 2999 Maximum occupied tiles: 19 Seat events: 159 Single-blocker events: 44 Multiple-blocker events: 20 Temporary aisle reoccupations: 88 RIGHT AISLE ----------- Total moves: 3119 Maximum occupied tiles: 14 Seat events: 180 Single-blocker events: 42 Multiple-blocker events: 25 Temporary aisle reoccupations: 94 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1863 Reservations granted: 1862 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 13 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 23102 Longest unresolved passenger ID: 42 Longest unresolved row: 36 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 14 Longest dependency chain: P232(26B/LEFT) -> P214(29A/LEFT) -> P36(35G/LEFT) -> P130(25F/LEFT) -> P156(30C/LEFT) -> P333(35C/LEFT) -> P112(32C/LEFT) -> P349(33E/LEFT) -> P21(34A/LEFT) -> P299(32B/LEFT) -> P28(36C/LEFT) -> P231(34C/LEFT) -> P42(36D/LEFT) -> P155(34G/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 232 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 13 Total blocked ticks: 33532 Total stationary ticks: 237551 Seat-event requests: 2072 Failed seat-event starts: 1733 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 155 Critical blocker identity: P155->34G(LEFT) Direct fan-out: 1 Total indirect descendants: 13 Critical tree size including blocker: 14 Critical tree depth: 14 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 14 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P155(34G/LEFT/WAITING_FOR_SEAT_EVENT) P42(36D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P231(34C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P28(36C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P299(32B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P21(34A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P349(33E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P112(32C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P333(35C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P156(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P130(25F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P36(35G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P214(29A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P232(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1706 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 3 Critical blocker required yield tiles: 35|36|37 Critical blocker unavailable yield tiles: 37 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 27 Rear-boundary failures: 1706 Middle-bank reservation failures: 1 Active-event deferrals: 1032 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 35|36|37 Current unavailable yield tiles: 37 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2072\nPrecedence substitutions made: 4\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 6\nOccupied-space rejections: 34\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 31 REAR-BOUNDARY RISK-FIRST ADMISSION ============================================================ Date/Time: 2026-07-17 00:37:27 Experiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET Frozen architecture enabled: true Experiment seed: 2483790101901 Scenario number: 24 Scenario seed: -6371307632350716796 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: REAR_BOUNDARY_RISK_FIRST_DATASET Row-zone concentration (diagnostic control): 28.05% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 98.02% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2721 Passengers seated: 217/353 Average waiting ticks: 1110.48 Longest waiting passenger: P0->7H(RIGHT) Longest waiting ticks: 2721 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 36 Cluster candidates evaluated: 36 Executable cluster candidates: 0 Rejected cluster candidates: 36 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 36 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 2686 Regions dissolved: 1 Repeated reconstructions avoided: 2686 Largest region lifetime: 2655 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2655:occupied=36 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 2431 State changes reopening evaluation: 35 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3065 Maximum occupied tiles: 16 Seat events: 173 Single-blocker events: 47 Multiple-blocker events: 17 Temporary aisle reoccupations: 83 RIGHT AISLE ----------- Total moves: 1173 Maximum occupied tiles: 36 Seat events: 44 Single-blocker events: 2 Multiple-blocker events: 1 Temporary aisle reoccupations: 4 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 95 Reservations granted: 95 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 100 Remaining moving in aisle: 34 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 83527 Longest unresolved passenger ID: 0 Longest unresolved row: 7 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 35 Longest dependency chain: P218(33G/RIGHT) -> P160(27J/RIGHT) -> P100(15E/RIGHT) -> P257(34E/RIGHT) -> P86(20E/RIGHT) -> P89(31I/RIGHT) -> P186(16H/RIGHT) -> P267(17F/RIGHT) -> P247(20D/RIGHT) -> P55(26H/RIGHT) -> P336(13E/RIGHT) -> P165(23E/RIGHT) -> P238(18E/RIGHT) -> P146(33F/RIGHT) -> P128(31F/RIGHT) -> P33(20I/RIGHT) -> P283(24H/RIGHT) -> P320(29D/RIGHT) -> P96(25I/RIGHT) -> P43(23I/RIGHT) -> P59(28I/RIGHT) -> P285(32H/RIGHT) -> P149(25E/RIGHT) -> P147(30J/RIGHT) -> P2(27I/RIGHT) -> P16(31J/RIGHT) -> P11(29J/RIGHT) -> P49(32D/RIGHT) -> P65(31E/RIGHT) -> P258(33H/RIGHT) -> P325(36J/RIGHT) -> P115(35H/RIGHT) -> P116(36I/RIGHT) -> P90(36H/RIGHT) -> P308(35J/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 218 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 34 Total blocked ticks: 94386 Total stationary ticks: 479490 Seat-event requests: 2693 Failed seat-event starts: 2476 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 308 Critical blocker identity: P308->35J(RIGHT) Direct fan-out: 1 Total indirect descendants: 34 Critical tree size including blocker: 35 Critical tree depth: 35 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 36 Unresolved outside passengers: 100 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P308(35J/RIGHT/WAITING_FOR_SEAT_EVENT) P90(36H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P116(36I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P115(35H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P325(36J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P258(33H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P65(31E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P49(32D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P11(29J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P16(31J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P2(27I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P147(30J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P149(25E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P285(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P59(28I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P43(23I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P96(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P320(29D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P283(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P33(20I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P128(31F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P146(33F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P238(18E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P165(23E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P336(13E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P55(26H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P247(20D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P267(17F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P186(16H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P89(31I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P86(20E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P257(34E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P100(15E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P160(27J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P218(33G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 2476 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 36 Critical blocker unavailable yield tiles: 36 Critical blocker yield-tile occupants: 202 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 2476 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 759 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[202]: P202(36F/RIGHT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P202->36F(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P202{seat=36F,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=60,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 36 Current unavailable yield tiles: 36 Current yield-tile occupants: 202 Final row-event chain: 308|202 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2693\nPrecedence substitutions made: 1\nDependency chains followed: 2472\nBlocked by waiting-row occupant: 2472\nSubstituted events started: 0\nOccupied-space rejections: 2480\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 24 | standardDataset=339/353 (96.03%) | rearBoundaryRiskFirstDataset=217/353 (61.47%) | seatedDelta=-122 | completionDelta=-34.56% | outsideDelta=+100 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | rearBoundaryRiskFirstWorse=true | standardFamily=REAR_BOUNDARY_LOCK | rearBoundaryRiskFirstFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 31 REAR-BOUNDARY RISK-FIRST ADMISSION ============================================================ Date/Time: 2026-07-17 00:37:27 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2483790101901 Scenario number: 25 Scenario seed: 375486067691895290 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 245 Occupancy: 85% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.43% Blocker-prone seat share (topology component): 64.90% Aisle-assignment balance: 96.33% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2361 Passengers seated: 238/245 Average waiting ticks: 404.02 Longest waiting passenger: P17->31F(LEFT) Longest waiting ticks: 2301 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 7 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 7 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1636 Regions dissolved: 0 Repeated reconstructions avoided: 1636 Largest region lifetime: 1637 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1637:occupied=7 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1537 State changes reopening evaluation: 6 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1922 Maximum occupied tiles: 14 Seat events: 120 Single-blocker events: 30 Multiple-blocker events: 9 Temporary aisle reoccupations: 48 RIGHT AISLE ----------- Total moves: 1836 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 30 Multiple-blocker events: 5 Temporary aisle reoccupations: 40 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1648 Reservations granted: 1648 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 6 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 9896 Longest unresolved passenger ID: 13 Longest unresolved row: 32 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 7 Longest dependency chain: P115(28B/LEFT) -> P30(30C/LEFT) -> P0(30D/LEFT) -> P149(31B/LEFT) -> P83(32B/LEFT) -> P13(32D/LEFT) -> P17(31F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 115 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 6 Total blocked ticks: 16708 Total stationary ticks: 112322 Seat-event requests: 1809 Failed seat-event starts: 1571 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 17 Critical blocker identity: P17->31F(LEFT) Direct fan-out: 1 Total indirect descendants: 6 Critical tree size including blocker: 7 Critical tree depth: 7 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 7 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P17(31F/LEFT/WAITING_FOR_SEAT_EVENT) P13(32D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P83(32B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P149(31B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P0(30D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P30(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P115(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1564 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 32|33 Critical blocker unavailable yield tiles: 33 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 7 Rear-boundary failures: 1564 Middle-bank reservation failures: 0 Active-event deferrals: 572 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 32|33 Current unavailable yield tiles: 33 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1809\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 31 REAR-BOUNDARY RISK-FIRST ADMISSION ============================================================ Date/Time: 2026-07-17 00:37:27 Experiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET Frozen architecture enabled: true Experiment seed: 2483790101901 Scenario number: 25 Scenario seed: 375486067691895290 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 245 Occupancy: 85% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: REAR_BOUNDARY_RISK_FIRST_DATASET Row-zone concentration (diagnostic control): 31.43% Blocker-prone seat share (topology component): 64.90% Aisle-assignment balance: 96.33% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2330 Passengers seated: 204/245 Average waiting ticks: 465.36 Longest waiting passenger: P0->30D(LEFT) Longest waiting ticks: 2330 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 33 Cluster candidates evaluated: 18 Executable cluster candidates: 0 Rejected cluster candidates: 18 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 30 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2249 Regions dissolved: 0 Repeated reconstructions avoided: 2249 Largest region lifetime: 2250 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2250:occupied=30 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1828 State changes reopening evaluation: 32 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1545 Maximum occupied tiles: 30 Seat events: 86 Single-blocker events: 18 Multiple-blocker events: 2 Temporary aisle reoccupations: 22 RIGHT AISLE ----------- Total moves: 1836 Maximum occupied tiles: 13 Seat events: 118 Single-blocker events: 28 Multiple-blocker events: 5 Temporary aisle reoccupations: 38 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 214 Reservations granted: 214 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 11 Remaining moving in aisle: 28 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 51035 Longest unresolved passenger ID: 0 Longest unresolved row: 30 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 18 Longest dependency chain: P90(16C/LEFT) -> P113(20F/LEFT) -> P23(25E/LEFT) -> P7(6F/LEFT) -> P4(6B/LEFT) -> P77(13D/LEFT) -> P170(23E/LEFT) -> P97(10C/LEFT) -> P58(19E/LEFT) -> P6(13A/LEFT) -> P203(20E/LEFT) -> P12(26C/LEFT) -> P226(14B/LEFT) -> P67(27A/LEFT) -> P28(30F/LEFT) -> P20(22A/LEFT) -> P161(29B/LEFT) -> P159(18A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 90 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 28 Total blocked ticks: 59467 Total stationary ticks: 168064 Seat-event requests: 2073 Failed seat-event starts: 1869 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 159 Critical blocker identity: P159->18A(LEFT) Direct fan-out: 1 Total indirect descendants: 17 Critical tree size including blocker: 18 Critical tree depth: 18 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 30 Unresolved outside passengers: 11 Unresolved internal passengers outside critical tree: 12 Critical blocker tree: P159(18A/LEFT/WAITING_FOR_SEAT_EVENT) P161(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P20(22A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P28(30F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P67(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(14B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P12(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P203(20E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P6(13A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P58(19E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P97(10C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P170(23E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P77(13D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P4(6B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P7(6F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P23(25E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P113(20F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P90(16C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1718 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 19|20 Critical blocker unavailable yield tiles: 20 Critical blocker yield-tile occupants: 112 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1718 Rear-boundary failures: 151 Middle-bank reservation failures: 0 Active-event deferrals: 746 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 12 Yield-occupant trace: yieldOccupant[112]: P112(24D/LEFT/MOVING_IN_AISLE@tile20) -> P244(25A/LEFT/MOVING_IN_AISLE@tile21) -> P177(24C/LEFT/MOVING_IN_AISLE@tile22) -> P180(27F/LEFT/MOVING_IN_AISLE@tile23) -> P140(30A/LEFT/MOVING_IN_AISLE@tile24) -> P40(30E/LEFT/MOVING_IN_AISLE@tile25) -> P136(28A/LEFT/MOVING_IN_AISLE@tile26) -> P211(30B/LEFT/MOVING_IN_AISLE@tile27) -> P149(31B/LEFT/MOVING_IN_AISLE@tile28) -> P83(32B/LEFT/MOVING_IN_AISLE@tile29) -> P13(32D/LEFT/MOVING_IN_AISLE@tile30) -> P17(31F/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P17->31F(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P112{seat=24D,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=20,directBlocker=244,lastMoveTick=559,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 19|20 Current unavailable yield tiles: 20 Current yield-tile occupants: 112 Final row-event chain: 159|112|244|177|180|140|40|136|211|149|83|13|17 Final row-event chain length: 13 Distinct row events in chain: 13 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2073\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 1718\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 25 | standardDataset=238/245 (97.14%) | rearBoundaryRiskFirstDataset=204/245 (83.27%) | seatedDelta=-34 | completionDelta=-13.88% | outsideDelta=+11 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | rearBoundaryRiskFirstWorse=true | standardFamily=REAR_BOUNDARY_LOCK | rearBoundaryRiskFirstFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 31 REAR-BOUNDARY RISK-FIRST ADMISSION ============================================================ Date/Time: 2026-07-17 00:37:27 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2483790101901 Scenario number: 26 Scenario seed: 5895735078861829291 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.78% Blocker-prone seat share (topology component): 59.80% Aisle-assignment balance: 97.39% OUTCOME ------- Status: SUCCESS Completed ticks: 1107 Passengers seated: 306/306 Average waiting ticks: 500.27 Longest waiting passenger: P34->23B(LEFT) Longest waiting ticks: 1067 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 7 Selected release potential total: 8 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 59 Regions dissolved: 3 Repeated reconstructions avoided: 59 Largest region lifetime: 30 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=23 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2760 Maximum occupied tiles: 15 Seat events: 157 Single-blocker events: 40 Multiple-blocker events: 15 Temporary aisle reoccupations: 71 RIGHT AISLE ----------- Total moves: 2560 Maximum occupied tiles: 13 Seat events: 149 Single-blocker events: 38 Multiple-blocker events: 20 Temporary aisle reoccupations: 80 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 130 Reservations granted: 130 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6794 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8487 Total stationary ticks: 159132 Seat-event requests: 329 Failed seat-event starts: 23 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 751 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 23 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 751 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 327\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 5\nOccupied-space rejections: 25\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 31 REAR-BOUNDARY RISK-FIRST ADMISSION ============================================================ Date/Time: 2026-07-17 00:37:27 Experiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET Frozen architecture enabled: true Experiment seed: 2483790101901 Scenario number: 26 Scenario seed: 5895735078861829291 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: REAR_BOUNDARY_RISK_FIRST_DATASET Row-zone concentration (diagnostic control): 27.78% Blocker-prone seat share (topology component): 59.80% Aisle-assignment balance: 97.39% OUTCOME ------- Status: SUCCESS Completed ticks: 1108 Passengers seated: 306/306 Average waiting ticks: 500.68 Longest waiting passenger: P34->23B(LEFT) Longest waiting ticks: 1068 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 25 Regions dissolved: 2 Repeated reconstructions avoided: 25 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2760 Maximum occupied tiles: 14 Seat events: 157 Single-blocker events: 40 Multiple-blocker events: 15 Temporary aisle reoccupations: 71 RIGHT AISLE ----------- Total moves: 2560 Maximum occupied tiles: 16 Seat events: 149 Single-blocker events: 38 Multiple-blocker events: 20 Temporary aisle reoccupations: 80 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 129 Reservations granted: 129 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6819 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8648 Total stationary ticks: 159294 Seat-event requests: 324 Failed seat-event starts: 18 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 857 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 18 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 857 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 323\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 26 | standardDataset=306/306 (100.00%) | rearBoundaryRiskFirstDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | rearBoundaryRiskFirstWorse=false | standardFamily=COMPLETE_CABIN | rearBoundaryRiskFirstFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 31 REAR-BOUNDARY RISK-FIRST ADMISSION ============================================================ Date/Time: 2026-07-17 00:37:27 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2483790101901 Scenario number: 27 Scenario seed: 4963754979760483146 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.75% Blocker-prone seat share (topology component): 67.52% Aisle-assignment balance: 97.81% OUTCOME ------- Status: SUCCESS Completed ticks: 1010 Passengers seated: 274/274 Average waiting ticks: 459.62 Longest waiting passenger: P267->10H(RIGHT) Longest waiting ticks: 953 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles23-25:occupied=3:anchor=P219:selected=P44:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 10 Regions dissolved: 1 Repeated reconstructions avoided: 10 Largest region lifetime: 11 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=11 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2002 Maximum occupied tiles: 14 Seat events: 134 Single-blocker events: 28 Multiple-blocker events: 10 Temporary aisle reoccupations: 48 RIGHT AISLE ----------- Total moves: 2242 Maximum occupied tiles: 15 Seat events: 140 Single-blocker events: 41 Multiple-blocker events: 17 Temporary aisle reoccupations: 75 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 95 Reservations granted: 95 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5204 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6457 Total stationary ticks: 130341 Seat-event requests: 286 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 603 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 603 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 285\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 31 REAR-BOUNDARY RISK-FIRST ADMISSION ============================================================ Date/Time: 2026-07-17 00:37:27 Experiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET Frozen architecture enabled: true Experiment seed: 2483790101901 Scenario number: 27 Scenario seed: 4963754979760483146 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: REAR_BOUNDARY_RISK_FIRST_DATASET Row-zone concentration (diagnostic control): 31.75% Blocker-prone seat share (topology component): 67.52% Aisle-assignment balance: 97.81% OUTCOME ------- Status: SUCCESS Completed ticks: 1009 Passengers seated: 274/274 Average waiting ticks: 461.28 Longest waiting passenger: P267->10H(RIGHT) Longest waiting ticks: 957 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles23-25:occupied=3:anchor=P219:selected=P44:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 10 Regions dissolved: 1 Repeated reconstructions avoided: 10 Largest region lifetime: 11 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=11 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2002 Maximum occupied tiles: 13 Seat events: 134 Single-blocker events: 28 Multiple-blocker events: 10 Temporary aisle reoccupations: 48 RIGHT AISLE ----------- Total moves: 2242 Maximum occupied tiles: 14 Seat events: 140 Single-blocker events: 41 Multiple-blocker events: 17 Temporary aisle reoccupations: 75 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 95 Reservations granted: 95 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5434 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6742 Total stationary ticks: 131034 Seat-event requests: 287 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 644 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 1 Middle-bank reservation failures: 0 Active-event deferrals: 644 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 286\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 5\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 27 | standardDataset=274/274 (100.00%) | rearBoundaryRiskFirstDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | rearBoundaryRiskFirstWorse=false | standardFamily=COMPLETE_CABIN | rearBoundaryRiskFirstFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 31 REAR-BOUNDARY RISK-FIRST ADMISSION ============================================================ Date/Time: 2026-07-17 00:37:27 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2483790101901 Scenario number: 28 Scenario seed: 3616691679418929439 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 99.57% OUTCOME ------- Status: SUCCESS Completed ticks: 832 Passengers seated: 235/235 Average waiting ticks: 385.17 Longest waiting passenger: P184->4A(LEFT) Longest waiting ticks: 784 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 39 Regions dissolved: 2 Repeated reconstructions avoided: 39 Largest region lifetime: 28 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1688 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 25 Multiple-blocker events: 10 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1710 Maximum occupied tiles: 14 Seat events: 117 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 53 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 128 Reservations granted: 128 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4198 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5301 Total stationary ticks: 94008 Seat-event requests: 246 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 559 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 559 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 246\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 31 REAR-BOUNDARY RISK-FIRST ADMISSION ============================================================ Date/Time: 2026-07-17 00:37:27 Experiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET Frozen architecture enabled: true Experiment seed: 2483790101901 Scenario number: 28 Scenario seed: 3616691679418929439 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: REAR_BOUNDARY_RISK_FIRST_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 1957 Passengers seated: 106/235 Average waiting ticks: 770.56 Longest waiting passenger: P1->21B(LEFT) Longest waiting ticks: 1957 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 40 Cluster candidates evaluated: 25 Executable cluster candidates: 0 Rejected cluster candidates: 25 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 30 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:result=LOWER_HIERARCHICAL_PRIORITY_DEFERRED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 3632 Regions dissolved: 0 Repeated reconstructions avoided: 3632 Largest region lifetime: 1873 Maximum simultaneous active regions: 2 Regions active at termination: 2 Last lifecycle event: UPDATE:R2:age=1761:occupied=29 Confirmation deferral ticks: 3 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1670 State changes reopening evaluation: 38 Region priority competitions: 1587 Regions ranked: 3174 Hierarchical selections: 1587 Lower-priority evaluations deferred: 1565 Highest selected priority score: 33110 Left/right priority wins: 1587/0 Priority ties: 0 Last priority decision: LEFT:R1:score=33110 | RIGHT:R2:score=32010 | selected=LEFT LEFT AISLE ---------- Total moves: 936 Maximum occupied tiles: 30 Seat events: 46 Single-blocker events: 5 Multiple-blocker events: 2 Temporary aisle reoccupations: 9 RIGHT AISLE ----------- Total moves: 1112 Maximum occupied tiles: 29 Seat events: 60 Single-blocker events: 8 Multiple-blocker events: 3 Temporary aisle reoccupations: 14 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 3266 Reservations granted: 3261 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 70 Remaining moving in aisle: 55 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 89821 Longest unresolved passenger ID: 1 Longest unresolved row: 21 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 29 Longest dependency chain: P126(21E/RIGHT) -> P230(16F/RIGHT) -> P140(18E/RIGHT) -> P132(25G/RIGHT) -> P158(23E/RIGHT) -> P185(21G/RIGHT) -> P225(20G/RIGHT) -> P164(18H/RIGHT) -> P102(15H/RIGHT) -> P91(19H/RIGHT) -> P191(17C/RIGHT) -> P198(27C/RIGHT) -> P127(14G/RIGHT) -> P117(26G/RIGHT) -> P66(26E/RIGHT) -> P106(23H/RIGHT) -> P210(27F/RIGHT) -> P109(24C/RIGHT) -> P179(27D/RIGHT) -> P19(21C/RIGHT) -> P42(22G/RIGHT) -> P204(23G/RIGHT) -> P41(27G/RIGHT) -> P89(28E/RIGHT) -> P18(26D/RIGHT) -> P202(28G/RIGHT) -> P211(28H/RIGHT) -> P178(30D/RIGHT) -> P23(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 126 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 55 Total blocked ticks: 99022 Total stationary ticks: 272294 Seat-event requests: 3413 Failed seat-event starts: 3307 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 23 Critical blocker identity: P23->29C(RIGHT) Direct fan-out: 1 Total indirect descendants: 28 Critical tree size including blocker: 29 Critical tree depth: 29 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 59 Unresolved outside passengers: 70 Unresolved internal passengers outside critical tree: 30 Critical blocker tree: P23(29C/RIGHT/WAITING_FOR_SEAT_EVENT) P178(30D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P211(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P202(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P18(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P89(28E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P41(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P204(23G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P42(22G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P19(21C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P179(27D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P109(24C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P210(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P106(23H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P66(26E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P117(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P127(14G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P198(27C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P191(17C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P91(19H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P102(15H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P164(18H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P225(20G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P185(21G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P158(23E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P132(25G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P140(18E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P230(16F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P126(21E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1682 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 3 Critical blocker required yield tiles: 30|31|32 Critical blocker unavailable yield tiles: 31|32 Critical blocker yield-tile occupants: -1|-1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 2 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1625 Rear-boundary failures: 1682 Middle-bank reservation failures: 5 Active-event deferrals: 656 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 30|31|32 Current unavailable yield tiles: 31|32 Current yield-tile occupants: -1|-1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 4 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3419\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 1636\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 28 | standardDataset=235/235 (100.00%) | rearBoundaryRiskFirstDataset=106/235 (45.11%) | seatedDelta=-129 | completionDelta=-54.89% | outsideDelta=+70 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | rearBoundaryRiskFirstWorse=true | standardFamily=COMPLETE_CABIN | rearBoundaryRiskFirstFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 31 REAR-BOUNDARY RISK-FIRST ADMISSION ============================================================ Date/Time: 2026-07-17 00:37:27 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2483790101901 Scenario number: 29 Scenario seed: -8826883297488384080 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 288 Occupancy: 80% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.82% Blocker-prone seat share (topology component): 59.38% Aisle-assignment balance: 97.92% OUTCOME ------- Status: SUCCESS Completed ticks: 1030 Passengers seated: 288/288 Average waiting ticks: 470.73 Longest waiting passenger: P27->14D(RIGHT) Longest waiting ticks: 979 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 17 Regions dissolved: 1 Repeated reconstructions avoided: 17 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=18 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2481 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 39 Multiple-blocker events: 14 Temporary aisle reoccupations: 67 RIGHT AISLE ----------- Total moves: 2474 Maximum occupied tiles: 14 Seat events: 147 Single-blocker events: 35 Multiple-blocker events: 18 Temporary aisle reoccupations: 73 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 119 Reservations granted: 119 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6265 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7752 Total stationary ticks: 140988 Seat-event requests: 303 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 762 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 762 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 6\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 31 REAR-BOUNDARY RISK-FIRST ADMISSION ============================================================ Date/Time: 2026-07-17 00:37:27 Experiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET Frozen architecture enabled: true Experiment seed: 2483790101901 Scenario number: 29 Scenario seed: -8826883297488384080 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 288 Occupancy: 80% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: REAR_BOUNDARY_RISK_FIRST_DATASET Row-zone concentration (diagnostic control): 28.82% Blocker-prone seat share (topology component): 59.38% Aisle-assignment balance: 97.92% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2531 Passengers seated: 279/288 Average waiting ticks: 484.56 Longest waiting passenger: P128->29G(LEFT) Longest waiting ticks: 2467 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 8 Cluster candidates evaluated: 8 Executable cluster candidates: 0 Rejected cluster candidates: 8 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 9 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 2102 Regions dissolved: 1 Repeated reconstructions avoided: 2102 Largest region lifetime: 2091 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2091:occupied=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1643 State changes reopening evaluation: 7 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2470 Maximum occupied tiles: 17 Seat events: 132 Single-blocker events: 36 Multiple-blocker events: 10 Temporary aisle reoccupations: 56 RIGHT AISLE ----------- Total moves: 2474 Maximum occupied tiles: 13 Seat events: 147 Single-blocker events: 34 Multiple-blocker events: 19 Temporary aisle reoccupations: 74 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 330 Reservations granted: 330 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 6 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 11699 Longest unresolved passenger ID: 254 Longest unresolved row: 35 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 5 Longest dependency chain: P140(33D/LEFT) -> P144(33B/LEFT) -> P271(34C/LEFT) -> P254(35A/LEFT) -> P273(35G/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 140 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 6 Total blocked ticks: 24543 Total stationary ticks: 156043 Seat-event requests: 2128 Failed seat-event starts: 1849 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 273 Critical blocker identity: P273->35G(LEFT) Direct fan-out: 1 Total indirect descendants: 4 Critical tree size including blocker: 5 Critical tree depth: 5 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 9 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 4 Critical blocker tree: P273(35G/LEFT/WAITING_FOR_SEAT_EVENT) P254(35A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P271(34C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P144(33B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P140(33D/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1636 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 2 Critical blocker required yield tiles: 36|37 Critical blocker unavailable yield tiles: 37 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1636 Rear-boundary failures: 213 Middle-bank reservation failures: 0 Active-event deferrals: 1318 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 36|37 Current unavailable yield tiles: 37 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2128\nPrecedence substitutions made: 3\nDependency chains followed: 1623\nBlocked by waiting-row occupant: 1623\nSubstituted events started: 4\nOccupied-space rejections: 6515\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 29 | standardDataset=288/288 (100.00%) | rearBoundaryRiskFirstDataset=279/288 (96.88%) | seatedDelta=-9 | completionDelta=-3.13% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | rearBoundaryRiskFirstWorse=true | standardFamily=COMPLETE_CABIN | rearBoundaryRiskFirstFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 31 REAR-BOUNDARY RISK-FIRST ADMISSION ============================================================ Date/Time: 2026-07-17 00:37:27 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2483790101901 Scenario number: 30 Scenario seed: -2340696985577362527 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.29% Blocker-prone seat share (topology component): 76.56% Aisle-assignment balance: 98.96% OUTCOME ------- Status: SUCCESS Completed ticks: 703 Passengers seated: 192/192 Average waiting ticks: 312.82 Longest waiting passenger: P40->2F(LEFT) Longest waiting ticks: 652 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1413 Maximum occupied tiles: 12 Seat events: 97 Single-blocker events: 28 Multiple-blocker events: 11 Temporary aisle reoccupations: 53 RIGHT AISLE ----------- Total moves: 1381 Maximum occupied tiles: 13 Seat events: 95 Single-blocker events: 18 Multiple-blocker events: 5 Temporary aisle reoccupations: 28 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 98 Reservations granted: 96 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3358 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4241 Total stationary ticks: 62759 Seat-event requests: 195 Failed seat-event starts: 3 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 520 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 3 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 520 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 197\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 31 REAR-BOUNDARY RISK-FIRST ADMISSION ============================================================ Date/Time: 2026-07-17 00:37:27 Experiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET Frozen architecture enabled: true Experiment seed: 2483790101901 Scenario number: 30 Scenario seed: -2340696985577362527 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: REAR_BOUNDARY_RISK_FIRST_DATASET Row-zone concentration (diagnostic control): 32.29% Blocker-prone seat share (topology component): 76.56% Aisle-assignment balance: 98.96% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2169 Passengers seated: 138/192 Average waiting ticks: 520.04 Longest waiting passenger: P9->28F(LEFT) Longest waiting ticks: 2169 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 34 Cluster candidates evaluated: 34 Executable cluster candidates: 0 Rejected cluster candidates: 34 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 30 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2115 Regions dissolved: 0 Repeated reconstructions avoided: 2115 Largest region lifetime: 2116 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2116:occupied=30 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1890 State changes reopening evaluation: 33 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 888 Maximum occupied tiles: 30 Seat events: 43 Single-blocker events: 11 Multiple-blocker events: 1 Temporary aisle reoccupations: 13 RIGHT AISLE ----------- Total moves: 1381 Maximum occupied tiles: 13 Seat events: 95 Single-blocker events: 18 Multiple-blocker events: 3 Temporary aisle reoccupations: 24 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1996 Reservations granted: 1993 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 24 Remaining moving in aisle: 28 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 52994 Longest unresolved passenger ID: 9 Longest unresolved row: 28 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 29 Longest dependency chain: P128(4A/LEFT) -> P186(14C/LEFT) -> P165(16B/LEFT) -> P2(18A/LEFT) -> P12(23E/LEFT) -> P86(18F/LEFT) -> P11(19B/LEFT) -> P189(21A/LEFT) -> P112(13A/LEFT) -> P174(24B/LEFT) -> P131(26B/LEFT) -> P109(20E/LEFT) -> P20(16A/LEFT) -> P116(15B/LEFT) -> P73(22A/LEFT) -> P14(26E/LEFT) -> P51(25B/LEFT) -> P130(27A/LEFT) -> P93(23F/LEFT) -> P124(23B/LEFT) -> P28(23C/LEFT) -> P141(27B/LEFT) -> P152(27F/LEFT) -> P171(28E/LEFT) -> P113(26C/LEFT) -> P63(28A/LEFT) -> P135(28D/LEFT) -> P155(29A/LEFT) -> P84(29F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 128 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 28 Total blocked ticks: 59880 Total stationary ticks: 154489 Seat-event requests: 2063 Failed seat-event starts: 1925 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 84 Critical blocker identity: P84->29F(LEFT) Direct fan-out: 1 Total indirect descendants: 28 Critical tree size including blocker: 29 Critical tree depth: 29 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 30 Unresolved outside passengers: 24 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P84(29F/LEFT/WAITING_FOR_SEAT_EVENT) P155(29A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P135(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P63(28A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P113(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P171(28E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P152(27F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P141(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P28(23C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P124(23B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P93(23F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P130(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P51(25B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P14(26E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P73(22A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P116(15B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P20(16A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P109(20E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P131(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P174(24B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P112(13A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P189(21A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P11(19B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P86(18F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P12(23E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P2(18A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P165(16B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P186(14C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P128(4A/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1913 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 30|31 Critical blocker yield-tile occupants: 37|-1 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 12 Rear-boundary failures: 1913 Middle-bank reservation failures: 3 Active-event deferrals: 631 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[37]: P37(30F/LEFT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P37->30F(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: P37{seat=30F,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=46,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 30|31 Current yield-tile occupants: 37|-1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2067\nPrecedence substitutions made: 0\nDependency chains followed: 1926\nBlocked by waiting-row occupant: 1926\nSubstituted events started: 1\nOccupied-space rejections: 1928\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 30 | standardDataset=192/192 (100.00%) | rearBoundaryRiskFirstDataset=138/192 (71.88%) | seatedDelta=-54 | completionDelta=-28.13% | outsideDelta=+24 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | rearBoundaryRiskFirstWorse=true | standardFamily=COMPLETE_CABIN | rearBoundaryRiskFirstFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ************************************************************ BATCH EXPERIMENT SUMMARY RESEARCH EXPERIMENT 31 REAR-BOUNDARY RISK-FIRST ADMISSION ************************************************************ Experiment seed: 2483790101901 Scenarios executed: 60 Successful completions: 27 Incomplete/MAX_TICKS: 33 Average completed ticks: 1702.87 Average waiting ticks: 526.71 ************************************************************ ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 32 REAR-BOUNDARY RISK DISPERSION ============================================================ Date/Time: 2026-07-17 00:48:39 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2583790101901 Scenario number: 1 Scenario seed: 2044768959687953291 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 94.33% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2580 Passengers seated: 277/282 Average waiting ticks: 485.50 Longest waiting passenger: P75->31F(LEFT) Longest waiting ticks: 2503 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 5 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 5 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1655 Regions dissolved: 0 Repeated reconstructions avoided: 1655 Largest region lifetime: 1656 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1656:occupied=5 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1649 State changes reopening evaluation: 4 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1985 Maximum occupied tiles: 10 Seat events: 128 Single-blocker events: 32 Multiple-blocker events: 14 Temporary aisle reoccupations: 60 RIGHT AISLE ----------- Total moves: 2393 Maximum occupied tiles: 11 Seat events: 149 Single-blocker events: 38 Multiple-blocker events: 17 Temporary aisle reoccupations: 72 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1774 Reservations granted: 1772 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 4 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 7105 Longest unresolved passenger ID: 228 Longest unresolved row: 31 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 5 Longest dependency chain: P256(28E/LEFT) -> P161(30B/LEFT) -> P273(32C/LEFT) -> P228(31C/LEFT) -> P75(31F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 256 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 4 Total blocked ticks: 14596 Total stationary ticks: 147767 Seat-event requests: 1964 Failed seat-event starts: 1687 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 75 Critical blocker identity: P75->31F(LEFT) Direct fan-out: 1 Total indirect descendants: 4 Critical tree size including blocker: 5 Critical tree depth: 5 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P75(31F/LEFT/WAITING_FOR_SEAT_EVENT) P228(31C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P273(32C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P161(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P256(28E/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1675 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 32|33 Critical blocker unavailable yield tiles: 33 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 12 Rear-boundary failures: 1675 Middle-bank reservation failures: 2 Active-event deferrals: 585 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 32|33 Current unavailable yield tiles: 33 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1966\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 32 REAR-BOUNDARY RISK DISPERSION ============================================================ Date/Time: 2026-07-17 00:48:40 Experiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2583790101901 Scenario number: 1 Scenario seed: 2044768959687953291 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: REAR_BOUNDARY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 94.33% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2580 Passengers seated: 277/282 Average waiting ticks: 485.48 Longest waiting passenger: P75->31F(LEFT) Longest waiting ticks: 2503 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 5 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 5 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1655 Regions dissolved: 0 Repeated reconstructions avoided: 1655 Largest region lifetime: 1656 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1656:occupied=5 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1649 State changes reopening evaluation: 4 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1985 Maximum occupied tiles: 10 Seat events: 128 Single-blocker events: 32 Multiple-blocker events: 14 Temporary aisle reoccupations: 60 RIGHT AISLE ----------- Total moves: 2393 Maximum occupied tiles: 11 Seat events: 149 Single-blocker events: 38 Multiple-blocker events: 17 Temporary aisle reoccupations: 72 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1774 Reservations granted: 1772 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 4 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 7096 Longest unresolved passenger ID: 228 Longest unresolved row: 31 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 5 Longest dependency chain: P256(28E/LEFT) -> P161(30B/LEFT) -> P273(32C/LEFT) -> P228(31C/LEFT) -> P75(31F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 256 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 4 Total blocked ticks: 14588 Total stationary ticks: 147764 Seat-event requests: 1964 Failed seat-event starts: 1687 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 75 Critical blocker identity: P75->31F(LEFT) Direct fan-out: 1 Total indirect descendants: 4 Critical tree size including blocker: 5 Critical tree depth: 5 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P75(31F/LEFT/WAITING_FOR_SEAT_EVENT) P228(31C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P273(32C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P161(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P256(28E/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1675 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 32|33 Critical blocker unavailable yield tiles: 33 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 12 Rear-boundary failures: 1675 Middle-bank reservation failures: 2 Active-event deferrals: 574 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 32|33 Current unavailable yield tiles: 33 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1966\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 01 | standardDataset=277/282 (98.23%) | rearBoundaryRiskDispersionDataset=277/282 (98.23%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | rearBoundaryRiskDispersionWorse=false | standardFamily=REAR_BOUNDARY_LOCK | rearBoundaryRiskDispersionFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 32 REAR-BOUNDARY RISK DISPERSION ============================================================ Date/Time: 2026-07-17 00:48:40 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2583790101901 Scenario number: 2 Scenario seed: 7749855452758587244 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 98.58% OUTCOME ------- Status: SUCCESS Completed ticks: 1262 Passengers seated: 353/353 Average waiting ticks: 583.34 Longest waiting passenger: P327->24E(LEFT) Longest waiting ticks: 1189 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 4 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 7 Selected release potential total: 9 Last cluster decision: RIGHT:tiles11-17:occupied=6:anchor=P21:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 90 Regions dissolved: 4 Repeated reconstructions avoided: 90 Largest region lifetime: 51 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=51 Confirmation deferral ticks: 6 Regions reaching confirmation: 2 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2832 Maximum occupied tiles: 14 Seat events: 174 Single-blocker events: 49 Multiple-blocker events: 29 Temporary aisle reoccupations: 111 RIGHT AISLE ----------- Total moves: 3312 Maximum occupied tiles: 15 Seat events: 179 Single-blocker events: 50 Multiple-blocker events: 34 Temporary aisle reoccupations: 126 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 164 Reservations granted: 157 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7799 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9843 Total stationary ticks: 212677 Seat-event requests: 385 Failed seat-event starts: 32 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 956 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 32 Rear-boundary failures: 0 Middle-bank reservation failures: 7 Active-event deferrals: 956 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 391\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 9\nOccupied-space rejections: 37\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 32 REAR-BOUNDARY RISK DISPERSION ============================================================ Date/Time: 2026-07-17 00:48:40 Experiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2583790101901 Scenario number: 2 Scenario seed: 7749855452758587244 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: REAR_BOUNDARY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 98.58% OUTCOME ------- Status: SUCCESS Completed ticks: 1262 Passengers seated: 353/353 Average waiting ticks: 583.39 Longest waiting passenger: P327->24E(LEFT) Longest waiting ticks: 1189 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 4 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 7 Selected release potential total: 9 Last cluster decision: RIGHT:tiles11-17:occupied=6:anchor=P21:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 90 Regions dissolved: 4 Repeated reconstructions avoided: 90 Largest region lifetime: 51 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=51 Confirmation deferral ticks: 6 Regions reaching confirmation: 2 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2832 Maximum occupied tiles: 14 Seat events: 174 Single-blocker events: 49 Multiple-blocker events: 29 Temporary aisle reoccupations: 111 RIGHT AISLE ----------- Total moves: 3312 Maximum occupied tiles: 15 Seat events: 179 Single-blocker events: 50 Multiple-blocker events: 34 Temporary aisle reoccupations: 126 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 164 Reservations granted: 157 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7784 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9830 Total stationary ticks: 212674 Seat-event requests: 385 Failed seat-event starts: 32 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 961 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 32 Rear-boundary failures: 0 Middle-bank reservation failures: 7 Active-event deferrals: 961 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 391\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 9\nOccupied-space rejections: 37\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 02 | standardDataset=353/353 (100.00%) | rearBoundaryRiskDispersionDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=4 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | rearBoundaryRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | rearBoundaryRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 32 REAR-BOUNDARY RISK DISPERSION ============================================================ Date/Time: 2026-07-17 00:48:40 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2583790101901 Scenario number: 3 Scenario seed: 3286814622684046178 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.05% Blocker-prone seat share (topology component): 59.49% Aisle-assignment balance: 95.18% OUTCOME ------- Status: SUCCESS Completed ticks: 1310 Passengers seated: 353/353 Average waiting ticks: 582.87 Longest waiting passenger: P42->34F(LEFT) Longest waiting ticks: 1233 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3228 Maximum occupied tiles: 16 Seat events: 185 Single-blocker events: 39 Multiple-blocker events: 28 Temporary aisle reoccupations: 102 RIGHT AISLE ----------- Total moves: 2948 Maximum occupied tiles: 15 Seat events: 168 Single-blocker events: 53 Multiple-blocker events: 25 Temporary aisle reoccupations: 105 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 155 Reservations granted: 155 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7845 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9526 Total stationary ticks: 212486 Seat-event requests: 373 Failed seat-event starts: 20 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 824 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 20 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 824 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 373\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 32 REAR-BOUNDARY RISK DISPERSION ============================================================ Date/Time: 2026-07-17 00:48:40 Experiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2583790101901 Scenario number: 3 Scenario seed: 3286814622684046178 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: REAR_BOUNDARY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 28.05% Blocker-prone seat share (topology component): 59.49% Aisle-assignment balance: 95.18% OUTCOME ------- Status: SUCCESS Completed ticks: 1310 Passengers seated: 353/353 Average waiting ticks: 582.94 Longest waiting passenger: P42->34F(LEFT) Longest waiting ticks: 1233 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3228 Maximum occupied tiles: 16 Seat events: 185 Single-blocker events: 39 Multiple-blocker events: 28 Temporary aisle reoccupations: 102 RIGHT AISLE ----------- Total moves: 2948 Maximum occupied tiles: 15 Seat events: 168 Single-blocker events: 53 Multiple-blocker events: 25 Temporary aisle reoccupations: 105 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 155 Reservations granted: 155 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7825 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9493 Total stationary ticks: 212476 Seat-event requests: 373 Failed seat-event starts: 20 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 829 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 20 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 829 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 373\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 03 | standardDataset=353/353 (100.00%) | rearBoundaryRiskDispersionDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | rearBoundaryRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | rearBoundaryRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 32 REAR-BOUNDARY RISK DISPERSION ============================================================ Date/Time: 2026-07-17 00:48:40 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2583790101901 Scenario number: 4 Scenario seed: 7103177306982924852 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.78% Blocker-prone seat share (topology component): 58.82% Aisle-assignment balance: 98.69% OUTCOME ------- Status: SUCCESS Completed ticks: 1105 Passengers seated: 306/306 Average waiting ticks: 504.58 Longest waiting passenger: P280->32A(LEFT) Longest waiting ticks: 1037 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 3 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 5 Selected release potential total: 6 Last cluster decision: RIGHT:tiles24-26:occupied=3:anchor=P118:selected=P175:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 46 Regions dissolved: 3 Repeated reconstructions avoided: 46 Largest region lifetime: 28 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=9 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2733 Maximum occupied tiles: 12 Seat events: 155 Single-blocker events: 46 Multiple-blocker events: 20 Temporary aisle reoccupations: 92 RIGHT AISLE ----------- Total moves: 2725 Maximum occupied tiles: 15 Seat events: 151 Single-blocker events: 41 Multiple-blocker events: 15 Temporary aisle reoccupations: 73 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 141 Reservations granted: 137 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6920 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8138 Total stationary ticks: 160199 Seat-event requests: 328 Failed seat-event starts: 22 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 646 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 22 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 646 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 330\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 6\nOccupied-space rejections: 27\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 32 REAR-BOUNDARY RISK DISPERSION ============================================================ Date/Time: 2026-07-17 00:48:40 Experiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2583790101901 Scenario number: 4 Scenario seed: 7103177306982924852 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: REAR_BOUNDARY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.78% Blocker-prone seat share (topology component): 58.82% Aisle-assignment balance: 98.69% OUTCOME ------- Status: SUCCESS Completed ticks: 1105 Passengers seated: 306/306 Average waiting ticks: 504.58 Longest waiting passenger: P280->32A(LEFT) Longest waiting ticks: 1037 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 3 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 5 Selected release potential total: 6 Last cluster decision: RIGHT:tiles24-26:occupied=3:anchor=P118:selected=P175:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 46 Regions dissolved: 3 Repeated reconstructions avoided: 46 Largest region lifetime: 28 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=9 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2733 Maximum occupied tiles: 12 Seat events: 155 Single-blocker events: 46 Multiple-blocker events: 20 Temporary aisle reoccupations: 92 RIGHT AISLE ----------- Total moves: 2725 Maximum occupied tiles: 15 Seat events: 151 Single-blocker events: 41 Multiple-blocker events: 15 Temporary aisle reoccupations: 73 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 141 Reservations granted: 137 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6920 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8138 Total stationary ticks: 160199 Seat-event requests: 328 Failed seat-event starts: 22 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 646 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 22 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 646 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 330\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 6\nOccupied-space rejections: 27\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 04 | standardDataset=306/306 (100.00%) | rearBoundaryRiskDispersionDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=2 | clusterStarts=3 | convertedToSuccess=false | rearBoundaryRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | rearBoundaryRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 32 REAR-BOUNDARY RISK DISPERSION ============================================================ Date/Time: 2026-07-17 00:48:40 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2583790101901 Scenario number: 5 Scenario seed: -7201001253565276887 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 98.58% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2497 Passengers seated: 280/282 Average waiting ticks: 465.55 Longest waiting passenger: P240->32D(RIGHT) Longest waiting ticks: 2434 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 7 Selected release potential total: 8 Last cluster decision: RIGHT:tiles10-16:occupied=6:anchor=P86:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 50 Regions dissolved: 2 Repeated reconstructions avoided: 50 Largest region lifetime: 43 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=43 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2167 Maximum occupied tiles: 12 Seat events: 139 Single-blocker events: 42 Multiple-blocker events: 16 Temporary aisle reoccupations: 74 RIGHT AISLE ----------- Total moves: 2196 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 43 Multiple-blocker events: 13 Temporary aisle reoccupations: 69 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1617 Reservations granted: 1617 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5654 Longest unresolved passenger ID: 24 Longest unresolved row: 32 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P24(32G/RIGHT) -> P240(32D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 24 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 10294 Total stationary ticks: 137776 Seat-event requests: 1822 Failed seat-event starts: 1542 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 240 Critical blocker identity: P240->32D(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P240(32D/RIGHT/WAITING_FOR_SEAT_EVENT) P24(32G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1522 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 33|34 Critical blocker unavailable yield tiles: 33|34 Critical blocker yield-tile occupants: -1|-1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 20 Rear-boundary failures: 1522 Middle-bank reservation failures: 0 Active-event deferrals: 719 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 33|34 Current unavailable yield tiles: 33|34 Current yield-tile occupants: -1|-1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1820\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 4\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 32 REAR-BOUNDARY RISK DISPERSION ============================================================ Date/Time: 2026-07-17 00:48:40 Experiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2583790101901 Scenario number: 5 Scenario seed: -7201001253565276887 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: REAR_BOUNDARY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 98.58% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2497 Passengers seated: 280/282 Average waiting ticks: 465.49 Longest waiting passenger: P240->32D(RIGHT) Longest waiting ticks: 2434 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 7 Selected release potential total: 8 Last cluster decision: RIGHT:tiles10-16:occupied=6:anchor=P86:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 50 Regions dissolved: 2 Repeated reconstructions avoided: 50 Largest region lifetime: 43 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=43 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2167 Maximum occupied tiles: 12 Seat events: 139 Single-blocker events: 42 Multiple-blocker events: 16 Temporary aisle reoccupations: 74 RIGHT AISLE ----------- Total moves: 2196 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 43 Multiple-blocker events: 13 Temporary aisle reoccupations: 69 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1617 Reservations granted: 1617 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5679 Longest unresolved passenger ID: 24 Longest unresolved row: 32 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P24(32G/RIGHT) -> P240(32D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 24 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 10309 Total stationary ticks: 137781 Seat-event requests: 1822 Failed seat-event starts: 1542 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 240 Critical blocker identity: P240->32D(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P240(32D/RIGHT/WAITING_FOR_SEAT_EVENT) P24(32G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1522 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 33|34 Critical blocker unavailable yield tiles: 33|34 Critical blocker yield-tile occupants: -1|-1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 20 Rear-boundary failures: 1522 Middle-bank reservation failures: 0 Active-event deferrals: 715 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 33|34 Current unavailable yield tiles: 33|34 Current yield-tile occupants: -1|-1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1820\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 4\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 05 | standardDataset=280/282 (99.29%) | rearBoundaryRiskDispersionDataset=280/282 (99.29%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | rearBoundaryRiskDispersionWorse=false | standardFamily=REAR_BOUNDARY_LOCK | rearBoundaryRiskDispersionFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 32 REAR-BOUNDARY RISK DISPERSION ============================================================ Date/Time: 2026-07-17 00:48:40 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2583790101901 Scenario number: 6 Scenario seed: -2749685892033663416 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.43% Blocker-prone seat share (topology component): 59.48% Aisle-assignment balance: 95.42% OUTCOME ------- Status: SUCCESS Completed ticks: 1166 Passengers seated: 306/306 Average waiting ticks: 518.93 Longest waiting passenger: P184->32A(LEFT) Longest waiting ticks: 1107 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2779 Maximum occupied tiles: 13 Seat events: 160 Single-blocker events: 48 Multiple-blocker events: 19 Temporary aisle reoccupations: 89 RIGHT AISLE ----------- Total moves: 2543 Maximum occupied tiles: 12 Seat events: 146 Single-blocker events: 41 Multiple-blocker events: 13 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 132 Reservations granted: 132 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6021 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7266 Total stationary ticks: 163767 Seat-event requests: 321 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 646 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 1 Middle-bank reservation failures: 0 Active-event deferrals: 646 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 321\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 32 REAR-BOUNDARY RISK DISPERSION ============================================================ Date/Time: 2026-07-17 00:48:40 Experiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2583790101901 Scenario number: 6 Scenario seed: -2749685892033663416 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: REAR_BOUNDARY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 28.43% Blocker-prone seat share (topology component): 59.48% Aisle-assignment balance: 95.42% OUTCOME ------- Status: SUCCESS Completed ticks: 1166 Passengers seated: 306/306 Average waiting ticks: 518.93 Longest waiting passenger: P184->32A(LEFT) Longest waiting ticks: 1107 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2779 Maximum occupied tiles: 13 Seat events: 160 Single-blocker events: 48 Multiple-blocker events: 19 Temporary aisle reoccupations: 89 RIGHT AISLE ----------- Total moves: 2543 Maximum occupied tiles: 12 Seat events: 146 Single-blocker events: 41 Multiple-blocker events: 13 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 132 Reservations granted: 132 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6026 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7271 Total stationary ticks: 163772 Seat-event requests: 321 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 646 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 1 Middle-bank reservation failures: 0 Active-event deferrals: 646 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 321\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 06 | standardDataset=306/306 (100.00%) | rearBoundaryRiskDispersionDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | rearBoundaryRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | rearBoundaryRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 32 REAR-BOUNDARY RISK DISPERSION ============================================================ Date/Time: 2026-07-17 00:48:40 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2583790101901 Scenario number: 7 Scenario seed: -5058958009838469454 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 26.23% Blocker-prone seat share (topology component): 61.73% Aisle-assignment balance: 98.15% OUTCOME ------- Status: SUCCESS Completed ticks: 1159 Passengers seated: 324/324 Average waiting ticks: 535.53 Longest waiting passenger: P241->17H(RIGHT) Longest waiting ticks: 1122 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 53 Regions dissolved: 2 Repeated reconstructions avoided: 53 Largest region lifetime: 43 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=12 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2761 Maximum occupied tiles: 14 Seat events: 159 Single-blocker events: 33 Multiple-blocker events: 22 Temporary aisle reoccupations: 78 RIGHT AISLE ----------- Total moves: 2928 Maximum occupied tiles: 13 Seat events: 165 Single-blocker events: 50 Multiple-blocker events: 22 Temporary aisle reoccupations: 98 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 141 Reservations granted: 138 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7211 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8955 Total stationary ticks: 179808 Seat-event requests: 333 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 863 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 863 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 336\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 7\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 32 REAR-BOUNDARY RISK DISPERSION ============================================================ Date/Time: 2026-07-17 00:48:40 Experiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2583790101901 Scenario number: 7 Scenario seed: -5058958009838469454 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: REAR_BOUNDARY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 26.23% Blocker-prone seat share (topology component): 61.73% Aisle-assignment balance: 98.15% OUTCOME ------- Status: SUCCESS Completed ticks: 1159 Passengers seated: 324/324 Average waiting ticks: 535.53 Longest waiting passenger: P241->17H(RIGHT) Longest waiting ticks: 1122 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 53 Regions dissolved: 2 Repeated reconstructions avoided: 53 Largest region lifetime: 43 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=12 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2761 Maximum occupied tiles: 14 Seat events: 159 Single-blocker events: 33 Multiple-blocker events: 22 Temporary aisle reoccupations: 78 RIGHT AISLE ----------- Total moves: 2928 Maximum occupied tiles: 13 Seat events: 165 Single-blocker events: 50 Multiple-blocker events: 22 Temporary aisle reoccupations: 98 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 141 Reservations granted: 138 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7211 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8955 Total stationary ticks: 179808 Seat-event requests: 333 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 863 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 863 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 336\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 7\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 07 | standardDataset=324/324 (100.00%) | rearBoundaryRiskDispersionDataset=324/324 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | rearBoundaryRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | rearBoundaryRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 32 REAR-BOUNDARY RISK DISPERSION ============================================================ Date/Time: 2026-07-17 00:48:40 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2583790101901 Scenario number: 8 Scenario seed: 8250370360805939355 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.78% Blocker-prone seat share (topology component): 59.65% Aisle-assignment balance: 95.32% OUTCOME ------- Status: SUCCESS Completed ticks: 1285 Passengers seated: 342/342 Average waiting ticks: 583.69 Longest waiting passenger: P102->7D(RIGHT) Longest waiting ticks: 1222 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2825 Maximum occupied tiles: 14 Seat events: 163 Single-blocker events: 47 Multiple-blocker events: 19 Temporary aisle reoccupations: 88 RIGHT AISLE ----------- Total moves: 3106 Maximum occupied tiles: 12 Seat events: 179 Single-blocker events: 52 Multiple-blocker events: 20 Temporary aisle reoccupations: 95 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 150 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6960 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8487 Total stationary ticks: 205463 Seat-event requests: 360 Failed seat-event starts: 18 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 772 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 18 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 772 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 362\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 32 REAR-BOUNDARY RISK DISPERSION ============================================================ Date/Time: 2026-07-17 00:48:40 Experiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2583790101901 Scenario number: 8 Scenario seed: 8250370360805939355 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: REAR_BOUNDARY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.78% Blocker-prone seat share (topology component): 59.65% Aisle-assignment balance: 95.32% OUTCOME ------- Status: SUCCESS Completed ticks: 1285 Passengers seated: 342/342 Average waiting ticks: 583.68 Longest waiting passenger: P102->7D(RIGHT) Longest waiting ticks: 1222 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2825 Maximum occupied tiles: 13 Seat events: 163 Single-blocker events: 47 Multiple-blocker events: 19 Temporary aisle reoccupations: 88 RIGHT AISLE ----------- Total moves: 3106 Maximum occupied tiles: 12 Seat events: 179 Single-blocker events: 52 Multiple-blocker events: 20 Temporary aisle reoccupations: 95 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 150 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6985 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8469 Total stationary ticks: 205459 Seat-event requests: 360 Failed seat-event starts: 18 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 760 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 18 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 760 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 362\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 08 | standardDataset=342/342 (100.00%) | rearBoundaryRiskDispersionDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | rearBoundaryRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | rearBoundaryRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 32 REAR-BOUNDARY RISK DISPERSION ============================================================ Date/Time: 2026-07-17 00:48:40 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2583790101901 Scenario number: 9 Scenario seed: -8940097868778382914 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 245 Occupancy: 85% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.61% Blocker-prone seat share (topology component): 65.31% Aisle-assignment balance: 99.59% OUTCOME ------- Status: SUCCESS Completed ticks: 879 Passengers seated: 245/245 Average waiting ticks: 398.60 Longest waiting passenger: P136->30C(LEFT) Longest waiting ticks: 813 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1962 Maximum occupied tiles: 13 Seat events: 123 Single-blocker events: 39 Multiple-blocker events: 9 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1861 Maximum occupied tiles: 12 Seat events: 122 Single-blocker events: 38 Multiple-blocker events: 9 Temporary aisle reoccupations: 56 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 80 Reservations granted: 80 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4642 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5649 Total stationary ticks: 101517 Seat-event requests: 252 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 500 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 500 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 252\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 32 REAR-BOUNDARY RISK DISPERSION ============================================================ Date/Time: 2026-07-17 00:48:40 Experiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2583790101901 Scenario number: 9 Scenario seed: -8940097868778382914 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 245 Occupancy: 85% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: REAR_BOUNDARY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.61% Blocker-prone seat share (topology component): 65.31% Aisle-assignment balance: 99.59% OUTCOME ------- Status: SUCCESS Completed ticks: 879 Passengers seated: 245/245 Average waiting ticks: 398.60 Longest waiting passenger: P136->30C(LEFT) Longest waiting ticks: 813 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1962 Maximum occupied tiles: 13 Seat events: 123 Single-blocker events: 39 Multiple-blocker events: 9 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1861 Maximum occupied tiles: 12 Seat events: 122 Single-blocker events: 38 Multiple-blocker events: 9 Temporary aisle reoccupations: 56 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 80 Reservations granted: 80 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4642 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5649 Total stationary ticks: 101517 Seat-event requests: 252 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 500 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 500 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 252\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 09 | standardDataset=245/245 (100.00%) | rearBoundaryRiskDispersionDataset=245/245 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | rearBoundaryRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | rearBoundaryRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 32 REAR-BOUNDARY RISK DISPERSION ============================================================ Date/Time: 2026-07-17 00:48:40 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2583790101901 Scenario number: 10 Scenario seed: 2421523776016265320 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 37.50% Blocker-prone seat share (topology component): 74.48% Aisle-assignment balance: 97.92% OUTCOME ------- Status: SUCCESS Completed ticks: 702 Passengers seated: 192/192 Average waiting ticks: 306.44 Longest waiting passenger: P183->30F(LEFT) Longest waiting ticks: 655 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1450 Maximum occupied tiles: 12 Seat events: 98 Single-blocker events: 24 Multiple-blocker events: 9 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1325 Maximum occupied tiles: 12 Seat events: 94 Single-blocker events: 18 Multiple-blocker events: 4 Temporary aisle reoccupations: 26 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 105 Reservations granted: 101 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3682 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4606 Total stationary ticks: 61980 Seat-event requests: 194 Failed seat-event starts: 2 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 480 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 2 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 480 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 198\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 3\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 32 REAR-BOUNDARY RISK DISPERSION ============================================================ Date/Time: 2026-07-17 00:48:40 Experiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2583790101901 Scenario number: 10 Scenario seed: 2421523776016265320 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: REAR_BOUNDARY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 37.50% Blocker-prone seat share (topology component): 74.48% Aisle-assignment balance: 97.92% OUTCOME ------- Status: SUCCESS Completed ticks: 702 Passengers seated: 192/192 Average waiting ticks: 306.44 Longest waiting passenger: P183->30F(LEFT) Longest waiting ticks: 655 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1450 Maximum occupied tiles: 12 Seat events: 98 Single-blocker events: 24 Multiple-blocker events: 9 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1325 Maximum occupied tiles: 12 Seat events: 94 Single-blocker events: 18 Multiple-blocker events: 4 Temporary aisle reoccupations: 26 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 105 Reservations granted: 101 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3682 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4606 Total stationary ticks: 61980 Seat-event requests: 194 Failed seat-event starts: 2 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 480 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 2 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 480 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 198\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 3\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 10 | standardDataset=192/192 (100.00%) | rearBoundaryRiskDispersionDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | rearBoundaryRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | rearBoundaryRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 32 REAR-BOUNDARY RISK DISPERSION ============================================================ Date/Time: 2026-07-17 00:48:40 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2583790101901 Scenario number: 11 Scenario seed: 3683808090207447630 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 26.54% Blocker-prone seat share (topology component): 60.19% Aisle-assignment balance: 93.21% OUTCOME ------- Status: SUCCESS Completed ticks: 1231 Passengers seated: 324/324 Average waiting ticks: 542.88 Longest waiting passenger: P0->7I(RIGHT) Longest waiting ticks: 1186 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2742 Maximum occupied tiles: 14 Seat events: 151 Single-blocker events: 49 Multiple-blocker events: 15 Temporary aisle reoccupations: 84 RIGHT AISLE ----------- Total moves: 3052 Maximum occupied tiles: 12 Seat events: 173 Single-blocker events: 54 Multiple-blocker events: 22 Temporary aisle reoccupations: 103 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 142 Reservations granted: 140 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7033 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8494 Total stationary ticks: 181802 Seat-event requests: 336 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 779 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 779 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 338\nPrecedence substitutions made: 1\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 32 REAR-BOUNDARY RISK DISPERSION ============================================================ Date/Time: 2026-07-17 00:48:40 Experiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2583790101901 Scenario number: 11 Scenario seed: 3683808090207447630 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: REAR_BOUNDARY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 26.54% Blocker-prone seat share (topology component): 60.19% Aisle-assignment balance: 93.21% OUTCOME ------- Status: SUCCESS Completed ticks: 1230 Passengers seated: 324/324 Average waiting ticks: 542.40 Longest waiting passenger: P0->7I(RIGHT) Longest waiting ticks: 1185 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2742 Maximum occupied tiles: 14 Seat events: 151 Single-blocker events: 49 Multiple-blocker events: 15 Temporary aisle reoccupations: 84 RIGHT AISLE ----------- Total moves: 3052 Maximum occupied tiles: 12 Seat events: 173 Single-blocker events: 54 Multiple-blocker events: 22 Temporary aisle reoccupations: 103 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 142 Reservations granted: 140 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7057 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8513 Total stationary ticks: 181661 Seat-event requests: 336 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 783 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 783 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 338\nPrecedence substitutions made: 1\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 11 | standardDataset=324/324 (100.00%) | rearBoundaryRiskDispersionDataset=324/324 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | rearBoundaryRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | rearBoundaryRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 32 REAR-BOUNDARY RISK DISPERSION ============================================================ Date/Time: 2026-07-17 00:48:40 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2583790101901 Scenario number: 12 Scenario seed: 405447290552387871 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 60.34% Aisle-assignment balance: 97.45% OUTCOME ------- Status: SUCCESS Completed ticks: 1300 Passengers seated: 353/353 Average waiting ticks: 602.71 Longest waiting passenger: P185->7A(LEFT) Longest waiting ticks: 1256 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 22 Regions dissolved: 1 Repeated reconstructions avoided: 22 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=23 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3135 Maximum occupied tiles: 12 Seat events: 181 Single-blocker events: 52 Multiple-blocker events: 19 Temporary aisle reoccupations: 96 RIGHT AISLE ----------- Total moves: 3047 Maximum occupied tiles: 14 Seat events: 172 Single-blocker events: 38 Multiple-blocker events: 29 Temporary aisle reoccupations: 98 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 156 Reservations granted: 156 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7261 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8677 Total stationary ticks: 218783 Seat-event requests: 373 Failed seat-event starts: 20 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 718 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 20 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 718 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 373\nPrecedence substitutions made: 4\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 5\nOccupied-space rejections: 29\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 32 REAR-BOUNDARY RISK DISPERSION ============================================================ Date/Time: 2026-07-17 00:48:40 Experiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2583790101901 Scenario number: 12 Scenario seed: 405447290552387871 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: REAR_BOUNDARY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 60.34% Aisle-assignment balance: 97.45% OUTCOME ------- Status: SUCCESS Completed ticks: 1300 Passengers seated: 353/353 Average waiting ticks: 602.71 Longest waiting passenger: P185->7A(LEFT) Longest waiting ticks: 1256 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 22 Regions dissolved: 1 Repeated reconstructions avoided: 22 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=23 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3135 Maximum occupied tiles: 12 Seat events: 181 Single-blocker events: 52 Multiple-blocker events: 19 Temporary aisle reoccupations: 96 RIGHT AISLE ----------- Total moves: 3047 Maximum occupied tiles: 14 Seat events: 172 Single-blocker events: 38 Multiple-blocker events: 29 Temporary aisle reoccupations: 98 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 156 Reservations granted: 156 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7254 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8694 Total stationary ticks: 218787 Seat-event requests: 373 Failed seat-event starts: 20 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 730 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 20 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 730 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 373\nPrecedence substitutions made: 4\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 5\nOccupied-space rejections: 29\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 12 | standardDataset=353/353 (100.00%) | rearBoundaryRiskDispersionDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | rearBoundaryRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | rearBoundaryRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 32 REAR-BOUNDARY RISK DISPERSION ============================================================ Date/Time: 2026-07-17 00:48:40 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2583790101901 Scenario number: 13 Scenario seed: 8596636796551435298 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 96.45% OUTCOME ------- Status: SUCCESS Completed ticks: 1022 Passengers seated: 282/282 Average waiting ticks: 461.29 Longest waiting passenger: P28->13E(LEFT) Longest waiting ticks: 972 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 3 Cluster candidates evaluated: 5 Executable cluster candidates: 1 Rejected cluster candidates: 4 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: LEFT:tiles12-15:occupied=3:anchor=P62:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2297 Maximum occupied tiles: 13 Seat events: 146 Single-blocker events: 43 Multiple-blocker events: 20 Temporary aisle reoccupations: 83 RIGHT AISLE ----------- Total moves: 2073 Maximum occupied tiles: 11 Seat events: 136 Single-blocker events: 39 Multiple-blocker events: 13 Temporary aisle reoccupations: 65 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 96 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5873 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7232 Total stationary ticks: 135076 Seat-event requests: 296 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 680 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 680 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 296\nPrecedence substitutions made: 1\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 2\nOccupied-space rejections: 38\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 32 REAR-BOUNDARY RISK DISPERSION ============================================================ Date/Time: 2026-07-17 00:48:40 Experiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2583790101901 Scenario number: 13 Scenario seed: 8596636796551435298 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: REAR_BOUNDARY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 96.45% OUTCOME ------- Status: SUCCESS Completed ticks: 1022 Passengers seated: 282/282 Average waiting ticks: 461.29 Longest waiting passenger: P28->13E(LEFT) Longest waiting ticks: 972 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 3 Cluster candidates evaluated: 5 Executable cluster candidates: 1 Rejected cluster candidates: 4 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: LEFT:tiles12-15:occupied=3:anchor=P62:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2297 Maximum occupied tiles: 13 Seat events: 146 Single-blocker events: 43 Multiple-blocker events: 20 Temporary aisle reoccupations: 83 RIGHT AISLE ----------- Total moves: 2073 Maximum occupied tiles: 11 Seat events: 136 Single-blocker events: 39 Multiple-blocker events: 13 Temporary aisle reoccupations: 65 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 96 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5873 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7232 Total stationary ticks: 135076 Seat-event requests: 296 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 680 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 680 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 296\nPrecedence substitutions made: 1\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 2\nOccupied-space rejections: 38\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 13 | standardDataset=282/282 (100.00%) | rearBoundaryRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | rearBoundaryRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | rearBoundaryRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 32 REAR-BOUNDARY RISK DISPERSION ============================================================ Date/Time: 2026-07-17 00:48:40 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2583790101901 Scenario number: 14 Scenario seed: -1267404298717390323 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.43% Blocker-prone seat share (topology component): 66.09% Aisle-assignment balance: 93.04% OUTCOME ------- Status: SUCCESS Completed ticks: 887 Passengers seated: 230/230 Average waiting ticks: 379.30 Longest waiting passenger: P42->26H(RIGHT) Longest waiting ticks: 820 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1612 Maximum occupied tiles: 11 Seat events: 107 Single-blocker events: 24 Multiple-blocker events: 4 Temporary aisle reoccupations: 32 RIGHT AISLE ----------- Total moves: 1891 Maximum occupied tiles: 12 Seat events: 123 Single-blocker events: 31 Multiple-blocker events: 11 Temporary aisle reoccupations: 53 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 81 Reservations granted: 81 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4164 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5439 Total stationary ticks: 90766 Seat-event requests: 236 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 691 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 691 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 236\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 32 REAR-BOUNDARY RISK DISPERSION ============================================================ Date/Time: 2026-07-17 00:48:40 Experiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2583790101901 Scenario number: 14 Scenario seed: -1267404298717390323 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: REAR_BOUNDARY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.43% Blocker-prone seat share (topology component): 66.09% Aisle-assignment balance: 93.04% OUTCOME ------- Status: SUCCESS Completed ticks: 887 Passengers seated: 230/230 Average waiting ticks: 379.30 Longest waiting passenger: P42->26H(RIGHT) Longest waiting ticks: 820 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1612 Maximum occupied tiles: 11 Seat events: 107 Single-blocker events: 24 Multiple-blocker events: 4 Temporary aisle reoccupations: 32 RIGHT AISLE ----------- Total moves: 1891 Maximum occupied tiles: 12 Seat events: 123 Single-blocker events: 31 Multiple-blocker events: 11 Temporary aisle reoccupations: 53 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 81 Reservations granted: 81 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4164 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5439 Total stationary ticks: 90766 Seat-event requests: 236 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 691 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 691 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 236\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 14 | standardDataset=230/230 (100.00%) | rearBoundaryRiskDispersionDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | rearBoundaryRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | rearBoundaryRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 32 REAR-BOUNDARY RISK DISPERSION ============================================================ Date/Time: 2026-07-17 00:48:40 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2583790101901 Scenario number: 15 Scenario seed: 1541466076739683666 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.02% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 86.84% OUTCOME ------- Status: SUCCESS Completed ticks: 914 Passengers seated: 228/228 Average waiting ticks: 377.91 Longest waiting passenger: P214->26D(RIGHT) Longest waiting ticks: 871 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 17 Regions dissolved: 1 Repeated reconstructions avoided: 17 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=18 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1499 Maximum occupied tiles: 13 Seat events: 99 Single-blocker events: 29 Multiple-blocker events: 7 Temporary aisle reoccupations: 44 RIGHT AISLE ----------- Total moves: 1808 Maximum occupied tiles: 13 Seat events: 129 Single-blocker events: 29 Multiple-blocker events: 19 Temporary aisle reoccupations: 72 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 125 Reservations granted: 124 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4156 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5344 Total stationary ticks: 89653 Seat-event requests: 238 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 594 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 594 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 239\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 32 REAR-BOUNDARY RISK DISPERSION ============================================================ Date/Time: 2026-07-17 00:48:40 Experiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2583790101901 Scenario number: 15 Scenario seed: 1541466076739683666 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: REAR_BOUNDARY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 32.02% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 86.84% OUTCOME ------- Status: SUCCESS Completed ticks: 914 Passengers seated: 228/228 Average waiting ticks: 377.91 Longest waiting passenger: P214->26D(RIGHT) Longest waiting ticks: 871 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 17 Regions dissolved: 1 Repeated reconstructions avoided: 17 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=18 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1499 Maximum occupied tiles: 13 Seat events: 99 Single-blocker events: 29 Multiple-blocker events: 7 Temporary aisle reoccupations: 44 RIGHT AISLE ----------- Total moves: 1808 Maximum occupied tiles: 13 Seat events: 129 Single-blocker events: 29 Multiple-blocker events: 19 Temporary aisle reoccupations: 72 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 125 Reservations granted: 124 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4156 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5344 Total stationary ticks: 89653 Seat-event requests: 238 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 594 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 594 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 239\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 15 | standardDataset=228/228 (100.00%) | rearBoundaryRiskDispersionDataset=228/228 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | rearBoundaryRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | rearBoundaryRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 32 REAR-BOUNDARY RISK DISPERSION ============================================================ Date/Time: 2026-07-17 00:48:40 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2583790101901 Scenario number: 16 Scenario seed: -1083042914210769918 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 35.94% Blocker-prone seat share (topology component): 76.56% Aisle-assignment balance: 97.92% OUTCOME ------- Status: SUCCESS Completed ticks: 707 Passengers seated: 192/192 Average waiting ticks: 309.85 Longest waiting passenger: P107->24A(LEFT) Longest waiting ticks: 645 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 3 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 6 Selected release potential total: 8 Last cluster decision: RIGHT:tiles11-16:occupied=5:anchor=P44:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 53 Regions dissolved: 2 Repeated reconstructions avoided: 53 Largest region lifetime: 29 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=29 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1465 Maximum occupied tiles: 12 Seat events: 98 Single-blocker events: 20 Multiple-blocker events: 6 Temporary aisle reoccupations: 32 RIGHT AISLE ----------- Total moves: 1339 Maximum occupied tiles: 12 Seat events: 94 Single-blocker events: 22 Multiple-blocker events: 11 Temporary aisle reoccupations: 44 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 107 Reservations granted: 107 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3713 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4679 Total stationary ticks: 62678 Seat-event requests: 204 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 475 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 475 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 202\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 5\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 32 REAR-BOUNDARY RISK DISPERSION ============================================================ Date/Time: 2026-07-17 00:48:40 Experiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2583790101901 Scenario number: 16 Scenario seed: -1083042914210769918 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: REAR_BOUNDARY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 35.94% Blocker-prone seat share (topology component): 76.56% Aisle-assignment balance: 97.92% OUTCOME ------- Status: SUCCESS Completed ticks: 712 Passengers seated: 192/192 Average waiting ticks: 309.84 Longest waiting passenger: P112->30F(LEFT) Longest waiting ticks: 645 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 3 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 6 Selected release potential total: 8 Last cluster decision: RIGHT:tiles11-16:occupied=5:anchor=P44:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 53 Regions dissolved: 2 Repeated reconstructions avoided: 53 Largest region lifetime: 29 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=29 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1465 Maximum occupied tiles: 12 Seat events: 98 Single-blocker events: 20 Multiple-blocker events: 6 Temporary aisle reoccupations: 32 RIGHT AISLE ----------- Total moves: 1339 Maximum occupied tiles: 12 Seat events: 94 Single-blocker events: 22 Multiple-blocker events: 11 Temporary aisle reoccupations: 44 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 107 Reservations granted: 107 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3718 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4680 Total stationary ticks: 62679 Seat-event requests: 204 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 473 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 473 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 202\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 5\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 16 | standardDataset=192/192 (100.00%) | rearBoundaryRiskDispersionDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=2 | clusterStarts=3 | convertedToSuccess=false | rearBoundaryRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | rearBoundaryRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 32 REAR-BOUNDARY RISK DISPERSION ============================================================ Date/Time: 2026-07-17 00:48:40 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2583790101901 Scenario number: 17 Scenario seed: -8358352150838634724 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 95.74% OUTCOME ------- Status: SUCCESS Completed ticks: 1046 Passengers seated: 282/282 Average waiting ticks: 466.79 Longest waiting passenger: P96->24I(RIGHT) Longest waiting ticks: 991 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2083 Maximum occupied tiles: 12 Seat events: 135 Single-blocker events: 39 Multiple-blocker events: 14 Temporary aisle reoccupations: 67 RIGHT AISLE ----------- Total moves: 2272 Maximum occupied tiles: 11 Seat events: 147 Single-blocker events: 44 Multiple-blocker events: 18 Temporary aisle reoccupations: 80 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 99 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5495 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6682 Total stationary ticks: 136133 Seat-event requests: 292 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 650 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 650 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 32 REAR-BOUNDARY RISK DISPERSION ============================================================ Date/Time: 2026-07-17 00:48:40 Experiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2583790101901 Scenario number: 17 Scenario seed: -8358352150838634724 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: REAR_BOUNDARY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 95.74% OUTCOME ------- Status: SUCCESS Completed ticks: 1046 Passengers seated: 282/282 Average waiting ticks: 466.79 Longest waiting passenger: P96->24I(RIGHT) Longest waiting ticks: 991 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2083 Maximum occupied tiles: 12 Seat events: 135 Single-blocker events: 39 Multiple-blocker events: 14 Temporary aisle reoccupations: 67 RIGHT AISLE ----------- Total moves: 2272 Maximum occupied tiles: 11 Seat events: 147 Single-blocker events: 44 Multiple-blocker events: 18 Temporary aisle reoccupations: 80 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 99 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5495 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6682 Total stationary ticks: 136133 Seat-event requests: 292 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 650 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 650 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 17 | standardDataset=282/282 (100.00%) | rearBoundaryRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | rearBoundaryRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | rearBoundaryRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 32 REAR-BOUNDARY RISK DISPERSION ============================================================ Date/Time: 2026-07-17 00:48:40 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2583790101901 Scenario number: 18 Scenario seed: 6892917466092309374 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.76% Blocker-prone seat share (topology component): 58.50% Aisle-assignment balance: 99.35% OUTCOME ------- Status: SUCCESS Completed ticks: 1104 Passengers seated: 306/306 Average waiting ticks: 514.39 Longest waiting passenger: P169->22E(RIGHT) Longest waiting ticks: 1060 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2622 Maximum occupied tiles: 12 Seat events: 152 Single-blocker events: 35 Multiple-blocker events: 16 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 2660 Maximum occupied tiles: 12 Seat events: 154 Single-blocker events: 40 Multiple-blocker events: 25 Temporary aisle reoccupations: 92 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 134 Reservations granted: 134 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6398 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7798 Total stationary ticks: 162869 Seat-event requests: 319 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 671 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 671 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 319\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 32 REAR-BOUNDARY RISK DISPERSION ============================================================ Date/Time: 2026-07-17 00:48:40 Experiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2583790101901 Scenario number: 18 Scenario seed: 6892917466092309374 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: REAR_BOUNDARY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 28.76% Blocker-prone seat share (topology component): 58.50% Aisle-assignment balance: 99.35% OUTCOME ------- Status: SUCCESS Completed ticks: 1104 Passengers seated: 306/306 Average waiting ticks: 514.39 Longest waiting passenger: P169->22E(RIGHT) Longest waiting ticks: 1060 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2622 Maximum occupied tiles: 12 Seat events: 152 Single-blocker events: 35 Multiple-blocker events: 16 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 2660 Maximum occupied tiles: 12 Seat events: 154 Single-blocker events: 40 Multiple-blocker events: 25 Temporary aisle reoccupations: 92 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 134 Reservations granted: 134 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6398 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7798 Total stationary ticks: 162869 Seat-event requests: 319 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 671 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 671 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 319\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 18 | standardDataset=306/306 (100.00%) | rearBoundaryRiskDispersionDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | rearBoundaryRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | rearBoundaryRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 32 REAR-BOUNDARY RISK DISPERSION ============================================================ Date/Time: 2026-07-17 00:48:40 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2583790101901 Scenario number: 19 Scenario seed: -2389840558046686367 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.78% Blocker-prone seat share (topology component): 59.36% Aisle-assignment balance: 97.66% OUTCOME ------- Status: SUCCESS Completed ticks: 1260 Passengers seated: 342/342 Average waiting ticks: 573.58 Longest waiting passenger: P13->24I(RIGHT) Longest waiting ticks: 1189 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 2 Cluster candidates evaluated: 4 Executable cluster candidates: 2 Rejected cluster candidates: 2 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: RIGHT:tiles6-10:occupied=4:anchor=P216:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 30 Regions dissolved: 2 Repeated reconstructions avoided: 30 Largest region lifetime: 21 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=21 Confirmation deferral ticks: 3 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2897 Maximum occupied tiles: 15 Seat events: 167 Single-blocker events: 42 Multiple-blocker events: 21 Temporary aisle reoccupations: 85 RIGHT AISLE ----------- Total moves: 3176 Maximum occupied tiles: 14 Seat events: 175 Single-blocker events: 53 Multiple-blocker events: 25 Temporary aisle reoccupations: 107 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 162 Reservations granted: 150 Reservations denied/waited: 12 Simultaneous opposite-aisle conflicts: 2 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7363 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9215 Total stationary ticks: 202520 Seat-event requests: 364 Failed seat-event starts: 22 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 889 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 22 Rear-boundary failures: 0 Middle-bank reservation failures: 12 Active-event deferrals: 889 Simultaneous arbitration losses: 2 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 376\nPrecedence substitutions made: 7\nDependency chains followed: 11\nBlocked by waiting-row occupant: 11\nSubstituted events started: 10\nOccupied-space rejections: 42\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 32 REAR-BOUNDARY RISK DISPERSION ============================================================ Date/Time: 2026-07-17 00:48:40 Experiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2583790101901 Scenario number: 19 Scenario seed: -2389840558046686367 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: REAR_BOUNDARY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.78% Blocker-prone seat share (topology component): 59.36% Aisle-assignment balance: 97.66% OUTCOME ------- Status: SUCCESS Completed ticks: 1260 Passengers seated: 342/342 Average waiting ticks: 573.55 Longest waiting passenger: P13->24I(RIGHT) Longest waiting ticks: 1189 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 2 Cluster candidates evaluated: 4 Executable cluster candidates: 2 Rejected cluster candidates: 2 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: RIGHT:tiles6-10:occupied=4:anchor=P216:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 30 Regions dissolved: 2 Repeated reconstructions avoided: 30 Largest region lifetime: 21 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=21 Confirmation deferral ticks: 3 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2897 Maximum occupied tiles: 15 Seat events: 167 Single-blocker events: 42 Multiple-blocker events: 21 Temporary aisle reoccupations: 85 RIGHT AISLE ----------- Total moves: 3176 Maximum occupied tiles: 14 Seat events: 175 Single-blocker events: 53 Multiple-blocker events: 25 Temporary aisle reoccupations: 107 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 162 Reservations granted: 150 Reservations denied/waited: 12 Simultaneous opposite-aisle conflicts: 2 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7373 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9217 Total stationary ticks: 202522 Seat-event requests: 364 Failed seat-event starts: 22 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 878 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 22 Rear-boundary failures: 0 Middle-bank reservation failures: 12 Active-event deferrals: 878 Simultaneous arbitration losses: 2 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 376\nPrecedence substitutions made: 6\nDependency chains followed: 10\nBlocked by waiting-row occupant: 10\nSubstituted events started: 9\nOccupied-space rejections: 41\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 19 | standardDataset=342/342 (100.00%) | rearBoundaryRiskDispersionDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | rearBoundaryRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | rearBoundaryRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 32 REAR-BOUNDARY RISK DISPERSION ============================================================ Date/Time: 2026-07-17 00:48:40 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2583790101901 Scenario number: 20 Scenario seed: 8802292177727987258 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.47% Blocker-prone seat share (topology component): 59.26% Aisle-assignment balance: 93.21% OUTCOME ------- Status: SUCCESS Completed ticks: 1216 Passengers seated: 324/324 Average waiting ticks: 542.05 Longest waiting passenger: P223->5I(RIGHT) Longest waiting ticks: 1194 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: RIGHT:tiles10-14:occupied=4:anchor=P84:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 28 Regions dissolved: 2 Repeated reconstructions avoided: 28 Largest region lifetime: 22 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=22 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2609 Maximum occupied tiles: 14 Seat events: 151 Single-blocker events: 36 Multiple-blocker events: 20 Temporary aisle reoccupations: 79 RIGHT AISLE ----------- Total moves: 3107 Maximum occupied tiles: 14 Seat events: 173 Single-blocker events: 53 Multiple-blocker events: 28 Temporary aisle reoccupations: 115 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 139 Reservations granted: 138 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7254 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8899 Total stationary ticks: 181840 Seat-event requests: 340 Failed seat-event starts: 16 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 837 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 16 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 837 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 340\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 32 REAR-BOUNDARY RISK DISPERSION ============================================================ Date/Time: 2026-07-17 00:48:40 Experiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2583790101901 Scenario number: 20 Scenario seed: 8802292177727987258 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: REAR_BOUNDARY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.47% Blocker-prone seat share (topology component): 59.26% Aisle-assignment balance: 93.21% OUTCOME ------- Status: SUCCESS Completed ticks: 1215 Passengers seated: 324/324 Average waiting ticks: 542.05 Longest waiting passenger: P223->5I(RIGHT) Longest waiting ticks: 1193 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: RIGHT:tiles10-14:occupied=4:anchor=P84:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 21 Regions dissolved: 1 Repeated reconstructions avoided: 21 Largest region lifetime: 22 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=22 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2609 Maximum occupied tiles: 13 Seat events: 151 Single-blocker events: 35 Multiple-blocker events: 21 Temporary aisle reoccupations: 80 RIGHT AISLE ----------- Total moves: 3107 Maximum occupied tiles: 14 Seat events: 173 Single-blocker events: 52 Multiple-blocker events: 28 Temporary aisle reoccupations: 114 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 140 Reservations granted: 138 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7331 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8990 Total stationary ticks: 181938 Seat-event requests: 340 Failed seat-event starts: 16 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 831 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 16 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 831 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 341\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 19\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 20 | standardDataset=324/324 (100.00%) | rearBoundaryRiskDispersionDataset=324/324 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | rearBoundaryRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | rearBoundaryRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 32 REAR-BOUNDARY RISK DISPERSION ============================================================ Date/Time: 2026-07-17 00:48:40 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2583790101901 Scenario number: 21 Scenario seed: 1741789050473798757 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.76% Blocker-prone seat share (topology component): 60.78% Aisle-assignment balance: 96.08% OUTCOME ------- Status: SUCCESS Completed ticks: 1164 Passengers seated: 306/306 Average waiting ticks: 521.08 Longest waiting passenger: P77->33D(LEFT) Longest waiting ticks: 1095 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 17 Regions dissolved: 1 Repeated reconstructions avoided: 17 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=18 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2734 Maximum occupied tiles: 14 Seat events: 159 Single-blocker events: 41 Multiple-blocker events: 20 Temporary aisle reoccupations: 84 RIGHT AISLE ----------- Total moves: 2588 Maximum occupied tiles: 13 Seat events: 147 Single-blocker events: 45 Multiple-blocker events: 18 Temporary aisle reoccupations: 84 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 129 Reservations granted: 129 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6051 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7379 Total stationary ticks: 164386 Seat-event requests: 319 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 755 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 2 Middle-bank reservation failures: 0 Active-event deferrals: 755 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 319\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 32 REAR-BOUNDARY RISK DISPERSION ============================================================ Date/Time: 2026-07-17 00:48:40 Experiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2583790101901 Scenario number: 21 Scenario seed: 1741789050473798757 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: REAR_BOUNDARY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 28.76% Blocker-prone seat share (topology component): 60.78% Aisle-assignment balance: 96.08% OUTCOME ------- Status: SUCCESS Completed ticks: 1164 Passengers seated: 306/306 Average waiting ticks: 521.20 Longest waiting passenger: P77->33D(LEFT) Longest waiting ticks: 1095 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 17 Regions dissolved: 1 Repeated reconstructions avoided: 17 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=18 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2734 Maximum occupied tiles: 14 Seat events: 159 Single-blocker events: 41 Multiple-blocker events: 20 Temporary aisle reoccupations: 84 RIGHT AISLE ----------- Total moves: 2588 Maximum occupied tiles: 13 Seat events: 147 Single-blocker events: 45 Multiple-blocker events: 18 Temporary aisle reoccupations: 84 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 130 Reservations granted: 130 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6026 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7393 Total stationary ticks: 164397 Seat-event requests: 321 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 786 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 2 Middle-bank reservation failures: 0 Active-event deferrals: 786 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 321\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 21 | standardDataset=306/306 (100.00%) | rearBoundaryRiskDispersionDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | rearBoundaryRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | rearBoundaryRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 32 REAR-BOUNDARY RISK DISPERSION ============================================================ Date/Time: 2026-07-17 00:48:40 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2583790101901 Scenario number: 22 Scenario seed: -4352869267410598664 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 86.52% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2489 Passengers seated: 256/282 Average waiting ticks: 499.41 Longest waiting passenger: P117->16D(RIGHT) Longest waiting ticks: 2468 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 22 Cluster candidates evaluated: 79 Executable cluster candidates: 0 Rejected cluster candidates: 79 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 26 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1651 Regions dissolved: 0 Repeated reconstructions avoided: 1651 Largest region lifetime: 1652 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1652:occupied=26 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1542 State changes reopening evaluation: 21 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1765 Maximum occupied tiles: 13 Seat events: 122 Single-blocker events: 34 Multiple-blocker events: 9 Temporary aisle reoccupations: 52 RIGHT AISLE ----------- Total moves: 2363 Maximum occupied tiles: 28 Seat events: 134 Single-blocker events: 34 Multiple-blocker events: 15 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1617 Reservations granted: 1617 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 21 Remaining waiting at row: 5 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 33252 Longest unresolved passenger ID: 84 Longest unresolved row: 29 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 12 Longest dependency chain: P47(24G/RIGHT) -> P183(26H/RIGHT) -> P173(32F/RIGHT) -> P104(26E/RIGHT) -> P205(31H/RIGHT) -> P177(23F/RIGHT) -> P190(26F/RIGHT) -> P30(25G/RIGHT) -> P230(26I/RIGHT) -> P255(31G/RIGHT) -> P84(29D/RIGHT) -> P5(28I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 47 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 21 Total blocked ticks: 47043 Total stationary ticks: 177760 Seat-event requests: 1841 Failed seat-event starts: 1585 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 5 Critical blocker identity: P5->28I(RIGHT) Direct fan-out: 1 Total indirect descendants: 11 Critical tree size including blocker: 12 Critical tree depth: 12 Frozen internal components: 5 Terminal WAITING_FOR_SEAT_EVENT nodes: 5 Unresolved internal passengers: 26 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 14 Critical blocker tree: P5(28I/RIGHT/WAITING_FOR_SEAT_EVENT) P84(29D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P255(31G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P230(26I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P30(25G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P190(26F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P177(23F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P205(31H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P104(26E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P173(32F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P183(26H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P47(24G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1584 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 2 Critical blocker required yield tiles: 29|30 Critical blocker unavailable yield tiles: 29 Critical blocker yield-tile occupants: 24 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 3 Yield-tile occupied failures: 1584 Rear-boundary failures: 1 Middle-bank reservation failures: 0 Active-event deferrals: 877 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[24]: P24(29I/RIGHT/WAITING_AT_ROW@tile29) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P24->29I(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: P24{seat=29I,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=29,directBlocker=-1,lastMoveTick=832,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 29|30 Current unavailable yield tiles: 29 Current yield-tile occupants: 24 Final row-event chain: 5|24 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 5 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1841\nPrecedence substitutions made: 0\nDependency chains followed: 57\nBlocked by waiting-row occupant: 149\nSubstituted events started: 0\nOccupied-space rejections: 4995\nMaximum scheduling-chain depth: 4\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 32 REAR-BOUNDARY RISK DISPERSION ============================================================ Date/Time: 2026-07-17 00:48:40 Experiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2583790101901 Scenario number: 22 Scenario seed: -4352869267410598664 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: REAR_BOUNDARY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 86.52% OUTCOME ------- Status: SUCCESS Completed ticks: 1134 Passengers seated: 282/282 Average waiting ticks: 477.77 Longest waiting passenger: P112->1G(RIGHT) Longest waiting ticks: 1098 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1765 Maximum occupied tiles: 13 Seat events: 122 Single-blocker events: 34 Multiple-blocker events: 9 Temporary aisle reoccupations: 52 RIGHT AISLE ----------- Total moves: 2547 Maximum occupied tiles: 12 Seat events: 160 Single-blocker events: 45 Multiple-blocker events: 21 Temporary aisle reoccupations: 87 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 97 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5507 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6696 Total stationary ticks: 139293 Seat-event requests: 287 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 638 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 638 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 287\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 22 | standardDataset=256/282 (90.78%) | rearBoundaryRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+26 | completionDelta=+9.22% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=true | rearBoundaryRiskDispersionWorse=false | standardFamily=LINKED_ROW_EVENT_CHAIN | rearBoundaryRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 32 REAR-BOUNDARY RISK DISPERSION ============================================================ Date/Time: 2026-07-17 00:48:40 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2583790101901 Scenario number: 23 Scenario seed: -1780584657104968244 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.72% Blocker-prone seat share (topology component): 74.54% Aisle-assignment balance: 99.07% OUTCOME ------- Status: SUCCESS Completed ticks: 776 Passengers seated: 216/216 Average waiting ticks: 356.95 Longest waiting passenger: P17->17F(LEFT) Longest waiting ticks: 733 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1576 Maximum occupied tiles: 11 Seat events: 109 Single-blocker events: 27 Multiple-blocker events: 7 Temporary aisle reoccupations: 41 RIGHT AISLE ----------- Total moves: 1533 Maximum occupied tiles: 12 Seat events: 107 Single-blocker events: 20 Multiple-blocker events: 14 Temporary aisle reoccupations: 50 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 119 Reservations granted: 115 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3980 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4851 Total stationary ticks: 80439 Seat-event requests: 221 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 397 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 397 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 225\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 32 REAR-BOUNDARY RISK DISPERSION ============================================================ Date/Time: 2026-07-17 00:48:40 Experiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2583790101901 Scenario number: 23 Scenario seed: -1780584657104968244 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: REAR_BOUNDARY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.72% Blocker-prone seat share (topology component): 74.54% Aisle-assignment balance: 99.07% OUTCOME ------- Status: SUCCESS Completed ticks: 775 Passengers seated: 216/216 Average waiting ticks: 356.19 Longest waiting passenger: P17->17F(LEFT) Longest waiting ticks: 732 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 3 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles14-16:occupied=3:anchor=P177:selected=P147:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1576 Maximum occupied tiles: 11 Seat events: 109 Single-blocker events: 27 Multiple-blocker events: 7 Temporary aisle reoccupations: 41 RIGHT AISLE ----------- Total moves: 1533 Maximum occupied tiles: 12 Seat events: 107 Single-blocker events: 20 Multiple-blocker events: 14 Temporary aisle reoccupations: 50 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 119 Reservations granted: 115 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4034 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4861 Total stationary ticks: 80296 Seat-event requests: 225 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 381 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 381 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 228\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 4\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 23 | standardDataset=216/216 (100.00%) | rearBoundaryRiskDispersionDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=3 | convertedToSuccess=false | rearBoundaryRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | rearBoundaryRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 32 REAR-BOUNDARY RISK DISPERSION ============================================================ Date/Time: 2026-07-17 00:48:40 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2583790101901 Scenario number: 24 Scenario seed: -1505245781240987898 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.39% Blocker-prone seat share (topology component): 67.52% Aisle-assignment balance: 98.54% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2455 Passengers seated: 257/274 Average waiting ticks: 461.35 Longest waiting passenger: P27->24H(RIGHT) Longest waiting ticks: 2414 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 14 Cluster candidates evaluated: 23 Executable cluster candidates: 0 Rejected cluster candidates: 23 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 17 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1754 Regions dissolved: 0 Repeated reconstructions avoided: 1754 Largest region lifetime: 1755 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1755:occupied=17 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1622 State changes reopening evaluation: 13 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2119 Maximum occupied tiles: 13 Seat events: 135 Single-blocker events: 31 Multiple-blocker events: 10 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 2086 Maximum occupied tiles: 19 Seat events: 122 Single-blocker events: 26 Multiple-blocker events: 14 Temporary aisle reoccupations: 54 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 129 Reservations granted: 126 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 14 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 23971 Longest unresolved passenger ID: 152 Longest unresolved row: 31 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 11 Longest dependency chain: P265(16G/RIGHT) -> P242(16H/RIGHT) -> P237(18G/RIGHT) -> P192(20E/RIGHT) -> P23(30G/RIGHT) -> P212(22I/RIGHT) -> P34(24I/RIGHT) -> P172(32I/RIGHT) -> P72(29I/RIGHT) -> P11(24E/RIGHT) -> P27(24H/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 265 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 14 Total blocked ticks: 35307 Total stationary ticks: 154452 Seat-event requests: 1915 Failed seat-event starts: 1658 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 27 Critical blocker identity: P27->24H(RIGHT) Direct fan-out: 1 Total indirect descendants: 10 Critical tree size including blocker: 11 Critical tree depth: 11 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 17 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 6 Critical blocker tree: P27(24H/RIGHT/WAITING_FOR_SEAT_EVENT) P11(24E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P72(29I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P172(32I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P34(24I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P212(22I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P23(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P192(20E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P237(18G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P242(16H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P265(16G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1658 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 25 Critical blocker unavailable yield tiles: 25 Critical blocker yield-tile occupants: 231 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1658 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 917 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 5 Yield-occupant trace: yieldOccupant[231]: P231(28G/RIGHT/MOVING_IN_AISLE@tile25) -> P177(30H/RIGHT/MOVING_IN_AISLE@tile26) -> P149(29H/RIGHT/MOVING_IN_AISLE@tile27) -> P152(31H/RIGHT/MOVING_IN_AISLE@tile28) -> P232(29D/RIGHT/WAITING_AT_ROW@tile29) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P232->29D(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P231{seat=28G,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=25,directBlocker=177,lastMoveTick=726,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 25 Current unavailable yield tiles: 25 Current yield-tile occupants: 231 Final row-event chain: 27|231|177|149|152|232 Final row-event chain length: 6 Distinct row events in chain: 6 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1918\nPrecedence substitutions made: 3\nDependency chains followed: 36\nBlocked by waiting-row occupant: 36\nSubstituted events started: 4\nOccupied-space rejections: 1669\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 32 REAR-BOUNDARY RISK DISPERSION ============================================================ Date/Time: 2026-07-17 00:48:40 Experiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2583790101901 Scenario number: 24 Scenario seed: -1505245781240987898 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: REAR_BOUNDARY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.39% Blocker-prone seat share (topology component): 67.52% Aisle-assignment balance: 98.54% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2455 Passengers seated: 257/274 Average waiting ticks: 461.35 Longest waiting passenger: P27->24H(RIGHT) Longest waiting ticks: 2414 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 17 Cluster candidates evaluated: 25 Executable cluster candidates: 1 Rejected cluster candidates: 24 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 17 Selected release potential total: 6 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1793 Regions dissolved: 1 Repeated reconstructions avoided: 1793 Largest region lifetime: 1755 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1755:occupied=17 Confirmation deferral ticks: 3 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1622 State changes reopening evaluation: 15 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2119 Maximum occupied tiles: 13 Seat events: 135 Single-blocker events: 31 Multiple-blocker events: 10 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 2086 Maximum occupied tiles: 19 Seat events: 122 Single-blocker events: 26 Multiple-blocker events: 14 Temporary aisle reoccupations: 54 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 128 Reservations granted: 125 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 14 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 23991 Longest unresolved passenger ID: 152 Longest unresolved row: 31 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 11 Longest dependency chain: P265(16G/RIGHT) -> P242(16H/RIGHT) -> P237(18G/RIGHT) -> P192(20E/RIGHT) -> P23(30G/RIGHT) -> P212(22I/RIGHT) -> P34(24I/RIGHT) -> P172(32I/RIGHT) -> P72(29I/RIGHT) -> P11(24E/RIGHT) -> P27(24H/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 265 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 14 Total blocked ticks: 35386 Total stationary ticks: 154476 Seat-event requests: 1921 Failed seat-event starts: 1664 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 27 Critical blocker identity: P27->24H(RIGHT) Direct fan-out: 1 Total indirect descendants: 10 Critical tree size including blocker: 11 Critical tree depth: 11 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 17 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 6 Critical blocker tree: P27(24H/RIGHT/WAITING_FOR_SEAT_EVENT) P11(24E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P72(29I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P172(32I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P34(24I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P212(22I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P23(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P192(20E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P237(18G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P242(16H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P265(16G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1664 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 25 Critical blocker unavailable yield tiles: 25 Critical blocker yield-tile occupants: 231 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1664 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 950 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 5 Yield-occupant trace: yieldOccupant[231]: P231(28G/RIGHT/MOVING_IN_AISLE@tile25) -> P177(30H/RIGHT/MOVING_IN_AISLE@tile26) -> P149(29H/RIGHT/MOVING_IN_AISLE@tile27) -> P152(31H/RIGHT/MOVING_IN_AISLE@tile28) -> P232(29D/RIGHT/WAITING_AT_ROW@tile29) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P232->29D(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P231{seat=28G,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=25,directBlocker=177,lastMoveTick=726,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 25 Current unavailable yield tiles: 25 Current yield-tile occupants: 231 Final row-event chain: 27|231|177|149|152|232 Final row-event chain length: 6 Distinct row events in chain: 6 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1923\nPrecedence substitutions made: 5\nDependency chains followed: 38\nBlocked by waiting-row occupant: 38\nSubstituted events started: 7\nOccupied-space rejections: 1679\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 24 | standardDataset=257/274 (93.80%) | rearBoundaryRiskDispersionDataset=257/274 (93.80%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | rearBoundaryRiskDispersionWorse=false | standardFamily=MOVING_PASSENGER_YIELD_CHAIN | rearBoundaryRiskDispersionFamily=MOVING_PASSENGER_YIELD_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 32 REAR-BOUNDARY RISK DISPERSION ============================================================ Date/Time: 2026-07-17 00:48:40 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2583790101901 Scenario number: 25 Scenario seed: -881616666646411026 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 98.72% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2327 Passengers seated: 221/235 Average waiting ticks: 414.02 Longest waiting passenger: P59->26D(LEFT) Longest waiting ticks: 2276 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 16 Cluster candidates evaluated: 51 Executable cluster candidates: 0 Rejected cluster candidates: 51 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 14 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1855 Regions dissolved: 0 Repeated reconstructions avoided: 1855 Largest region lifetime: 1856 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1856:occupied=14 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1646 State changes reopening evaluation: 15 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1774 Maximum occupied tiles: 19 Seat events: 102 Single-blocker events: 31 Multiple-blocker events: 6 Temporary aisle reoccupations: 44 RIGHT AISLE ----------- Total moves: 1604 Maximum occupied tiles: 11 Seat events: 119 Single-blocker events: 23 Multiple-blocker events: 15 Temporary aisle reoccupations: 58 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1778 Reservations granted: 1774 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 9 Remaining waiting at row: 5 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 15474 Longest unresolved passenger ID: 92 Longest unresolved row: 30 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 5 Longest dependency chain: P48(28C/LEFT) -> P19(28E/LEFT) -> P84(27A/LEFT) -> P27(29B/LEFT) -> P59(26D/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 48 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 9 Total blocked ticks: 29484 Total stationary ticks: 116071 Seat-event requests: 1916 Failed seat-event starts: 1695 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 59 Critical blocker identity: P59->26D(LEFT) Direct fan-out: 1 Total indirect descendants: 4 Critical tree size including blocker: 5 Critical tree depth: 5 Frozen internal components: 5 Terminal WAITING_FOR_SEAT_EVENT nodes: 5 Unresolved internal passengers: 14 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 9 Critical blocker tree: P59(26D/LEFT/WAITING_FOR_SEAT_EVENT) P27(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P84(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P19(28E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P48(28C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1693 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 1 Critical blocker required yield tiles: 27 Critical blocker unavailable yield tiles: 27 Critical blocker yield-tile occupants: 142 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 3 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1693 Rear-boundary failures: 2 Middle-bank reservation failures: 4 Active-event deferrals: 1074 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[142]: P142(30A/LEFT/MOVING_IN_AISLE@tile27) -> P98(28A/LEFT/WAITING_AT_ROW@tile28) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P98->28A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: P142{seat=30A,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=27,directBlocker=98,lastMoveTick=563,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 27 Current unavailable yield tiles: 27 Current yield-tile occupants: 142 Final row-event chain: 59|142|98 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 5 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1920\nPrecedence substitutions made: 2\nDependency chains followed: 55\nBlocked by waiting-row occupant: 85\nSubstituted events started: 3\nOccupied-space rejections: 3496\nMaximum scheduling-chain depth: 3\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 32 REAR-BOUNDARY RISK DISPERSION ============================================================ Date/Time: 2026-07-17 00:48:40 Experiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2583790101901 Scenario number: 25 Scenario seed: -881616666646411026 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: REAR_BOUNDARY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 98.72% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2327 Passengers seated: 221/235 Average waiting ticks: 414.02 Longest waiting passenger: P59->26D(LEFT) Longest waiting ticks: 2276 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 16 Cluster candidates evaluated: 51 Executable cluster candidates: 0 Rejected cluster candidates: 51 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 14 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1855 Regions dissolved: 0 Repeated reconstructions avoided: 1855 Largest region lifetime: 1856 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1856:occupied=14 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1646 State changes reopening evaluation: 15 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1774 Maximum occupied tiles: 19 Seat events: 102 Single-blocker events: 31 Multiple-blocker events: 6 Temporary aisle reoccupations: 44 RIGHT AISLE ----------- Total moves: 1604 Maximum occupied tiles: 11 Seat events: 119 Single-blocker events: 23 Multiple-blocker events: 15 Temporary aisle reoccupations: 58 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1778 Reservations granted: 1774 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 9 Remaining waiting at row: 5 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 15474 Longest unresolved passenger ID: 92 Longest unresolved row: 30 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 5 Longest dependency chain: P48(28C/LEFT) -> P19(28E/LEFT) -> P84(27A/LEFT) -> P27(29B/LEFT) -> P59(26D/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 48 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 9 Total blocked ticks: 29484 Total stationary ticks: 116071 Seat-event requests: 1916 Failed seat-event starts: 1695 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 59 Critical blocker identity: P59->26D(LEFT) Direct fan-out: 1 Total indirect descendants: 4 Critical tree size including blocker: 5 Critical tree depth: 5 Frozen internal components: 5 Terminal WAITING_FOR_SEAT_EVENT nodes: 5 Unresolved internal passengers: 14 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 9 Critical blocker tree: P59(26D/LEFT/WAITING_FOR_SEAT_EVENT) P27(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P84(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P19(28E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P48(28C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1693 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 1 Critical blocker required yield tiles: 27 Critical blocker unavailable yield tiles: 27 Critical blocker yield-tile occupants: 142 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 3 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1693 Rear-boundary failures: 2 Middle-bank reservation failures: 4 Active-event deferrals: 1074 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[142]: P142(30A/LEFT/MOVING_IN_AISLE@tile27) -> P98(28A/LEFT/WAITING_AT_ROW@tile28) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P98->28A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: P142{seat=30A,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=27,directBlocker=98,lastMoveTick=563,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 27 Current unavailable yield tiles: 27 Current yield-tile occupants: 142 Final row-event chain: 59|142|98 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 5 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1920\nPrecedence substitutions made: 2\nDependency chains followed: 55\nBlocked by waiting-row occupant: 85\nSubstituted events started: 3\nOccupied-space rejections: 3496\nMaximum scheduling-chain depth: 3\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 25 | standardDataset=221/235 (94.04%) | rearBoundaryRiskDispersionDataset=221/235 (94.04%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | rearBoundaryRiskDispersionWorse=false | standardFamily=MOVING_PASSENGER_YIELD_CHAIN | rearBoundaryRiskDispersionFamily=MOVING_PASSENGER_YIELD_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 32 REAR-BOUNDARY RISK DISPERSION ============================================================ Date/Time: 2026-07-17 00:48:40 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2583790101901 Scenario number: 26 Scenario seed: -5609338057657679136 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 35.94% Blocker-prone seat share (topology component): 75.52% Aisle-assignment balance: 92.71% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2198 Passengers seated: 185/192 Average waiting ticks: 327.45 Longest waiting passenger: P62->29C(RIGHT) Longest waiting ticks: 2144 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 6 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 7 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1613 Regions dissolved: 0 Repeated reconstructions avoided: 1613 Largest region lifetime: 1614 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1614:occupied=7 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1527 State changes reopening evaluation: 5 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1380 Maximum occupied tiles: 13 Seat events: 89 Single-blocker events: 24 Multiple-blocker events: 3 Temporary aisle reoccupations: 30 RIGHT AISLE ----------- Total moves: 1436 Maximum occupied tiles: 12 Seat events: 96 Single-blocker events: 26 Multiple-blocker events: 7 Temporary aisle reoccupations: 43 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1641 Reservations granted: 1641 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 6 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 9608 Longest unresolved passenger ID: 107 Longest unresolved row: 29 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 7 Longest dependency chain: P19(27H/RIGHT) -> P125(30C/RIGHT) -> P168(28H/RIGHT) -> P49(28G/RIGHT) -> P24(30F/RIGHT) -> P107(29F/RIGHT) -> P62(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 19 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 6 Total blocked ticks: 14940 Total stationary ticks: 74798 Seat-event requests: 1729 Failed seat-event starts: 1544 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 62 Critical blocker identity: P62->29C(RIGHT) Direct fan-out: 1 Total indirect descendants: 6 Critical tree size including blocker: 7 Critical tree depth: 7 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 7 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P62(29C/RIGHT/WAITING_FOR_SEAT_EVENT) P107(29F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P24(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P49(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P168(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P125(30C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P19(27H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1540 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 4 Rear-boundary failures: 1540 Middle-bank reservation failures: 0 Active-event deferrals: 494 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1729\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 4\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 32 REAR-BOUNDARY RISK DISPERSION ============================================================ Date/Time: 2026-07-17 00:48:40 Experiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2583790101901 Scenario number: 26 Scenario seed: -5609338057657679136 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: REAR_BOUNDARY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 35.94% Blocker-prone seat share (topology component): 75.52% Aisle-assignment balance: 92.71% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2195 Passengers seated: 185/192 Average waiting ticks: 326.98 Longest waiting passenger: P62->29C(RIGHT) Longest waiting ticks: 2141 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 7 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 7 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1611 Regions dissolved: 0 Repeated reconstructions avoided: 1611 Largest region lifetime: 1612 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1612:occupied=7 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1524 State changes reopening evaluation: 6 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1380 Maximum occupied tiles: 13 Seat events: 89 Single-blocker events: 24 Multiple-blocker events: 3 Temporary aisle reoccupations: 30 RIGHT AISLE ----------- Total moves: 1436 Maximum occupied tiles: 12 Seat events: 96 Single-blocker events: 26 Multiple-blocker events: 7 Temporary aisle reoccupations: 43 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1637 Reservations granted: 1637 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 6 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 9602 Longest unresolved passenger ID: 107 Longest unresolved row: 29 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 7 Longest dependency chain: P19(27H/RIGHT) -> P125(30C/RIGHT) -> P168(28H/RIGHT) -> P49(28G/RIGHT) -> P24(30F/RIGHT) -> P107(29F/RIGHT) -> P62(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 19 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 6 Total blocked ticks: 14948 Total stationary ticks: 74733 Seat-event requests: 1725 Failed seat-event starts: 1540 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 62 Critical blocker identity: P62->29C(RIGHT) Direct fan-out: 1 Total indirect descendants: 6 Critical tree size including blocker: 7 Critical tree depth: 7 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 7 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P62(29C/RIGHT/WAITING_FOR_SEAT_EVENT) P107(29F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P24(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P49(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P168(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P125(30C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P19(27H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1538 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 2 Rear-boundary failures: 1538 Middle-bank reservation failures: 0 Active-event deferrals: 486 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1725\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 2\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 26 | standardDataset=185/192 (96.35%) | rearBoundaryRiskDispersionDataset=185/192 (96.35%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | rearBoundaryRiskDispersionWorse=false | standardFamily=REAR_BOUNDARY_LOCK | rearBoundaryRiskDispersionFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 32 REAR-BOUNDARY RISK DISPERSION ============================================================ Date/Time: 2026-07-17 00:48:40 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2583790101901 Scenario number: 27 Scenario seed: 2313117633210864629 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 35.09% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 97.37% OUTCOME ------- Status: SUCCESS Completed ticks: 832 Passengers seated: 228/228 Average waiting ticks: 369.28 Longest waiting passenger: P125->26E(RIGHT) Longest waiting ticks: 774 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 42 Regions dissolved: 2 Repeated reconstructions avoided: 42 Largest region lifetime: 33 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=33 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1545 Maximum occupied tiles: 12 Seat events: 111 Single-blocker events: 34 Multiple-blocker events: 9 Temporary aisle reoccupations: 56 RIGHT AISLE ----------- Total moves: 1781 Maximum occupied tiles: 12 Seat events: 117 Single-blocker events: 31 Multiple-blocker events: 14 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 124 Reservations granted: 124 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4437 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5558 Total stationary ticks: 87961 Seat-event requests: 239 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 541 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 541 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 238\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 32 REAR-BOUNDARY RISK DISPERSION ============================================================ Date/Time: 2026-07-17 00:48:40 Experiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2583790101901 Scenario number: 27 Scenario seed: 2313117633210864629 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: REAR_BOUNDARY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 35.09% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 97.37% OUTCOME ------- Status: SUCCESS Completed ticks: 832 Passengers seated: 228/228 Average waiting ticks: 369.28 Longest waiting passenger: P125->26E(RIGHT) Longest waiting ticks: 774 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 42 Regions dissolved: 2 Repeated reconstructions avoided: 42 Largest region lifetime: 33 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=33 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1545 Maximum occupied tiles: 12 Seat events: 111 Single-blocker events: 34 Multiple-blocker events: 9 Temporary aisle reoccupations: 56 RIGHT AISLE ----------- Total moves: 1781 Maximum occupied tiles: 12 Seat events: 117 Single-blocker events: 31 Multiple-blocker events: 14 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 124 Reservations granted: 124 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4437 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5558 Total stationary ticks: 87961 Seat-event requests: 239 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 541 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 541 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 238\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 27 | standardDataset=228/228 (100.00%) | rearBoundaryRiskDispersionDataset=228/228 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | rearBoundaryRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | rearBoundaryRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 32 REAR-BOUNDARY RISK DISPERSION ============================================================ Date/Time: 2026-07-17 00:48:40 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2583790101901 Scenario number: 28 Scenario seed: -1134645737436172350 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.49% Blocker-prone seat share (topology component): 59.94% Aisle-assignment balance: 99.42% OUTCOME ------- Status: SUCCESS Completed ticks: 1224 Passengers seated: 342/342 Average waiting ticks: 580.19 Longest waiting passenger: P175->1A(LEFT) Longest waiting ticks: 1172 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 7 Regions dissolved: 1 Repeated reconstructions avoided: 7 Largest region lifetime: 8 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=8 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2930 Maximum occupied tiles: 13 Seat events: 170 Single-blocker events: 47 Multiple-blocker events: 23 Temporary aisle reoccupations: 99 RIGHT AISLE ----------- Total moves: 2992 Maximum occupied tiles: 15 Seat events: 172 Single-blocker events: 53 Multiple-blocker events: 28 Temporary aisle reoccupations: 115 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 153 Reservations granted: 153 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7101 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8685 Total stationary ticks: 204349 Seat-event requests: 364 Failed seat-event starts: 22 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 813 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 22 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 813 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 364\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 5\nOccupied-space rejections: 25\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 32 REAR-BOUNDARY RISK DISPERSION ============================================================ Date/Time: 2026-07-17 00:48:40 Experiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2583790101901 Scenario number: 28 Scenario seed: -1134645737436172350 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: REAR_BOUNDARY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.49% Blocker-prone seat share (topology component): 59.94% Aisle-assignment balance: 99.42% OUTCOME ------- Status: SUCCESS Completed ticks: 1224 Passengers seated: 342/342 Average waiting ticks: 580.19 Longest waiting passenger: P175->1A(LEFT) Longest waiting ticks: 1172 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 7 Regions dissolved: 1 Repeated reconstructions avoided: 7 Largest region lifetime: 8 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=8 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2930 Maximum occupied tiles: 13 Seat events: 170 Single-blocker events: 47 Multiple-blocker events: 23 Temporary aisle reoccupations: 99 RIGHT AISLE ----------- Total moves: 2992 Maximum occupied tiles: 15 Seat events: 172 Single-blocker events: 53 Multiple-blocker events: 28 Temporary aisle reoccupations: 115 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 153 Reservations granted: 153 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7101 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8685 Total stationary ticks: 204349 Seat-event requests: 364 Failed seat-event starts: 22 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 813 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 22 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 813 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 364\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 5\nOccupied-space rejections: 25\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 28 | standardDataset=342/342 (100.00%) | rearBoundaryRiskDispersionDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | rearBoundaryRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | rearBoundaryRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 32 REAR-BOUNDARY RISK DISPERSION ============================================================ Date/Time: 2026-07-17 00:48:40 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2583790101901 Scenario number: 29 Scenario seed: 6375700454701781603 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.12% Blocker-prone seat share (topology component): 57.84% Aisle-assignment balance: 96.08% OUTCOME ------- Status: SUCCESS Completed ticks: 1150 Passengers seated: 306/306 Average waiting ticks: 520.84 Longest waiting passenger: P37->30H(RIGHT) Longest waiting ticks: 1094 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 3 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 7 Selected release potential total: 6 Last cluster decision: LEFT:tiles16-21:occupied=5:anchor=P6:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 36 Regions dissolved: 2 Repeated reconstructions avoided: 36 Largest region lifetime: 30 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=30 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2475 Maximum occupied tiles: 12 Seat events: 147 Single-blocker events: 41 Multiple-blocker events: 12 Temporary aisle reoccupations: 69 RIGHT AISLE ----------- Total moves: 2775 Maximum occupied tiles: 12 Seat events: 159 Single-blocker events: 47 Multiple-blocker events: 15 Temporary aisle reoccupations: 79 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 137 Reservations granted: 137 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5944 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7383 Total stationary ticks: 164362 Seat-event requests: 329 Failed seat-event starts: 23 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 744 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 23 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 744 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 328\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 25\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 32 REAR-BOUNDARY RISK DISPERSION ============================================================ Date/Time: 2026-07-17 00:48:40 Experiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2583790101901 Scenario number: 29 Scenario seed: 6375700454701781603 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: REAR_BOUNDARY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.12% Blocker-prone seat share (topology component): 57.84% Aisle-assignment balance: 96.08% OUTCOME ------- Status: SUCCESS Completed ticks: 1150 Passengers seated: 306/306 Average waiting ticks: 520.84 Longest waiting passenger: P37->30H(RIGHT) Longest waiting ticks: 1094 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 3 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 7 Selected release potential total: 6 Last cluster decision: LEFT:tiles16-21:occupied=5:anchor=P6:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 36 Regions dissolved: 2 Repeated reconstructions avoided: 36 Largest region lifetime: 30 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=30 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2475 Maximum occupied tiles: 12 Seat events: 147 Single-blocker events: 41 Multiple-blocker events: 12 Temporary aisle reoccupations: 69 RIGHT AISLE ----------- Total moves: 2775 Maximum occupied tiles: 12 Seat events: 159 Single-blocker events: 47 Multiple-blocker events: 15 Temporary aisle reoccupations: 79 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 137 Reservations granted: 137 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5944 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7383 Total stationary ticks: 164362 Seat-event requests: 329 Failed seat-event starts: 23 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 744 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 23 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 744 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 328\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 25\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 29 | standardDataset=306/306 (100.00%) | rearBoundaryRiskDispersionDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=2 | convertedToSuccess=false | rearBoundaryRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | rearBoundaryRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 32 REAR-BOUNDARY RISK DISPERSION ============================================================ Date/Time: 2026-07-17 00:48:40 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2583790101901 Scenario number: 30 Scenario seed: -4694278494320972230 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.35% Blocker-prone seat share (topology component): 74.51% Aisle-assignment balance: 98.04% OUTCOME ------- Status: SUCCESS Completed ticks: 744 Passengers seated: 204/204 Average waiting ticks: 330.20 Longest waiting passenger: P120->21G(RIGHT) Longest waiting ticks: 696 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 19 Regions dissolved: 1 Repeated reconstructions avoided: 19 Largest region lifetime: 20 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=20 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1437 Maximum occupied tiles: 12 Seat events: 100 Single-blocker events: 25 Multiple-blocker events: 11 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1519 Maximum occupied tiles: 14 Seat events: 104 Single-blocker events: 26 Multiple-blocker events: 10 Temporary aisle reoccupations: 50 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 122 Reservations granted: 116 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3837 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4965 Total stationary ticks: 70687 Seat-event requests: 214 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 524 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 524 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 220\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 32 REAR-BOUNDARY RISK DISPERSION ============================================================ Date/Time: 2026-07-17 00:48:40 Experiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2583790101901 Scenario number: 30 Scenario seed: -4694278494320972230 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: REAR_BOUNDARY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 32.35% Blocker-prone seat share (topology component): 74.51% Aisle-assignment balance: 98.04% OUTCOME ------- Status: SUCCESS Completed ticks: 743 Passengers seated: 204/204 Average waiting ticks: 330.26 Longest waiting passenger: P120->21G(RIGHT) Longest waiting ticks: 695 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 19 Regions dissolved: 1 Repeated reconstructions avoided: 19 Largest region lifetime: 20 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=20 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1437 Maximum occupied tiles: 12 Seat events: 100 Single-blocker events: 25 Multiple-blocker events: 11 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1519 Maximum occupied tiles: 14 Seat events: 104 Single-blocker events: 26 Multiple-blocker events: 10 Temporary aisle reoccupations: 50 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 123 Reservations granted: 117 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3813 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4995 Total stationary ticks: 70694 Seat-event requests: 215 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 553 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 553 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 221\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 30 | standardDataset=204/204 (100.00%) | rearBoundaryRiskDispersionDataset=204/204 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | rearBoundaryRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | rearBoundaryRiskDispersionFamily=COMPLETE_CABIN ************************************************************ BATCH EXPERIMENT SUMMARY RESEARCH EXPERIMENT 32 REAR-BOUNDARY RISK DISPERSION ************************************************************ Experiment seed: 2583790101901 Scenarios executed: 60 Successful completions: 49 Incomplete/MAX_TICKS: 11 Average completed ticks: 1310.42 Average waiting ticks: 470.17 ************************************************************ ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 33 INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 00:58:10 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2683790101901 Scenario number: 1 Scenario seed: -6403156585856197560 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 1013 Passengers seated: 282/282 Average waiting ticks: 467.70 Longest waiting passenger: P84->24D(LEFT) Longest waiting ticks: 964 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: LEFT:tiles15-17:occupied=3:anchor=P149:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 10 Regions dissolved: 1 Repeated reconstructions avoided: 10 Largest region lifetime: 11 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=11 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2230 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 44 Multiple-blocker events: 14 Temporary aisle reoccupations: 72 RIGHT AISLE ----------- Total moves: 2154 Maximum occupied tiles: 12 Seat events: 140 Single-blocker events: 45 Multiple-blocker events: 15 Temporary aisle reoccupations: 75 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 99 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5548 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6707 Total stationary ticks: 136497 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 580 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 580 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 290\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 6\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 33 INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 00:58:10 Experiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2683790101901 Scenario number: 1 Scenario seed: -6403156585856197560 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 1013 Passengers seated: 282/282 Average waiting ticks: 467.70 Longest waiting passenger: P84->24D(LEFT) Longest waiting ticks: 964 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: LEFT:tiles15-17:occupied=3:anchor=P149:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 10 Regions dissolved: 1 Repeated reconstructions avoided: 10 Largest region lifetime: 11 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=11 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2230 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 44 Multiple-blocker events: 14 Temporary aisle reoccupations: 72 RIGHT AISLE ----------- Total moves: 2154 Maximum occupied tiles: 12 Seat events: 140 Single-blocker events: 45 Multiple-blocker events: 15 Temporary aisle reoccupations: 75 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 99 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5548 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6707 Total stationary ticks: 136497 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 580 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 580 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 290\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 6\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 01 | standardDataset=282/282 (100.00%) | replicatedRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=2 | convertedToSuccess=false | replicatedRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | replicatedRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 33 INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 00:58:10 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2683790101901 Scenario number: 2 Scenario seed: 6345562487149093464 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 29.32% Blocker-prone seat share (topology component): 61.11% Aisle-assignment balance: 96.30% OUTCOME ------- Status: SUCCESS Completed ticks: 1194 Passengers seated: 324/324 Average waiting ticks: 533.26 Longest waiting passenger: P17->36D(RIGHT) Longest waiting ticks: 1141 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 6 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 41 Regions dissolved: 3 Repeated reconstructions avoided: 41 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2715 Maximum occupied tiles: 12 Seat events: 156 Single-blocker events: 41 Multiple-blocker events: 18 Temporary aisle reoccupations: 78 RIGHT AISLE ----------- Total moves: 2997 Maximum occupied tiles: 15 Seat events: 168 Single-blocker events: 46 Multiple-blocker events: 22 Temporary aisle reoccupations: 93 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 132 Reservations granted: 132 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7388 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9201 Total stationary ticks: 179242 Seat-event requests: 346 Failed seat-event starts: 22 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 909 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 22 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 909 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 344\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 7\nOccupied-space rejections: 27\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 33 INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 00:58:10 Experiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2683790101901 Scenario number: 2 Scenario seed: 6345562487149093464 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 29.32% Blocker-prone seat share (topology component): 61.11% Aisle-assignment balance: 96.30% OUTCOME ------- Status: SUCCESS Completed ticks: 1194 Passengers seated: 324/324 Average waiting ticks: 533.26 Longest waiting passenger: P17->36D(RIGHT) Longest waiting ticks: 1141 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 6 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 41 Regions dissolved: 3 Repeated reconstructions avoided: 41 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2715 Maximum occupied tiles: 12 Seat events: 156 Single-blocker events: 41 Multiple-blocker events: 18 Temporary aisle reoccupations: 78 RIGHT AISLE ----------- Total moves: 2997 Maximum occupied tiles: 15 Seat events: 168 Single-blocker events: 46 Multiple-blocker events: 22 Temporary aisle reoccupations: 93 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 132 Reservations granted: 132 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7388 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9201 Total stationary ticks: 179242 Seat-event requests: 346 Failed seat-event starts: 22 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 909 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 22 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 909 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 344\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 7\nOccupied-space rejections: 27\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 02 | standardDataset=324/324 (100.00%) | replicatedRiskDispersionDataset=324/324 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | replicatedRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | replicatedRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 33 INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 00:58:10 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2683790101901 Scenario number: 3 Scenario seed: 3101731952787788727 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.50% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 99.29% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2519 Passengers seated: 242/282 Average waiting ticks: 519.76 Longest waiting passenger: P10->9I(RIGHT) Longest waiting ticks: 2519 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 29 Cluster candidates evaluated: 26 Executable cluster candidates: 0 Rejected cluster candidates: 26 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 32 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2092 Regions dissolved: 0 Repeated reconstructions avoided: 2092 Largest region lifetime: 2093 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2093:occupied=32 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1842 State changes reopening evaluation: 28 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2128 Maximum occupied tiles: 11 Seat events: 140 Single-blocker events: 37 Multiple-blocker events: 9 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 1899 Maximum occupied tiles: 32 Seat events: 102 Single-blocker events: 24 Multiple-blocker events: 6 Temporary aisle reoccupations: 36 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 88 Reservations granted: 88 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 8 Remaining moving in aisle: 30 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 54877 Longest unresolved passenger ID: 10 Longest unresolved row: 9 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 28 Longest dependency chain: P211(8G/RIGHT) -> P70(28G/RIGHT) -> P13(14I/RIGHT) -> P92(6F/RIGHT) -> P128(15E/RIGHT) -> P154(20G/RIGHT) -> P209(19D/RIGHT) -> P262(12I/RIGHT) -> P222(20D/RIGHT) -> P191(14H/RIGHT) -> P14(27G/RIGHT) -> P67(25I/RIGHT) -> P111(28E/RIGHT) -> P140(27I/RIGHT) -> P61(20H/RIGHT) -> P197(26D/RIGHT) -> P242(22H/RIGHT) -> P165(31E/RIGHT) -> P117(29H/RIGHT) -> P158(31I/RIGHT) -> P102(30G/RIGHT) -> P271(26I/RIGHT) -> P118(24G/RIGHT) -> P63(30F/RIGHT) -> P85(31H/RIGHT) -> P139(28D/RIGHT) -> P47(29G/RIGHT) -> P160(28I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 211 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 30 Total blocked ticks: 64083 Total stationary ticks: 204774 Seat-event requests: 2127 Failed seat-event starts: 1885 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 160 Critical blocker identity: P160->28I(RIGHT) Direct fan-out: 1 Total indirect descendants: 27 Critical tree size including blocker: 28 Critical tree depth: 28 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 32 Unresolved outside passengers: 8 Unresolved internal passengers outside critical tree: 4 Critical blocker tree: P160(28I/RIGHT/WAITING_FOR_SEAT_EVENT) P47(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P139(28D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P85(31H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P63(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P118(24G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P271(26I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P102(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P158(31I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P117(29H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P165(31E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P242(22H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P197(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P61(20H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P140(27I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P111(28E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P67(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P14(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P191(14H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P222(20D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P262(12I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P209(19D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P154(20G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P128(15E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P92(6F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P13(14I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P70(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P211(8G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1869 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 29 Critical blocker unavailable yield tiles: 29 Critical blocker yield-tile occupants: 38 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 2 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1869 Rear-boundary failures: 16 Middle-bank reservation failures: 0 Active-event deferrals: 823 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 4 Yield-occupant trace: yieldOccupant[38]: P38(30H/RIGHT/MOVING_IN_AISLE@tile29) -> P249(32E/RIGHT/MOVING_IN_AISLE@tile30) -> P270(32D/RIGHT/MOVING_IN_AISLE@tile31) -> P31(32H/RIGHT/WAITING_AT_ROW@tile32) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P31->32H(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P38{seat=30H,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=29,directBlocker=249,lastMoveTick=442,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 29 Current unavailable yield tiles: 29 Current yield-tile occupants: 38 Final row-event chain: 160|38|249|270|31 Final row-event chain length: 5 Distinct row events in chain: 5 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2127\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 1869\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 33 INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 00:58:10 Experiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2683790101901 Scenario number: 3 Scenario seed: 3101731952787788727 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.50% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 99.29% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2517 Passengers seated: 242/282 Average waiting ticks: 518.70 Longest waiting passenger: P10->9I(RIGHT) Longest waiting ticks: 2517 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 29 Cluster candidates evaluated: 26 Executable cluster candidates: 0 Rejected cluster candidates: 26 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 32 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2084 Regions dissolved: 0 Repeated reconstructions avoided: 2084 Largest region lifetime: 2085 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2085:occupied=32 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1840 State changes reopening evaluation: 28 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2128 Maximum occupied tiles: 11 Seat events: 140 Single-blocker events: 37 Multiple-blocker events: 9 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 1899 Maximum occupied tiles: 32 Seat events: 102 Single-blocker events: 24 Multiple-blocker events: 6 Temporary aisle reoccupations: 36 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 88 Reservations granted: 88 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 8 Remaining moving in aisle: 30 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 54852 Longest unresolved passenger ID: 10 Longest unresolved row: 9 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 28 Longest dependency chain: P211(8G/RIGHT) -> P70(28G/RIGHT) -> P13(14I/RIGHT) -> P92(6F/RIGHT) -> P128(15E/RIGHT) -> P154(20G/RIGHT) -> P209(19D/RIGHT) -> P262(12I/RIGHT) -> P222(20D/RIGHT) -> P191(14H/RIGHT) -> P14(27G/RIGHT) -> P67(25I/RIGHT) -> P111(28E/RIGHT) -> P140(27I/RIGHT) -> P61(20H/RIGHT) -> P197(26D/RIGHT) -> P242(22H/RIGHT) -> P165(31E/RIGHT) -> P117(29H/RIGHT) -> P158(31I/RIGHT) -> P102(30G/RIGHT) -> P271(26I/RIGHT) -> P118(24G/RIGHT) -> P63(30F/RIGHT) -> P85(31H/RIGHT) -> P139(28D/RIGHT) -> P47(29G/RIGHT) -> P160(28I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 211 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 30 Total blocked ticks: 64104 Total stationary ticks: 204495 Seat-event requests: 2125 Failed seat-event starts: 1883 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 160 Critical blocker identity: P160->28I(RIGHT) Direct fan-out: 1 Total indirect descendants: 27 Critical tree size including blocker: 28 Critical tree depth: 28 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 32 Unresolved outside passengers: 8 Unresolved internal passengers outside critical tree: 4 Critical blocker tree: P160(28I/RIGHT/WAITING_FOR_SEAT_EVENT) P47(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P139(28D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P85(31H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P63(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P118(24G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P271(26I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P102(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P158(31I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P117(29H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P165(31E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P242(22H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P197(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P61(20H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P140(27I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P111(28E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P67(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P14(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P191(14H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P222(20D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P262(12I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P209(19D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P154(20G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P128(15E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P92(6F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P13(14I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P70(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P211(8G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1867 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 29 Critical blocker unavailable yield tiles: 29 Critical blocker yield-tile occupants: 38 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 2 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1867 Rear-boundary failures: 16 Middle-bank reservation failures: 0 Active-event deferrals: 829 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 4 Yield-occupant trace: yieldOccupant[38]: P38(30H/RIGHT/MOVING_IN_AISLE@tile29) -> P249(32E/RIGHT/MOVING_IN_AISLE@tile30) -> P270(32D/RIGHT/MOVING_IN_AISLE@tile31) -> P31(32H/RIGHT/WAITING_AT_ROW@tile32) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P31->32H(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P38{seat=30H,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=29,directBlocker=249,lastMoveTick=441,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 29 Current unavailable yield tiles: 29 Current yield-tile occupants: 38 Final row-event chain: 160|38|249|270|31 Final row-event chain length: 5 Distinct row events in chain: 5 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2125\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 1867\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 03 | standardDataset=242/282 (85.82%) | replicatedRiskDispersionDataset=242/282 (85.82%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | replicatedRiskDispersionWorse=false | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | replicatedRiskDispersionFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 33 INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 00:58:10 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2683790101901 Scenario number: 4 Scenario seed: 8527875926754944104 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 65.96% Aisle-assignment balance: 98.58% OUTCOME ------- Status: SUCCESS Completed ticks: 1026 Passengers seated: 282/282 Average waiting ticks: 474.00 Longest waiting passenger: P178->15C(LEFT) Longest waiting ticks: 982 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2243 Maximum occupied tiles: 13 Seat events: 143 Single-blocker events: 39 Multiple-blocker events: 12 Temporary aisle reoccupations: 63 RIGHT AISLE ----------- Total moves: 2130 Maximum occupied tiles: 11 Seat events: 139 Single-blocker events: 29 Multiple-blocker events: 18 Temporary aisle reoccupations: 65 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 105 Reservations granted: 101 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5432 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6553 Total stationary ticks: 138204 Seat-event requests: 292 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 546 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 546 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 296\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 33 INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 00:58:10 Experiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2683790101901 Scenario number: 4 Scenario seed: 8527875926754944104 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 65.96% Aisle-assignment balance: 98.58% OUTCOME ------- Status: SUCCESS Completed ticks: 1026 Passengers seated: 282/282 Average waiting ticks: 474.00 Longest waiting passenger: P178->15C(LEFT) Longest waiting ticks: 982 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2243 Maximum occupied tiles: 13 Seat events: 143 Single-blocker events: 39 Multiple-blocker events: 12 Temporary aisle reoccupations: 63 RIGHT AISLE ----------- Total moves: 2130 Maximum occupied tiles: 11 Seat events: 139 Single-blocker events: 29 Multiple-blocker events: 18 Temporary aisle reoccupations: 65 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 105 Reservations granted: 101 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5432 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6553 Total stationary ticks: 138204 Seat-event requests: 292 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 546 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 546 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 296\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 04 | standardDataset=282/282 (100.00%) | replicatedRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | replicatedRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | replicatedRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 33 INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 00:58:10 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2683790101901 Scenario number: 5 Scenario seed: 7222991264879651192 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.80% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 98.04% OUTCOME ------- Status: SUCCESS Completed ticks: 729 Passengers seated: 204/204 Average waiting ticks: 330.38 Longest waiting passenger: P160->11A(LEFT) Longest waiting ticks: 691 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 6 Last cluster decision: RIGHT:tiles19-21:occupied=3:anchor=P176:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 23 Regions dissolved: 2 Repeated reconstructions avoided: 23 Largest region lifetime: 15 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=15 Confirmation deferral ticks: 3 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1558 Maximum occupied tiles: 11 Seat events: 104 Single-blocker events: 22 Multiple-blocker events: 9 Temporary aisle reoccupations: 44 RIGHT AISLE ----------- Total moves: 1423 Maximum occupied tiles: 11 Seat events: 100 Single-blocker events: 24 Multiple-blocker events: 8 Temporary aisle reoccupations: 43 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 112 Reservations granted: 112 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3736 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4863 Total stationary ticks: 70577 Seat-event requests: 217 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 573 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 573 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 215\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 33 INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 00:58:10 Experiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2683790101901 Scenario number: 5 Scenario seed: 7222991264879651192 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.80% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 98.04% OUTCOME ------- Status: SUCCESS Completed ticks: 731 Passengers seated: 204/204 Average waiting ticks: 330.59 Longest waiting passenger: P160->11A(LEFT) Longest waiting ticks: 693 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 6 Last cluster decision: RIGHT:tiles19-21:occupied=3:anchor=P176:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 23 Regions dissolved: 2 Repeated reconstructions avoided: 23 Largest region lifetime: 15 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=15 Confirmation deferral ticks: 3 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1558 Maximum occupied tiles: 11 Seat events: 104 Single-blocker events: 22 Multiple-blocker events: 9 Temporary aisle reoccupations: 44 RIGHT AISLE ----------- Total moves: 1423 Maximum occupied tiles: 11 Seat events: 100 Single-blocker events: 24 Multiple-blocker events: 8 Temporary aisle reoccupations: 43 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 112 Reservations granted: 112 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3742 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4873 Total stationary ticks: 70631 Seat-event requests: 217 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 572 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 572 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 215\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 05 | standardDataset=204/204 (100.00%) | replicatedRiskDispersionDataset=204/204 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | replicatedRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | replicatedRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 33 INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 00:58:10 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2683790101901 Scenario number: 6 Scenario seed: 7572781293089549085 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.80% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 83.33% OUTCOME ------- Status: SUCCESS Completed ticks: 890 Passengers seated: 216/216 Average waiting ticks: 361.44 Longest waiting passenger: P116->10H(RIGHT) Longest waiting ticks: 825 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 22 Regions dissolved: 1 Repeated reconstructions avoided: 22 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=23 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1373 Maximum occupied tiles: 14 Seat events: 90 Single-blocker events: 27 Multiple-blocker events: 4 Temporary aisle reoccupations: 37 RIGHT AISLE ----------- Total moves: 1807 Maximum occupied tiles: 13 Seat events: 126 Single-blocker events: 40 Multiple-blocker events: 10 Temporary aisle reoccupations: 63 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 116 Reservations granted: 116 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4194 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5087 Total stationary ticks: 81553 Seat-event requests: 225 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 460 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 1 Middle-bank reservation failures: 0 Active-event deferrals: 460 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 225\nPrecedence substitutions made: 1\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 33 INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 00:58:10 Experiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2683790101901 Scenario number: 6 Scenario seed: 7572781293089549085 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.80% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 83.33% OUTCOME ------- Status: SUCCESS Completed ticks: 894 Passengers seated: 216/216 Average waiting ticks: 361.39 Longest waiting passenger: P116->10H(RIGHT) Longest waiting ticks: 825 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 22 Regions dissolved: 1 Repeated reconstructions avoided: 22 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=23 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1373 Maximum occupied tiles: 14 Seat events: 90 Single-blocker events: 27 Multiple-blocker events: 4 Temporary aisle reoccupations: 37 RIGHT AISLE ----------- Total moves: 1807 Maximum occupied tiles: 13 Seat events: 126 Single-blocker events: 40 Multiple-blocker events: 10 Temporary aisle reoccupations: 63 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 115 Reservations granted: 115 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4200 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5069 Total stationary ticks: 81539 Seat-event requests: 224 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 449 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 449 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 224\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 06 | standardDataset=216/216 (100.00%) | replicatedRiskDispersionDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | replicatedRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | replicatedRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 33 INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 00:58:10 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2683790101901 Scenario number: 7 Scenario seed: -1367153947941612691 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 845 Passengers seated: 235/235 Average waiting ticks: 383.11 Longest waiting passenger: P183->14D(RIGHT) Longest waiting ticks: 800 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1763 Maximum occupied tiles: 12 Seat events: 114 Single-blocker events: 28 Multiple-blocker events: 10 Temporary aisle reoccupations: 50 RIGHT AISLE ----------- Total moves: 1667 Maximum occupied tiles: 13 Seat events: 121 Single-blocker events: 36 Multiple-blocker events: 11 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 129 Reservations granted: 125 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4547 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5641 Total stationary ticks: 93849 Seat-event requests: 241 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 561 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 561 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 33 INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 00:58:10 Experiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2683790101901 Scenario number: 7 Scenario seed: -1367153947941612691 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 845 Passengers seated: 235/235 Average waiting ticks: 383.28 Longest waiting passenger: P183->14D(RIGHT) Longest waiting ticks: 800 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1763 Maximum occupied tiles: 12 Seat events: 114 Single-blocker events: 28 Multiple-blocker events: 10 Temporary aisle reoccupations: 50 RIGHT AISLE ----------- Total moves: 1667 Maximum occupied tiles: 13 Seat events: 121 Single-blocker events: 36 Multiple-blocker events: 11 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 129 Reservations granted: 125 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4523 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5555 Total stationary ticks: 93824 Seat-event requests: 241 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 545 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 545 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 07 | standardDataset=235/235 (100.00%) | replicatedRiskDispersionDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | replicatedRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | replicatedRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 33 INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 00:58:10 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2683790101901 Scenario number: 8 Scenario seed: -2802588855475370181 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.10% Blocker-prone seat share (topology component): 58.82% Aisle-assignment balance: 96.73% OUTCOME ------- Status: SUCCESS Completed ticks: 1121 Passengers seated: 306/306 Average waiting ticks: 514.21 Longest waiting passenger: P21->5H(RIGHT) Longest waiting ticks: 1086 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2448 Maximum occupied tiles: 13 Seat events: 148 Single-blocker events: 49 Multiple-blocker events: 16 Temporary aisle reoccupations: 82 RIGHT AISLE ----------- Total moves: 2783 Maximum occupied tiles: 12 Seat events: 158 Single-blocker events: 37 Multiple-blocker events: 22 Temporary aisle reoccupations: 83 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 126 Reservations granted: 126 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6090 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7372 Total stationary ticks: 162401 Seat-event requests: 315 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 659 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 659 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 315\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 33 INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 00:58:10 Experiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2683790101901 Scenario number: 8 Scenario seed: -2802588855475370181 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 28.10% Blocker-prone seat share (topology component): 58.82% Aisle-assignment balance: 96.73% OUTCOME ------- Status: SUCCESS Completed ticks: 1122 Passengers seated: 306/306 Average waiting ticks: 514.82 Longest waiting passenger: P21->5H(RIGHT) Longest waiting ticks: 1087 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2448 Maximum occupied tiles: 13 Seat events: 148 Single-blocker events: 49 Multiple-blocker events: 16 Temporary aisle reoccupations: 82 RIGHT AISLE ----------- Total moves: 2783 Maximum occupied tiles: 12 Seat events: 158 Single-blocker events: 37 Multiple-blocker events: 22 Temporary aisle reoccupations: 83 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 126 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6067 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7437 Total stationary ticks: 162577 Seat-event requests: 315 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 708 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 708 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 321\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 08 | standardDataset=306/306 (100.00%) | replicatedRiskDispersionDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | replicatedRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | replicatedRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 33 INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 00:58:10 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2683790101901 Scenario number: 9 Scenario seed: 5100832173014055911 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 91.23% OUTCOME ------- Status: SUCCESS Completed ticks: 882 Passengers seated: 228/228 Average waiting ticks: 373.71 Longest waiting passenger: P57->30G(RIGHT) Longest waiting ticks: 822 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 54 Regions dissolved: 2 Repeated reconstructions avoided: 54 Largest region lifetime: 38 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1438 Maximum occupied tiles: 11 Seat events: 104 Single-blocker events: 26 Multiple-blocker events: 11 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1840 Maximum occupied tiles: 12 Seat events: 124 Single-blocker events: 29 Multiple-blocker events: 18 Temporary aisle reoccupations: 75 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 130 Reservations granted: 130 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4203 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5097 Total stationary ticks: 88626 Seat-event requests: 244 Failed seat-event starts: 16 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 435 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 16 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 435 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 243\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 5\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 33 INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 00:58:10 Experiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2683790101901 Scenario number: 9 Scenario seed: 5100832173014055911 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 91.23% OUTCOME ------- Status: SUCCESS Completed ticks: 882 Passengers seated: 228/228 Average waiting ticks: 373.73 Longest waiting passenger: P57->30G(RIGHT) Longest waiting ticks: 822 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 54 Regions dissolved: 2 Repeated reconstructions avoided: 54 Largest region lifetime: 38 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1438 Maximum occupied tiles: 11 Seat events: 104 Single-blocker events: 26 Multiple-blocker events: 11 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1840 Maximum occupied tiles: 13 Seat events: 124 Single-blocker events: 29 Multiple-blocker events: 18 Temporary aisle reoccupations: 75 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 130 Reservations granted: 130 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4198 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5096 Total stationary ticks: 88625 Seat-event requests: 244 Failed seat-event starts: 16 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 439 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 16 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 439 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 243\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 5\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 09 | standardDataset=228/228 (100.00%) | replicatedRiskDispersionDataset=228/228 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | replicatedRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | replicatedRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 33 INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 00:58:10 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2683790101901 Scenario number: 10 Scenario seed: -9138919351874272691 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.36% Blocker-prone seat share (topology component): 59.65% Aisle-assignment balance: 94.15% OUTCOME ------- Status: SUCCESS Completed ticks: 1276 Passengers seated: 342/342 Average waiting ticks: 568.63 Longest waiting passenger: P312->5G(RIGHT) Longest waiting ticks: 1229 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles12-14:occupied=3:anchor=P168:selected=P299:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2835 Maximum occupied tiles: 17 Seat events: 161 Single-blocker events: 38 Multiple-blocker events: 20 Temporary aisle reoccupations: 79 RIGHT AISLE ----------- Total moves: 3114 Maximum occupied tiles: 15 Seat events: 181 Single-blocker events: 51 Multiple-blocker events: 24 Temporary aisle reoccupations: 101 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 150 Reservations granted: 150 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7730 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9383 Total stationary ticks: 201076 Seat-event requests: 361 Failed seat-event starts: 19 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 886 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 19 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 886 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 360\nPrecedence substitutions made: 6\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 9\nOccupied-space rejections: 25\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 33 INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 00:58:10 Experiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2683790101901 Scenario number: 10 Scenario seed: -9138919351874272691 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 28.36% Blocker-prone seat share (topology component): 59.65% Aisle-assignment balance: 94.15% OUTCOME ------- Status: SUCCESS Completed ticks: 1276 Passengers seated: 342/342 Average waiting ticks: 568.61 Longest waiting passenger: P312->5G(RIGHT) Longest waiting ticks: 1229 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles12-14:occupied=3:anchor=P168:selected=P299:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2835 Maximum occupied tiles: 17 Seat events: 161 Single-blocker events: 38 Multiple-blocker events: 20 Temporary aisle reoccupations: 79 RIGHT AISLE ----------- Total moves: 3114 Maximum occupied tiles: 15 Seat events: 181 Single-blocker events: 51 Multiple-blocker events: 24 Temporary aisle reoccupations: 101 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 150 Reservations granted: 150 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7725 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9421 Total stationary ticks: 201089 Seat-event requests: 361 Failed seat-event starts: 19 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 901 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 19 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 901 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 360\nPrecedence substitutions made: 6\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 9\nOccupied-space rejections: 25\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 10 | standardDataset=342/342 (100.00%) | replicatedRiskDispersionDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | replicatedRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | replicatedRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 33 INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 00:58:10 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2683790101901 Scenario number: 11 Scenario seed: -5067334891668413448 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 288 Occupancy: 80% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.43% Blocker-prone seat share (topology component): 60.76% Aisle-assignment balance: 97.22% OUTCOME ------- Status: SUCCESS Completed ticks: 1055 Passengers seated: 288/288 Average waiting ticks: 470.09 Longest waiting passenger: P276->34J(RIGHT) Longest waiting ticks: 994 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 38 Regions dissolved: 1 Repeated reconstructions avoided: 38 Largest region lifetime: 39 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=39 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2440 Maximum occupied tiles: 14 Seat events: 140 Single-blocker events: 35 Multiple-blocker events: 16 Temporary aisle reoccupations: 70 RIGHT AISLE ----------- Total moves: 2595 Maximum occupied tiles: 14 Seat events: 148 Single-blocker events: 32 Multiple-blocker events: 13 Temporary aisle reoccupations: 59 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 117 Reservations granted: 117 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6292 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7578 Total stationary ticks: 140820 Seat-event requests: 298 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 636 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 636 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 33 INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 00:58:10 Experiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2683790101901 Scenario number: 11 Scenario seed: -5067334891668413448 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 288 Occupancy: 80% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.43% Blocker-prone seat share (topology component): 60.76% Aisle-assignment balance: 97.22% OUTCOME ------- Status: SUCCESS Completed ticks: 1055 Passengers seated: 288/288 Average waiting ticks: 470.09 Longest waiting passenger: P276->34J(RIGHT) Longest waiting ticks: 994 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 38 Regions dissolved: 1 Repeated reconstructions avoided: 38 Largest region lifetime: 39 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=39 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2440 Maximum occupied tiles: 14 Seat events: 140 Single-blocker events: 35 Multiple-blocker events: 16 Temporary aisle reoccupations: 70 RIGHT AISLE ----------- Total moves: 2595 Maximum occupied tiles: 14 Seat events: 148 Single-blocker events: 32 Multiple-blocker events: 13 Temporary aisle reoccupations: 59 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 117 Reservations granted: 117 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6292 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7578 Total stationary ticks: 140820 Seat-event requests: 298 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 636 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 636 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 11 | standardDataset=288/288 (100.00%) | replicatedRiskDispersionDataset=288/288 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | replicatedRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | replicatedRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 33 INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 00:58:10 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2683790101901 Scenario number: 12 Scenario seed: -1567422368717118317 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.78% Blocker-prone seat share (topology component): 59.06% Aisle-assignment balance: 95.91% OUTCOME ------- Status: SUCCESS Completed ticks: 1254 Passengers seated: 342/342 Average waiting ticks: 569.94 Longest waiting passenger: P26->1J(RIGHT) Longest waiting ticks: 1202 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 3 Cluster candidates evaluated: 6 Executable cluster candidates: 2 Rejected cluster candidates: 4 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 7 Selected release potential total: 8 Last cluster decision: LEFT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 62 Regions dissolved: 3 Repeated reconstructions avoided: 62 Largest region lifetime: 33 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=8 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 3 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2835 Maximum occupied tiles: 14 Seat events: 164 Single-blocker events: 45 Multiple-blocker events: 31 Temporary aisle reoccupations: 112 RIGHT AISLE ----------- Total moves: 3095 Maximum occupied tiles: 15 Seat events: 178 Single-blocker events: 38 Multiple-blocker events: 28 Temporary aisle reoccupations: 97 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 157 Reservations granted: 157 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7274 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9041 Total stationary ticks: 201141 Seat-event requests: 371 Failed seat-event starts: 29 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 854 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 29 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 854 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 369\nPrecedence substitutions made: 2\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 6\nOccupied-space rejections: 49\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 33 INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 00:58:10 Experiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2683790101901 Scenario number: 12 Scenario seed: -1567422368717118317 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.78% Blocker-prone seat share (topology component): 59.06% Aisle-assignment balance: 95.91% OUTCOME ------- Status: SUCCESS Completed ticks: 1254 Passengers seated: 342/342 Average waiting ticks: 569.94 Longest waiting passenger: P26->1J(RIGHT) Longest waiting ticks: 1202 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 3 Cluster candidates evaluated: 6 Executable cluster candidates: 2 Rejected cluster candidates: 4 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 7 Selected release potential total: 8 Last cluster decision: LEFT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 62 Regions dissolved: 3 Repeated reconstructions avoided: 62 Largest region lifetime: 33 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=8 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 3 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2835 Maximum occupied tiles: 14 Seat events: 164 Single-blocker events: 45 Multiple-blocker events: 31 Temporary aisle reoccupations: 112 RIGHT AISLE ----------- Total moves: 3095 Maximum occupied tiles: 15 Seat events: 178 Single-blocker events: 38 Multiple-blocker events: 28 Temporary aisle reoccupations: 97 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 157 Reservations granted: 157 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7274 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9041 Total stationary ticks: 201141 Seat-event requests: 371 Failed seat-event starts: 29 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 854 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 29 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 854 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 369\nPrecedence substitutions made: 2\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 6\nOccupied-space rejections: 49\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 12 | standardDataset=342/342 (100.00%) | replicatedRiskDispersionDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | replicatedRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | replicatedRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 33 INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 00:58:10 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2683790101901 Scenario number: 13 Scenario seed: 4611862727420069102 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.07% Blocker-prone seat share (topology component): 60.53% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 1226 Passengers seated: 342/342 Average waiting ticks: 569.87 Longest waiting passenger: P135->35D(LEFT) Longest waiting ticks: 1165 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 38 Regions dissolved: 2 Repeated reconstructions avoided: 38 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=23 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3077 Maximum occupied tiles: 14 Seat events: 171 Single-blocker events: 46 Multiple-blocker events: 31 Temporary aisle reoccupations: 113 RIGHT AISLE ----------- Total moves: 2915 Maximum occupied tiles: 15 Seat events: 171 Single-blocker events: 40 Multiple-blocker events: 24 Temporary aisle reoccupations: 91 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 144 Reservations granted: 144 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7511 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8929 Total stationary ticks: 201223 Seat-event requests: 368 Failed seat-event starts: 26 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 682 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 26 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 682 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 367\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 29\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 33 INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 00:58:10 Experiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2683790101901 Scenario number: 13 Scenario seed: 4611862727420069102 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 28.07% Blocker-prone seat share (topology component): 60.53% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 1226 Passengers seated: 342/342 Average waiting ticks: 570.15 Longest waiting passenger: P192->2G(RIGHT) Longest waiting ticks: 1166 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 38 Regions dissolved: 2 Repeated reconstructions avoided: 38 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=23 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3077 Maximum occupied tiles: 14 Seat events: 171 Single-blocker events: 46 Multiple-blocker events: 31 Temporary aisle reoccupations: 113 RIGHT AISLE ----------- Total moves: 2915 Maximum occupied tiles: 14 Seat events: 171 Single-blocker events: 40 Multiple-blocker events: 24 Temporary aisle reoccupations: 91 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 144 Reservations granted: 144 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7476 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8888 Total stationary ticks: 201285 Seat-event requests: 368 Failed seat-event starts: 26 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 679 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 26 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 679 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 367\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 28\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 13 | standardDataset=342/342 (100.00%) | replicatedRiskDispersionDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | replicatedRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | replicatedRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 33 INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 00:58:10 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2683790101901 Scenario number: 14 Scenario seed: 7338082357519878315 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.12% Blocker-prone seat share (topology component): 66.80% Aisle-assignment balance: 94.98% OUTCOME ------- Status: SUCCESS Completed ticks: 956 Passengers seated: 259/259 Average waiting ticks: 422.66 Longest waiting passenger: P140->16A(LEFT) Longest waiting ticks: 897 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 23 Regions dissolved: 1 Repeated reconstructions avoided: 23 Largest region lifetime: 24 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=24 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2062 Maximum occupied tiles: 12 Seat events: 136 Single-blocker events: 30 Multiple-blocker events: 17 Temporary aisle reoccupations: 64 RIGHT AISLE ----------- Total moves: 1986 Maximum occupied tiles: 12 Seat events: 123 Single-blocker events: 28 Multiple-blocker events: 11 Temporary aisle reoccupations: 50 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 89 Reservations granted: 89 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5227 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6388 Total stationary ticks: 113951 Seat-event requests: 266 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 553 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 553 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 266\nPrecedence substitutions made: 4\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 4\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 33 INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 00:58:10 Experiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2683790101901 Scenario number: 14 Scenario seed: 7338082357519878315 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.12% Blocker-prone seat share (topology component): 66.80% Aisle-assignment balance: 94.98% OUTCOME ------- Status: SUCCESS Completed ticks: 956 Passengers seated: 259/259 Average waiting ticks: 422.62 Longest waiting passenger: P140->16A(LEFT) Longest waiting ticks: 897 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 23 Regions dissolved: 1 Repeated reconstructions avoided: 23 Largest region lifetime: 24 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=24 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2062 Maximum occupied tiles: 12 Seat events: 136 Single-blocker events: 30 Multiple-blocker events: 17 Temporary aisle reoccupations: 64 RIGHT AISLE ----------- Total moves: 1986 Maximum occupied tiles: 12 Seat events: 123 Single-blocker events: 28 Multiple-blocker events: 11 Temporary aisle reoccupations: 50 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 89 Reservations granted: 89 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5242 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6373 Total stationary ticks: 113946 Seat-event requests: 266 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 536 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 536 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 266\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 3\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 14 | standardDataset=259/259 (100.00%) | replicatedRiskDispersionDataset=259/259 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | replicatedRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | replicatedRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 33 INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 00:58:10 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2683790101901 Scenario number: 15 Scenario seed: 6088502548541617906 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 288 Occupancy: 80% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.43% Blocker-prone seat share (topology component): 60.42% Aisle-assignment balance: 98.61% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2541 Passengers seated: 286/288 Average waiting ticks: 478.83 Longest waiting passenger: P40->35G(LEFT) Longest waiting ticks: 2474 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 5 Executable cluster candidates: 5 Rejected cluster candidates: 0 Cluster selections: 4 Cluster-selected events started: 6 Largest detected cluster: 6 Selected release potential total: 13 Last cluster decision: LEFT:tiles19-22:occupied=3:anchor=P286:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 37 Regions dissolved: 3 Repeated reconstructions avoided: 37 Largest region lifetime: 16 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=10 Confirmation deferral ticks: 6 Regions reaching confirmation: 3 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2518 Maximum occupied tiles: 15 Seat events: 140 Single-blocker events: 33 Multiple-blocker events: 11 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 2608 Maximum occupied tiles: 13 Seat events: 146 Single-blocker events: 36 Multiple-blocker events: 19 Temporary aisle reoccupations: 75 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1667 Reservations granted: 1665 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6325 Longest unresolved passenger ID: 279 Longest unresolved row: 36 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P279(36B/LEFT) -> P40(35G/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 279 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 10928 Total stationary ticks: 144966 Seat-event requests: 1860 Failed seat-event starts: 1574 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 40 Critical blocker identity: P40->35G(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P40(35G/LEFT/WAITING_FOR_SEAT_EVENT) P279(36B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1549 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 3 Critical blocker required yield tiles: 36|37|38 Critical blocker unavailable yield tiles: 37|38 Critical blocker yield-tile occupants: -1|-1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 25 Rear-boundary failures: 1549 Middle-bank reservation failures: 2 Active-event deferrals: 743 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 36|37|38 Current unavailable yield tiles: 37|38 Current yield-tile occupants: -1|-1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1858\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 9\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 33 INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 00:58:10 Experiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2683790101901 Scenario number: 15 Scenario seed: 6088502548541617906 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 288 Occupancy: 80% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.43% Blocker-prone seat share (topology component): 60.42% Aisle-assignment balance: 98.61% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2541 Passengers seated: 286/288 Average waiting ticks: 478.92 Longest waiting passenger: P40->35G(LEFT) Longest waiting ticks: 2476 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 5 Executable cluster candidates: 5 Rejected cluster candidates: 0 Cluster selections: 4 Cluster-selected events started: 6 Largest detected cluster: 6 Selected release potential total: 13 Last cluster decision: LEFT:tiles19-22:occupied=3:anchor=P286:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 37 Regions dissolved: 3 Repeated reconstructions avoided: 37 Largest region lifetime: 16 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=10 Confirmation deferral ticks: 6 Regions reaching confirmation: 3 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2518 Maximum occupied tiles: 15 Seat events: 140 Single-blocker events: 33 Multiple-blocker events: 11 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 2608 Maximum occupied tiles: 13 Seat events: 146 Single-blocker events: 36 Multiple-blocker events: 19 Temporary aisle reoccupations: 75 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1667 Reservations granted: 1665 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6305 Longest unresolved passenger ID: 279 Longest unresolved row: 36 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P279(36B/LEFT) -> P40(35G/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 279 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 10903 Total stationary ticks: 144957 Seat-event requests: 1860 Failed seat-event starts: 1574 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 40 Critical blocker identity: P40->35G(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P40(35G/LEFT/WAITING_FOR_SEAT_EVENT) P279(36B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1549 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 3 Critical blocker required yield tiles: 36|37|38 Critical blocker unavailable yield tiles: 37|38 Critical blocker yield-tile occupants: -1|-1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 25 Rear-boundary failures: 1549 Middle-bank reservation failures: 2 Active-event deferrals: 749 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 36|37|38 Current unavailable yield tiles: 37|38 Current yield-tile occupants: -1|-1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1858\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 9\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 15 | standardDataset=286/288 (99.31%) | replicatedRiskDispersionDataset=286/288 (99.31%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=4 | clusterStarts=6 | convertedToSuccess=false | replicatedRiskDispersionWorse=false | standardFamily=REAR_BOUNDARY_LOCK | replicatedRiskDispersionFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 33 INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 00:58:10 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2683790101901 Scenario number: 16 Scenario seed: 2820986825054709043 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 1001 Passengers seated: 282/282 Average waiting ticks: 463.36 Longest waiting passenger: P35->19F(LEFT) Longest waiting ticks: 944 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2116 Maximum occupied tiles: 12 Seat events: 140 Single-blocker events: 39 Multiple-blocker events: 19 Temporary aisle reoccupations: 77 RIGHT AISLE ----------- Total moves: 2257 Maximum occupied tiles: 15 Seat events: 142 Single-blocker events: 42 Multiple-blocker events: 14 Temporary aisle reoccupations: 70 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 103 Reservations granted: 100 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5439 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6871 Total stationary ticks: 135306 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 694 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 694 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 294\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 33 INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 00:58:10 Experiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2683790101901 Scenario number: 16 Scenario seed: 2820986825054709043 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 1001 Passengers seated: 282/282 Average waiting ticks: 463.44 Longest waiting passenger: P35->19F(LEFT) Longest waiting ticks: 944 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2116 Maximum occupied tiles: 12 Seat events: 140 Single-blocker events: 39 Multiple-blocker events: 19 Temporary aisle reoccupations: 77 RIGHT AISLE ----------- Total moves: 2257 Maximum occupied tiles: 15 Seat events: 142 Single-blocker events: 42 Multiple-blocker events: 14 Temporary aisle reoccupations: 70 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 103 Reservations granted: 100 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5434 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6863 Total stationary ticks: 135303 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 710 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 710 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 294\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 16 | standardDataset=282/282 (100.00%) | replicatedRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | replicatedRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | replicatedRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 33 INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 00:58:10 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2683790101901 Scenario number: 17 Scenario seed: 5104035355556623827 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.07% Blocker-prone seat share (topology component): 59.36% Aisle-assignment balance: 94.15% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2626 Passengers seated: 276/342 Average waiting ticks: 793.97 Longest waiting passenger: P2->3B(LEFT) Longest waiting ticks: 2626 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 10 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 16 Selected release potential total: 6 Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1832 Regions dissolved: 2 Repeated reconstructions avoided: 1832 Largest region lifetime: 1813 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1813:occupied=16 Confirmation deferral ticks: 6 Regions reaching confirmation: 3 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1797 State changes reopening evaluation: 8 Region priority competitions: 2 Regions ranked: 4 Hierarchical selections: 2 Lower-priority evaluations deferred: 1 Highest selected priority score: 17679 Left/right priority wins: 2/0 Priority ties: 0 Last priority decision: LEFT:R2:score=17679 | RIGHT:R3:score=3314 | selected=LEFT LEFT AISLE ---------- Total moves: 2206 Maximum occupied tiles: 19 Seat events: 115 Single-blocker events: 28 Multiple-blocker events: 8 Temporary aisle reoccupations: 44 RIGHT AISLE ----------- Total moves: 2760 Maximum occupied tiles: 16 Seat events: 161 Single-blocker events: 42 Multiple-blocker events: 15 Temporary aisle reoccupations: 72 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1938 Reservations granted: 1935 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 47 Remaining moving in aisle: 16 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 29596 Longest unresolved passenger ID: 2 Longest unresolved row: 3 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 16 Longest dependency chain: P281(14F/LEFT) -> P66(12B/LEFT) -> P84(8A/LEFT) -> P237(19A/LEFT) -> P140(11F/LEFT) -> P31(17B/LEFT) -> P79(31B/LEFT) -> P198(24B/LEFT) -> P248(14E/LEFT) -> P290(12D/LEFT) -> P181(21B/LEFT) -> P337(30A/LEFT) -> P65(34F/LEFT) -> P146(19G/LEFT) -> P212(33D/LEFT) -> P231(16G/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 281 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 16 Total blocked ticks: 42471 Total stationary ticks: 306184 Seat-event requests: 2113 Failed seat-event starts: 1837 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 231 Critical blocker identity: P231->16G(LEFT) Direct fan-out: 1 Total indirect descendants: 15 Critical tree size including blocker: 16 Critical tree depth: 16 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 19 Unresolved outside passengers: 47 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P231(16G/LEFT/WAITING_FOR_SEAT_EVENT) P212(33D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P146(19G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P65(34F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P337(30A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P181(21B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P290(12D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P248(14E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P198(24B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P79(31B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P31(17B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P140(11F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P237(19A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P84(8A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P66(12B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P281(14F/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1837 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 17|18|19 Critical blocker unavailable yield tiles: 19 Critical blocker yield-tile occupants: 277 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1837 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 836 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[277]: P277(23E/LEFT/MOVING_IN_AISLE@tile19) -> P139(20F/LEFT/WAITING_AT_ROW@tile20) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P139->20F(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P277{seat=23E,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=19,directBlocker=139,lastMoveTick=792,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 17|18|19 Current unavailable yield tiles: 19 Current yield-tile occupants: 277 Final row-event chain: 231|277|139 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2114\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 1840\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 33 INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 00:58:10 Experiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2683790101901 Scenario number: 17 Scenario seed: 5104035355556623827 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 28.07% Blocker-prone seat share (topology component): 59.36% Aisle-assignment balance: 94.15% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2626 Passengers seated: 276/342 Average waiting ticks: 793.99 Longest waiting passenger: P2->3B(LEFT) Longest waiting ticks: 2626 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 10 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 16 Selected release potential total: 6 Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1832 Regions dissolved: 2 Repeated reconstructions avoided: 1832 Largest region lifetime: 1813 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1813:occupied=16 Confirmation deferral ticks: 6 Regions reaching confirmation: 3 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1797 State changes reopening evaluation: 8 Region priority competitions: 2 Regions ranked: 4 Hierarchical selections: 2 Lower-priority evaluations deferred: 1 Highest selected priority score: 17679 Left/right priority wins: 2/0 Priority ties: 0 Last priority decision: LEFT:R2:score=17679 | RIGHT:R3:score=3314 | selected=LEFT LEFT AISLE ---------- Total moves: 2206 Maximum occupied tiles: 19 Seat events: 115 Single-blocker events: 28 Multiple-blocker events: 8 Temporary aisle reoccupations: 44 RIGHT AISLE ----------- Total moves: 2760 Maximum occupied tiles: 16 Seat events: 161 Single-blocker events: 42 Multiple-blocker events: 15 Temporary aisle reoccupations: 72 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1938 Reservations granted: 1935 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 47 Remaining moving in aisle: 16 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 29592 Longest unresolved passenger ID: 2 Longest unresolved row: 3 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 16 Longest dependency chain: P281(14F/LEFT) -> P66(12B/LEFT) -> P84(8A/LEFT) -> P237(19A/LEFT) -> P140(11F/LEFT) -> P31(17B/LEFT) -> P79(31B/LEFT) -> P198(24B/LEFT) -> P248(14E/LEFT) -> P290(12D/LEFT) -> P181(21B/LEFT) -> P337(30A/LEFT) -> P65(34F/LEFT) -> P146(19G/LEFT) -> P212(33D/LEFT) -> P231(16G/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 281 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 16 Total blocked ticks: 42457 Total stationary ticks: 306180 Seat-event requests: 2113 Failed seat-event starts: 1837 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 231 Critical blocker identity: P231->16G(LEFT) Direct fan-out: 1 Total indirect descendants: 15 Critical tree size including blocker: 16 Critical tree depth: 16 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 19 Unresolved outside passengers: 47 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P231(16G/LEFT/WAITING_FOR_SEAT_EVENT) P212(33D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P146(19G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P65(34F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P337(30A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P181(21B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P290(12D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P248(14E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P198(24B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P79(31B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P31(17B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P140(11F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P237(19A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P84(8A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P66(12B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P281(14F/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1837 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 17|18|19 Critical blocker unavailable yield tiles: 19 Critical blocker yield-tile occupants: 277 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1837 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 833 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[277]: P277(23E/LEFT/MOVING_IN_AISLE@tile19) -> P139(20F/LEFT/WAITING_AT_ROW@tile20) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P139->20F(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P277{seat=23E,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=19,directBlocker=139,lastMoveTick=792,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 17|18|19 Current unavailable yield tiles: 19 Current yield-tile occupants: 277 Final row-event chain: 231|277|139 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2114\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 1840\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 17 | standardDataset=276/342 (80.70%) | replicatedRiskDispersionDataset=276/342 (80.70%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | replicatedRiskDispersionWorse=false | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | replicatedRiskDispersionFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 33 INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 00:58:10 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2683790101901 Scenario number: 18 Scenario seed: 3172845864910949117 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.12% Blocker-prone seat share (topology component): 66.06% Aisle-assignment balance: 93.43% OUTCOME ------- Status: SUCCESS Completed ticks: 1029 Passengers seated: 274/274 Average waiting ticks: 450.84 Longest waiting passenger: P156->15I(RIGHT) Longest waiting ticks: 975 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2000 Maximum occupied tiles: 12 Seat events: 128 Single-blocker events: 40 Multiple-blocker events: 13 Temporary aisle reoccupations: 66 RIGHT AISLE ----------- Total moves: 2249 Maximum occupied tiles: 12 Seat events: 146 Single-blocker events: 38 Multiple-blocker events: 18 Temporary aisle reoccupations: 74 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 96 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5518 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6705 Total stationary ticks: 128173 Seat-event requests: 285 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 582 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 582 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 285\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 33 INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 00:58:10 Experiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2683790101901 Scenario number: 18 Scenario seed: 3172845864910949117 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 32.12% Blocker-prone seat share (topology component): 66.06% Aisle-assignment balance: 93.43% OUTCOME ------- Status: SUCCESS Completed ticks: 1029 Passengers seated: 274/274 Average waiting ticks: 450.84 Longest waiting passenger: P156->15I(RIGHT) Longest waiting ticks: 975 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2000 Maximum occupied tiles: 12 Seat events: 128 Single-blocker events: 40 Multiple-blocker events: 13 Temporary aisle reoccupations: 66 RIGHT AISLE ----------- Total moves: 2249 Maximum occupied tiles: 12 Seat events: 146 Single-blocker events: 38 Multiple-blocker events: 18 Temporary aisle reoccupations: 74 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 96 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5518 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6705 Total stationary ticks: 128173 Seat-event requests: 285 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 582 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 582 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 285\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 18 | standardDataset=274/274 (100.00%) | replicatedRiskDispersionDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | replicatedRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | replicatedRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 33 INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 00:58:10 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2683790101901 Scenario number: 19 Scenario seed: 241035671304481408 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2322 Passengers seated: 228/235 Average waiting ticks: 403.11 Longest waiting passenger: P7->28D(LEFT) Longest waiting ticks: 2274 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 8 Cluster candidates evaluated: 9 Executable cluster candidates: 1 Rejected cluster candidates: 8 Cluster selections: 1 Cluster-selected events started: 3 Largest detected cluster: 7 Selected release potential total: 4 Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1630 Regions dissolved: 2 Repeated reconstructions avoided: 1630 Largest region lifetime: 1575 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1575:occupied=7 Confirmation deferral ticks: 5 Regions reaching confirmation: 3 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1544 State changes reopening evaluation: 5 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1703 Maximum occupied tiles: 13 Seat events: 111 Single-blocker events: 31 Multiple-blocker events: 9 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 1682 Maximum occupied tiles: 13 Seat events: 117 Single-blocker events: 34 Multiple-blocker events: 9 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1685 Reservations granted: 1685 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 4 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 6866 Longest unresolved passenger ID: 84 Longest unresolved row: 28 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P182(27B/LEFT) -> P66(30A/LEFT) -> P181(25A/LEFT) -> P135(25F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 182 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 4 Total blocked ticks: 16913 Total stationary ticks: 104924 Seat-event requests: 1801 Failed seat-event starts: 1573 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 135 Critical blocker identity: P135->25F(LEFT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 7 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P135(25F/LEFT/WAITING_FOR_SEAT_EVENT) P181(25A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P66(30A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P182(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1573 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 26|27|28 Critical blocker unavailable yield tiles: 27|28 Critical blocker yield-tile occupants: 84|7 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1573 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 755 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 2 Trace length: 2 Yield-occupant trace: yieldOccupant[84]: P84(28F/LEFT/MOVING_IN_AISLE@tile27) -> P7(28D/LEFT/WAITING_AT_ROW@tile28) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[7]: P7(28D/LEFT/WAITING_AT_ROW@tile28) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P7->28D(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P84{seat=28F,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=27,directBlocker=7,lastMoveTick=727,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P7{seat=28D,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=28,directBlocker=-1,lastMoveTick=709,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 26|27|28 Current unavailable yield tiles: 27|28 Current yield-tile occupants: 84|7 Final row-event chain: 135|84|7 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1800\nPrecedence substitutions made: 1\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 5\nOccupied-space rejections: 3138\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 33 INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 00:58:10 Experiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2683790101901 Scenario number: 19 Scenario seed: 241035671304481408 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2322 Passengers seated: 228/235 Average waiting ticks: 403.11 Longest waiting passenger: P7->28D(LEFT) Longest waiting ticks: 2274 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 8 Cluster candidates evaluated: 9 Executable cluster candidates: 1 Rejected cluster candidates: 8 Cluster selections: 1 Cluster-selected events started: 3 Largest detected cluster: 7 Selected release potential total: 4 Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1630 Regions dissolved: 2 Repeated reconstructions avoided: 1630 Largest region lifetime: 1575 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1575:occupied=7 Confirmation deferral ticks: 5 Regions reaching confirmation: 3 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1544 State changes reopening evaluation: 5 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1703 Maximum occupied tiles: 13 Seat events: 111 Single-blocker events: 31 Multiple-blocker events: 9 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 1682 Maximum occupied tiles: 13 Seat events: 117 Single-blocker events: 34 Multiple-blocker events: 9 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1685 Reservations granted: 1685 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 4 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 6866 Longest unresolved passenger ID: 84 Longest unresolved row: 28 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P182(27B/LEFT) -> P66(30A/LEFT) -> P181(25A/LEFT) -> P135(25F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 182 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 4 Total blocked ticks: 16913 Total stationary ticks: 104924 Seat-event requests: 1801 Failed seat-event starts: 1573 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 135 Critical blocker identity: P135->25F(LEFT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 7 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P135(25F/LEFT/WAITING_FOR_SEAT_EVENT) P181(25A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P66(30A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P182(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1573 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 26|27|28 Critical blocker unavailable yield tiles: 27|28 Critical blocker yield-tile occupants: 84|7 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1573 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 755 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 2 Trace length: 2 Yield-occupant trace: yieldOccupant[84]: P84(28F/LEFT/MOVING_IN_AISLE@tile27) -> P7(28D/LEFT/WAITING_AT_ROW@tile28) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[7]: P7(28D/LEFT/WAITING_AT_ROW@tile28) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P7->28D(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P84{seat=28F,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=27,directBlocker=7,lastMoveTick=727,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P7{seat=28D,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=28,directBlocker=-1,lastMoveTick=709,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 26|27|28 Current unavailable yield tiles: 27|28 Current yield-tile occupants: 84|7 Final row-event chain: 135|84|7 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1800\nPrecedence substitutions made: 1\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 5\nOccupied-space rejections: 3138\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 19 | standardDataset=228/235 (97.02%) | replicatedRiskDispersionDataset=228/235 (97.02%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=1 | clusterStarts=3 | convertedToSuccess=false | replicatedRiskDispersionWorse=false | standardFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL | replicatedRiskDispersionFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 33 INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 00:58:10 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2683790101901 Scenario number: 20 Scenario seed: -1248874389277114737 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.80% Blocker-prone seat share (topology component): 74.54% Aisle-assignment balance: 97.22% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2279 Passengers seated: 213/216 Average waiting ticks: 356.50 Longest waiting passenger: P143->29E(LEFT) Longest waiting ticks: 2210 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 6 Clusters detected: 6 Activations without intervention: 2 Cluster candidates evaluated: 6 Executable cluster candidates: 4 Rejected cluster candidates: 2 Cluster selections: 3 Cluster-selected events started: 3 Largest detected cluster: 4 Selected release potential total: 7 Last cluster decision: LEFT:region=R6:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 6 Region updates: 1619 Regions dissolved: 5 Repeated reconstructions avoided: 1619 Largest region lifetime: 1549 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R6:age=1549:occupied=3 Confirmation deferral ticks: 9 Regions reaching confirmation: 3 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 1546 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1483 Maximum occupied tiles: 14 Seat events: 102 Single-blocker events: 19 Multiple-blocker events: 8 Temporary aisle reoccupations: 38 RIGHT AISLE ----------- Total moves: 1596 Maximum occupied tiles: 12 Seat events: 111 Single-blocker events: 27 Multiple-blocker events: 10 Temporary aisle reoccupations: 50 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1687 Reservations granted: 1685 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 2 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3952 Longest unresolved passenger ID: 87 Longest unresolved row: 30 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P83(28B/LEFT) -> P87(30C/LEFT) -> P143(29E/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 83 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 2 Total blocked ticks: 9879 Total stationary ticks: 83548 Seat-event requests: 1797 Failed seat-event starts: 1584 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 143 Critical blocker identity: P143->29E(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P143(29E/LEFT/WAITING_FOR_SEAT_EVENT) P87(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P83(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1566 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 18 Rear-boundary failures: 1566 Middle-bank reservation failures: 2 Active-event deferrals: 610 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1797\nPrecedence substitutions made: 2\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 6\nOccupied-space rejections: 38\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 33 INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 00:58:10 Experiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2683790101901 Scenario number: 20 Scenario seed: -1248874389277114737 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.80% Blocker-prone seat share (topology component): 74.54% Aisle-assignment balance: 97.22% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2279 Passengers seated: 213/216 Average waiting ticks: 356.50 Longest waiting passenger: P143->29E(LEFT) Longest waiting ticks: 2210 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 6 Clusters detected: 6 Activations without intervention: 2 Cluster candidates evaluated: 6 Executable cluster candidates: 4 Rejected cluster candidates: 2 Cluster selections: 3 Cluster-selected events started: 3 Largest detected cluster: 4 Selected release potential total: 7 Last cluster decision: LEFT:region=R6:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 6 Region updates: 1619 Regions dissolved: 5 Repeated reconstructions avoided: 1619 Largest region lifetime: 1549 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R6:age=1549:occupied=3 Confirmation deferral ticks: 9 Regions reaching confirmation: 3 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 1546 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1483 Maximum occupied tiles: 14 Seat events: 102 Single-blocker events: 19 Multiple-blocker events: 8 Temporary aisle reoccupations: 38 RIGHT AISLE ----------- Total moves: 1596 Maximum occupied tiles: 12 Seat events: 111 Single-blocker events: 27 Multiple-blocker events: 10 Temporary aisle reoccupations: 50 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1687 Reservations granted: 1685 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 2 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3952 Longest unresolved passenger ID: 87 Longest unresolved row: 30 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P83(28B/LEFT) -> P87(30C/LEFT) -> P143(29E/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 83 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 2 Total blocked ticks: 9879 Total stationary ticks: 83548 Seat-event requests: 1797 Failed seat-event starts: 1584 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 143 Critical blocker identity: P143->29E(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P143(29E/LEFT/WAITING_FOR_SEAT_EVENT) P87(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P83(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1566 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 18 Rear-boundary failures: 1566 Middle-bank reservation failures: 2 Active-event deferrals: 610 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1797\nPrecedence substitutions made: 2\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 6\nOccupied-space rejections: 38\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 20 | standardDataset=213/216 (98.61%) | replicatedRiskDispersionDataset=213/216 (98.61%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=6 | clusterSelections=3 | clusterStarts=3 | convertedToSuccess=false | replicatedRiskDispersionWorse=false | standardFamily=REAR_BOUNDARY_LOCK | replicatedRiskDispersionFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 33 INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 00:58:11 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2683790101901 Scenario number: 21 Scenario seed: 1489463260132275918 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 95.32% OUTCOME ------- Status: SUCCESS Completed ticks: 859 Passengers seated: 235/235 Average waiting ticks: 382.51 Longest waiting passenger: P205->12E(RIGHT) Longest waiting ticks: 819 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1581 Maximum occupied tiles: 13 Seat events: 112 Single-blocker events: 26 Multiple-blocker events: 7 Temporary aisle reoccupations: 41 RIGHT AISLE ----------- Total moves: 1798 Maximum occupied tiles: 11 Seat events: 123 Single-blocker events: 32 Multiple-blocker events: 8 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 130 Reservations granted: 122 Reservations denied/waited: 8 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4402 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5720 Total stationary ticks: 93706 Seat-event requests: 240 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 653 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 8 Active-event deferrals: 653 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 5\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 33 INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 00:58:11 Experiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2683790101901 Scenario number: 21 Scenario seed: 1489463260132275918 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 95.32% OUTCOME ------- Status: SUCCESS Completed ticks: 859 Passengers seated: 235/235 Average waiting ticks: 382.51 Longest waiting passenger: P205->12E(RIGHT) Longest waiting ticks: 819 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1581 Maximum occupied tiles: 13 Seat events: 112 Single-blocker events: 26 Multiple-blocker events: 7 Temporary aisle reoccupations: 41 RIGHT AISLE ----------- Total moves: 1798 Maximum occupied tiles: 11 Seat events: 123 Single-blocker events: 32 Multiple-blocker events: 8 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 130 Reservations granted: 122 Reservations denied/waited: 8 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4407 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5724 Total stationary ticks: 93710 Seat-event requests: 240 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 655 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 8 Active-event deferrals: 655 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 5\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 21 | standardDataset=235/235 (100.00%) | replicatedRiskDispersionDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | replicatedRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | replicatedRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 33 INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 00:58:11 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2683790101901 Scenario number: 22 Scenario seed: -4642758871296598529 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.87% Blocker-prone seat share (topology component): 75.46% Aisle-assignment balance: 99.07% OUTCOME ------- Status: SUCCESS Completed ticks: 777 Passengers seated: 216/216 Average waiting ticks: 349.28 Longest waiting passenger: P145->26G(RIGHT) Longest waiting ticks: 720 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 14 Regions dissolved: 1 Repeated reconstructions avoided: 14 Largest region lifetime: 15 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=15 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1494 Maximum occupied tiles: 12 Seat events: 107 Single-blocker events: 25 Multiple-blocker events: 9 Temporary aisle reoccupations: 45 RIGHT AISLE ----------- Total moves: 1598 Maximum occupied tiles: 12 Seat events: 109 Single-blocker events: 30 Multiple-blocker events: 8 Temporary aisle reoccupations: 52 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 116 Reservations granted: 112 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4100 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5160 Total stationary ticks: 78920 Seat-event requests: 222 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 529 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 529 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 227\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 33 INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 00:58:11 Experiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2683790101901 Scenario number: 22 Scenario seed: -4642758871296598529 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 32.87% Blocker-prone seat share (topology component): 75.46% Aisle-assignment balance: 99.07% OUTCOME ------- Status: SUCCESS Completed ticks: 777 Passengers seated: 216/216 Average waiting ticks: 349.31 Longest waiting passenger: P145->26G(RIGHT) Longest waiting ticks: 720 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 14 Regions dissolved: 1 Repeated reconstructions avoided: 14 Largest region lifetime: 15 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=15 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1494 Maximum occupied tiles: 12 Seat events: 107 Single-blocker events: 25 Multiple-blocker events: 9 Temporary aisle reoccupations: 45 RIGHT AISLE ----------- Total moves: 1598 Maximum occupied tiles: 12 Seat events: 109 Single-blocker events: 30 Multiple-blocker events: 8 Temporary aisle reoccupations: 52 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 116 Reservations granted: 112 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4095 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5173 Total stationary ticks: 78923 Seat-event requests: 222 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 542 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 542 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 227\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 22 | standardDataset=216/216 (100.00%) | replicatedRiskDispersionDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | replicatedRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | replicatedRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 33 INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 00:58:11 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2683790101901 Scenario number: 23 Scenario seed: 8999583200723268209 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 288 Occupancy: 80% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 25.00% Blocker-prone seat share (topology component): 60.07% Aisle-assignment balance: 97.22% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2540 Passengers seated: 270/288 Average waiting ticks: 502.31 Longest waiting passenger: P5->15G(LEFT) Longest waiting ticks: 2525 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 10 Cluster candidates evaluated: 17 Executable cluster candidates: 0 Rejected cluster candidates: 17 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 10 Selected release potential total: 0 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1865 Regions dissolved: 2 Repeated reconstructions avoided: 1865 Largest region lifetime: 1832 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: TRACK:R2:age=1832:localMembers=10 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 47 State changes reopening evaluation: 9 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2486 Maximum occupied tiles: 21 Seat events: 122 Single-blocker events: 33 Multiple-blocker events: 10 Temporary aisle reoccupations: 54 RIGHT AISLE ----------- Total moves: 2513 Maximum occupied tiles: 17 Seat events: 148 Single-blocker events: 50 Multiple-blocker events: 10 Temporary aisle reoccupations: 74 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1799 Reservations granted: 1796 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 12 Remaining waiting at row: 6 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 21069 Longest unresolved passenger ID: 211 Longest unresolved row: 35 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 5 Longest dependency chain: P248(27A/LEFT) -> P28(29F/LEFT) -> P208(27F/LEFT) -> P272(34E/LEFT) -> P242(28B/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 248 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 12 Total blocked ticks: 38176 Total stationary ticks: 170293 Seat-event requests: 1998 Failed seat-event starts: 1728 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 22 Critical blocker identity: P22->35G(LEFT) Direct fan-out: 1 Total indirect descendants: 4 Critical tree size including blocker: 5 Critical tree depth: 5 Frozen internal components: 6 Terminal WAITING_FOR_SEAT_EVENT nodes: 6 Unresolved internal passengers: 18 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 13 Critical blocker tree: P22(35G/LEFT/WAITING_FOR_SEAT_EVENT) P211(35B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P118(34B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P229(36B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P263(33E/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1695 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 2 Critical blocker required yield tiles: 36|37 Critical blocker unavailable yield tiles: 36|37 Critical blocker yield-tile occupants: 240|-1 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 2 Waiting-row passengers with multiple blockers: 3 Yield-tile occupied failures: 1695 Rear-boundary failures: 33 Middle-bank reservation failures: 3 Active-event deferrals: 900 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[240]: P240(36G/LEFT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P240->36G(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: P240{seat=36G,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=691,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 36|37|38 Current unavailable yield tiles: 36|37|38 Current yield-tile occupants: 240|-1|-1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 5 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2001\nPrecedence substitutions made: 3\nDependency chains followed: 35\nBlocked by waiting-row occupant: 35\nSubstituted events started: 4\nOccupied-space rejections: 1736\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 33 INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 00:58:11 Experiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2683790101901 Scenario number: 23 Scenario seed: 8999583200723268209 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 288 Occupancy: 80% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 25.00% Blocker-prone seat share (topology component): 60.07% Aisle-assignment balance: 97.22% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2540 Passengers seated: 280/288 Average waiting ticks: 486.24 Longest waiting passenger: P5->15G(LEFT) Longest waiting ticks: 2525 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 34 Regions dissolved: 2 Repeated reconstructions avoided: 34 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2506 Maximum occupied tiles: 13 Seat events: 132 Single-blocker events: 38 Multiple-blocker events: 12 Temporary aisle reoccupations: 63 RIGHT AISLE ----------- Total moves: 2513 Maximum occupied tiles: 17 Seat events: 148 Single-blocker events: 51 Multiple-blocker events: 10 Temporary aisle reoccupations: 75 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1720 Reservations granted: 1720 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 5 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 8645 Longest unresolved passenger ID: 28 Longest unresolved row: 29 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P99(25D/LEFT) -> P207(22F/LEFT) -> P62(20G/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 99 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 5 Total blocked ticks: 20497 Total stationary ticks: 153519 Seat-event requests: 1898 Failed seat-event starts: 1618 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 62 Critical blocker identity: P62->20G(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 8 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 5 Critical blocker tree: P62(20G/LEFT/WAITING_FOR_SEAT_EVENT) P207(22F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P99(25D/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1618 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 21|22|23 Critical blocker unavailable yield tiles: 22 Critical blocker yield-tile occupants: 248 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1618 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 675 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 3 Yield-occupant trace: yieldOccupant[248]: P248(27A/LEFT/MOVING_IN_AISLE@tile25) -> P28(29F/LEFT/MOVING_IN_AISLE@tile26) -> P208(27F/LEFT/WAITING_AT_ROW@tile27) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P208->27F(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P248{seat=27A,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=25,directBlocker=28,lastMoveTick=936,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_SPACE_AVAILABLE Final snapshot prerequisite: YIELD_SPACE_AVAILABLE Current required blockers: 3 Current required yield tiles: 21|22|23 Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: YIELD_SPACE_AVAILABLE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1898\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 1621\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 23 | standardDataset=270/288 (93.75%) | replicatedRiskDispersionDataset=280/288 (97.22%) | seatedDelta=+10 | completionDelta=+3.47% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | replicatedRiskDispersionWorse=false | standardFamily=REAR_BOUNDARY_LOCK | replicatedRiskDispersionFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 33 INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 00:58:11 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2683790101901 Scenario number: 24 Scenario seed: -9145025643527978904 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.48% Blocker-prone seat share (topology component): 66.09% Aisle-assignment balance: 95.65% OUTCOME ------- Status: SUCCESS Completed ticks: 879 Passengers seated: 230/230 Average waiting ticks: 385.02 Longest waiting passenger: P4->8F(LEFT) Longest waiting ticks: 834 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 7 Selected release potential total: 8 Last cluster decision: LEFT:tiles1-9:occupied=7:anchor=P36:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 49 Regions dissolved: 2 Repeated reconstructions avoided: 49 Largest region lifetime: 36 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=36 Confirmation deferral ticks: 3 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1897 Maximum occupied tiles: 13 Seat events: 120 Single-blocker events: 34 Multiple-blocker events: 10 Temporary aisle reoccupations: 54 RIGHT AISLE ----------- Total moves: 1725 Maximum occupied tiles: 13 Seat events: 110 Single-blocker events: 27 Multiple-blocker events: 6 Temporary aisle reoccupations: 39 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 83 Reservations granted: 83 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4536 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5437 Total stationary ticks: 92348 Seat-event requests: 242 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 445 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 445 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 240\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 3\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 33 INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 00:58:11 Experiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2683790101901 Scenario number: 24 Scenario seed: -9145025643527978904 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.48% Blocker-prone seat share (topology component): 66.09% Aisle-assignment balance: 95.65% OUTCOME ------- Status: SUCCESS Completed ticks: 877 Passengers seated: 230/230 Average waiting ticks: 384.65 Longest waiting passenger: P4->8F(LEFT) Longest waiting ticks: 832 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 7 Selected release potential total: 6 Last cluster decision: LEFT:tiles1-9:occupied=7:anchor=P36:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 35 Regions dissolved: 1 Repeated reconstructions avoided: 35 Largest region lifetime: 36 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=36 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1897 Maximum occupied tiles: 13 Seat events: 120 Single-blocker events: 34 Multiple-blocker events: 10 Temporary aisle reoccupations: 54 RIGHT AISLE ----------- Total moves: 1725 Maximum occupied tiles: 12 Seat events: 110 Single-blocker events: 27 Multiple-blocker events: 6 Temporary aisle reoccupations: 39 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 83 Reservations granted: 83 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4550 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5437 Total stationary ticks: 92272 Seat-event requests: 239 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 444 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 444 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 238\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 2\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 24 | standardDataset=230/230 (100.00%) | replicatedRiskDispersionDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=2 | convertedToSuccess=false | replicatedRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | replicatedRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 33 INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 00:58:11 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2683790101901 Scenario number: 25 Scenario seed: -7806494435824213166 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 76.32% Aisle-assignment balance: 99.12% OUTCOME ------- Status: SUCCESS Completed ticks: 811 Passengers seated: 228/228 Average waiting ticks: 371.82 Longest waiting passenger: P71->15G(RIGHT) Longest waiting ticks: 759 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles26-28:occupied=3:anchor=P108:selected=P34:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 27 Regions dissolved: 2 Repeated reconstructions avoided: 27 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=11 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1684 Maximum occupied tiles: 12 Seat events: 113 Single-blocker events: 29 Multiple-blocker events: 14 Temporary aisle reoccupations: 59 RIGHT AISLE ----------- Total moves: 1620 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 26 Multiple-blocker events: 12 Temporary aisle reoccupations: 53 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 123 Reservations granted: 122 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4286 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5425 Total stationary ticks: 88396 Seat-event requests: 242 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 553 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 553 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 242\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 5\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 33 INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 00:58:11 Experiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2683790101901 Scenario number: 25 Scenario seed: -7806494435824213166 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 76.32% Aisle-assignment balance: 99.12% OUTCOME ------- Status: SUCCESS Completed ticks: 811 Passengers seated: 228/228 Average waiting ticks: 371.87 Longest waiting passenger: P71->15G(RIGHT) Longest waiting ticks: 759 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles26-28:occupied=3:anchor=P108:selected=P34:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 27 Regions dissolved: 2 Repeated reconstructions avoided: 27 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=11 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1684 Maximum occupied tiles: 12 Seat events: 113 Single-blocker events: 29 Multiple-blocker events: 14 Temporary aisle reoccupations: 59 RIGHT AISLE ----------- Total moves: 1620 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 26 Multiple-blocker events: 12 Temporary aisle reoccupations: 53 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 123 Reservations granted: 122 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4277 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5406 Total stationary ticks: 88390 Seat-event requests: 242 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 553 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 553 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 242\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 5\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 25 | standardDataset=228/228 (100.00%) | replicatedRiskDispersionDataset=228/228 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | replicatedRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | replicatedRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 33 INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 00:58:11 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2683790101901 Scenario number: 26 Scenario seed: -8452147272970175849 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.05% Blocker-prone seat share (topology component): 60.34% Aisle-assignment balance: 95.18% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2802 Passengers seated: 351/353 Average waiting ticks: 590.16 Longest waiting passenger: P141->35G(LEFT) Longest waiting ticks: 2724 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3011 Maximum occupied tiles: 13 Seat events: 166 Single-blocker events: 50 Multiple-blocker events: 23 Temporary aisle reoccupations: 98 RIGHT AISLE ----------- Total moves: 3175 Maximum occupied tiles: 13 Seat events: 185 Single-blocker events: 44 Multiple-blocker events: 22 Temporary aisle reoccupations: 91 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1835 Reservations granted: 1832 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7930 Longest unresolved passenger ID: 18 Longest unresolved row: 36 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P18(36C/LEFT) -> P141(35G/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 18 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 13190 Total stationary ticks: 216982 Seat-event requests: 2048 Failed seat-event starts: 1697 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 141 Critical blocker identity: P141->35G(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P141(35G/LEFT/WAITING_FOR_SEAT_EVENT) P18(36C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1690 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 3 Critical blocker required yield tiles: 36|37|38 Critical blocker unavailable yield tiles: 37|38 Critical blocker yield-tile occupants: -1|-1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 7 Rear-boundary failures: 1690 Middle-bank reservation failures: 3 Active-event deferrals: 906 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 36|37|38 Current unavailable yield tiles: 37|38 Current yield-tile occupants: -1|-1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2051\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 33 INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 00:58:11 Experiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2683790101901 Scenario number: 26 Scenario seed: -8452147272970175849 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 28.05% Blocker-prone seat share (topology component): 60.34% Aisle-assignment balance: 95.18% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2802 Passengers seated: 351/353 Average waiting ticks: 590.14 Longest waiting passenger: P141->35G(LEFT) Longest waiting ticks: 2724 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3011 Maximum occupied tiles: 13 Seat events: 166 Single-blocker events: 50 Multiple-blocker events: 23 Temporary aisle reoccupations: 98 RIGHT AISLE ----------- Total moves: 3175 Maximum occupied tiles: 13 Seat events: 185 Single-blocker events: 44 Multiple-blocker events: 22 Temporary aisle reoccupations: 91 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1835 Reservations granted: 1832 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7935 Longest unresolved passenger ID: 18 Longest unresolved row: 36 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P18(36C/LEFT) -> P141(35G/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 18 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 13204 Total stationary ticks: 216986 Seat-event requests: 2048 Failed seat-event starts: 1697 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 141 Critical blocker identity: P141->35G(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P141(35G/LEFT/WAITING_FOR_SEAT_EVENT) P18(36C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1690 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 3 Critical blocker required yield tiles: 36|37|38 Critical blocker unavailable yield tiles: 37|38 Critical blocker yield-tile occupants: -1|-1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 7 Rear-boundary failures: 1690 Middle-bank reservation failures: 3 Active-event deferrals: 910 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 36|37|38 Current unavailable yield tiles: 37|38 Current yield-tile occupants: -1|-1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2051\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 26 | standardDataset=351/353 (99.43%) | replicatedRiskDispersionDataset=351/353 (99.43%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | replicatedRiskDispersionWorse=false | standardFamily=REAR_BOUNDARY_LOCK | replicatedRiskDispersionFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 33 INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 00:58:11 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2683790101901 Scenario number: 27 Scenario seed: -8001846498203594583 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.29% Blocker-prone seat share (topology component): 73.96% Aisle-assignment balance: 94.79% OUTCOME ------- Status: SUCCESS Completed ticks: 705 Passengers seated: 192/192 Average waiting ticks: 314.35 Longest waiting passenger: P27->2B(LEFT) Longest waiting ticks: 668 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles22-24:occupied=3:anchor=P141:selected=P146:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 13 Regions dissolved: 1 Repeated reconstructions avoided: 13 Largest region lifetime: 14 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=14 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1352 Maximum occupied tiles: 11 Seat events: 101 Single-blocker events: 20 Multiple-blocker events: 7 Temporary aisle reoccupations: 36 RIGHT AISLE ----------- Total moves: 1408 Maximum occupied tiles: 13 Seat events: 91 Single-blocker events: 22 Multiple-blocker events: 6 Temporary aisle reoccupations: 34 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 102 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3414 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4293 Total stationary ticks: 63145 Seat-event requests: 201 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 502 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 502 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 200\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 33 INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 00:58:11 Experiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2683790101901 Scenario number: 27 Scenario seed: -8001846498203594583 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 32.29% Blocker-prone seat share (topology component): 73.96% Aisle-assignment balance: 94.79% OUTCOME ------- Status: SUCCESS Completed ticks: 705 Passengers seated: 192/192 Average waiting ticks: 314.35 Longest waiting passenger: P27->2B(LEFT) Longest waiting ticks: 668 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles22-24:occupied=3:anchor=P141:selected=P146:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 13 Regions dissolved: 1 Repeated reconstructions avoided: 13 Largest region lifetime: 14 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=14 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1352 Maximum occupied tiles: 11 Seat events: 101 Single-blocker events: 20 Multiple-blocker events: 7 Temporary aisle reoccupations: 36 RIGHT AISLE ----------- Total moves: 1408 Maximum occupied tiles: 13 Seat events: 91 Single-blocker events: 22 Multiple-blocker events: 6 Temporary aisle reoccupations: 34 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 102 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3414 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4293 Total stationary ticks: 63145 Seat-event requests: 201 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 502 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 502 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 200\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 27 | standardDataset=192/192 (100.00%) | replicatedRiskDispersionDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | replicatedRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | replicatedRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 33 INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 00:58:11 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2683790101901 Scenario number: 28 Scenario seed: -6836731559281130344 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 288 Occupancy: 80% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.47% Blocker-prone seat share (topology component): 61.11% Aisle-assignment balance: 94.44% OUTCOME ------- Status: SUCCESS Completed ticks: 1072 Passengers seated: 288/288 Average waiting ticks: 469.97 Longest waiting passenger: P220->22F(RIGHT) Longest waiting ticks: 1014 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 39 Regions dissolved: 3 Repeated reconstructions avoided: 39 Largest region lifetime: 20 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=13 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2431 Maximum occupied tiles: 13 Seat events: 136 Single-blocker events: 34 Multiple-blocker events: 12 Temporary aisle reoccupations: 59 RIGHT AISLE ----------- Total moves: 2754 Maximum occupied tiles: 13 Seat events: 152 Single-blocker events: 38 Multiple-blocker events: 19 Temporary aisle reoccupations: 78 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 126 Reservations granted: 124 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6743 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8124 Total stationary ticks: 141211 Seat-event requests: 304 Failed seat-event starts: 16 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 700 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 16 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 700 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 305\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 33 INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 00:58:11 Experiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2683790101901 Scenario number: 28 Scenario seed: -6836731559281130344 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 288 Occupancy: 80% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 28.47% Blocker-prone seat share (topology component): 61.11% Aisle-assignment balance: 94.44% OUTCOME ------- Status: SUCCESS Completed ticks: 1072 Passengers seated: 288/288 Average waiting ticks: 469.90 Longest waiting passenger: P220->22F(RIGHT) Longest waiting ticks: 1014 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 39 Regions dissolved: 3 Repeated reconstructions avoided: 39 Largest region lifetime: 20 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=13 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2431 Maximum occupied tiles: 13 Seat events: 136 Single-blocker events: 34 Multiple-blocker events: 12 Temporary aisle reoccupations: 59 RIGHT AISLE ----------- Total moves: 2754 Maximum occupied tiles: 13 Seat events: 152 Single-blocker events: 38 Multiple-blocker events: 19 Temporary aisle reoccupations: 78 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 126 Reservations granted: 124 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6768 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8156 Total stationary ticks: 141218 Seat-event requests: 304 Failed seat-event starts: 16 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 705 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 16 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 705 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 305\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 28 | standardDataset=288/288 (100.00%) | replicatedRiskDispersionDataset=288/288 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | replicatedRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | replicatedRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 33 INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 00:58:11 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2683790101901 Scenario number: 29 Scenario seed: 708389372476518281 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.27% Blocker-prone seat share (topology component): 67.18% Aisle-assignment balance: 95.75% OUTCOME ------- Status: SUCCESS Completed ticks: 959 Passengers seated: 259/259 Average waiting ticks: 429.29 Longest waiting passenger: P114->14C(LEFT) Longest waiting ticks: 934 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2119 Maximum occupied tiles: 12 Seat events: 135 Single-blocker events: 35 Multiple-blocker events: 10 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 1950 Maximum occupied tiles: 13 Seat events: 124 Single-blocker events: 30 Multiple-blocker events: 14 Temporary aisle reoccupations: 58 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 88 Reservations granted: 88 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5165 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6121 Total stationary ticks: 115390 Seat-event requests: 267 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 555 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 555 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 267\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 33 INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 00:58:11 Experiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2683790101901 Scenario number: 29 Scenario seed: 708389372476518281 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.27% Blocker-prone seat share (topology component): 67.18% Aisle-assignment balance: 95.75% OUTCOME ------- Status: SUCCESS Completed ticks: 958 Passengers seated: 259/259 Average waiting ticks: 429.19 Longest waiting passenger: P114->14C(LEFT) Longest waiting ticks: 933 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2119 Maximum occupied tiles: 12 Seat events: 135 Single-blocker events: 35 Multiple-blocker events: 10 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 1950 Maximum occupied tiles: 13 Seat events: 124 Single-blocker events: 30 Multiple-blocker events: 14 Temporary aisle reoccupations: 58 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 88 Reservations granted: 88 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5180 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6137 Total stationary ticks: 115382 Seat-event requests: 266 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 555 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 555 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 266\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 29 | standardDataset=259/259 (100.00%) | replicatedRiskDispersionDataset=259/259 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | replicatedRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | replicatedRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 33 INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 00:58:11 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2683790101901 Scenario number: 30 Scenario seed: -899876514944553398 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 245 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.24% Blocker-prone seat share (topology component): 66.12% Aisle-assignment balance: 98.78% OUTCOME ------- Status: SUCCESS Completed ticks: 878 Passengers seated: 245/245 Average waiting ticks: 403.51 Longest waiting passenger: P41->3I(RIGHT) Longest waiting ticks: 843 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1814 Maximum occupied tiles: 12 Seat events: 121 Single-blocker events: 33 Multiple-blocker events: 11 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 1955 Maximum occupied tiles: 13 Seat events: 124 Single-blocker events: 36 Multiple-blocker events: 11 Temporary aisle reoccupations: 58 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 81 Reservations granted: 81 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4754 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5681 Total stationary ticks: 102800 Seat-event requests: 253 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 469 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 469 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 253\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 33 INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 00:58:11 Experiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2683790101901 Scenario number: 30 Scenario seed: -899876514944553398 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 245 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 32.24% Blocker-prone seat share (topology component): 66.12% Aisle-assignment balance: 98.78% OUTCOME ------- Status: SUCCESS Completed ticks: 878 Passengers seated: 245/245 Average waiting ticks: 403.65 Longest waiting passenger: P41->3I(RIGHT) Longest waiting ticks: 843 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 6 Selected release potential total: 5 Last cluster decision: LEFT:tiles19-23:occupied=4:anchor=P217:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 32 Regions dissolved: 1 Repeated reconstructions avoided: 32 Largest region lifetime: 33 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=33 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1814 Maximum occupied tiles: 12 Seat events: 121 Single-blocker events: 33 Multiple-blocker events: 11 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 1955 Maximum occupied tiles: 13 Seat events: 124 Single-blocker events: 36 Multiple-blocker events: 11 Temporary aisle reoccupations: 58 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 81 Reservations granted: 81 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4744 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5695 Total stationary ticks: 102825 Seat-event requests: 258 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 477 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 477 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 257\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 30 | standardDataset=245/245 (100.00%) | replicatedRiskDispersionDataset=245/245 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | replicatedRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | replicatedRiskDispersionFamily=COMPLETE_CABIN ************************************************************ BATCH EXPERIMENT SUMMARY RESEARCH EXPERIMENT 33 INDEPENDENT-SEED RISK-DISPERSION REPLICATION ************************************************************ Experiment seed: 2683790101901 Scenarios executed: 60 Successful completions: 46 Incomplete/MAX_TICKS: 14 Average completed ticks: 1335.57 Average waiting ticks: 456.52 ************************************************************ ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 34 SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 01:04:16 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 1 Scenario seed: 1522538501425421570 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.19% Blocker-prone seat share (topology component): 60.53% Aisle-assignment balance: 100.00% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2716 Passengers seated: 340/342 Average waiting ticks: 570.95 Longest waiting passenger: P257->35A(LEFT) Longest waiting ticks: 2655 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2987 Maximum occupied tiles: 14 Seat events: 169 Single-blocker events: 39 Multiple-blocker events: 19 Temporary aisle reoccupations: 79 RIGHT AISLE ----------- Total moves: 2972 Maximum occupied tiles: 14 Seat events: 171 Single-blocker events: 44 Multiple-blocker events: 22 Temporary aisle reoccupations: 92 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 145 Reservations granted: 138 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 2 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7675 Longest unresolved passenger ID: 238 Longest unresolved row: 35 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P238(35G/LEFT) -> P257(35A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 238 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 12544 Total stationary ticks: 203516 Seat-event requests: 1885 Failed seat-event starts: 1545 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 257 Critical blocker identity: P257->35A(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P257(35A/LEFT/WAITING_FOR_SEAT_EVENT) P238(35G/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1534 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 36|37 Critical blocker unavailable yield tiles: 37 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 11 Rear-boundary failures: 1534 Middle-bank reservation failures: 7 Active-event deferrals: 879 Simultaneous arbitration losses: 2 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 36|37 Current unavailable yield tiles: 37 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1894\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 6\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 34 SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 01:04:16 Experiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 1 Scenario seed: 1522538501425421570 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.19% Blocker-prone seat share (topology component): 60.53% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 1215 Passengers seated: 342/342 Average waiting ticks: 566.47 Longest waiting passenger: P205->27J(RIGHT) Longest waiting ticks: 1161 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2988 Maximum occupied tiles: 13 Seat events: 171 Single-blocker events: 39 Multiple-blocker events: 21 Temporary aisle reoccupations: 84 RIGHT AISLE ----------- Total moves: 2972 Maximum occupied tiles: 14 Seat events: 171 Single-blocker events: 44 Multiple-blocker events: 22 Temporary aisle reoccupations: 92 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 146 Reservations granted: 139 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 2 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7726 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9446 Total stationary ticks: 200419 Seat-event requests: 353 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 867 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 7 Active-event deferrals: 867 Simultaneous arbitration losses: 2 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 362\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 6\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 01 | standardDataset=340/342 (99.42%) | secondReplicatedRiskDispersionDataset=342/342 (100.00%) | seatedDelta=+2 | completionDelta=+0.58% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=true | secondReplicatedRiskDispersionWorse=false | standardFamily=REAR_BOUNDARY_LOCK | secondReplicatedRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 34 SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 01:04:16 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 2 Scenario seed: 6774359765354740939 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 29.57% Blocker-prone seat share (topology component): 66.96% Aisle-assignment balance: 99.13% OUTCOME ------- Status: SUCCESS Completed ticks: 834 Passengers seated: 230/230 Average waiting ticks: 373.20 Longest waiting passenger: P119->32I(RIGHT) Longest waiting ticks: 770 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles19-21:occupied=3:anchor=P154:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 9 Regions dissolved: 1 Repeated reconstructions avoided: 9 Largest region lifetime: 10 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=10 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1824 Maximum occupied tiles: 11 Seat events: 114 Single-blocker events: 26 Multiple-blocker events: 8 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1907 Maximum occupied tiles: 16 Seat events: 116 Single-blocker events: 29 Multiple-blocker events: 7 Temporary aisle reoccupations: 43 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 85 Reservations granted: 83 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4846 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6113 Total stationary ticks: 90098 Seat-event requests: 241 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 645 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 1 Middle-bank reservation failures: 2 Active-event deferrals: 645 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 242\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 34 SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 01:04:16 Experiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 2 Scenario seed: 6774359765354740939 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 29.57% Blocker-prone seat share (topology component): 66.96% Aisle-assignment balance: 99.13% OUTCOME ------- Status: SUCCESS Completed ticks: 834 Passengers seated: 230/230 Average waiting ticks: 373.16 Longest waiting passenger: P119->32I(RIGHT) Longest waiting ticks: 770 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles19-21:occupied=3:anchor=P154:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 9 Regions dissolved: 1 Repeated reconstructions avoided: 9 Largest region lifetime: 10 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=10 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1824 Maximum occupied tiles: 11 Seat events: 114 Single-blocker events: 26 Multiple-blocker events: 8 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1907 Maximum occupied tiles: 16 Seat events: 116 Single-blocker events: 29 Multiple-blocker events: 7 Temporary aisle reoccupations: 43 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 85 Reservations granted: 83 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4856 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6107 Total stationary ticks: 90097 Seat-event requests: 240 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 633 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 633 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 241\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 02 | standardDataset=230/230 (100.00%) | secondReplicatedRiskDispersionDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | secondReplicatedRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | secondReplicatedRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 34 SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 01:04:16 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 3 Scenario seed: -2983169693602654470 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 96.45% OUTCOME ------- Status: SUCCESS Completed ticks: 1039 Passengers seated: 282/282 Average waiting ticks: 468.57 Longest waiting passenger: P91->7F(LEFT) Longest waiting ticks: 992 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2253 Maximum occupied tiles: 12 Seat events: 146 Single-blocker events: 40 Multiple-blocker events: 13 Temporary aisle reoccupations: 66 RIGHT AISLE ----------- Total moves: 2134 Maximum occupied tiles: 13 Seat events: 136 Single-blocker events: 43 Multiple-blocker events: 18 Temporary aisle reoccupations: 79 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 96 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5548 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6857 Total stationary ticks: 136804 Seat-event requests: 287 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 667 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 667 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 287\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 6\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 34 SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 01:04:16 Experiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 3 Scenario seed: -2983169693602654470 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 96.45% OUTCOME ------- Status: SUCCESS Completed ticks: 1039 Passengers seated: 282/282 Average waiting ticks: 468.21 Longest waiting passenger: P91->7F(LEFT) Longest waiting ticks: 992 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2253 Maximum occupied tiles: 12 Seat events: 146 Single-blocker events: 40 Multiple-blocker events: 13 Temporary aisle reoccupations: 66 RIGHT AISLE ----------- Total moves: 2134 Maximum occupied tiles: 13 Seat events: 136 Single-blocker events: 43 Multiple-blocker events: 18 Temporary aisle reoccupations: 79 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 96 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5596 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6899 Total stationary ticks: 136751 Seat-event requests: 287 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 662 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 662 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 287\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 6\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 03 | standardDataset=282/282 (100.00%) | secondReplicatedRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | secondReplicatedRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | secondReplicatedRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 34 SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 01:04:16 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 4 Scenario seed: -6788409386054383278 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.05% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 96.32% OUTCOME ------- Status: SUCCESS Completed ticks: 1294 Passengers seated: 353/353 Average waiting ticks: 582.42 Longest waiting passenger: P234->29F(LEFT) Longest waiting ticks: 1243 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R3:age=2:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 28 Maximum simultaneous active regions: 2 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=9 Confirmation deferral ticks: 4 Regions reaching confirmation: 0 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3274 Maximum occupied tiles: 14 Seat events: 183 Single-blocker events: 59 Multiple-blocker events: 24 Temporary aisle reoccupations: 111 RIGHT AISLE ----------- Total moves: 2915 Maximum occupied tiles: 13 Seat events: 170 Single-blocker events: 47 Multiple-blocker events: 26 Temporary aisle reoccupations: 102 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 150 Reservations granted: 150 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7935 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9847 Total stationary ticks: 212498 Seat-event requests: 379 Failed seat-event starts: 26 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 931 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 26 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 931 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 379\nPrecedence substitutions made: 7\nDependency chains followed: 9\nBlocked by waiting-row occupant: 9\nSubstituted events started: 8\nOccupied-space rejections: 32\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 34 SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 01:04:16 Experiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 4 Scenario seed: -6788409386054383278 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 28.05% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 96.32% OUTCOME ------- Status: SUCCESS Completed ticks: 1294 Passengers seated: 353/353 Average waiting ticks: 582.91 Longest waiting passenger: P234->29F(LEFT) Longest waiting ticks: 1243 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles20-22:occupied=3:anchor=P112:selected=P195:directReleases=1:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 50 Regions dissolved: 3 Repeated reconstructions avoided: 50 Largest region lifetime: 28 Maximum simultaneous active regions: 2 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=10 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3274 Maximum occupied tiles: 14 Seat events: 183 Single-blocker events: 59 Multiple-blocker events: 24 Temporary aisle reoccupations: 111 RIGHT AISLE ----------- Total moves: 2915 Maximum occupied tiles: 13 Seat events: 170 Single-blocker events: 47 Multiple-blocker events: 26 Temporary aisle reoccupations: 102 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 151 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7915 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9813 Total stationary ticks: 212643 Seat-event requests: 380 Failed seat-event starts: 27 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 920 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 27 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 920 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 380\nPrecedence substitutions made: 6\nDependency chains followed: 9\nBlocked by waiting-row occupant: 9\nSubstituted events started: 8\nOccupied-space rejections: 33\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 04 | standardDataset=353/353 (100.00%) | secondReplicatedRiskDispersionDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | secondReplicatedRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | secondReplicatedRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 34 SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 01:04:16 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 5 Scenario seed: -1539455759581144283 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.09% Blocker-prone seat share (topology component): 59.26% Aisle-assignment balance: 100.00% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2648 Passengers seated: 321/324 Average waiting ticks: 542.01 Longest waiting passenger: P76->29D(RIGHT) Longest waiting ticks: 2589 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 3 Selected release potential total: 4 Last cluster decision: LEFT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 48 Regions dissolved: 3 Repeated reconstructions avoided: 48 Largest region lifetime: 28 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=28 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2993 Maximum occupied tiles: 17 Seat events: 162 Single-blocker events: 44 Multiple-blocker events: 20 Temporary aisle reoccupations: 89 RIGHT AISLE ----------- Total moves: 2686 Maximum occupied tiles: 13 Seat events: 159 Single-blocker events: 46 Multiple-blocker events: 16 Temporary aisle reoccupations: 79 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1677 Reservations granted: 1677 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7409 Longest unresolved passenger ID: 120 Longest unresolved row: 34 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P120(34F/RIGHT) -> P155(33H/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 120 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 13802 Total stationary ticks: 183765 Seat-event requests: 1871 Failed seat-event starts: 1550 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 155 Critical blocker identity: P155->33H(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P155(33H/RIGHT/WAITING_FOR_SEAT_EVENT) P120(34F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1550 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1550 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 803 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_SPACE_AVAILABLE Final snapshot prerequisite: YIELD_SPACE_AVAILABLE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: YIELD_SPACE_AVAILABLE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1869\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 6\nOccupied-space rejections: 1553\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 34 SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 01:04:16 Experiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 5 Scenario seed: -1539455759581144283 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 28.09% Blocker-prone seat share (topology component): 59.26% Aisle-assignment balance: 100.00% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2648 Passengers seated: 321/324 Average waiting ticks: 542.01 Longest waiting passenger: P76->29D(RIGHT) Longest waiting ticks: 2589 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 3 Selected release potential total: 4 Last cluster decision: LEFT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 48 Regions dissolved: 3 Repeated reconstructions avoided: 48 Largest region lifetime: 28 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=28 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2993 Maximum occupied tiles: 17 Seat events: 162 Single-blocker events: 44 Multiple-blocker events: 20 Temporary aisle reoccupations: 89 RIGHT AISLE ----------- Total moves: 2686 Maximum occupied tiles: 13 Seat events: 159 Single-blocker events: 46 Multiple-blocker events: 16 Temporary aisle reoccupations: 79 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1677 Reservations granted: 1677 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7409 Longest unresolved passenger ID: 120 Longest unresolved row: 34 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P120(34F/RIGHT) -> P155(33H/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 120 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 13802 Total stationary ticks: 183765 Seat-event requests: 1871 Failed seat-event starts: 1550 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 155 Critical blocker identity: P155->33H(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P155(33H/RIGHT/WAITING_FOR_SEAT_EVENT) P120(34F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1550 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1550 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 803 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_SPACE_AVAILABLE Final snapshot prerequisite: YIELD_SPACE_AVAILABLE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: YIELD_SPACE_AVAILABLE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1869\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 6\nOccupied-space rejections: 1553\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 05 | standardDataset=321/324 (99.07%) | secondReplicatedRiskDispersionDataset=321/324 (99.07%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=2 | clusterStarts=3 | convertedToSuccess=false | secondReplicatedRiskDispersionWorse=false | standardFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL | secondReplicatedRiskDispersionFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 34 SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 01:04:16 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 6 Scenario seed: 7742126381252513624 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.66% Blocker-prone seat share (topology component): 67.15% Aisle-assignment balance: 97.81% OUTCOME ------- Status: SUCCESS Completed ticks: 976 Passengers seated: 274/274 Average waiting ticks: 447.86 Longest waiting passenger: P149->11B(LEFT) Longest waiting ticks: 959 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 6 Selected release potential total: 5 Last cluster decision: LEFT:tiles16-20:occupied=5:anchor=P131:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 32 Regions dissolved: 1 Repeated reconstructions avoided: 32 Largest region lifetime: 33 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=33 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2259 Maximum occupied tiles: 14 Seat events: 140 Single-blocker events: 41 Multiple-blocker events: 13 Temporary aisle reoccupations: 67 RIGHT AISLE ----------- Total moves: 2028 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 42 Multiple-blocker events: 13 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 97 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5804 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7222 Total stationary ticks: 127794 Seat-event requests: 286 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 642 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 642 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 289\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 34 SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 01:04:16 Experiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 6 Scenario seed: 7742126381252513624 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.66% Blocker-prone seat share (topology component): 67.15% Aisle-assignment balance: 97.81% OUTCOME ------- Status: SUCCESS Completed ticks: 976 Passengers seated: 274/274 Average waiting ticks: 447.86 Longest waiting passenger: P149->11B(LEFT) Longest waiting ticks: 959 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 6 Selected release potential total: 5 Last cluster decision: LEFT:tiles16-20:occupied=5:anchor=P131:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 32 Regions dissolved: 1 Repeated reconstructions avoided: 32 Largest region lifetime: 33 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=33 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2259 Maximum occupied tiles: 14 Seat events: 140 Single-blocker events: 41 Multiple-blocker events: 13 Temporary aisle reoccupations: 67 RIGHT AISLE ----------- Total moves: 2028 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 42 Multiple-blocker events: 13 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 97 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5804 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7222 Total stationary ticks: 127794 Seat-event requests: 286 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 642 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 642 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 289\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 06 | standardDataset=274/274 (100.00%) | secondReplicatedRiskDispersionDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=2 | convertedToSuccess=false | secondReplicatedRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | secondReplicatedRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 34 SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 01:04:16 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 7 Scenario seed: 7812629052322237302 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 245 Occupancy: 85% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 69.80% Aisle-assignment balance: 93.06% OUTCOME ------- Status: SUCCESS Completed ticks: 929 Passengers seated: 245/245 Average waiting ticks: 398.22 Longest waiting passenger: P129->29C(LEFT) Longest waiting ticks: 875 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 3 Selected release potential total: 4 Last cluster decision: LEFT:tiles13-15:occupied=3:anchor=P13:selected=P74:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 33 Regions dissolved: 2 Repeated reconstructions avoided: 33 Largest region lifetime: 21 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=21 Confirmation deferral ticks: 3 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1992 Maximum occupied tiles: 12 Seat events: 131 Single-blocker events: 39 Multiple-blocker events: 13 Temporary aisle reoccupations: 65 RIGHT AISLE ----------- Total moves: 1826 Maximum occupied tiles: 13 Seat events: 114 Single-blocker events: 37 Multiple-blocker events: 7 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 81 Reservations granted: 81 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4946 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6097 Total stationary ticks: 101759 Seat-event requests: 261 Failed seat-event starts: 16 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 578 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 16 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 578 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 259\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 9\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 34 SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 01:04:16 Experiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 7 Scenario seed: 7812629052322237302 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 245 Occupancy: 85% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 69.80% Aisle-assignment balance: 93.06% OUTCOME ------- Status: SUCCESS Completed ticks: 929 Passengers seated: 245/245 Average waiting ticks: 398.24 Longest waiting passenger: P129->29C(LEFT) Longest waiting ticks: 875 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 3 Selected release potential total: 4 Last cluster decision: LEFT:tiles13-15:occupied=3:anchor=P13:selected=P74:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 33 Regions dissolved: 2 Repeated reconstructions avoided: 33 Largest region lifetime: 21 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=21 Confirmation deferral ticks: 3 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1992 Maximum occupied tiles: 12 Seat events: 131 Single-blocker events: 39 Multiple-blocker events: 13 Temporary aisle reoccupations: 65 RIGHT AISLE ----------- Total moves: 1826 Maximum occupied tiles: 13 Seat events: 114 Single-blocker events: 37 Multiple-blocker events: 7 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 81 Reservations granted: 81 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4947 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6110 Total stationary ticks: 101764 Seat-event requests: 261 Failed seat-event starts: 16 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 587 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 16 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 587 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 259\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 9\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 07 | standardDataset=245/245 (100.00%) | secondReplicatedRiskDispersionDataset=245/245 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | secondReplicatedRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | secondReplicatedRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 34 SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 01:04:16 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 8 Scenario seed: 8571474473319374705 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 1005 Passengers seated: 282/282 Average waiting ticks: 469.83 Longest waiting passenger: P97->18I(RIGHT) Longest waiting ticks: 959 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 3 Executable cluster candidates: 3 Rejected cluster candidates: 0 Cluster selections: 3 Cluster-selected events started: 4 Largest detected cluster: 4 Selected release potential total: 7 Last cluster decision: RIGHT:tiles16-19:occupied=3:anchor=P38:selected=P122:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 26 Regions dissolved: 3 Repeated reconstructions avoided: 26 Largest region lifetime: 11 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=9 Confirmation deferral ticks: 6 Regions reaching confirmation: 3 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2233 Maximum occupied tiles: 15 Seat events: 140 Single-blocker events: 37 Multiple-blocker events: 9 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 2168 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 39 Multiple-blocker events: 14 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 99 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5578 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7004 Total stationary ticks: 137204 Seat-event requests: 300 Failed seat-event starts: 18 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 768 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 18 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 768 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 8\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 34 SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 01:04:16 Experiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 8 Scenario seed: 8571474473319374705 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 1005 Passengers seated: 282/282 Average waiting ticks: 469.83 Longest waiting passenger: P97->18I(RIGHT) Longest waiting ticks: 959 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 3 Executable cluster candidates: 3 Rejected cluster candidates: 0 Cluster selections: 3 Cluster-selected events started: 4 Largest detected cluster: 4 Selected release potential total: 7 Last cluster decision: RIGHT:tiles16-19:occupied=3:anchor=P38:selected=P122:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 26 Regions dissolved: 3 Repeated reconstructions avoided: 26 Largest region lifetime: 11 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=9 Confirmation deferral ticks: 6 Regions reaching confirmation: 3 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2233 Maximum occupied tiles: 15 Seat events: 140 Single-blocker events: 37 Multiple-blocker events: 9 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 2168 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 39 Multiple-blocker events: 14 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 99 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5578 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7004 Total stationary ticks: 137204 Seat-event requests: 300 Failed seat-event starts: 18 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 768 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 18 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 768 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 8\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 08 | standardDataset=282/282 (100.00%) | secondReplicatedRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=3 | clusterStarts=4 | convertedToSuccess=false | secondReplicatedRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | secondReplicatedRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 34 SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 01:04:16 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 9 Scenario seed: -5079532308886993201 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.05% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 96.32% OUTCOME ------- Status: SUCCESS Completed ticks: 1297 Passengers seated: 353/353 Average waiting ticks: 586.85 Longest waiting passenger: P11->7D(RIGHT) Longest waiting ticks: 1233 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 5 Last cluster decision: LEFT:tiles27-30:occupied=3:anchor=P73:selected=P121:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 46 Regions dissolved: 3 Repeated reconstructions avoided: 46 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=9 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3024 Maximum occupied tiles: 13 Seat events: 170 Single-blocker events: 62 Multiple-blocker events: 22 Temporary aisle reoccupations: 112 RIGHT AISLE ----------- Total moves: 3132 Maximum occupied tiles: 15 Seat events: 183 Single-blocker events: 51 Multiple-blocker events: 24 Temporary aisle reoccupations: 106 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 158 Reservations granted: 158 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7652 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9386 Total stationary ticks: 213688 Seat-event requests: 381 Failed seat-event starts: 28 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 838 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 28 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 838 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 379\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 7\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 34 SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 01:04:16 Experiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 9 Scenario seed: -5079532308886993201 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 28.05% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 96.32% OUTCOME ------- Status: SUCCESS Completed ticks: 1297 Passengers seated: 353/353 Average waiting ticks: 587.10 Longest waiting passenger: P11->7D(RIGHT) Longest waiting ticks: 1233 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 5 Last cluster decision: LEFT:tiles27-30:occupied=3:anchor=P73:selected=P121:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 51 Regions dissolved: 3 Repeated reconstructions avoided: 51 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=14 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3024 Maximum occupied tiles: 12 Seat events: 170 Single-blocker events: 62 Multiple-blocker events: 22 Temporary aisle reoccupations: 112 RIGHT AISLE ----------- Total moves: 3132 Maximum occupied tiles: 15 Seat events: 183 Single-blocker events: 51 Multiple-blocker events: 24 Temporary aisle reoccupations: 106 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 160 Reservations granted: 158 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7584 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9350 Total stationary ticks: 213704 Seat-event requests: 381 Failed seat-event starts: 28 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 860 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 28 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 860 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 381\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 7\nOccupied-space rejections: 33\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 09 | standardDataset=353/353 (100.00%) | secondReplicatedRiskDispersionDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | secondReplicatedRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | secondReplicatedRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 34 SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 01:04:16 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 10 Scenario seed: -5958035683947804296 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 874 Passengers seated: 235/235 Average waiting ticks: 396.99 Longest waiting passenger: P145->27H(RIGHT) Longest waiting ticks: 820 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1708 Maximum occupied tiles: 11 Seat events: 115 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 1728 Maximum occupied tiles: 10 Seat events: 120 Single-blocker events: 34 Multiple-blocker events: 13 Temporary aisle reoccupations: 63 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 127 Reservations granted: 121 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4162 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5219 Total stationary ticks: 96696 Seat-event requests: 239 Failed seat-event starts: 4 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 540 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 4 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 34 SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 01:04:16 Experiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 10 Scenario seed: -5958035683947804296 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 873 Passengers seated: 235/235 Average waiting ticks: 396.28 Longest waiting passenger: P145->27H(RIGHT) Longest waiting ticks: 819 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1708 Maximum occupied tiles: 11 Seat events: 115 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 1728 Maximum occupied tiles: 10 Seat events: 120 Single-blocker events: 34 Multiple-blocker events: 13 Temporary aisle reoccupations: 63 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 129 Reservations granted: 121 Reservations denied/waited: 8 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4219 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5248 Total stationary ticks: 96582 Seat-event requests: 239 Failed seat-event starts: 4 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 517 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 4 Rear-boundary failures: 0 Middle-bank reservation failures: 8 Active-event deferrals: 517 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 247\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 10 | standardDataset=235/235 (100.00%) | secondReplicatedRiskDispersionDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | secondReplicatedRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | secondReplicatedRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 34 SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 01:04:16 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 11 Scenario seed: -1147877779561771185 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.85% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 96.88% OUTCOME ------- Status: SUCCESS Completed ticks: 709 Passengers seated: 192/192 Average waiting ticks: 309.80 Longest waiting passenger: P7->27F(LEFT) Longest waiting ticks: 650 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 16 Regions dissolved: 2 Repeated reconstructions avoided: 16 Largest region lifetime: 14 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=4 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1362 Maximum occupied tiles: 11 Seat events: 99 Single-blocker events: 30 Multiple-blocker events: 8 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1394 Maximum occupied tiles: 12 Seat events: 93 Single-blocker events: 26 Multiple-blocker events: 3 Temporary aisle reoccupations: 32 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 101 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3726 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4717 Total stationary ticks: 62697 Seat-event requests: 199 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 486 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 486 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 199\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 34 SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 01:04:16 Experiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 11 Scenario seed: -1147877779561771185 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.85% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 96.88% OUTCOME ------- Status: SUCCESS Completed ticks: 709 Passengers seated: 192/192 Average waiting ticks: 309.80 Longest waiting passenger: P7->27F(LEFT) Longest waiting ticks: 650 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 16 Regions dissolved: 2 Repeated reconstructions avoided: 16 Largest region lifetime: 14 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=4 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1362 Maximum occupied tiles: 11 Seat events: 99 Single-blocker events: 30 Multiple-blocker events: 8 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1394 Maximum occupied tiles: 12 Seat events: 93 Single-blocker events: 26 Multiple-blocker events: 3 Temporary aisle reoccupations: 32 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 101 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3726 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4717 Total stationary ticks: 62697 Seat-event requests: 199 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 486 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 486 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 199\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 11 | standardDataset=192/192 (100.00%) | secondReplicatedRiskDispersionDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | secondReplicatedRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | secondReplicatedRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 34 SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 01:04:16 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 12 Scenario seed: -1419555593767643522 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.88% Blocker-prone seat share (topology component): 74.02% Aisle-assignment balance: 99.02% OUTCOME ------- Status: SUCCESS Completed ticks: 721 Passengers seated: 204/204 Average waiting ticks: 326.59 Longest waiting passenger: P101->2C(LEFT) Longest waiting ticks: 684 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles24-26:occupied=3:anchor=P133:selected=P94:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1503 Maximum occupied tiles: 12 Seat events: 103 Single-blocker events: 22 Multiple-blocker events: 9 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1416 Maximum occupied tiles: 10 Seat events: 101 Single-blocker events: 17 Multiple-blocker events: 10 Temporary aisle reoccupations: 39 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 110 Reservations granted: 110 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3837 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4685 Total stationary ticks: 69817 Seat-event requests: 214 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 438 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 438 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 213\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 34 SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 01:04:16 Experiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 12 Scenario seed: -1419555593767643522 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.88% Blocker-prone seat share (topology component): 74.02% Aisle-assignment balance: 99.02% OUTCOME ------- Status: SUCCESS Completed ticks: 721 Passengers seated: 204/204 Average waiting ticks: 326.65 Longest waiting passenger: P101->2C(LEFT) Longest waiting ticks: 684 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles24-26:occupied=3:anchor=P133:selected=P94:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1503 Maximum occupied tiles: 12 Seat events: 103 Single-blocker events: 22 Multiple-blocker events: 9 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1416 Maximum occupied tiles: 10 Seat events: 101 Single-blocker events: 17 Multiple-blocker events: 10 Temporary aisle reoccupations: 39 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 110 Reservations granted: 110 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3827 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4670 Total stationary ticks: 69812 Seat-event requests: 214 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 440 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 440 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 213\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 12 | standardDataset=204/204 (100.00%) | secondReplicatedRiskDispersionDataset=204/204 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | secondReplicatedRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | secondReplicatedRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 34 SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 01:04:16 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 13 Scenario seed: -7851773457640452136 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.39% Blocker-prone seat share (topology component): 66.06% Aisle-assignment balance: 95.62% OUTCOME ------- Status: SUCCESS Completed ticks: 1010 Passengers seated: 274/274 Average waiting ticks: 449.14 Longest waiting passenger: P104->19D(RIGHT) Longest waiting ticks: 949 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1978 Maximum occupied tiles: 14 Seat events: 131 Single-blocker events: 27 Multiple-blocker events: 16 Temporary aisle reoccupations: 59 RIGHT AISLE ----------- Total moves: 2277 Maximum occupied tiles: 13 Seat events: 143 Single-blocker events: 29 Multiple-blocker events: 19 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 93 Reservations granted: 93 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5688 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7086 Total stationary ticks: 127972 Seat-event requests: 283 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 716 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 716 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 283\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 34 SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 01:04:16 Experiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 13 Scenario seed: -7851773457640452136 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.39% Blocker-prone seat share (topology component): 66.06% Aisle-assignment balance: 95.62% OUTCOME ------- Status: SUCCESS Completed ticks: 1010 Passengers seated: 274/274 Average waiting ticks: 449.14 Longest waiting passenger: P104->19D(RIGHT) Longest waiting ticks: 949 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1978 Maximum occupied tiles: 14 Seat events: 131 Single-blocker events: 27 Multiple-blocker events: 16 Temporary aisle reoccupations: 59 RIGHT AISLE ----------- Total moves: 2277 Maximum occupied tiles: 13 Seat events: 143 Single-blocker events: 29 Multiple-blocker events: 19 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 93 Reservations granted: 93 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5688 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7086 Total stationary ticks: 127972 Seat-event requests: 283 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 716 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 716 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 283\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 13 | standardDataset=274/274 (100.00%) | secondReplicatedRiskDispersionDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | secondReplicatedRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | secondReplicatedRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 34 SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 01:04:16 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 14 Scenario seed: -2266351266638417809 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.10% Blocker-prone seat share (topology component): 57.84% Aisle-assignment balance: 95.42% OUTCOME ------- Status: SUCCESS Completed ticks: 1130 Passengers seated: 306/306 Average waiting ticks: 500.87 Longest waiting passenger: P81->12D(LEFT) Longest waiting ticks: 1059 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 7 Selected release potential total: 10 Last cluster decision: RIGHT:region=R4:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 59 Regions dissolved: 4 Repeated reconstructions avoided: 59 Largest region lifetime: 35 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=8 Confirmation deferral ticks: 6 Regions reaching confirmation: 2 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2638 Maximum occupied tiles: 12 Seat events: 160 Single-blocker events: 50 Multiple-blocker events: 25 Temporary aisle reoccupations: 104 RIGHT AISLE ----------- Total moves: 2661 Maximum occupied tiles: 14 Seat events: 146 Single-blocker events: 42 Multiple-blocker events: 16 Temporary aisle reoccupations: 77 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 137 Reservations granted: 135 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6785 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8504 Total stationary ticks: 159242 Seat-event requests: 329 Failed seat-event starts: 23 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 770 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 23 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 770 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 329\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 25\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 34 SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 01:04:16 Experiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 14 Scenario seed: -2266351266638417809 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 28.10% Blocker-prone seat share (topology component): 57.84% Aisle-assignment balance: 95.42% OUTCOME ------- Status: SUCCESS Completed ticks: 1130 Passengers seated: 306/306 Average waiting ticks: 500.86 Longest waiting passenger: P81->12D(LEFT) Longest waiting ticks: 1059 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 7 Selected release potential total: 10 Last cluster decision: RIGHT:region=R4:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 59 Regions dissolved: 4 Repeated reconstructions avoided: 59 Largest region lifetime: 35 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=8 Confirmation deferral ticks: 6 Regions reaching confirmation: 2 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2638 Maximum occupied tiles: 12 Seat events: 160 Single-blocker events: 50 Multiple-blocker events: 25 Temporary aisle reoccupations: 104 RIGHT AISLE ----------- Total moves: 2661 Maximum occupied tiles: 14 Seat events: 146 Single-blocker events: 42 Multiple-blocker events: 16 Temporary aisle reoccupations: 77 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 137 Reservations granted: 135 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6790 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8497 Total stationary ticks: 159240 Seat-event requests: 329 Failed seat-event starts: 23 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 765 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 23 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 765 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 329\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 25\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 14 | standardDataset=306/306 (100.00%) | secondReplicatedRiskDispersionDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=4 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | secondReplicatedRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | secondReplicatedRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 34 SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 01:04:16 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 15 Scenario seed: -2981123562452203872 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 74.54% Aisle-assignment balance: 91.67% OUTCOME ------- Status: SUCCESS Completed ticks: 827 Passengers seated: 216/216 Average waiting ticks: 352.35 Longest waiting passenger: P41->23D(LEFT) Longest waiting ticks: 777 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1633 Maximum occupied tiles: 11 Seat events: 117 Single-blocker events: 31 Multiple-blocker events: 12 Temporary aisle reoccupations: 56 RIGHT AISLE ----------- Total moves: 1499 Maximum occupied tiles: 12 Seat events: 99 Single-blocker events: 22 Multiple-blocker events: 5 Temporary aisle reoccupations: 35 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 118 Reservations granted: 110 Reservations denied/waited: 8 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4072 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5134 Total stationary ticks: 79643 Seat-event requests: 220 Failed seat-event starts: 4 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 467 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 4 Rear-boundary failures: 0 Middle-bank reservation failures: 8 Active-event deferrals: 467 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 229\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 34 SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 01:04:16 Experiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 15 Scenario seed: -2981123562452203872 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 74.54% Aisle-assignment balance: 91.67% OUTCOME ------- Status: SUCCESS Completed ticks: 827 Passengers seated: 216/216 Average waiting ticks: 352.35 Longest waiting passenger: P41->23D(LEFT) Longest waiting ticks: 777 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1633 Maximum occupied tiles: 11 Seat events: 117 Single-blocker events: 31 Multiple-blocker events: 12 Temporary aisle reoccupations: 56 RIGHT AISLE ----------- Total moves: 1499 Maximum occupied tiles: 12 Seat events: 99 Single-blocker events: 22 Multiple-blocker events: 5 Temporary aisle reoccupations: 35 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 118 Reservations granted: 110 Reservations denied/waited: 8 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4072 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5134 Total stationary ticks: 79643 Seat-event requests: 220 Failed seat-event starts: 4 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 467 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 4 Rear-boundary failures: 0 Middle-bank reservation failures: 8 Active-event deferrals: 467 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 229\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 15 | standardDataset=216/216 (100.00%) | secondReplicatedRiskDispersionDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | secondReplicatedRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | secondReplicatedRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 34 SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 01:04:16 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 16 Scenario seed: 7615657183330099130 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 26.47% Blocker-prone seat share (topology component): 61.76% Aisle-assignment balance: 98.69% OUTCOME ------- Status: SUCCESS Completed ticks: 1120 Passengers seated: 306/306 Average waiting ticks: 522.28 Longest waiting passenger: P249->15B(LEFT) Longest waiting ticks: 1061 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 22 Regions dissolved: 2 Repeated reconstructions avoided: 22 Largest region lifetime: 13 Maximum simultaneous active regions: 2 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2760 Maximum occupied tiles: 11 Seat events: 155 Single-blocker events: 40 Multiple-blocker events: 17 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2552 Maximum occupied tiles: 11 Seat events: 151 Single-blocker events: 34 Multiple-blocker events: 19 Temporary aisle reoccupations: 74 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 131 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6164 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7555 Total stationary ticks: 164974 Seat-event requests: 326 Failed seat-event starts: 20 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 732 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 20 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 732 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 325\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 34 SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 01:04:16 Experiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 16 Scenario seed: 7615657183330099130 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 26.47% Blocker-prone seat share (topology component): 61.76% Aisle-assignment balance: 98.69% OUTCOME ------- Status: SUCCESS Completed ticks: 1120 Passengers seated: 306/306 Average waiting ticks: 522.28 Longest waiting passenger: P249->15B(LEFT) Longest waiting ticks: 1061 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 22 Regions dissolved: 2 Repeated reconstructions avoided: 22 Largest region lifetime: 13 Maximum simultaneous active regions: 2 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2760 Maximum occupied tiles: 11 Seat events: 155 Single-blocker events: 40 Multiple-blocker events: 17 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2552 Maximum occupied tiles: 11 Seat events: 151 Single-blocker events: 34 Multiple-blocker events: 19 Temporary aisle reoccupations: 74 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 131 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6164 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7555 Total stationary ticks: 164974 Seat-event requests: 326 Failed seat-event starts: 20 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 732 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 20 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 732 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 325\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 16 | standardDataset=306/306 (100.00%) | secondReplicatedRiskDispersionDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | secondReplicatedRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | secondReplicatedRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 34 SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 01:04:16 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 17 Scenario seed: -589593398444675577 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.76% Blocker-prone seat share (topology component): 60.46% Aisle-assignment balance: 98.69% OUTCOME ------- Status: SUCCESS Completed ticks: 1092 Passengers seated: 306/306 Average waiting ticks: 503.19 Longest waiting passenger: P130->12G(LEFT) Longest waiting ticks: 1030 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2855 Maximum occupied tiles: 14 Seat events: 155 Single-blocker events: 36 Multiple-blocker events: 15 Temporary aisle reoccupations: 70 RIGHT AISLE ----------- Total moves: 2452 Maximum occupied tiles: 12 Seat events: 151 Single-blocker events: 38 Multiple-blocker events: 15 Temporary aisle reoccupations: 69 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 138 Reservations granted: 138 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6426 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7736 Total stationary ticks: 159435 Seat-event requests: 323 Failed seat-event starts: 17 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 665 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 17 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 665 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 323\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 34 SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 01:04:16 Experiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 17 Scenario seed: -589593398444675577 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 28.76% Blocker-prone seat share (topology component): 60.46% Aisle-assignment balance: 98.69% OUTCOME ------- Status: SUCCESS Completed ticks: 1092 Passengers seated: 306/306 Average waiting ticks: 503.19 Longest waiting passenger: P130->12G(LEFT) Longest waiting ticks: 1030 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2855 Maximum occupied tiles: 14 Seat events: 155 Single-blocker events: 36 Multiple-blocker events: 15 Temporary aisle reoccupations: 70 RIGHT AISLE ----------- Total moves: 2452 Maximum occupied tiles: 12 Seat events: 151 Single-blocker events: 38 Multiple-blocker events: 15 Temporary aisle reoccupations: 69 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 138 Reservations granted: 138 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6426 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7736 Total stationary ticks: 159435 Seat-event requests: 323 Failed seat-event starts: 17 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 665 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 17 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 665 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 323\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 17 | standardDataset=306/306 (100.00%) | secondReplicatedRiskDispersionDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | secondReplicatedRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | secondReplicatedRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 34 SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 01:04:16 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 18 Scenario seed: 9189613142654246273 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 288 Occupancy: 80% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.08% Blocker-prone seat share (topology component): 59.72% Aisle-assignment balance: 92.36% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2607 Passengers seated: 264/288 Average waiting ticks: 486.74 Longest waiting passenger: P20->29E(RIGHT) Longest waiting ticks: 2565 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 27 Cluster candidates evaluated: 26 Executable cluster candidates: 1 Rejected cluster candidates: 25 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 24 Selected release potential total: 2 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 2122 Regions dissolved: 1 Repeated reconstructions avoided: 2122 Largest region lifetime: 2110 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2110:occupied=24 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1867 State changes reopening evaluation: 26 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2733 Maximum occupied tiles: 12 Seat events: 155 Single-blocker events: 44 Multiple-blocker events: 11 Temporary aisle reoccupations: 67 RIGHT AISLE ----------- Total moves: 2201 Maximum occupied tiles: 29 Seat events: 109 Single-blocker events: 34 Multiple-blocker events: 6 Temporary aisle reoccupations: 46 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 2019 Reservations granted: 2019 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 22 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 42103 Longest unresolved passenger ID: 97 Longest unresolved row: 36 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 19 Longest dependency chain: P134(15J/RIGHT) -> P139(27G/RIGHT) -> P119(29H/RIGHT) -> P195(16I/RIGHT) -> P244(16D/RIGHT) -> P116(25J/RIGHT) -> P91(25I/RIGHT) -> P49(24G/RIGHT) -> P120(21H/RIGHT) -> P53(33F/RIGHT) -> P275(29I/RIGHT) -> P72(25E/RIGHT) -> P92(27I/RIGHT) -> P83(31J/RIGHT) -> P40(33H/RIGHT) -> P255(29D/RIGHT) -> P284(30H/RIGHT) -> P82(32I/RIGHT) -> P20(29E/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 134 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 22 Total blocked ticks: 52556 Total stationary ticks: 186649 Seat-event requests: 2182 Failed seat-event starts: 1918 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 20 Critical blocker identity: P20->29E(RIGHT) Direct fan-out: 1 Total indirect descendants: 18 Critical tree size including blocker: 19 Critical tree depth: 19 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 24 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 5 Critical blocker tree: P20(29E/RIGHT/WAITING_FOR_SEAT_EVENT) P82(32I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P284(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P255(29D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P40(33H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P83(31J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P92(27I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P72(25E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P275(29I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P53(33F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P120(21H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P49(24G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P91(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P116(25J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P244(16D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P195(16I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P119(29H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P139(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P134(15J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1859 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: 145 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1859 Rear-boundary failures: 59 Middle-bank reservation failures: 0 Active-event deferrals: 861 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 5 Yield-occupant trace: yieldOccupant[145]: P145(33I/RIGHT/MOVING_IN_AISLE@tile31) -> P283(33J/RIGHT/MOVING_IN_AISLE@tile32) -> P202(35I/RIGHT/MOVING_IN_AISLE@tile33) -> P97(36J/RIGHT/MOVING_IN_AISLE@tile34) -> P99(35D/RIGHT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P99->35D(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P145{seat=33I,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=31,directBlocker=283,lastMoveTick=592,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: 145 Final row-event chain: 20|145|283|202|97|99 Final row-event chain length: 6 Distinct row events in chain: 6 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2181\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 1861\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 34 SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 01:04:16 Experiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 18 Scenario seed: 9189613142654246273 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 288 Occupancy: 80% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.08% Blocker-prone seat share (topology component): 59.72% Aisle-assignment balance: 92.36% OUTCOME ------- Status: SUCCESS Completed ticks: 1105 Passengers seated: 288/288 Average waiting ticks: 480.43 Longest waiting passenger: P61->22G(LEFT) Longest waiting ticks: 1058 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 3 Selected release potential total: 4 Last cluster decision: RIGHT:tiles8-10:occupied=3:anchor=P27:selected=P155:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 21 Regions dissolved: 2 Repeated reconstructions avoided: 21 Largest region lifetime: 14 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=9 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2733 Maximum occupied tiles: 12 Seat events: 155 Single-blocker events: 43 Multiple-blocker events: 12 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 2324 Maximum occupied tiles: 12 Seat events: 133 Single-blocker events: 40 Multiple-blocker events: 13 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 126 Reservations granted: 126 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6204 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7545 Total stationary ticks: 143677 Seat-event requests: 305 Failed seat-event starts: 17 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 669 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 17 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 669 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 18 | standardDataset=264/288 (91.67%) | secondReplicatedRiskDispersionDataset=288/288 (100.00%) | seatedDelta=+24 | completionDelta=+8.33% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=true | secondReplicatedRiskDispersionWorse=false | standardFamily=MOVING_PASSENGER_YIELD_CHAIN | secondReplicatedRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 34 SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 01:04:16 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 19 Scenario seed: -37205220229494259 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.07% Blocker-prone seat share (topology component): 60.23% Aisle-assignment balance: 96.49% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2708 Passengers seated: 335/342 Average waiting ticks: 565.21 Longest waiting passenger: P76->35F(LEFT) Longest waiting ticks: 2668 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 5 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 7 Selected release potential total: 0 Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1653 Regions dissolved: 1 Repeated reconstructions avoided: 1653 Largest region lifetime: 1632 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1632:occupied=7 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1538 State changes reopening evaluation: 4 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2958 Maximum occupied tiles: 16 Seat events: 170 Single-blocker events: 36 Multiple-blocker events: 20 Temporary aisle reoccupations: 79 RIGHT AISLE ----------- Total moves: 2954 Maximum occupied tiles: 14 Seat events: 165 Single-blocker events: 38 Multiple-blocker events: 22 Temporary aisle reoccupations: 84 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1697 Reservations granted: 1695 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 6 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 10232 Longest unresolved passenger ID: 106 Longest unresolved row: 35 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 7 Longest dependency chain: P207(34C/LEFT) -> P200(36E/LEFT) -> P162(32B/LEFT) -> P18(33D/LEFT) -> P161(34B/LEFT) -> P106(35A/LEFT) -> P76(35F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 207 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 6 Total blocked ticks: 20384 Total stationary ticks: 209293 Seat-event requests: 1907 Failed seat-event starts: 1572 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 76 Critical blocker identity: P76->35F(LEFT) Direct fan-out: 1 Total indirect descendants: 6 Critical tree size including blocker: 7 Critical tree depth: 7 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 7 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P76(35F/LEFT/WAITING_FOR_SEAT_EVENT) P106(35A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P161(34B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P18(33D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P162(32B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P200(36E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P207(34C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1555 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 36|37 Critical blocker unavailable yield tiles: 37 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 17 Rear-boundary failures: 1555 Middle-bank reservation failures: 2 Active-event deferrals: 979 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 36|37 Current unavailable yield tiles: 37 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1909\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 34 SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 01:04:16 Experiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 19 Scenario seed: -37205220229494259 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 28.07% Blocker-prone seat share (topology component): 60.23% Aisle-assignment balance: 96.49% OUTCOME ------- Status: SUCCESS Completed ticks: 1243 Passengers seated: 342/342 Average waiting ticks: 561.56 Longest waiting passenger: P82->20G(LEFT) Longest waiting ticks: 1191 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 2 Cluster candidates evaluated: 7 Executable cluster candidates: 1 Rejected cluster candidates: 6 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 6 Selected release potential total: 5 Last cluster decision: LEFT:tiles24-28:occupied=4:anchor=P75:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 63 Regions dissolved: 2 Repeated reconstructions avoided: 63 Largest region lifetime: 42 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=42 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2973 Maximum occupied tiles: 15 Seat events: 177 Single-blocker events: 38 Multiple-blocker events: 22 Temporary aisle reoccupations: 85 RIGHT AISLE ----------- Total moves: 2954 Maximum occupied tiles: 14 Seat events: 165 Single-blocker events: 38 Multiple-blocker events: 22 Temporary aisle reoccupations: 84 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 148 Reservations granted: 146 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7515 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9579 Total stationary ticks: 198688 Seat-event requests: 364 Failed seat-event starts: 22 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 1017 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 22 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 1017 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 365\nPrecedence substitutions made: 4\nDependency chains followed: 9\nBlocked by waiting-row occupant: 12\nSubstituted events started: 5\nOccupied-space rejections: 61\nMaximum scheduling-chain depth: 3\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 19 | standardDataset=335/342 (97.95%) | secondReplicatedRiskDispersionDataset=342/342 (100.00%) | seatedDelta=+7 | completionDelta=+2.05% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=true | secondReplicatedRiskDispersionWorse=false | standardFamily=REAR_BOUNDARY_LOCK | secondReplicatedRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 34 SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 01:04:16 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 20 Scenario seed: -955376728611839717 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.75% Blocker-prone seat share (topology component): 66.06% Aisle-assignment balance: 91.24% OUTCOME ------- Status: SUCCESS Completed ticks: 1040 Passengers seated: 274/274 Average waiting ticks: 451.03 Longest waiting passenger: P132->12A(LEFT) Longest waiting ticks: 994 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: RIGHT:tiles17-19:occupied=3:anchor=P120:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 66 Regions dissolved: 2 Repeated reconstructions avoided: 66 Largest region lifetime: 57 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=11 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2300 Maximum occupied tiles: 14 Seat events: 149 Single-blocker events: 40 Multiple-blocker events: 14 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 1973 Maximum occupied tiles: 13 Seat events: 125 Single-blocker events: 41 Multiple-blocker events: 13 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 93 Reservations granted: 90 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5614 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7412 Total stationary ticks: 128629 Seat-event requests: 292 Failed seat-event starts: 18 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 823 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 18 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 823 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 293\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 7\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 34 SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 01:04:16 Experiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 20 Scenario seed: -955376728611839717 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.75% Blocker-prone seat share (topology component): 66.06% Aisle-assignment balance: 91.24% OUTCOME ------- Status: SUCCESS Completed ticks: 1040 Passengers seated: 274/274 Average waiting ticks: 451.01 Longest waiting passenger: P132->12A(LEFT) Longest waiting ticks: 994 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: RIGHT:tiles17-19:occupied=3:anchor=P120:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 66 Regions dissolved: 2 Repeated reconstructions avoided: 66 Largest region lifetime: 57 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=11 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2300 Maximum occupied tiles: 14 Seat events: 149 Single-blocker events: 40 Multiple-blocker events: 14 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 1973 Maximum occupied tiles: 13 Seat events: 125 Single-blocker events: 41 Multiple-blocker events: 13 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 93 Reservations granted: 90 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5629 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7420 Total stationary ticks: 128632 Seat-event requests: 292 Failed seat-event starts: 18 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 823 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 18 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 823 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 293\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 7\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 20 | standardDataset=274/274 (100.00%) | secondReplicatedRiskDispersionDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=2 | clusterStarts=3 | convertedToSuccess=false | secondReplicatedRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | secondReplicatedRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 34 SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 01:04:16 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 21 Scenario seed: -6035631021244819435 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 245 Occupancy: 85% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.02% Blocker-prone seat share (topology component): 66.94% Aisle-assignment balance: 99.59% OUTCOME ------- Status: SUCCESS Completed ticks: 866 Passengers seated: 245/245 Average waiting ticks: 396.93 Longest waiting passenger: P204->12E(LEFT) Longest waiting ticks: 815 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1863 Maximum occupied tiles: 12 Seat events: 123 Single-blocker events: 31 Multiple-blocker events: 13 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1926 Maximum occupied tiles: 11 Seat events: 122 Single-blocker events: 26 Multiple-blocker events: 9 Temporary aisle reoccupations: 44 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 80 Reservations granted: 79 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4777 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5881 Total stationary ticks: 101293 Seat-event requests: 252 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 557 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 557 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 253\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 34 SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 01:04:16 Experiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 21 Scenario seed: -6035631021244819435 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 245 Occupancy: 85% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.02% Blocker-prone seat share (topology component): 66.94% Aisle-assignment balance: 99.59% OUTCOME ------- Status: SUCCESS Completed ticks: 866 Passengers seated: 245/245 Average waiting ticks: 396.93 Longest waiting passenger: P204->12E(LEFT) Longest waiting ticks: 815 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1863 Maximum occupied tiles: 12 Seat events: 123 Single-blocker events: 31 Multiple-blocker events: 13 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1926 Maximum occupied tiles: 11 Seat events: 122 Single-blocker events: 26 Multiple-blocker events: 9 Temporary aisle reoccupations: 44 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 80 Reservations granted: 79 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4777 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5881 Total stationary ticks: 101293 Seat-event requests: 252 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 557 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 557 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 253\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 21 | standardDataset=245/245 (100.00%) | secondReplicatedRiskDispersionDataset=245/245 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | secondReplicatedRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | secondReplicatedRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 34 SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 01:04:17 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 22 Scenario seed: -3213233570023646740 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.47% Blocker-prone seat share (topology component): 59.88% Aisle-assignment balance: 96.91% OUTCOME ------- Status: SUCCESS Completed ticks: 1188 Passengers seated: 324/324 Average waiting ticks: 537.88 Longest waiting passenger: P21->10F(RIGHT) Longest waiting ticks: 1122 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 26 Regions dissolved: 2 Repeated reconstructions avoided: 26 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2697 Maximum occupied tiles: 12 Seat events: 157 Single-blocker events: 51 Multiple-blocker events: 16 Temporary aisle reoccupations: 84 RIGHT AISLE ----------- Total moves: 2911 Maximum occupied tiles: 13 Seat events: 167 Single-blocker events: 44 Multiple-blocker events: 19 Temporary aisle reoccupations: 88 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 141 Reservations granted: 141 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6673 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8320 Total stationary ticks: 180004 Seat-event requests: 337 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 803 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 803 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 336\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 34 SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 01:04:17 Experiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 22 Scenario seed: -3213233570023646740 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.47% Blocker-prone seat share (topology component): 59.88% Aisle-assignment balance: 96.91% OUTCOME ------- Status: SUCCESS Completed ticks: 1188 Passengers seated: 324/324 Average waiting ticks: 537.88 Longest waiting passenger: P21->10F(RIGHT) Longest waiting ticks: 1122 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 26 Regions dissolved: 2 Repeated reconstructions avoided: 26 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2697 Maximum occupied tiles: 12 Seat events: 157 Single-blocker events: 51 Multiple-blocker events: 16 Temporary aisle reoccupations: 84 RIGHT AISLE ----------- Total moves: 2911 Maximum occupied tiles: 13 Seat events: 167 Single-blocker events: 44 Multiple-blocker events: 19 Temporary aisle reoccupations: 88 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 141 Reservations granted: 141 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6673 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8320 Total stationary ticks: 180004 Seat-event requests: 337 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 803 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 803 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 336\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 22 | standardDataset=324/324 (100.00%) | secondReplicatedRiskDispersionDataset=324/324 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | secondReplicatedRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | secondReplicatedRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 34 SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 01:04:17 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 23 Scenario seed: -2743758625516220443 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.40% Blocker-prone seat share (topology component): 59.26% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 1157 Passengers seated: 324/324 Average waiting ticks: 536.26 Longest waiting passenger: P24->19B(LEFT) Longest waiting ticks: 1089 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 44 Regions dissolved: 3 Repeated reconstructions avoided: 44 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2827 Maximum occupied tiles: 14 Seat events: 162 Single-blocker events: 45 Multiple-blocker events: 24 Temporary aisle reoccupations: 97 RIGHT AISLE ----------- Total moves: 2812 Maximum occupied tiles: 13 Seat events: 162 Single-blocker events: 45 Multiple-blocker events: 20 Temporary aisle reoccupations: 89 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 135 Reservations granted: 135 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7014 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8489 Total stationary ticks: 179693 Seat-event requests: 351 Failed seat-event starts: 27 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 722 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 27 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 722 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 350\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 6\nOccupied-space rejections: 33\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 34 SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 01:04:17 Experiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 23 Scenario seed: -2743758625516220443 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 28.40% Blocker-prone seat share (topology component): 59.26% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 1159 Passengers seated: 324/324 Average waiting ticks: 535.65 Longest waiting passenger: P24->19B(LEFT) Longest waiting ticks: 1088 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 44 Regions dissolved: 3 Repeated reconstructions avoided: 44 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2827 Maximum occupied tiles: 14 Seat events: 162 Single-blocker events: 45 Multiple-blocker events: 24 Temporary aisle reoccupations: 98 RIGHT AISLE ----------- Total moves: 2812 Maximum occupied tiles: 13 Seat events: 162 Single-blocker events: 45 Multiple-blocker events: 20 Temporary aisle reoccupations: 88 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 136 Reservations granted: 135 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7043 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8489 Total stationary ticks: 179516 Seat-event requests: 351 Failed seat-event starts: 27 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 706 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 27 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 706 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 351\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 6\nOccupied-space rejections: 33\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 23 | standardDataset=324/324 (100.00%) | secondReplicatedRiskDispersionDataset=324/324 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | secondReplicatedRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | secondReplicatedRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 34 SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 01:04:17 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 24 Scenario seed: 3130129287815217888 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.05% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 97.45% OUTCOME ------- Status: SUCCESS Completed ticks: 1289 Passengers seated: 353/353 Average waiting ticks: 583.67 Longest waiting passenger: P108->36B(LEFT) Longest waiting ticks: 1201 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 48 Regions dissolved: 3 Repeated reconstructions avoided: 48 Largest region lifetime: 25 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 0 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3174 Maximum occupied tiles: 13 Seat events: 181 Single-blocker events: 53 Multiple-blocker events: 21 Temporary aisle reoccupations: 100 RIGHT AISLE ----------- Total moves: 2988 Maximum occupied tiles: 13 Seat events: 172 Single-blocker events: 37 Multiple-blocker events: 34 Temporary aisle reoccupations: 110 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 157 Reservations granted: 157 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7510 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9163 Total stationary ticks: 212394 Seat-event requests: 374 Failed seat-event starts: 21 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 821 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 21 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 821 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 374\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 34 SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 01:04:17 Experiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 24 Scenario seed: 3130129287815217888 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 28.05% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 97.45% OUTCOME ------- Status: SUCCESS Completed ticks: 1289 Passengers seated: 353/353 Average waiting ticks: 583.70 Longest waiting passenger: P108->36B(LEFT) Longest waiting ticks: 1201 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 48 Regions dissolved: 3 Repeated reconstructions avoided: 48 Largest region lifetime: 25 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 0 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3174 Maximum occupied tiles: 13 Seat events: 181 Single-blocker events: 53 Multiple-blocker events: 21 Temporary aisle reoccupations: 100 RIGHT AISLE ----------- Total moves: 2988 Maximum occupied tiles: 13 Seat events: 172 Single-blocker events: 37 Multiple-blocker events: 34 Temporary aisle reoccupations: 110 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 157 Reservations granted: 157 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7500 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9121 Total stationary ticks: 212382 Seat-event requests: 374 Failed seat-event starts: 21 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 805 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 21 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 805 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 374\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 24 | standardDataset=353/353 (100.00%) | secondReplicatedRiskDispersionDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | secondReplicatedRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | secondReplicatedRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 34 SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 01:04:17 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 25 Scenario seed: -6740794082893594637 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 96.17% OUTCOME ------- Status: SUCCESS Completed ticks: 854 Passengers seated: 235/235 Average waiting ticks: 382.86 Longest waiting passenger: P51->4F(LEFT) Longest waiting ticks: 808 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1751 Maximum occupied tiles: 11 Seat events: 122 Single-blocker events: 28 Multiple-blocker events: 14 Temporary aisle reoccupations: 61 RIGHT AISLE ----------- Total moves: 1669 Maximum occupied tiles: 12 Seat events: 113 Single-blocker events: 28 Multiple-blocker events: 11 Temporary aisle reoccupations: 52 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 132 Reservations granted: 126 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4458 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5437 Total stationary ticks: 93682 Seat-event requests: 243 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 470 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 470 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 34 SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 01:04:17 Experiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 25 Scenario seed: -6740794082893594637 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 96.17% OUTCOME ------- Status: SUCCESS Completed ticks: 854 Passengers seated: 235/235 Average waiting ticks: 382.87 Longest waiting passenger: P51->4F(LEFT) Longest waiting ticks: 808 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1751 Maximum occupied tiles: 11 Seat events: 122 Single-blocker events: 28 Multiple-blocker events: 14 Temporary aisle reoccupations: 61 RIGHT AISLE ----------- Total moves: 1669 Maximum occupied tiles: 12 Seat events: 113 Single-blocker events: 28 Multiple-blocker events: 11 Temporary aisle reoccupations: 52 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 132 Reservations granted: 126 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4463 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5437 Total stationary ticks: 93682 Seat-event requests: 243 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 472 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 472 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 25 | standardDataset=235/235 (100.00%) | secondReplicatedRiskDispersionDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | secondReplicatedRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | secondReplicatedRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 34 SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 01:04:17 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 26 Scenario seed: -882378937089344748 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.84% Blocker-prone seat share (topology component): 73.53% Aisle-assignment balance: 99.02% OUTCOME ------- Status: SUCCESS Completed ticks: 730 Passengers seated: 204/204 Average waiting ticks: 327.84 Longest waiting passenger: P45->18A(LEFT) Longest waiting ticks: 675 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1529 Maximum occupied tiles: 10 Seat events: 103 Single-blocker events: 27 Multiple-blocker events: 7 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1475 Maximum occupied tiles: 16 Seat events: 101 Single-blocker events: 25 Multiple-blocker events: 9 Temporary aisle reoccupations: 45 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 113 Reservations granted: 106 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3986 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4962 Total stationary ticks: 70318 Seat-event requests: 208 Failed seat-event starts: 4 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 449 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 4 Rear-boundary failures: 0 Middle-bank reservation failures: 7 Active-event deferrals: 449 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 216\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 4\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 34 SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 01:04:17 Experiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 26 Scenario seed: -882378937089344748 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 32.84% Blocker-prone seat share (topology component): 73.53% Aisle-assignment balance: 99.02% OUTCOME ------- Status: SUCCESS Completed ticks: 730 Passengers seated: 204/204 Average waiting ticks: 327.84 Longest waiting passenger: P45->18A(LEFT) Longest waiting ticks: 675 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1529 Maximum occupied tiles: 10 Seat events: 103 Single-blocker events: 27 Multiple-blocker events: 7 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1475 Maximum occupied tiles: 16 Seat events: 101 Single-blocker events: 25 Multiple-blocker events: 9 Temporary aisle reoccupations: 45 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 114 Reservations granted: 107 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3991 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4968 Total stationary ticks: 70319 Seat-event requests: 208 Failed seat-event starts: 4 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 452 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 4 Rear-boundary failures: 0 Middle-bank reservation failures: 7 Active-event deferrals: 452 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 216\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 4\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 26 | standardDataset=204/204 (100.00%) | secondReplicatedRiskDispersionDataset=204/204 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | secondReplicatedRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | secondReplicatedRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 34 SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 01:04:17 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 27 Scenario seed: 7766858796246213770 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 245 Occupancy: 85% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.47% Blocker-prone seat share (topology component): 68.57% Aisle-assignment balance: 99.59% OUTCOME ------- Status: SUCCESS Completed ticks: 868 Passengers seated: 245/245 Average waiting ticks: 395.66 Longest waiting passenger: P34->20A(LEFT) Longest waiting ticks: 806 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 24 Regions dissolved: 1 Repeated reconstructions avoided: 24 Largest region lifetime: 25 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=25 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1986 Maximum occupied tiles: 12 Seat events: 123 Single-blocker events: 34 Multiple-blocker events: 8 Temporary aisle reoccupations: 50 RIGHT AISLE ----------- Total moves: 1793 Maximum occupied tiles: 13 Seat events: 122 Single-blocker events: 34 Multiple-blocker events: 9 Temporary aisle reoccupations: 52 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 87 Reservations granted: 86 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4998 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6303 Total stationary ticks: 101346 Seat-event requests: 254 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 599 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 599 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 255\nPrecedence substitutions made: 2\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 2\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 34 SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 01:04:17 Experiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 27 Scenario seed: 7766858796246213770 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 245 Occupancy: 85% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.47% Blocker-prone seat share (topology component): 68.57% Aisle-assignment balance: 99.59% OUTCOME ------- Status: SUCCESS Completed ticks: 868 Passengers seated: 245/245 Average waiting ticks: 395.67 Longest waiting passenger: P34->20A(LEFT) Longest waiting ticks: 806 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 24 Regions dissolved: 1 Repeated reconstructions avoided: 24 Largest region lifetime: 25 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=25 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1986 Maximum occupied tiles: 12 Seat events: 123 Single-blocker events: 34 Multiple-blocker events: 8 Temporary aisle reoccupations: 50 RIGHT AISLE ----------- Total moves: 1793 Maximum occupied tiles: 13 Seat events: 122 Single-blocker events: 34 Multiple-blocker events: 9 Temporary aisle reoccupations: 52 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 87 Reservations granted: 86 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4998 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6297 Total stationary ticks: 101345 Seat-event requests: 254 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 595 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 595 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 255\nPrecedence substitutions made: 2\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 2\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 27 | standardDataset=245/245 (100.00%) | secondReplicatedRiskDispersionDataset=245/245 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | secondReplicatedRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | secondReplicatedRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 34 SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 01:04:17 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 28 Scenario seed: 5931249600171122533 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 96.45% OUTCOME ------- Status: SUCCESS Completed ticks: 1054 Passengers seated: 282/282 Average waiting ticks: 475.55 Longest waiting passenger: P248->32G(RIGHT) Longest waiting ticks: 977 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2179 Maximum occupied tiles: 12 Seat events: 136 Single-blocker events: 38 Multiple-blocker events: 12 Temporary aisle reoccupations: 62 RIGHT AISLE ----------- Total moves: 2190 Maximum occupied tiles: 12 Seat events: 146 Single-blocker events: 47 Multiple-blocker events: 15 Temporary aisle reoccupations: 77 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 99 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5105 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6264 Total stationary ticks: 138229 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 627 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 627 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 293\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 34 SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 01:04:17 Experiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 28 Scenario seed: 5931249600171122533 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 96.45% OUTCOME ------- Status: SUCCESS Completed ticks: 1054 Passengers seated: 282/282 Average waiting ticks: 475.55 Longest waiting passenger: P248->32G(RIGHT) Longest waiting ticks: 977 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2179 Maximum occupied tiles: 12 Seat events: 136 Single-blocker events: 38 Multiple-blocker events: 12 Temporary aisle reoccupations: 62 RIGHT AISLE ----------- Total moves: 2190 Maximum occupied tiles: 12 Seat events: 146 Single-blocker events: 47 Multiple-blocker events: 15 Temporary aisle reoccupations: 77 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 99 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5105 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6264 Total stationary ticks: 138229 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 627 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 627 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 293\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 28 | standardDataset=282/282 (100.00%) | secondReplicatedRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | secondReplicatedRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | secondReplicatedRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 34 SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 01:04:17 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 29 Scenario seed: -4209372168559577011 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.47% Blocker-prone seat share (topology component): 59.26% Aisle-assignment balance: 96.91% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2610 Passengers seated: 281/324 Average waiting ticks: 621.69 Longest waiting passenger: P1->1B(LEFT) Longest waiting ticks: 2610 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 20 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 24 Selected release potential total: 3 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 1802 Regions dissolved: 3 Repeated reconstructions avoided: 1802 Largest region lifetime: 1772 Maximum simultaneous active regions: 3 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1772:occupied=24 Confirmation deferral ticks: 6 Regions reaching confirmation: 2 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1712 State changes reopening evaluation: 19 Region priority competitions: 4 Regions ranked: 8 Hierarchical selections: 4 Lower-priority evaluations deferred: 2 Highest selected priority score: 26510 Left/right priority wins: 4/0 Priority ties: 0 Last priority decision: LEFT:R1:score=26510 | RIGHT:R4:score=2216 | selected=LEFT LEFT AISLE ---------- Total moves: 2367 Maximum occupied tiles: 27 Seat events: 124 Single-blocker events: 27 Multiple-blocker events: 12 Temporary aisle reoccupations: 53 RIGHT AISLE ----------- Total moves: 2686 Maximum occupied tiles: 13 Seat events: 157 Single-blocker events: 38 Multiple-blocker events: 20 Temporary aisle reoccupations: 80 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1863 Reservations granted: 1859 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 16 Remaining moving in aisle: 24 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 42142 Longest unresolved passenger ID: 1 Longest unresolved row: 1 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 24 Longest dependency chain: P125(33F/LEFT) -> P188(12D/LEFT) -> P105(31B/LEFT) -> P98(18B/LEFT) -> P23(26A/LEFT) -> P76(35F/LEFT) -> P194(30C/LEFT) -> P272(22D/LEFT) -> P180(35D/LEFT) -> P185(32F/LEFT) -> P163(15B/LEFT) -> P219(34G/LEFT) -> P238(15C/LEFT) -> P46(20A/LEFT) -> P55(33E/LEFT) -> P295(22C/LEFT) -> P141(26C/LEFT) -> P136(32D/LEFT) -> P322(32A/LEFT) -> P118(28C/LEFT) -> P302(26B/LEFT) -> P129(32C/LEFT) -> P195(33B/LEFT) -> P228(24G/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 125 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 24 Total blocked ticks: 54604 Total stationary ticks: 248328 Seat-event requests: 2041 Failed seat-event starts: 1760 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 228 Critical blocker identity: P228->24G(LEFT) Direct fan-out: 1 Total indirect descendants: 23 Critical tree size including blocker: 24 Critical tree depth: 24 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 27 Unresolved outside passengers: 16 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P228(24G/LEFT/WAITING_FOR_SEAT_EVENT) P195(33B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P129(32C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P302(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P118(28C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P322(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P136(32D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P141(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P295(22C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P55(33E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P46(20A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P238(15C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P219(34G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P163(15B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P185(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P180(35D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P272(22D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P194(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P76(35F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P23(26A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P98(18B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P105(31B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P188(12D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P125(33F/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1760 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 25|26|27 Critical blocker unavailable yield tiles: 27 Critical blocker yield-tile occupants: 248 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1760 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 872 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[248]: P248(29D/LEFT/MOVING_IN_AISLE@tile27) -> P317(28D/LEFT/WAITING_AT_ROW@tile28) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P317->28D(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P248{seat=29D,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=27,directBlocker=317,lastMoveTick=819,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 25|26|27 Current unavailable yield tiles: 27 Current yield-tile occupants: 248 Final row-event chain: 228|248|317 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2044\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1763\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 34 SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 01:04:17 Experiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 29 Scenario seed: -4209372168559577011 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.47% Blocker-prone seat share (topology component): 59.26% Aisle-assignment balance: 96.91% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2610 Passengers seated: 281/324 Average waiting ticks: 621.61 Longest waiting passenger: P1->1B(LEFT) Longest waiting ticks: 2610 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 20 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 24 Selected release potential total: 3 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 1802 Regions dissolved: 3 Repeated reconstructions avoided: 1802 Largest region lifetime: 1772 Maximum simultaneous active regions: 3 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1772:occupied=24 Confirmation deferral ticks: 6 Regions reaching confirmation: 2 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1712 State changes reopening evaluation: 19 Region priority competitions: 4 Regions ranked: 8 Hierarchical selections: 4 Lower-priority evaluations deferred: 2 Highest selected priority score: 26510 Left/right priority wins: 4/0 Priority ties: 0 Last priority decision: LEFT:R1:score=26510 | RIGHT:R4:score=2216 | selected=LEFT LEFT AISLE ---------- Total moves: 2367 Maximum occupied tiles: 27 Seat events: 124 Single-blocker events: 27 Multiple-blocker events: 12 Temporary aisle reoccupations: 53 RIGHT AISLE ----------- Total moves: 2686 Maximum occupied tiles: 13 Seat events: 157 Single-blocker events: 38 Multiple-blocker events: 20 Temporary aisle reoccupations: 80 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1863 Reservations granted: 1859 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 16 Remaining moving in aisle: 24 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 42133 Longest unresolved passenger ID: 1 Longest unresolved row: 1 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 24 Longest dependency chain: P125(33F/LEFT) -> P188(12D/LEFT) -> P105(31B/LEFT) -> P98(18B/LEFT) -> P23(26A/LEFT) -> P76(35F/LEFT) -> P194(30C/LEFT) -> P272(22D/LEFT) -> P180(35D/LEFT) -> P185(32F/LEFT) -> P163(15B/LEFT) -> P219(34G/LEFT) -> P238(15C/LEFT) -> P46(20A/LEFT) -> P55(33E/LEFT) -> P295(22C/LEFT) -> P141(26C/LEFT) -> P136(32D/LEFT) -> P322(32A/LEFT) -> P118(28C/LEFT) -> P302(26B/LEFT) -> P129(32C/LEFT) -> P195(33B/LEFT) -> P228(24G/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 125 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 24 Total blocked ticks: 54629 Total stationary ticks: 248333 Seat-event requests: 2041 Failed seat-event starts: 1760 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 228 Critical blocker identity: P228->24G(LEFT) Direct fan-out: 1 Total indirect descendants: 23 Critical tree size including blocker: 24 Critical tree depth: 24 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 27 Unresolved outside passengers: 16 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P228(24G/LEFT/WAITING_FOR_SEAT_EVENT) P195(33B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P129(32C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P302(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P118(28C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P322(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P136(32D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P141(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P295(22C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P55(33E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P46(20A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P238(15C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P219(34G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P163(15B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P185(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P180(35D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P272(22D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P194(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P76(35F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P23(26A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P98(18B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P105(31B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P188(12D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P125(33F/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1760 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 25|26|27 Critical blocker unavailable yield tiles: 27 Critical blocker yield-tile occupants: 248 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1760 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 868 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[248]: P248(29D/LEFT/MOVING_IN_AISLE@tile27) -> P317(28D/LEFT/WAITING_AT_ROW@tile28) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P317->28D(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P248{seat=29D,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=27,directBlocker=317,lastMoveTick=819,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 25|26|27 Current unavailable yield tiles: 27 Current yield-tile occupants: 248 Final row-event chain: 228|248|317 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2044\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1763\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 29 | standardDataset=281/324 (86.73%) | secondReplicatedRiskDispersionDataset=281/324 (86.73%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=4 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | secondReplicatedRiskDispersionWorse=false | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | secondReplicatedRiskDispersionFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 34 SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 01:04:17 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 30 Scenario seed: 5249212615519802112 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.25% Blocker-prone seat share (topology component): 73.44% Aisle-assignment balance: 95.83% OUTCOME ------- Status: SUCCESS Completed ticks: 709 Passengers seated: 192/192 Average waiting ticks: 307.93 Longest waiting passenger: P48->22G(RIGHT) Longest waiting ticks: 650 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1296 Maximum occupied tiles: 10 Seat events: 92 Single-blocker events: 21 Multiple-blocker events: 4 Temporary aisle reoccupations: 31 RIGHT AISLE ----------- Total moves: 1429 Maximum occupied tiles: 10 Seat events: 100 Single-blocker events: 18 Multiple-blocker events: 12 Temporary aisle reoccupations: 44 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 103 Reservations granted: 103 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3560 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4372 Total stationary ticks: 62112 Seat-event requests: 197 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 405 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 405 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 197\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 34 SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION ============================================================ Date/Time: 2026-07-17 01:04:17 Experiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 30 Scenario seed: 5249212615519802112 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.25% Blocker-prone seat share (topology component): 73.44% Aisle-assignment balance: 95.83% OUTCOME ------- Status: SUCCESS Completed ticks: 709 Passengers seated: 192/192 Average waiting ticks: 307.93 Longest waiting passenger: P48->22G(RIGHT) Longest waiting ticks: 650 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1296 Maximum occupied tiles: 10 Seat events: 92 Single-blocker events: 21 Multiple-blocker events: 4 Temporary aisle reoccupations: 31 RIGHT AISLE ----------- Total moves: 1429 Maximum occupied tiles: 10 Seat events: 100 Single-blocker events: 18 Multiple-blocker events: 12 Temporary aisle reoccupations: 44 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 103 Reservations granted: 103 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3560 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4372 Total stationary ticks: 62112 Seat-event requests: 197 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 405 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 405 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 197\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 30 | standardDataset=192/192 (100.00%) | secondReplicatedRiskDispersionDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | secondReplicatedRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | secondReplicatedRiskDispersionFamily=COMPLETE_CABIN ************************************************************ BATCH EXPERIMENT SUMMARY RESEARCH EXPERIMENT 34 SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION ************************************************************ Experiment seed: 2783790101901 Scenarios executed: 60 Successful completions: 53 Incomplete/MAX_TICKS: 7 Average completed ticks: 1188.92 Average waiting ticks: 462.09 ************************************************************ ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 35 LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST ============================================================ Date/Time: 2026-07-17 01:14:51 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 1 Scenario seed: 1522538501425421570 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.19% Blocker-prone seat share (topology component): 60.53% Aisle-assignment balance: 100.00% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2716 Passengers seated: 340/342 Average waiting ticks: 570.95 Longest waiting passenger: P257->35A(LEFT) Longest waiting ticks: 2655 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2987 Maximum occupied tiles: 14 Seat events: 169 Single-blocker events: 39 Multiple-blocker events: 19 Temporary aisle reoccupations: 79 RIGHT AISLE ----------- Total moves: 2972 Maximum occupied tiles: 14 Seat events: 171 Single-blocker events: 44 Multiple-blocker events: 22 Temporary aisle reoccupations: 92 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 145 Reservations granted: 138 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 2 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7675 Longest unresolved passenger ID: 238 Longest unresolved row: 35 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P238(35G/LEFT) -> P257(35A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 238 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 12544 Total stationary ticks: 203516 Seat-event requests: 1885 Failed seat-event starts: 1545 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 257 Critical blocker identity: P257->35A(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P257(35A/LEFT/WAITING_FOR_SEAT_EVENT) P238(35G/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1534 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 36|37 Critical blocker unavailable yield tiles: 37 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 11 Rear-boundary failures: 1534 Middle-bank reservation failures: 7 Active-event deferrals: 879 Simultaneous arbitration losses: 2 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 36|37 Current unavailable yield tiles: 37 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1894\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 6\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 35 LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST ============================================================ Date/Time: 2026-07-17 01:14:51 Experiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 1 Scenario seed: 1522538501425421570 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: LAST_ROW_ONLY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.19% Blocker-prone seat share (topology component): 60.53% Aisle-assignment balance: 100.00% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2716 Passengers seated: 340/342 Average waiting ticks: 570.95 Longest waiting passenger: P257->35A(LEFT) Longest waiting ticks: 2655 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2987 Maximum occupied tiles: 14 Seat events: 169 Single-blocker events: 39 Multiple-blocker events: 19 Temporary aisle reoccupations: 79 RIGHT AISLE ----------- Total moves: 2972 Maximum occupied tiles: 14 Seat events: 171 Single-blocker events: 44 Multiple-blocker events: 22 Temporary aisle reoccupations: 92 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 145 Reservations granted: 138 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 2 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7675 Longest unresolved passenger ID: 238 Longest unresolved row: 35 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P238(35G/LEFT) -> P257(35A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 238 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 12544 Total stationary ticks: 203516 Seat-event requests: 1885 Failed seat-event starts: 1545 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 257 Critical blocker identity: P257->35A(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P257(35A/LEFT/WAITING_FOR_SEAT_EVENT) P238(35G/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1534 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 36|37 Critical blocker unavailable yield tiles: 37 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 11 Rear-boundary failures: 1534 Middle-bank reservation failures: 7 Active-event deferrals: 879 Simultaneous arbitration losses: 2 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 36|37 Current unavailable yield tiles: 37 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1894\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 6\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 01 | standardDataset=340/342 (99.42%) | lastRowOnlyRiskDispersionDataset=340/342 (99.42%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | lastRowOnlyRiskDispersionWorse=false | standardFamily=REAR_BOUNDARY_LOCK | lastRowOnlyRiskDispersionFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 35 LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST ============================================================ Date/Time: 2026-07-17 01:14:51 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 2 Scenario seed: 6774359765354740939 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 29.57% Blocker-prone seat share (topology component): 66.96% Aisle-assignment balance: 99.13% OUTCOME ------- Status: SUCCESS Completed ticks: 834 Passengers seated: 230/230 Average waiting ticks: 373.20 Longest waiting passenger: P119->32I(RIGHT) Longest waiting ticks: 770 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles19-21:occupied=3:anchor=P154:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 9 Regions dissolved: 1 Repeated reconstructions avoided: 9 Largest region lifetime: 10 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=10 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1824 Maximum occupied tiles: 11 Seat events: 114 Single-blocker events: 26 Multiple-blocker events: 8 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1907 Maximum occupied tiles: 16 Seat events: 116 Single-blocker events: 29 Multiple-blocker events: 7 Temporary aisle reoccupations: 43 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 85 Reservations granted: 83 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4846 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6113 Total stationary ticks: 90098 Seat-event requests: 241 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 645 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 1 Middle-bank reservation failures: 2 Active-event deferrals: 645 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 242\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 35 LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST ============================================================ Date/Time: 2026-07-17 01:14:51 Experiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 2 Scenario seed: 6774359765354740939 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: LAST_ROW_ONLY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 29.57% Blocker-prone seat share (topology component): 66.96% Aisle-assignment balance: 99.13% OUTCOME ------- Status: SUCCESS Completed ticks: 834 Passengers seated: 230/230 Average waiting ticks: 373.20 Longest waiting passenger: P119->32I(RIGHT) Longest waiting ticks: 770 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles19-21:occupied=3:anchor=P154:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 9 Regions dissolved: 1 Repeated reconstructions avoided: 9 Largest region lifetime: 10 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=10 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1824 Maximum occupied tiles: 11 Seat events: 114 Single-blocker events: 26 Multiple-blocker events: 8 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1907 Maximum occupied tiles: 16 Seat events: 116 Single-blocker events: 29 Multiple-blocker events: 7 Temporary aisle reoccupations: 43 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 85 Reservations granted: 83 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4846 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6113 Total stationary ticks: 90098 Seat-event requests: 241 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 645 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 1 Middle-bank reservation failures: 2 Active-event deferrals: 645 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 242\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 02 | standardDataset=230/230 (100.00%) | lastRowOnlyRiskDispersionDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | lastRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | lastRowOnlyRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 35 LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST ============================================================ Date/Time: 2026-07-17 01:14:51 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 3 Scenario seed: -2983169693602654470 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 96.45% OUTCOME ------- Status: SUCCESS Completed ticks: 1039 Passengers seated: 282/282 Average waiting ticks: 468.57 Longest waiting passenger: P91->7F(LEFT) Longest waiting ticks: 992 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2253 Maximum occupied tiles: 12 Seat events: 146 Single-blocker events: 40 Multiple-blocker events: 13 Temporary aisle reoccupations: 66 RIGHT AISLE ----------- Total moves: 2134 Maximum occupied tiles: 13 Seat events: 136 Single-blocker events: 43 Multiple-blocker events: 18 Temporary aisle reoccupations: 79 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 96 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5548 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6857 Total stationary ticks: 136804 Seat-event requests: 287 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 667 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 667 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 287\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 6\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 35 LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST ============================================================ Date/Time: 2026-07-17 01:14:51 Experiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 3 Scenario seed: -2983169693602654470 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: LAST_ROW_ONLY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 96.45% OUTCOME ------- Status: SUCCESS Completed ticks: 1039 Passengers seated: 282/282 Average waiting ticks: 468.57 Longest waiting passenger: P91->7F(LEFT) Longest waiting ticks: 992 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2253 Maximum occupied tiles: 12 Seat events: 146 Single-blocker events: 40 Multiple-blocker events: 13 Temporary aisle reoccupations: 66 RIGHT AISLE ----------- Total moves: 2134 Maximum occupied tiles: 13 Seat events: 136 Single-blocker events: 43 Multiple-blocker events: 18 Temporary aisle reoccupations: 79 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 96 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5548 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6857 Total stationary ticks: 136804 Seat-event requests: 287 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 667 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 667 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 287\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 6\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 03 | standardDataset=282/282 (100.00%) | lastRowOnlyRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | lastRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | lastRowOnlyRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 35 LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST ============================================================ Date/Time: 2026-07-17 01:14:51 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 4 Scenario seed: -6788409386054383278 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.05% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 96.32% OUTCOME ------- Status: SUCCESS Completed ticks: 1294 Passengers seated: 353/353 Average waiting ticks: 582.42 Longest waiting passenger: P234->29F(LEFT) Longest waiting ticks: 1243 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R3:age=2:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 28 Maximum simultaneous active regions: 2 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=9 Confirmation deferral ticks: 4 Regions reaching confirmation: 0 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3274 Maximum occupied tiles: 14 Seat events: 183 Single-blocker events: 59 Multiple-blocker events: 24 Temporary aisle reoccupations: 111 RIGHT AISLE ----------- Total moves: 2915 Maximum occupied tiles: 13 Seat events: 170 Single-blocker events: 47 Multiple-blocker events: 26 Temporary aisle reoccupations: 102 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 150 Reservations granted: 150 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7935 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9847 Total stationary ticks: 212498 Seat-event requests: 379 Failed seat-event starts: 26 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 931 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 26 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 931 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 379\nPrecedence substitutions made: 7\nDependency chains followed: 9\nBlocked by waiting-row occupant: 9\nSubstituted events started: 8\nOccupied-space rejections: 32\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 35 LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST ============================================================ Date/Time: 2026-07-17 01:14:51 Experiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 4 Scenario seed: -6788409386054383278 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: LAST_ROW_ONLY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 28.05% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 96.32% OUTCOME ------- Status: SUCCESS Completed ticks: 1294 Passengers seated: 353/353 Average waiting ticks: 582.42 Longest waiting passenger: P234->29F(LEFT) Longest waiting ticks: 1243 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R3:age=2:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 28 Maximum simultaneous active regions: 2 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=9 Confirmation deferral ticks: 4 Regions reaching confirmation: 0 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3274 Maximum occupied tiles: 14 Seat events: 183 Single-blocker events: 59 Multiple-blocker events: 24 Temporary aisle reoccupations: 111 RIGHT AISLE ----------- Total moves: 2915 Maximum occupied tiles: 13 Seat events: 170 Single-blocker events: 47 Multiple-blocker events: 26 Temporary aisle reoccupations: 102 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 150 Reservations granted: 150 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7935 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9847 Total stationary ticks: 212498 Seat-event requests: 379 Failed seat-event starts: 26 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 931 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 26 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 931 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 379\nPrecedence substitutions made: 7\nDependency chains followed: 9\nBlocked by waiting-row occupant: 9\nSubstituted events started: 8\nOccupied-space rejections: 32\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 04 | standardDataset=353/353 (100.00%) | lastRowOnlyRiskDispersionDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | lastRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | lastRowOnlyRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 35 LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST ============================================================ Date/Time: 2026-07-17 01:14:51 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 5 Scenario seed: -1539455759581144283 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.09% Blocker-prone seat share (topology component): 59.26% Aisle-assignment balance: 100.00% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2648 Passengers seated: 321/324 Average waiting ticks: 542.01 Longest waiting passenger: P76->29D(RIGHT) Longest waiting ticks: 2589 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 3 Selected release potential total: 4 Last cluster decision: LEFT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 48 Regions dissolved: 3 Repeated reconstructions avoided: 48 Largest region lifetime: 28 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=28 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2993 Maximum occupied tiles: 17 Seat events: 162 Single-blocker events: 44 Multiple-blocker events: 20 Temporary aisle reoccupations: 89 RIGHT AISLE ----------- Total moves: 2686 Maximum occupied tiles: 13 Seat events: 159 Single-blocker events: 46 Multiple-blocker events: 16 Temporary aisle reoccupations: 79 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1677 Reservations granted: 1677 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7409 Longest unresolved passenger ID: 120 Longest unresolved row: 34 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P120(34F/RIGHT) -> P155(33H/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 120 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 13802 Total stationary ticks: 183765 Seat-event requests: 1871 Failed seat-event starts: 1550 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 155 Critical blocker identity: P155->33H(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P155(33H/RIGHT/WAITING_FOR_SEAT_EVENT) P120(34F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1550 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1550 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 803 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_SPACE_AVAILABLE Final snapshot prerequisite: YIELD_SPACE_AVAILABLE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: YIELD_SPACE_AVAILABLE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1869\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 6\nOccupied-space rejections: 1553\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 35 LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST ============================================================ Date/Time: 2026-07-17 01:14:51 Experiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 5 Scenario seed: -1539455759581144283 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: LAST_ROW_ONLY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 28.09% Blocker-prone seat share (topology component): 59.26% Aisle-assignment balance: 100.00% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2648 Passengers seated: 321/324 Average waiting ticks: 542.01 Longest waiting passenger: P76->29D(RIGHT) Longest waiting ticks: 2589 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 3 Selected release potential total: 4 Last cluster decision: LEFT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 48 Regions dissolved: 3 Repeated reconstructions avoided: 48 Largest region lifetime: 28 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=28 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2993 Maximum occupied tiles: 17 Seat events: 162 Single-blocker events: 44 Multiple-blocker events: 20 Temporary aisle reoccupations: 89 RIGHT AISLE ----------- Total moves: 2686 Maximum occupied tiles: 13 Seat events: 159 Single-blocker events: 46 Multiple-blocker events: 16 Temporary aisle reoccupations: 79 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1677 Reservations granted: 1677 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7409 Longest unresolved passenger ID: 120 Longest unresolved row: 34 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P120(34F/RIGHT) -> P155(33H/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 120 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 13802 Total stationary ticks: 183765 Seat-event requests: 1871 Failed seat-event starts: 1550 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 155 Critical blocker identity: P155->33H(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P155(33H/RIGHT/WAITING_FOR_SEAT_EVENT) P120(34F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1550 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1550 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 803 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_SPACE_AVAILABLE Final snapshot prerequisite: YIELD_SPACE_AVAILABLE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: YIELD_SPACE_AVAILABLE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1869\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 6\nOccupied-space rejections: 1553\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 05 | standardDataset=321/324 (99.07%) | lastRowOnlyRiskDispersionDataset=321/324 (99.07%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=2 | clusterStarts=3 | convertedToSuccess=false | lastRowOnlyRiskDispersionWorse=false | standardFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL | lastRowOnlyRiskDispersionFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 35 LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST ============================================================ Date/Time: 2026-07-17 01:14:52 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 6 Scenario seed: 7742126381252513624 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.66% Blocker-prone seat share (topology component): 67.15% Aisle-assignment balance: 97.81% OUTCOME ------- Status: SUCCESS Completed ticks: 976 Passengers seated: 274/274 Average waiting ticks: 447.86 Longest waiting passenger: P149->11B(LEFT) Longest waiting ticks: 959 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 6 Selected release potential total: 5 Last cluster decision: LEFT:tiles16-20:occupied=5:anchor=P131:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 32 Regions dissolved: 1 Repeated reconstructions avoided: 32 Largest region lifetime: 33 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=33 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2259 Maximum occupied tiles: 14 Seat events: 140 Single-blocker events: 41 Multiple-blocker events: 13 Temporary aisle reoccupations: 67 RIGHT AISLE ----------- Total moves: 2028 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 42 Multiple-blocker events: 13 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 97 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5804 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7222 Total stationary ticks: 127794 Seat-event requests: 286 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 642 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 642 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 289\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 35 LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST ============================================================ Date/Time: 2026-07-17 01:14:52 Experiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 6 Scenario seed: 7742126381252513624 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: LAST_ROW_ONLY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.66% Blocker-prone seat share (topology component): 67.15% Aisle-assignment balance: 97.81% OUTCOME ------- Status: SUCCESS Completed ticks: 976 Passengers seated: 274/274 Average waiting ticks: 447.86 Longest waiting passenger: P149->11B(LEFT) Longest waiting ticks: 959 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 6 Selected release potential total: 5 Last cluster decision: LEFT:tiles16-20:occupied=5:anchor=P131:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 32 Regions dissolved: 1 Repeated reconstructions avoided: 32 Largest region lifetime: 33 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=33 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2259 Maximum occupied tiles: 14 Seat events: 140 Single-blocker events: 41 Multiple-blocker events: 13 Temporary aisle reoccupations: 67 RIGHT AISLE ----------- Total moves: 2028 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 42 Multiple-blocker events: 13 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 97 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5804 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7222 Total stationary ticks: 127794 Seat-event requests: 286 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 642 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 642 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 289\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 06 | standardDataset=274/274 (100.00%) | lastRowOnlyRiskDispersionDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=2 | convertedToSuccess=false | lastRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | lastRowOnlyRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 35 LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST ============================================================ Date/Time: 2026-07-17 01:14:52 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 7 Scenario seed: 7812629052322237302 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 245 Occupancy: 85% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 69.80% Aisle-assignment balance: 93.06% OUTCOME ------- Status: SUCCESS Completed ticks: 929 Passengers seated: 245/245 Average waiting ticks: 398.22 Longest waiting passenger: P129->29C(LEFT) Longest waiting ticks: 875 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 3 Selected release potential total: 4 Last cluster decision: LEFT:tiles13-15:occupied=3:anchor=P13:selected=P74:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 33 Regions dissolved: 2 Repeated reconstructions avoided: 33 Largest region lifetime: 21 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=21 Confirmation deferral ticks: 3 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1992 Maximum occupied tiles: 12 Seat events: 131 Single-blocker events: 39 Multiple-blocker events: 13 Temporary aisle reoccupations: 65 RIGHT AISLE ----------- Total moves: 1826 Maximum occupied tiles: 13 Seat events: 114 Single-blocker events: 37 Multiple-blocker events: 7 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 81 Reservations granted: 81 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4946 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6097 Total stationary ticks: 101759 Seat-event requests: 261 Failed seat-event starts: 16 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 578 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 16 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 578 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 259\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 9\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 35 LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST ============================================================ Date/Time: 2026-07-17 01:14:52 Experiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 7 Scenario seed: 7812629052322237302 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 245 Occupancy: 85% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: LAST_ROW_ONLY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 69.80% Aisle-assignment balance: 93.06% OUTCOME ------- Status: SUCCESS Completed ticks: 929 Passengers seated: 245/245 Average waiting ticks: 398.19 Longest waiting passenger: P129->29C(LEFT) Longest waiting ticks: 875 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 3 Selected release potential total: 4 Last cluster decision: LEFT:tiles13-15:occupied=3:anchor=P13:selected=P74:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 33 Regions dissolved: 2 Repeated reconstructions avoided: 33 Largest region lifetime: 21 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=21 Confirmation deferral ticks: 3 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1992 Maximum occupied tiles: 12 Seat events: 131 Single-blocker events: 39 Multiple-blocker events: 13 Temporary aisle reoccupations: 65 RIGHT AISLE ----------- Total moves: 1826 Maximum occupied tiles: 13 Seat events: 114 Single-blocker events: 37 Multiple-blocker events: 7 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 81 Reservations granted: 81 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4957 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6112 Total stationary ticks: 101764 Seat-event requests: 261 Failed seat-event starts: 16 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 579 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 16 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 579 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 259\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 9\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 07 | standardDataset=245/245 (100.00%) | lastRowOnlyRiskDispersionDataset=245/245 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | lastRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | lastRowOnlyRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 35 LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST ============================================================ Date/Time: 2026-07-17 01:14:52 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 8 Scenario seed: 8571474473319374705 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 1005 Passengers seated: 282/282 Average waiting ticks: 469.83 Longest waiting passenger: P97->18I(RIGHT) Longest waiting ticks: 959 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 3 Executable cluster candidates: 3 Rejected cluster candidates: 0 Cluster selections: 3 Cluster-selected events started: 4 Largest detected cluster: 4 Selected release potential total: 7 Last cluster decision: RIGHT:tiles16-19:occupied=3:anchor=P38:selected=P122:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 26 Regions dissolved: 3 Repeated reconstructions avoided: 26 Largest region lifetime: 11 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=9 Confirmation deferral ticks: 6 Regions reaching confirmation: 3 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2233 Maximum occupied tiles: 15 Seat events: 140 Single-blocker events: 37 Multiple-blocker events: 9 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 2168 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 39 Multiple-blocker events: 14 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 99 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5578 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7004 Total stationary ticks: 137204 Seat-event requests: 300 Failed seat-event starts: 18 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 768 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 18 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 768 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 8\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 35 LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST ============================================================ Date/Time: 2026-07-17 01:14:52 Experiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 8 Scenario seed: 8571474473319374705 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: LAST_ROW_ONLY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 1005 Passengers seated: 282/282 Average waiting ticks: 469.83 Longest waiting passenger: P97->18I(RIGHT) Longest waiting ticks: 959 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 3 Executable cluster candidates: 3 Rejected cluster candidates: 0 Cluster selections: 3 Cluster-selected events started: 4 Largest detected cluster: 4 Selected release potential total: 7 Last cluster decision: RIGHT:tiles16-19:occupied=3:anchor=P38:selected=P122:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 26 Regions dissolved: 3 Repeated reconstructions avoided: 26 Largest region lifetime: 11 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=9 Confirmation deferral ticks: 6 Regions reaching confirmation: 3 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2233 Maximum occupied tiles: 15 Seat events: 140 Single-blocker events: 37 Multiple-blocker events: 9 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 2168 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 39 Multiple-blocker events: 14 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 99 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5578 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7004 Total stationary ticks: 137204 Seat-event requests: 300 Failed seat-event starts: 18 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 768 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 18 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 768 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 8\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 08 | standardDataset=282/282 (100.00%) | lastRowOnlyRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=3 | clusterStarts=4 | convertedToSuccess=false | lastRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | lastRowOnlyRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 35 LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST ============================================================ Date/Time: 2026-07-17 01:14:52 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 9 Scenario seed: -5079532308886993201 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.05% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 96.32% OUTCOME ------- Status: SUCCESS Completed ticks: 1297 Passengers seated: 353/353 Average waiting ticks: 586.85 Longest waiting passenger: P11->7D(RIGHT) Longest waiting ticks: 1233 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 5 Last cluster decision: LEFT:tiles27-30:occupied=3:anchor=P73:selected=P121:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 46 Regions dissolved: 3 Repeated reconstructions avoided: 46 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=9 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3024 Maximum occupied tiles: 13 Seat events: 170 Single-blocker events: 62 Multiple-blocker events: 22 Temporary aisle reoccupations: 112 RIGHT AISLE ----------- Total moves: 3132 Maximum occupied tiles: 15 Seat events: 183 Single-blocker events: 51 Multiple-blocker events: 24 Temporary aisle reoccupations: 106 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 158 Reservations granted: 158 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7652 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9386 Total stationary ticks: 213688 Seat-event requests: 381 Failed seat-event starts: 28 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 838 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 28 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 838 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 379\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 7\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 35 LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST ============================================================ Date/Time: 2026-07-17 01:14:52 Experiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 9 Scenario seed: -5079532308886993201 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: LAST_ROW_ONLY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 28.05% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 96.32% OUTCOME ------- Status: SUCCESS Completed ticks: 1297 Passengers seated: 353/353 Average waiting ticks: 587.07 Longest waiting passenger: P11->7D(RIGHT) Longest waiting ticks: 1233 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 5 Last cluster decision: LEFT:tiles27-30:occupied=3:anchor=P73:selected=P121:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 51 Regions dissolved: 3 Repeated reconstructions avoided: 51 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=14 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3024 Maximum occupied tiles: 12 Seat events: 170 Single-blocker events: 62 Multiple-blocker events: 22 Temporary aisle reoccupations: 112 RIGHT AISLE ----------- Total moves: 3132 Maximum occupied tiles: 15 Seat events: 183 Single-blocker events: 51 Multiple-blocker events: 24 Temporary aisle reoccupations: 106 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 160 Reservations granted: 158 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7598 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9362 Total stationary ticks: 213707 Seat-event requests: 381 Failed seat-event starts: 28 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 858 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 28 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 858 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 381\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 7\nOccupied-space rejections: 33\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 09 | standardDataset=353/353 (100.00%) | lastRowOnlyRiskDispersionDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | lastRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | lastRowOnlyRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 35 LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST ============================================================ Date/Time: 2026-07-17 01:14:52 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 10 Scenario seed: -5958035683947804296 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 874 Passengers seated: 235/235 Average waiting ticks: 396.99 Longest waiting passenger: P145->27H(RIGHT) Longest waiting ticks: 820 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1708 Maximum occupied tiles: 11 Seat events: 115 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 1728 Maximum occupied tiles: 10 Seat events: 120 Single-blocker events: 34 Multiple-blocker events: 13 Temporary aisle reoccupations: 63 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 127 Reservations granted: 121 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4162 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5219 Total stationary ticks: 96696 Seat-event requests: 239 Failed seat-event starts: 4 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 540 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 4 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 35 LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST ============================================================ Date/Time: 2026-07-17 01:14:52 Experiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 10 Scenario seed: -5958035683947804296 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: LAST_ROW_ONLY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 874 Passengers seated: 235/235 Average waiting ticks: 396.99 Longest waiting passenger: P145->27H(RIGHT) Longest waiting ticks: 820 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1708 Maximum occupied tiles: 11 Seat events: 115 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 1728 Maximum occupied tiles: 10 Seat events: 120 Single-blocker events: 34 Multiple-blocker events: 13 Temporary aisle reoccupations: 63 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 127 Reservations granted: 121 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4162 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5219 Total stationary ticks: 96696 Seat-event requests: 239 Failed seat-event starts: 4 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 540 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 4 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 10 | standardDataset=235/235 (100.00%) | lastRowOnlyRiskDispersionDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | lastRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | lastRowOnlyRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 35 LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST ============================================================ Date/Time: 2026-07-17 01:14:52 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 11 Scenario seed: -1147877779561771185 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.85% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 96.88% OUTCOME ------- Status: SUCCESS Completed ticks: 709 Passengers seated: 192/192 Average waiting ticks: 309.80 Longest waiting passenger: P7->27F(LEFT) Longest waiting ticks: 650 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 16 Regions dissolved: 2 Repeated reconstructions avoided: 16 Largest region lifetime: 14 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=4 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1362 Maximum occupied tiles: 11 Seat events: 99 Single-blocker events: 30 Multiple-blocker events: 8 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1394 Maximum occupied tiles: 12 Seat events: 93 Single-blocker events: 26 Multiple-blocker events: 3 Temporary aisle reoccupations: 32 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 101 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3726 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4717 Total stationary ticks: 62697 Seat-event requests: 199 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 486 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 486 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 199\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 35 LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST ============================================================ Date/Time: 2026-07-17 01:14:52 Experiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 11 Scenario seed: -1147877779561771185 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: LAST_ROW_ONLY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.85% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 96.88% OUTCOME ------- Status: SUCCESS Completed ticks: 709 Passengers seated: 192/192 Average waiting ticks: 309.80 Longest waiting passenger: P7->27F(LEFT) Longest waiting ticks: 650 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 16 Regions dissolved: 2 Repeated reconstructions avoided: 16 Largest region lifetime: 14 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=4 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1362 Maximum occupied tiles: 11 Seat events: 99 Single-blocker events: 30 Multiple-blocker events: 8 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1394 Maximum occupied tiles: 12 Seat events: 93 Single-blocker events: 26 Multiple-blocker events: 3 Temporary aisle reoccupations: 32 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 101 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3726 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4717 Total stationary ticks: 62697 Seat-event requests: 199 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 486 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 486 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 199\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 11 | standardDataset=192/192 (100.00%) | lastRowOnlyRiskDispersionDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | lastRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | lastRowOnlyRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 35 LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST ============================================================ Date/Time: 2026-07-17 01:14:52 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 12 Scenario seed: -1419555593767643522 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.88% Blocker-prone seat share (topology component): 74.02% Aisle-assignment balance: 99.02% OUTCOME ------- Status: SUCCESS Completed ticks: 721 Passengers seated: 204/204 Average waiting ticks: 326.59 Longest waiting passenger: P101->2C(LEFT) Longest waiting ticks: 684 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles24-26:occupied=3:anchor=P133:selected=P94:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1503 Maximum occupied tiles: 12 Seat events: 103 Single-blocker events: 22 Multiple-blocker events: 9 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1416 Maximum occupied tiles: 10 Seat events: 101 Single-blocker events: 17 Multiple-blocker events: 10 Temporary aisle reoccupations: 39 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 110 Reservations granted: 110 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3837 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4685 Total stationary ticks: 69817 Seat-event requests: 214 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 438 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 438 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 213\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 35 LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST ============================================================ Date/Time: 2026-07-17 01:14:52 Experiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 12 Scenario seed: -1419555593767643522 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: LAST_ROW_ONLY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.88% Blocker-prone seat share (topology component): 74.02% Aisle-assignment balance: 99.02% OUTCOME ------- Status: SUCCESS Completed ticks: 721 Passengers seated: 204/204 Average waiting ticks: 326.59 Longest waiting passenger: P101->2C(LEFT) Longest waiting ticks: 684 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles24-26:occupied=3:anchor=P133:selected=P94:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1503 Maximum occupied tiles: 12 Seat events: 103 Single-blocker events: 22 Multiple-blocker events: 9 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1416 Maximum occupied tiles: 10 Seat events: 101 Single-blocker events: 17 Multiple-blocker events: 10 Temporary aisle reoccupations: 39 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 110 Reservations granted: 110 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3837 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4685 Total stationary ticks: 69817 Seat-event requests: 214 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 438 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 438 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 213\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 12 | standardDataset=204/204 (100.00%) | lastRowOnlyRiskDispersionDataset=204/204 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | lastRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | lastRowOnlyRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 35 LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST ============================================================ Date/Time: 2026-07-17 01:14:52 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 13 Scenario seed: -7851773457640452136 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.39% Blocker-prone seat share (topology component): 66.06% Aisle-assignment balance: 95.62% OUTCOME ------- Status: SUCCESS Completed ticks: 1010 Passengers seated: 274/274 Average waiting ticks: 449.14 Longest waiting passenger: P104->19D(RIGHT) Longest waiting ticks: 949 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1978 Maximum occupied tiles: 14 Seat events: 131 Single-blocker events: 27 Multiple-blocker events: 16 Temporary aisle reoccupations: 59 RIGHT AISLE ----------- Total moves: 2277 Maximum occupied tiles: 13 Seat events: 143 Single-blocker events: 29 Multiple-blocker events: 19 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 93 Reservations granted: 93 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5688 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7086 Total stationary ticks: 127972 Seat-event requests: 283 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 716 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 716 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 283\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 35 LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST ============================================================ Date/Time: 2026-07-17 01:14:52 Experiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 13 Scenario seed: -7851773457640452136 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: LAST_ROW_ONLY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.39% Blocker-prone seat share (topology component): 66.06% Aisle-assignment balance: 95.62% OUTCOME ------- Status: SUCCESS Completed ticks: 1010 Passengers seated: 274/274 Average waiting ticks: 449.14 Longest waiting passenger: P104->19D(RIGHT) Longest waiting ticks: 949 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1978 Maximum occupied tiles: 14 Seat events: 131 Single-blocker events: 27 Multiple-blocker events: 16 Temporary aisle reoccupations: 59 RIGHT AISLE ----------- Total moves: 2277 Maximum occupied tiles: 13 Seat events: 143 Single-blocker events: 29 Multiple-blocker events: 19 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 93 Reservations granted: 93 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5688 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7086 Total stationary ticks: 127972 Seat-event requests: 283 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 716 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 716 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 283\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 13 | standardDataset=274/274 (100.00%) | lastRowOnlyRiskDispersionDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | lastRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | lastRowOnlyRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 35 LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST ============================================================ Date/Time: 2026-07-17 01:14:52 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 14 Scenario seed: -2266351266638417809 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.10% Blocker-prone seat share (topology component): 57.84% Aisle-assignment balance: 95.42% OUTCOME ------- Status: SUCCESS Completed ticks: 1130 Passengers seated: 306/306 Average waiting ticks: 500.87 Longest waiting passenger: P81->12D(LEFT) Longest waiting ticks: 1059 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 7 Selected release potential total: 10 Last cluster decision: RIGHT:region=R4:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 59 Regions dissolved: 4 Repeated reconstructions avoided: 59 Largest region lifetime: 35 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=8 Confirmation deferral ticks: 6 Regions reaching confirmation: 2 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2638 Maximum occupied tiles: 12 Seat events: 160 Single-blocker events: 50 Multiple-blocker events: 25 Temporary aisle reoccupations: 104 RIGHT AISLE ----------- Total moves: 2661 Maximum occupied tiles: 14 Seat events: 146 Single-blocker events: 42 Multiple-blocker events: 16 Temporary aisle reoccupations: 77 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 137 Reservations granted: 135 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6785 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8504 Total stationary ticks: 159242 Seat-event requests: 329 Failed seat-event starts: 23 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 770 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 23 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 770 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 329\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 25\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 35 LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST ============================================================ Date/Time: 2026-07-17 01:14:52 Experiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 14 Scenario seed: -2266351266638417809 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: LAST_ROW_ONLY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 28.10% Blocker-prone seat share (topology component): 57.84% Aisle-assignment balance: 95.42% OUTCOME ------- Status: SUCCESS Completed ticks: 1130 Passengers seated: 306/306 Average waiting ticks: 500.87 Longest waiting passenger: P81->12D(LEFT) Longest waiting ticks: 1059 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 7 Selected release potential total: 10 Last cluster decision: RIGHT:region=R4:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 59 Regions dissolved: 4 Repeated reconstructions avoided: 59 Largest region lifetime: 35 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=8 Confirmation deferral ticks: 6 Regions reaching confirmation: 2 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2638 Maximum occupied tiles: 12 Seat events: 160 Single-blocker events: 50 Multiple-blocker events: 25 Temporary aisle reoccupations: 104 RIGHT AISLE ----------- Total moves: 2661 Maximum occupied tiles: 14 Seat events: 146 Single-blocker events: 42 Multiple-blocker events: 16 Temporary aisle reoccupations: 77 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 137 Reservations granted: 135 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6785 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8504 Total stationary ticks: 159242 Seat-event requests: 329 Failed seat-event starts: 23 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 770 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 23 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 770 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 329\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 25\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 14 | standardDataset=306/306 (100.00%) | lastRowOnlyRiskDispersionDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=4 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | lastRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | lastRowOnlyRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 35 LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST ============================================================ Date/Time: 2026-07-17 01:14:52 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 15 Scenario seed: -2981123562452203872 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 74.54% Aisle-assignment balance: 91.67% OUTCOME ------- Status: SUCCESS Completed ticks: 827 Passengers seated: 216/216 Average waiting ticks: 352.35 Longest waiting passenger: P41->23D(LEFT) Longest waiting ticks: 777 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1633 Maximum occupied tiles: 11 Seat events: 117 Single-blocker events: 31 Multiple-blocker events: 12 Temporary aisle reoccupations: 56 RIGHT AISLE ----------- Total moves: 1499 Maximum occupied tiles: 12 Seat events: 99 Single-blocker events: 22 Multiple-blocker events: 5 Temporary aisle reoccupations: 35 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 118 Reservations granted: 110 Reservations denied/waited: 8 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4072 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5134 Total stationary ticks: 79643 Seat-event requests: 220 Failed seat-event starts: 4 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 467 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 4 Rear-boundary failures: 0 Middle-bank reservation failures: 8 Active-event deferrals: 467 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 229\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 35 LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST ============================================================ Date/Time: 2026-07-17 01:14:52 Experiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 15 Scenario seed: -2981123562452203872 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: LAST_ROW_ONLY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 74.54% Aisle-assignment balance: 91.67% OUTCOME ------- Status: SUCCESS Completed ticks: 827 Passengers seated: 216/216 Average waiting ticks: 352.35 Longest waiting passenger: P41->23D(LEFT) Longest waiting ticks: 777 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1633 Maximum occupied tiles: 11 Seat events: 117 Single-blocker events: 31 Multiple-blocker events: 12 Temporary aisle reoccupations: 56 RIGHT AISLE ----------- Total moves: 1499 Maximum occupied tiles: 12 Seat events: 99 Single-blocker events: 22 Multiple-blocker events: 5 Temporary aisle reoccupations: 35 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 118 Reservations granted: 110 Reservations denied/waited: 8 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4072 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5134 Total stationary ticks: 79643 Seat-event requests: 220 Failed seat-event starts: 4 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 467 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 4 Rear-boundary failures: 0 Middle-bank reservation failures: 8 Active-event deferrals: 467 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 229\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 15 | standardDataset=216/216 (100.00%) | lastRowOnlyRiskDispersionDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | lastRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | lastRowOnlyRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 35 LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST ============================================================ Date/Time: 2026-07-17 01:14:52 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 16 Scenario seed: 7615657183330099130 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 26.47% Blocker-prone seat share (topology component): 61.76% Aisle-assignment balance: 98.69% OUTCOME ------- Status: SUCCESS Completed ticks: 1120 Passengers seated: 306/306 Average waiting ticks: 522.28 Longest waiting passenger: P249->15B(LEFT) Longest waiting ticks: 1061 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 22 Regions dissolved: 2 Repeated reconstructions avoided: 22 Largest region lifetime: 13 Maximum simultaneous active regions: 2 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2760 Maximum occupied tiles: 11 Seat events: 155 Single-blocker events: 40 Multiple-blocker events: 17 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2552 Maximum occupied tiles: 11 Seat events: 151 Single-blocker events: 34 Multiple-blocker events: 19 Temporary aisle reoccupations: 74 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 131 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6164 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7555 Total stationary ticks: 164974 Seat-event requests: 326 Failed seat-event starts: 20 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 732 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 20 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 732 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 325\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 35 LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST ============================================================ Date/Time: 2026-07-17 01:14:52 Experiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 16 Scenario seed: 7615657183330099130 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: LAST_ROW_ONLY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 26.47% Blocker-prone seat share (topology component): 61.76% Aisle-assignment balance: 98.69% OUTCOME ------- Status: SUCCESS Completed ticks: 1120 Passengers seated: 306/306 Average waiting ticks: 522.28 Longest waiting passenger: P249->15B(LEFT) Longest waiting ticks: 1061 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 22 Regions dissolved: 2 Repeated reconstructions avoided: 22 Largest region lifetime: 13 Maximum simultaneous active regions: 2 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2760 Maximum occupied tiles: 11 Seat events: 155 Single-blocker events: 40 Multiple-blocker events: 17 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2552 Maximum occupied tiles: 11 Seat events: 151 Single-blocker events: 34 Multiple-blocker events: 19 Temporary aisle reoccupations: 74 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 131 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6164 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7555 Total stationary ticks: 164974 Seat-event requests: 326 Failed seat-event starts: 20 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 732 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 20 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 732 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 325\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 16 | standardDataset=306/306 (100.00%) | lastRowOnlyRiskDispersionDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | lastRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | lastRowOnlyRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 35 LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST ============================================================ Date/Time: 2026-07-17 01:14:52 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 17 Scenario seed: -589593398444675577 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.76% Blocker-prone seat share (topology component): 60.46% Aisle-assignment balance: 98.69% OUTCOME ------- Status: SUCCESS Completed ticks: 1092 Passengers seated: 306/306 Average waiting ticks: 503.19 Longest waiting passenger: P130->12G(LEFT) Longest waiting ticks: 1030 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2855 Maximum occupied tiles: 14 Seat events: 155 Single-blocker events: 36 Multiple-blocker events: 15 Temporary aisle reoccupations: 70 RIGHT AISLE ----------- Total moves: 2452 Maximum occupied tiles: 12 Seat events: 151 Single-blocker events: 38 Multiple-blocker events: 15 Temporary aisle reoccupations: 69 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 138 Reservations granted: 138 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6426 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7736 Total stationary ticks: 159435 Seat-event requests: 323 Failed seat-event starts: 17 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 665 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 17 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 665 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 323\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 35 LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST ============================================================ Date/Time: 2026-07-17 01:14:52 Experiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 17 Scenario seed: -589593398444675577 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: LAST_ROW_ONLY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 28.76% Blocker-prone seat share (topology component): 60.46% Aisle-assignment balance: 98.69% OUTCOME ------- Status: SUCCESS Completed ticks: 1092 Passengers seated: 306/306 Average waiting ticks: 503.19 Longest waiting passenger: P130->12G(LEFT) Longest waiting ticks: 1030 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2855 Maximum occupied tiles: 14 Seat events: 155 Single-blocker events: 36 Multiple-blocker events: 15 Temporary aisle reoccupations: 70 RIGHT AISLE ----------- Total moves: 2452 Maximum occupied tiles: 12 Seat events: 151 Single-blocker events: 38 Multiple-blocker events: 15 Temporary aisle reoccupations: 69 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 138 Reservations granted: 138 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6426 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7736 Total stationary ticks: 159435 Seat-event requests: 323 Failed seat-event starts: 17 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 665 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 17 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 665 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 323\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 17 | standardDataset=306/306 (100.00%) | lastRowOnlyRiskDispersionDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | lastRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | lastRowOnlyRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 35 LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST ============================================================ Date/Time: 2026-07-17 01:14:52 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 18 Scenario seed: 9189613142654246273 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 288 Occupancy: 80% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.08% Blocker-prone seat share (topology component): 59.72% Aisle-assignment balance: 92.36% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2607 Passengers seated: 264/288 Average waiting ticks: 486.74 Longest waiting passenger: P20->29E(RIGHT) Longest waiting ticks: 2565 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 27 Cluster candidates evaluated: 26 Executable cluster candidates: 1 Rejected cluster candidates: 25 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 24 Selected release potential total: 2 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 2122 Regions dissolved: 1 Repeated reconstructions avoided: 2122 Largest region lifetime: 2110 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2110:occupied=24 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1867 State changes reopening evaluation: 26 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2733 Maximum occupied tiles: 12 Seat events: 155 Single-blocker events: 44 Multiple-blocker events: 11 Temporary aisle reoccupations: 67 RIGHT AISLE ----------- Total moves: 2201 Maximum occupied tiles: 29 Seat events: 109 Single-blocker events: 34 Multiple-blocker events: 6 Temporary aisle reoccupations: 46 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 2019 Reservations granted: 2019 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 22 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 42103 Longest unresolved passenger ID: 97 Longest unresolved row: 36 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 19 Longest dependency chain: P134(15J/RIGHT) -> P139(27G/RIGHT) -> P119(29H/RIGHT) -> P195(16I/RIGHT) -> P244(16D/RIGHT) -> P116(25J/RIGHT) -> P91(25I/RIGHT) -> P49(24G/RIGHT) -> P120(21H/RIGHT) -> P53(33F/RIGHT) -> P275(29I/RIGHT) -> P72(25E/RIGHT) -> P92(27I/RIGHT) -> P83(31J/RIGHT) -> P40(33H/RIGHT) -> P255(29D/RIGHT) -> P284(30H/RIGHT) -> P82(32I/RIGHT) -> P20(29E/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 134 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 22 Total blocked ticks: 52556 Total stationary ticks: 186649 Seat-event requests: 2182 Failed seat-event starts: 1918 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 20 Critical blocker identity: P20->29E(RIGHT) Direct fan-out: 1 Total indirect descendants: 18 Critical tree size including blocker: 19 Critical tree depth: 19 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 24 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 5 Critical blocker tree: P20(29E/RIGHT/WAITING_FOR_SEAT_EVENT) P82(32I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P284(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P255(29D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P40(33H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P83(31J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P92(27I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P72(25E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P275(29I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P53(33F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P120(21H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P49(24G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P91(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P116(25J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P244(16D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P195(16I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P119(29H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P139(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P134(15J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1859 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: 145 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1859 Rear-boundary failures: 59 Middle-bank reservation failures: 0 Active-event deferrals: 861 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 5 Yield-occupant trace: yieldOccupant[145]: P145(33I/RIGHT/MOVING_IN_AISLE@tile31) -> P283(33J/RIGHT/MOVING_IN_AISLE@tile32) -> P202(35I/RIGHT/MOVING_IN_AISLE@tile33) -> P97(36J/RIGHT/MOVING_IN_AISLE@tile34) -> P99(35D/RIGHT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P99->35D(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P145{seat=33I,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=31,directBlocker=283,lastMoveTick=592,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: 145 Final row-event chain: 20|145|283|202|97|99 Final row-event chain length: 6 Distinct row events in chain: 6 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2181\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 1861\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 35 LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST ============================================================ Date/Time: 2026-07-17 01:14:52 Experiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 18 Scenario seed: 9189613142654246273 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 288 Occupancy: 80% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: LAST_ROW_ONLY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.08% Blocker-prone seat share (topology component): 59.72% Aisle-assignment balance: 92.36% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2607 Passengers seated: 264/288 Average waiting ticks: 486.74 Longest waiting passenger: P20->29E(RIGHT) Longest waiting ticks: 2565 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 27 Cluster candidates evaluated: 26 Executable cluster candidates: 1 Rejected cluster candidates: 25 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 24 Selected release potential total: 2 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 2122 Regions dissolved: 1 Repeated reconstructions avoided: 2122 Largest region lifetime: 2110 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2110:occupied=24 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1867 State changes reopening evaluation: 26 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2733 Maximum occupied tiles: 12 Seat events: 155 Single-blocker events: 44 Multiple-blocker events: 11 Temporary aisle reoccupations: 67 RIGHT AISLE ----------- Total moves: 2201 Maximum occupied tiles: 29 Seat events: 109 Single-blocker events: 34 Multiple-blocker events: 6 Temporary aisle reoccupations: 46 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 2019 Reservations granted: 2019 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 22 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 42103 Longest unresolved passenger ID: 97 Longest unresolved row: 36 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 19 Longest dependency chain: P134(15J/RIGHT) -> P139(27G/RIGHT) -> P119(29H/RIGHT) -> P195(16I/RIGHT) -> P244(16D/RIGHT) -> P116(25J/RIGHT) -> P91(25I/RIGHT) -> P49(24G/RIGHT) -> P120(21H/RIGHT) -> P53(33F/RIGHT) -> P275(29I/RIGHT) -> P72(25E/RIGHT) -> P92(27I/RIGHT) -> P83(31J/RIGHT) -> P40(33H/RIGHT) -> P255(29D/RIGHT) -> P284(30H/RIGHT) -> P82(32I/RIGHT) -> P20(29E/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 134 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 22 Total blocked ticks: 52556 Total stationary ticks: 186649 Seat-event requests: 2182 Failed seat-event starts: 1918 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 20 Critical blocker identity: P20->29E(RIGHT) Direct fan-out: 1 Total indirect descendants: 18 Critical tree size including blocker: 19 Critical tree depth: 19 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 24 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 5 Critical blocker tree: P20(29E/RIGHT/WAITING_FOR_SEAT_EVENT) P82(32I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P284(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P255(29D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P40(33H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P83(31J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P92(27I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P72(25E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P275(29I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P53(33F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P120(21H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P49(24G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P91(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P116(25J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P244(16D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P195(16I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P119(29H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P139(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P134(15J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1859 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: 145 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1859 Rear-boundary failures: 59 Middle-bank reservation failures: 0 Active-event deferrals: 861 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 5 Yield-occupant trace: yieldOccupant[145]: P145(33I/RIGHT/MOVING_IN_AISLE@tile31) -> P283(33J/RIGHT/MOVING_IN_AISLE@tile32) -> P202(35I/RIGHT/MOVING_IN_AISLE@tile33) -> P97(36J/RIGHT/MOVING_IN_AISLE@tile34) -> P99(35D/RIGHT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P99->35D(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P145{seat=33I,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=31,directBlocker=283,lastMoveTick=592,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: 145 Final row-event chain: 20|145|283|202|97|99 Final row-event chain length: 6 Distinct row events in chain: 6 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2181\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 1861\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 18 | standardDataset=264/288 (91.67%) | lastRowOnlyRiskDispersionDataset=264/288 (91.67%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | lastRowOnlyRiskDispersionWorse=false | standardFamily=MOVING_PASSENGER_YIELD_CHAIN | lastRowOnlyRiskDispersionFamily=MOVING_PASSENGER_YIELD_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 35 LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST ============================================================ Date/Time: 2026-07-17 01:14:52 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 19 Scenario seed: -37205220229494259 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.07% Blocker-prone seat share (topology component): 60.23% Aisle-assignment balance: 96.49% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2708 Passengers seated: 335/342 Average waiting ticks: 565.21 Longest waiting passenger: P76->35F(LEFT) Longest waiting ticks: 2668 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 5 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 7 Selected release potential total: 0 Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1653 Regions dissolved: 1 Repeated reconstructions avoided: 1653 Largest region lifetime: 1632 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1632:occupied=7 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1538 State changes reopening evaluation: 4 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2958 Maximum occupied tiles: 16 Seat events: 170 Single-blocker events: 36 Multiple-blocker events: 20 Temporary aisle reoccupations: 79 RIGHT AISLE ----------- Total moves: 2954 Maximum occupied tiles: 14 Seat events: 165 Single-blocker events: 38 Multiple-blocker events: 22 Temporary aisle reoccupations: 84 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1697 Reservations granted: 1695 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 6 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 10232 Longest unresolved passenger ID: 106 Longest unresolved row: 35 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 7 Longest dependency chain: P207(34C/LEFT) -> P200(36E/LEFT) -> P162(32B/LEFT) -> P18(33D/LEFT) -> P161(34B/LEFT) -> P106(35A/LEFT) -> P76(35F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 207 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 6 Total blocked ticks: 20384 Total stationary ticks: 209293 Seat-event requests: 1907 Failed seat-event starts: 1572 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 76 Critical blocker identity: P76->35F(LEFT) Direct fan-out: 1 Total indirect descendants: 6 Critical tree size including blocker: 7 Critical tree depth: 7 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 7 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P76(35F/LEFT/WAITING_FOR_SEAT_EVENT) P106(35A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P161(34B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P18(33D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P162(32B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P200(36E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P207(34C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1555 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 36|37 Critical blocker unavailable yield tiles: 37 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 17 Rear-boundary failures: 1555 Middle-bank reservation failures: 2 Active-event deferrals: 979 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 36|37 Current unavailable yield tiles: 37 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1909\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 35 LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST ============================================================ Date/Time: 2026-07-17 01:14:52 Experiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 19 Scenario seed: -37205220229494259 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: LAST_ROW_ONLY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 28.07% Blocker-prone seat share (topology component): 60.23% Aisle-assignment balance: 96.49% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2708 Passengers seated: 335/342 Average waiting ticks: 565.37 Longest waiting passenger: P76->35F(LEFT) Longest waiting ticks: 2633 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 7 Cluster candidates evaluated: 7 Executable cluster candidates: 1 Rejected cluster candidates: 6 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 7 Selected release potential total: 5 Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1694 Regions dissolved: 2 Repeated reconstructions avoided: 1694 Largest region lifetime: 1632 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1632:occupied=7 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1538 State changes reopening evaluation: 5 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2958 Maximum occupied tiles: 16 Seat events: 170 Single-blocker events: 36 Multiple-blocker events: 20 Temporary aisle reoccupations: 79 RIGHT AISLE ----------- Total moves: 2954 Maximum occupied tiles: 14 Seat events: 165 Single-blocker events: 38 Multiple-blocker events: 22 Temporary aisle reoccupations: 84 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1700 Reservations granted: 1698 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 6 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 10285 Longest unresolved passenger ID: 106 Longest unresolved row: 35 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 7 Longest dependency chain: P207(34C/LEFT) -> P200(36E/LEFT) -> P162(32B/LEFT) -> P18(33D/LEFT) -> P161(34B/LEFT) -> P106(35A/LEFT) -> P76(35F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 207 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 6 Total blocked ticks: 20505 Total stationary ticks: 209324 Seat-event requests: 1912 Failed seat-event starts: 1577 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 76 Critical blocker identity: P76->35F(LEFT) Direct fan-out: 1 Total indirect descendants: 6 Critical tree size including blocker: 7 Critical tree depth: 7 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 7 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P76(35F/LEFT/WAITING_FOR_SEAT_EVENT) P106(35A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P161(34B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P18(33D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P162(32B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P200(36E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P207(34C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1555 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 36|37 Critical blocker unavailable yield tiles: 37 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 22 Rear-boundary failures: 1555 Middle-bank reservation failures: 2 Active-event deferrals: 1076 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 36|37 Current unavailable yield tiles: 37 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1913\nPrecedence substitutions made: 3\nDependency chains followed: 8\nBlocked by waiting-row occupant: 11\nSubstituted events started: 4\nOccupied-space rejections: 60\nMaximum scheduling-chain depth: 3\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 19 | standardDataset=335/342 (97.95%) | lastRowOnlyRiskDispersionDataset=335/342 (97.95%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | lastRowOnlyRiskDispersionWorse=false | standardFamily=REAR_BOUNDARY_LOCK | lastRowOnlyRiskDispersionFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 35 LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST ============================================================ Date/Time: 2026-07-17 01:14:52 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 20 Scenario seed: -955376728611839717 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.75% Blocker-prone seat share (topology component): 66.06% Aisle-assignment balance: 91.24% OUTCOME ------- Status: SUCCESS Completed ticks: 1040 Passengers seated: 274/274 Average waiting ticks: 451.03 Longest waiting passenger: P132->12A(LEFT) Longest waiting ticks: 994 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: RIGHT:tiles17-19:occupied=3:anchor=P120:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 66 Regions dissolved: 2 Repeated reconstructions avoided: 66 Largest region lifetime: 57 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=11 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2300 Maximum occupied tiles: 14 Seat events: 149 Single-blocker events: 40 Multiple-blocker events: 14 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 1973 Maximum occupied tiles: 13 Seat events: 125 Single-blocker events: 41 Multiple-blocker events: 13 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 93 Reservations granted: 90 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5614 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7412 Total stationary ticks: 128629 Seat-event requests: 292 Failed seat-event starts: 18 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 823 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 18 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 823 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 293\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 7\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 35 LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST ============================================================ Date/Time: 2026-07-17 01:14:52 Experiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 20 Scenario seed: -955376728611839717 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: LAST_ROW_ONLY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.75% Blocker-prone seat share (topology component): 66.06% Aisle-assignment balance: 91.24% OUTCOME ------- Status: SUCCESS Completed ticks: 1040 Passengers seated: 274/274 Average waiting ticks: 451.03 Longest waiting passenger: P132->12A(LEFT) Longest waiting ticks: 994 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: RIGHT:tiles17-19:occupied=3:anchor=P120:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 66 Regions dissolved: 2 Repeated reconstructions avoided: 66 Largest region lifetime: 57 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=11 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2300 Maximum occupied tiles: 14 Seat events: 149 Single-blocker events: 40 Multiple-blocker events: 14 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 1973 Maximum occupied tiles: 13 Seat events: 125 Single-blocker events: 41 Multiple-blocker events: 13 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 93 Reservations granted: 90 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5614 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7412 Total stationary ticks: 128629 Seat-event requests: 292 Failed seat-event starts: 18 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 823 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 18 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 823 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 293\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 7\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 20 | standardDataset=274/274 (100.00%) | lastRowOnlyRiskDispersionDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=2 | clusterStarts=3 | convertedToSuccess=false | lastRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | lastRowOnlyRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 35 LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST ============================================================ Date/Time: 2026-07-17 01:14:52 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 21 Scenario seed: -6035631021244819435 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 245 Occupancy: 85% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.02% Blocker-prone seat share (topology component): 66.94% Aisle-assignment balance: 99.59% OUTCOME ------- Status: SUCCESS Completed ticks: 866 Passengers seated: 245/245 Average waiting ticks: 396.93 Longest waiting passenger: P204->12E(LEFT) Longest waiting ticks: 815 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1863 Maximum occupied tiles: 12 Seat events: 123 Single-blocker events: 31 Multiple-blocker events: 13 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1926 Maximum occupied tiles: 11 Seat events: 122 Single-blocker events: 26 Multiple-blocker events: 9 Temporary aisle reoccupations: 44 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 80 Reservations granted: 79 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4777 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5881 Total stationary ticks: 101293 Seat-event requests: 252 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 557 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 557 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 253\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 35 LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST ============================================================ Date/Time: 2026-07-17 01:14:52 Experiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 21 Scenario seed: -6035631021244819435 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 245 Occupancy: 85% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: LAST_ROW_ONLY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.02% Blocker-prone seat share (topology component): 66.94% Aisle-assignment balance: 99.59% OUTCOME ------- Status: SUCCESS Completed ticks: 866 Passengers seated: 245/245 Average waiting ticks: 396.93 Longest waiting passenger: P204->12E(LEFT) Longest waiting ticks: 815 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1863 Maximum occupied tiles: 12 Seat events: 123 Single-blocker events: 31 Multiple-blocker events: 13 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1926 Maximum occupied tiles: 11 Seat events: 122 Single-blocker events: 26 Multiple-blocker events: 9 Temporary aisle reoccupations: 44 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 80 Reservations granted: 79 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4777 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5881 Total stationary ticks: 101293 Seat-event requests: 252 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 557 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 557 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 253\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 21 | standardDataset=245/245 (100.00%) | lastRowOnlyRiskDispersionDataset=245/245 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | lastRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | lastRowOnlyRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 35 LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST ============================================================ Date/Time: 2026-07-17 01:14:52 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 22 Scenario seed: -3213233570023646740 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.47% Blocker-prone seat share (topology component): 59.88% Aisle-assignment balance: 96.91% OUTCOME ------- Status: SUCCESS Completed ticks: 1188 Passengers seated: 324/324 Average waiting ticks: 537.88 Longest waiting passenger: P21->10F(RIGHT) Longest waiting ticks: 1122 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 26 Regions dissolved: 2 Repeated reconstructions avoided: 26 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2697 Maximum occupied tiles: 12 Seat events: 157 Single-blocker events: 51 Multiple-blocker events: 16 Temporary aisle reoccupations: 84 RIGHT AISLE ----------- Total moves: 2911 Maximum occupied tiles: 13 Seat events: 167 Single-blocker events: 44 Multiple-blocker events: 19 Temporary aisle reoccupations: 88 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 141 Reservations granted: 141 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6673 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8320 Total stationary ticks: 180004 Seat-event requests: 337 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 803 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 803 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 336\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 35 LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST ============================================================ Date/Time: 2026-07-17 01:14:52 Experiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 22 Scenario seed: -3213233570023646740 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: LAST_ROW_ONLY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.47% Blocker-prone seat share (topology component): 59.88% Aisle-assignment balance: 96.91% OUTCOME ------- Status: SUCCESS Completed ticks: 1188 Passengers seated: 324/324 Average waiting ticks: 537.88 Longest waiting passenger: P21->10F(RIGHT) Longest waiting ticks: 1122 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 26 Regions dissolved: 2 Repeated reconstructions avoided: 26 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2697 Maximum occupied tiles: 12 Seat events: 157 Single-blocker events: 51 Multiple-blocker events: 16 Temporary aisle reoccupations: 84 RIGHT AISLE ----------- Total moves: 2911 Maximum occupied tiles: 13 Seat events: 167 Single-blocker events: 44 Multiple-blocker events: 19 Temporary aisle reoccupations: 88 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 141 Reservations granted: 141 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6673 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8320 Total stationary ticks: 180004 Seat-event requests: 337 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 803 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 803 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 336\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 22 | standardDataset=324/324 (100.00%) | lastRowOnlyRiskDispersionDataset=324/324 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | lastRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | lastRowOnlyRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 35 LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST ============================================================ Date/Time: 2026-07-17 01:14:52 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 23 Scenario seed: -2743758625516220443 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.40% Blocker-prone seat share (topology component): 59.26% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 1157 Passengers seated: 324/324 Average waiting ticks: 536.26 Longest waiting passenger: P24->19B(LEFT) Longest waiting ticks: 1089 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 44 Regions dissolved: 3 Repeated reconstructions avoided: 44 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2827 Maximum occupied tiles: 14 Seat events: 162 Single-blocker events: 45 Multiple-blocker events: 24 Temporary aisle reoccupations: 97 RIGHT AISLE ----------- Total moves: 2812 Maximum occupied tiles: 13 Seat events: 162 Single-blocker events: 45 Multiple-blocker events: 20 Temporary aisle reoccupations: 89 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 135 Reservations granted: 135 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7014 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8489 Total stationary ticks: 179693 Seat-event requests: 351 Failed seat-event starts: 27 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 722 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 27 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 722 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 350\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 6\nOccupied-space rejections: 33\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 35 LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST ============================================================ Date/Time: 2026-07-17 01:14:52 Experiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 23 Scenario seed: -2743758625516220443 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: LAST_ROW_ONLY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 28.40% Blocker-prone seat share (topology component): 59.26% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 1156 Passengers seated: 324/324 Average waiting ticks: 535.64 Longest waiting passenger: P24->19B(LEFT) Longest waiting ticks: 1088 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 44 Regions dissolved: 3 Repeated reconstructions avoided: 44 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2827 Maximum occupied tiles: 14 Seat events: 162 Single-blocker events: 45 Multiple-blocker events: 24 Temporary aisle reoccupations: 98 RIGHT AISLE ----------- Total moves: 2812 Maximum occupied tiles: 13 Seat events: 162 Single-blocker events: 45 Multiple-blocker events: 20 Temporary aisle reoccupations: 88 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 138 Reservations granted: 135 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7042 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8515 Total stationary ticks: 179529 Seat-event requests: 351 Failed seat-event starts: 27 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 710 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 27 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 710 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 353\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 6\nOccupied-space rejections: 33\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 23 | standardDataset=324/324 (100.00%) | lastRowOnlyRiskDispersionDataset=324/324 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | lastRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | lastRowOnlyRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 35 LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST ============================================================ Date/Time: 2026-07-17 01:14:52 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 24 Scenario seed: 3130129287815217888 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.05% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 97.45% OUTCOME ------- Status: SUCCESS Completed ticks: 1289 Passengers seated: 353/353 Average waiting ticks: 583.67 Longest waiting passenger: P108->36B(LEFT) Longest waiting ticks: 1201 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 48 Regions dissolved: 3 Repeated reconstructions avoided: 48 Largest region lifetime: 25 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 0 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3174 Maximum occupied tiles: 13 Seat events: 181 Single-blocker events: 53 Multiple-blocker events: 21 Temporary aisle reoccupations: 100 RIGHT AISLE ----------- Total moves: 2988 Maximum occupied tiles: 13 Seat events: 172 Single-blocker events: 37 Multiple-blocker events: 34 Temporary aisle reoccupations: 110 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 157 Reservations granted: 157 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7510 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9163 Total stationary ticks: 212394 Seat-event requests: 374 Failed seat-event starts: 21 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 821 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 21 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 821 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 374\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 35 LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST ============================================================ Date/Time: 2026-07-17 01:14:52 Experiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 24 Scenario seed: 3130129287815217888 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: LAST_ROW_ONLY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 28.05% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 97.45% OUTCOME ------- Status: SUCCESS Completed ticks: 1289 Passengers seated: 353/353 Average waiting ticks: 583.67 Longest waiting passenger: P108->36B(LEFT) Longest waiting ticks: 1201 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 48 Regions dissolved: 3 Repeated reconstructions avoided: 48 Largest region lifetime: 25 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 0 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3174 Maximum occupied tiles: 13 Seat events: 181 Single-blocker events: 53 Multiple-blocker events: 21 Temporary aisle reoccupations: 100 RIGHT AISLE ----------- Total moves: 2988 Maximum occupied tiles: 13 Seat events: 172 Single-blocker events: 37 Multiple-blocker events: 34 Temporary aisle reoccupations: 110 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 157 Reservations granted: 157 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7510 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9163 Total stationary ticks: 212394 Seat-event requests: 374 Failed seat-event starts: 21 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 821 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 21 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 821 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 374\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 24 | standardDataset=353/353 (100.00%) | lastRowOnlyRiskDispersionDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | lastRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | lastRowOnlyRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 35 LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST ============================================================ Date/Time: 2026-07-17 01:14:52 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 25 Scenario seed: -6740794082893594637 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 96.17% OUTCOME ------- Status: SUCCESS Completed ticks: 854 Passengers seated: 235/235 Average waiting ticks: 382.86 Longest waiting passenger: P51->4F(LEFT) Longest waiting ticks: 808 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1751 Maximum occupied tiles: 11 Seat events: 122 Single-blocker events: 28 Multiple-blocker events: 14 Temporary aisle reoccupations: 61 RIGHT AISLE ----------- Total moves: 1669 Maximum occupied tiles: 12 Seat events: 113 Single-blocker events: 28 Multiple-blocker events: 11 Temporary aisle reoccupations: 52 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 132 Reservations granted: 126 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4458 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5437 Total stationary ticks: 93682 Seat-event requests: 243 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 470 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 470 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 35 LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST ============================================================ Date/Time: 2026-07-17 01:14:52 Experiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 25 Scenario seed: -6740794082893594637 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: LAST_ROW_ONLY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 96.17% OUTCOME ------- Status: SUCCESS Completed ticks: 854 Passengers seated: 235/235 Average waiting ticks: 382.86 Longest waiting passenger: P51->4F(LEFT) Longest waiting ticks: 808 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1751 Maximum occupied tiles: 11 Seat events: 122 Single-blocker events: 28 Multiple-blocker events: 14 Temporary aisle reoccupations: 61 RIGHT AISLE ----------- Total moves: 1669 Maximum occupied tiles: 12 Seat events: 113 Single-blocker events: 28 Multiple-blocker events: 11 Temporary aisle reoccupations: 52 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 132 Reservations granted: 126 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4458 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5437 Total stationary ticks: 93682 Seat-event requests: 243 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 470 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 470 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 25 | standardDataset=235/235 (100.00%) | lastRowOnlyRiskDispersionDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | lastRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | lastRowOnlyRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 35 LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST ============================================================ Date/Time: 2026-07-17 01:14:52 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 26 Scenario seed: -882378937089344748 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.84% Blocker-prone seat share (topology component): 73.53% Aisle-assignment balance: 99.02% OUTCOME ------- Status: SUCCESS Completed ticks: 730 Passengers seated: 204/204 Average waiting ticks: 327.84 Longest waiting passenger: P45->18A(LEFT) Longest waiting ticks: 675 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1529 Maximum occupied tiles: 10 Seat events: 103 Single-blocker events: 27 Multiple-blocker events: 7 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1475 Maximum occupied tiles: 16 Seat events: 101 Single-blocker events: 25 Multiple-blocker events: 9 Temporary aisle reoccupations: 45 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 113 Reservations granted: 106 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3986 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4962 Total stationary ticks: 70318 Seat-event requests: 208 Failed seat-event starts: 4 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 449 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 4 Rear-boundary failures: 0 Middle-bank reservation failures: 7 Active-event deferrals: 449 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 216\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 4\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 35 LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST ============================================================ Date/Time: 2026-07-17 01:14:52 Experiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 26 Scenario seed: -882378937089344748 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: LAST_ROW_ONLY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 32.84% Blocker-prone seat share (topology component): 73.53% Aisle-assignment balance: 99.02% OUTCOME ------- Status: SUCCESS Completed ticks: 730 Passengers seated: 204/204 Average waiting ticks: 327.84 Longest waiting passenger: P45->18A(LEFT) Longest waiting ticks: 675 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1529 Maximum occupied tiles: 10 Seat events: 103 Single-blocker events: 27 Multiple-blocker events: 7 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1475 Maximum occupied tiles: 16 Seat events: 101 Single-blocker events: 25 Multiple-blocker events: 9 Temporary aisle reoccupations: 45 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 113 Reservations granted: 106 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3986 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4962 Total stationary ticks: 70318 Seat-event requests: 208 Failed seat-event starts: 4 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 449 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 4 Rear-boundary failures: 0 Middle-bank reservation failures: 7 Active-event deferrals: 449 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 216\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 4\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 26 | standardDataset=204/204 (100.00%) | lastRowOnlyRiskDispersionDataset=204/204 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | lastRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | lastRowOnlyRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 35 LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST ============================================================ Date/Time: 2026-07-17 01:14:52 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 27 Scenario seed: 7766858796246213770 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 245 Occupancy: 85% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.47% Blocker-prone seat share (topology component): 68.57% Aisle-assignment balance: 99.59% OUTCOME ------- Status: SUCCESS Completed ticks: 868 Passengers seated: 245/245 Average waiting ticks: 395.66 Longest waiting passenger: P34->20A(LEFT) Longest waiting ticks: 806 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 24 Regions dissolved: 1 Repeated reconstructions avoided: 24 Largest region lifetime: 25 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=25 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1986 Maximum occupied tiles: 12 Seat events: 123 Single-blocker events: 34 Multiple-blocker events: 8 Temporary aisle reoccupations: 50 RIGHT AISLE ----------- Total moves: 1793 Maximum occupied tiles: 13 Seat events: 122 Single-blocker events: 34 Multiple-blocker events: 9 Temporary aisle reoccupations: 52 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 87 Reservations granted: 86 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4998 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6303 Total stationary ticks: 101346 Seat-event requests: 254 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 599 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 599 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 255\nPrecedence substitutions made: 2\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 2\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 35 LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST ============================================================ Date/Time: 2026-07-17 01:14:52 Experiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 27 Scenario seed: 7766858796246213770 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 245 Occupancy: 85% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: LAST_ROW_ONLY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.47% Blocker-prone seat share (topology component): 68.57% Aisle-assignment balance: 99.59% OUTCOME ------- Status: SUCCESS Completed ticks: 868 Passengers seated: 245/245 Average waiting ticks: 395.66 Longest waiting passenger: P34->20A(LEFT) Longest waiting ticks: 806 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 24 Regions dissolved: 1 Repeated reconstructions avoided: 24 Largest region lifetime: 25 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=25 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1986 Maximum occupied tiles: 12 Seat events: 123 Single-blocker events: 34 Multiple-blocker events: 8 Temporary aisle reoccupations: 50 RIGHT AISLE ----------- Total moves: 1793 Maximum occupied tiles: 13 Seat events: 122 Single-blocker events: 34 Multiple-blocker events: 9 Temporary aisle reoccupations: 52 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 87 Reservations granted: 86 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4998 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6303 Total stationary ticks: 101346 Seat-event requests: 254 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 599 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 599 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 255\nPrecedence substitutions made: 2\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 2\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 27 | standardDataset=245/245 (100.00%) | lastRowOnlyRiskDispersionDataset=245/245 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | lastRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | lastRowOnlyRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 35 LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST ============================================================ Date/Time: 2026-07-17 01:14:52 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 28 Scenario seed: 5931249600171122533 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 96.45% OUTCOME ------- Status: SUCCESS Completed ticks: 1054 Passengers seated: 282/282 Average waiting ticks: 475.55 Longest waiting passenger: P248->32G(RIGHT) Longest waiting ticks: 977 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2179 Maximum occupied tiles: 12 Seat events: 136 Single-blocker events: 38 Multiple-blocker events: 12 Temporary aisle reoccupations: 62 RIGHT AISLE ----------- Total moves: 2190 Maximum occupied tiles: 12 Seat events: 146 Single-blocker events: 47 Multiple-blocker events: 15 Temporary aisle reoccupations: 77 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 99 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5105 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6264 Total stationary ticks: 138229 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 627 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 627 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 293\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 35 LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST ============================================================ Date/Time: 2026-07-17 01:14:52 Experiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 28 Scenario seed: 5931249600171122533 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: LAST_ROW_ONLY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 96.45% OUTCOME ------- Status: SUCCESS Completed ticks: 1054 Passengers seated: 282/282 Average waiting ticks: 475.55 Longest waiting passenger: P248->32G(RIGHT) Longest waiting ticks: 977 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2179 Maximum occupied tiles: 12 Seat events: 136 Single-blocker events: 38 Multiple-blocker events: 12 Temporary aisle reoccupations: 62 RIGHT AISLE ----------- Total moves: 2190 Maximum occupied tiles: 12 Seat events: 146 Single-blocker events: 47 Multiple-blocker events: 15 Temporary aisle reoccupations: 77 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 99 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5105 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6264 Total stationary ticks: 138229 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 627 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 627 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 293\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 28 | standardDataset=282/282 (100.00%) | lastRowOnlyRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | lastRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | lastRowOnlyRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 35 LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST ============================================================ Date/Time: 2026-07-17 01:14:52 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 29 Scenario seed: -4209372168559577011 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.47% Blocker-prone seat share (topology component): 59.26% Aisle-assignment balance: 96.91% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2610 Passengers seated: 281/324 Average waiting ticks: 621.69 Longest waiting passenger: P1->1B(LEFT) Longest waiting ticks: 2610 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 20 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 24 Selected release potential total: 3 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 1802 Regions dissolved: 3 Repeated reconstructions avoided: 1802 Largest region lifetime: 1772 Maximum simultaneous active regions: 3 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1772:occupied=24 Confirmation deferral ticks: 6 Regions reaching confirmation: 2 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1712 State changes reopening evaluation: 19 Region priority competitions: 4 Regions ranked: 8 Hierarchical selections: 4 Lower-priority evaluations deferred: 2 Highest selected priority score: 26510 Left/right priority wins: 4/0 Priority ties: 0 Last priority decision: LEFT:R1:score=26510 | RIGHT:R4:score=2216 | selected=LEFT LEFT AISLE ---------- Total moves: 2367 Maximum occupied tiles: 27 Seat events: 124 Single-blocker events: 27 Multiple-blocker events: 12 Temporary aisle reoccupations: 53 RIGHT AISLE ----------- Total moves: 2686 Maximum occupied tiles: 13 Seat events: 157 Single-blocker events: 38 Multiple-blocker events: 20 Temporary aisle reoccupations: 80 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1863 Reservations granted: 1859 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 16 Remaining moving in aisle: 24 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 42142 Longest unresolved passenger ID: 1 Longest unresolved row: 1 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 24 Longest dependency chain: P125(33F/LEFT) -> P188(12D/LEFT) -> P105(31B/LEFT) -> P98(18B/LEFT) -> P23(26A/LEFT) -> P76(35F/LEFT) -> P194(30C/LEFT) -> P272(22D/LEFT) -> P180(35D/LEFT) -> P185(32F/LEFT) -> P163(15B/LEFT) -> P219(34G/LEFT) -> P238(15C/LEFT) -> P46(20A/LEFT) -> P55(33E/LEFT) -> P295(22C/LEFT) -> P141(26C/LEFT) -> P136(32D/LEFT) -> P322(32A/LEFT) -> P118(28C/LEFT) -> P302(26B/LEFT) -> P129(32C/LEFT) -> P195(33B/LEFT) -> P228(24G/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 125 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 24 Total blocked ticks: 54604 Total stationary ticks: 248328 Seat-event requests: 2041 Failed seat-event starts: 1760 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 228 Critical blocker identity: P228->24G(LEFT) Direct fan-out: 1 Total indirect descendants: 23 Critical tree size including blocker: 24 Critical tree depth: 24 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 27 Unresolved outside passengers: 16 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P228(24G/LEFT/WAITING_FOR_SEAT_EVENT) P195(33B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P129(32C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P302(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P118(28C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P322(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P136(32D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P141(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P295(22C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P55(33E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P46(20A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P238(15C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P219(34G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P163(15B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P185(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P180(35D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P272(22D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P194(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P76(35F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P23(26A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P98(18B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P105(31B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P188(12D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P125(33F/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1760 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 25|26|27 Critical blocker unavailable yield tiles: 27 Critical blocker yield-tile occupants: 248 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1760 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 872 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[248]: P248(29D/LEFT/MOVING_IN_AISLE@tile27) -> P317(28D/LEFT/WAITING_AT_ROW@tile28) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P317->28D(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P248{seat=29D,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=27,directBlocker=317,lastMoveTick=819,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 25|26|27 Current unavailable yield tiles: 27 Current yield-tile occupants: 248 Final row-event chain: 228|248|317 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2044\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1763\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 35 LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST ============================================================ Date/Time: 2026-07-17 01:14:52 Experiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 29 Scenario seed: -4209372168559577011 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: LAST_ROW_ONLY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.47% Blocker-prone seat share (topology component): 59.26% Aisle-assignment balance: 96.91% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2610 Passengers seated: 281/324 Average waiting ticks: 621.61 Longest waiting passenger: P1->1B(LEFT) Longest waiting ticks: 2610 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 20 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 24 Selected release potential total: 3 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 1802 Regions dissolved: 3 Repeated reconstructions avoided: 1802 Largest region lifetime: 1772 Maximum simultaneous active regions: 3 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1772:occupied=24 Confirmation deferral ticks: 6 Regions reaching confirmation: 2 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1712 State changes reopening evaluation: 19 Region priority competitions: 4 Regions ranked: 8 Hierarchical selections: 4 Lower-priority evaluations deferred: 2 Highest selected priority score: 26510 Left/right priority wins: 4/0 Priority ties: 0 Last priority decision: LEFT:R1:score=26510 | RIGHT:R4:score=2216 | selected=LEFT LEFT AISLE ---------- Total moves: 2367 Maximum occupied tiles: 27 Seat events: 124 Single-blocker events: 27 Multiple-blocker events: 12 Temporary aisle reoccupations: 53 RIGHT AISLE ----------- Total moves: 2686 Maximum occupied tiles: 13 Seat events: 157 Single-blocker events: 38 Multiple-blocker events: 20 Temporary aisle reoccupations: 80 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1863 Reservations granted: 1859 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 16 Remaining moving in aisle: 24 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 42133 Longest unresolved passenger ID: 1 Longest unresolved row: 1 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 24 Longest dependency chain: P125(33F/LEFT) -> P188(12D/LEFT) -> P105(31B/LEFT) -> P98(18B/LEFT) -> P23(26A/LEFT) -> P76(35F/LEFT) -> P194(30C/LEFT) -> P272(22D/LEFT) -> P180(35D/LEFT) -> P185(32F/LEFT) -> P163(15B/LEFT) -> P219(34G/LEFT) -> P238(15C/LEFT) -> P46(20A/LEFT) -> P55(33E/LEFT) -> P295(22C/LEFT) -> P141(26C/LEFT) -> P136(32D/LEFT) -> P322(32A/LEFT) -> P118(28C/LEFT) -> P302(26B/LEFT) -> P129(32C/LEFT) -> P195(33B/LEFT) -> P228(24G/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 125 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 24 Total blocked ticks: 54629 Total stationary ticks: 248333 Seat-event requests: 2041 Failed seat-event starts: 1760 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 228 Critical blocker identity: P228->24G(LEFT) Direct fan-out: 1 Total indirect descendants: 23 Critical tree size including blocker: 24 Critical tree depth: 24 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 27 Unresolved outside passengers: 16 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P228(24G/LEFT/WAITING_FOR_SEAT_EVENT) P195(33B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P129(32C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P302(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P118(28C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P322(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P136(32D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P141(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P295(22C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P55(33E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P46(20A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P238(15C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P219(34G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P163(15B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P185(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P180(35D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P272(22D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P194(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P76(35F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P23(26A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P98(18B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P105(31B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P188(12D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P125(33F/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1760 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 25|26|27 Critical blocker unavailable yield tiles: 27 Critical blocker yield-tile occupants: 248 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1760 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 868 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[248]: P248(29D/LEFT/MOVING_IN_AISLE@tile27) -> P317(28D/LEFT/WAITING_AT_ROW@tile28) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P317->28D(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P248{seat=29D,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=27,directBlocker=317,lastMoveTick=819,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 25|26|27 Current unavailable yield tiles: 27 Current yield-tile occupants: 248 Final row-event chain: 228|248|317 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2044\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1763\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 29 | standardDataset=281/324 (86.73%) | lastRowOnlyRiskDispersionDataset=281/324 (86.73%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=4 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | lastRowOnlyRiskDispersionWorse=false | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | lastRowOnlyRiskDispersionFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 35 LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST ============================================================ Date/Time: 2026-07-17 01:14:52 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 30 Scenario seed: 5249212615519802112 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.25% Blocker-prone seat share (topology component): 73.44% Aisle-assignment balance: 95.83% OUTCOME ------- Status: SUCCESS Completed ticks: 709 Passengers seated: 192/192 Average waiting ticks: 307.93 Longest waiting passenger: P48->22G(RIGHT) Longest waiting ticks: 650 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1296 Maximum occupied tiles: 10 Seat events: 92 Single-blocker events: 21 Multiple-blocker events: 4 Temporary aisle reoccupations: 31 RIGHT AISLE ----------- Total moves: 1429 Maximum occupied tiles: 10 Seat events: 100 Single-blocker events: 18 Multiple-blocker events: 12 Temporary aisle reoccupations: 44 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 103 Reservations granted: 103 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3560 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4372 Total stationary ticks: 62112 Seat-event requests: 197 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 405 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 405 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 197\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 35 LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST ============================================================ Date/Time: 2026-07-17 01:14:52 Experiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 30 Scenario seed: 5249212615519802112 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: LAST_ROW_ONLY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.25% Blocker-prone seat share (topology component): 73.44% Aisle-assignment balance: 95.83% OUTCOME ------- Status: SUCCESS Completed ticks: 709 Passengers seated: 192/192 Average waiting ticks: 307.93 Longest waiting passenger: P48->22G(RIGHT) Longest waiting ticks: 650 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1296 Maximum occupied tiles: 10 Seat events: 92 Single-blocker events: 21 Multiple-blocker events: 4 Temporary aisle reoccupations: 31 RIGHT AISLE ----------- Total moves: 1429 Maximum occupied tiles: 10 Seat events: 100 Single-blocker events: 18 Multiple-blocker events: 12 Temporary aisle reoccupations: 44 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 103 Reservations granted: 103 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3560 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4372 Total stationary ticks: 62112 Seat-event requests: 197 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 405 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 405 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 197\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 30 | standardDataset=192/192 (100.00%) | lastRowOnlyRiskDispersionDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | lastRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | lastRowOnlyRiskDispersionFamily=COMPLETE_CABIN ************************************************************ BATCH EXPERIMENT SUMMARY RESEARCH EXPERIMENT 35 LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST ************************************************************ Experiment seed: 2783790101901 Scenarios executed: 60 Successful completions: 50 Incomplete/MAX_TICKS: 10 Average completed ticks: 1263.35 Average waiting ticks: 462.34 ************************************************************ ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 36 PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST ============================================================ Date/Time: 2026-07-17 01:20:36 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 1 Scenario seed: 1522538501425421570 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.19% Blocker-prone seat share (topology component): 60.53% Aisle-assignment balance: 100.00% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2716 Passengers seated: 340/342 Average waiting ticks: 570.95 Longest waiting passenger: P257->35A(LEFT) Longest waiting ticks: 2655 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2987 Maximum occupied tiles: 14 Seat events: 169 Single-blocker events: 39 Multiple-blocker events: 19 Temporary aisle reoccupations: 79 RIGHT AISLE ----------- Total moves: 2972 Maximum occupied tiles: 14 Seat events: 171 Single-blocker events: 44 Multiple-blocker events: 22 Temporary aisle reoccupations: 92 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 145 Reservations granted: 138 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 2 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7675 Longest unresolved passenger ID: 238 Longest unresolved row: 35 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P238(35G/LEFT) -> P257(35A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 238 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 12544 Total stationary ticks: 203516 Seat-event requests: 1885 Failed seat-event starts: 1545 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 257 Critical blocker identity: P257->35A(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P257(35A/LEFT/WAITING_FOR_SEAT_EVENT) P238(35G/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1534 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 36|37 Critical blocker unavailable yield tiles: 37 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 11 Rear-boundary failures: 1534 Middle-bank reservation failures: 7 Active-event deferrals: 879 Simultaneous arbitration losses: 2 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 36|37 Current unavailable yield tiles: 37 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1894\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 6\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 36 PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST ============================================================ Date/Time: 2026-07-17 01:20:36 Experiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 1 Scenario seed: 1522538501425421570 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.19% Blocker-prone seat share (topology component): 60.53% Aisle-assignment balance: 100.00% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2715 Passengers seated: 340/342 Average waiting ticks: 570.97 Longest waiting passenger: P257->35A(LEFT) Longest waiting ticks: 2665 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2987 Maximum occupied tiles: 13 Seat events: 169 Single-blocker events: 39 Multiple-blocker events: 19 Temporary aisle reoccupations: 79 RIGHT AISLE ----------- Total moves: 2972 Maximum occupied tiles: 14 Seat events: 171 Single-blocker events: 44 Multiple-blocker events: 22 Temporary aisle reoccupations: 92 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 145 Reservations granted: 138 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 2 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7676 Longest unresolved passenger ID: 238 Longest unresolved row: 35 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P238(35G/LEFT) -> P257(35A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 238 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 12518 Total stationary ticks: 203487 Seat-event requests: 1886 Failed seat-event starts: 1546 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 257 Critical blocker identity: P257->35A(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P257(35A/LEFT/WAITING_FOR_SEAT_EVENT) P238(35G/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1535 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 36|37 Critical blocker unavailable yield tiles: 37 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 11 Rear-boundary failures: 1535 Middle-bank reservation failures: 7 Active-event deferrals: 886 Simultaneous arbitration losses: 2 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 36|37 Current unavailable yield tiles: 37 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1895\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 6\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 01 | standardDataset=340/342 (99.42%) | penultimateRowOnlyRiskDispersionDataset=340/342 (99.42%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | penultimateRowOnlyRiskDispersionWorse=false | standardFamily=REAR_BOUNDARY_LOCK | penultimateRowOnlyRiskDispersionFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 36 PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST ============================================================ Date/Time: 2026-07-17 01:20:36 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 2 Scenario seed: 6774359765354740939 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 29.57% Blocker-prone seat share (topology component): 66.96% Aisle-assignment balance: 99.13% OUTCOME ------- Status: SUCCESS Completed ticks: 834 Passengers seated: 230/230 Average waiting ticks: 373.20 Longest waiting passenger: P119->32I(RIGHT) Longest waiting ticks: 770 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles19-21:occupied=3:anchor=P154:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 9 Regions dissolved: 1 Repeated reconstructions avoided: 9 Largest region lifetime: 10 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=10 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1824 Maximum occupied tiles: 11 Seat events: 114 Single-blocker events: 26 Multiple-blocker events: 8 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1907 Maximum occupied tiles: 16 Seat events: 116 Single-blocker events: 29 Multiple-blocker events: 7 Temporary aisle reoccupations: 43 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 85 Reservations granted: 83 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4846 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6113 Total stationary ticks: 90098 Seat-event requests: 241 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 645 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 1 Middle-bank reservation failures: 2 Active-event deferrals: 645 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 242\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 36 PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST ============================================================ Date/Time: 2026-07-17 01:20:36 Experiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 2 Scenario seed: 6774359765354740939 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 29.57% Blocker-prone seat share (topology component): 66.96% Aisle-assignment balance: 99.13% OUTCOME ------- Status: SUCCESS Completed ticks: 834 Passengers seated: 230/230 Average waiting ticks: 373.20 Longest waiting passenger: P119->32I(RIGHT) Longest waiting ticks: 770 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles19-21:occupied=3:anchor=P154:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 9 Regions dissolved: 1 Repeated reconstructions avoided: 9 Largest region lifetime: 10 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=10 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1824 Maximum occupied tiles: 11 Seat events: 114 Single-blocker events: 26 Multiple-blocker events: 8 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1907 Maximum occupied tiles: 16 Seat events: 116 Single-blocker events: 29 Multiple-blocker events: 7 Temporary aisle reoccupations: 43 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 85 Reservations granted: 83 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4846 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6113 Total stationary ticks: 90098 Seat-event requests: 241 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 645 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 1 Middle-bank reservation failures: 2 Active-event deferrals: 645 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 242\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 02 | standardDataset=230/230 (100.00%) | penultimateRowOnlyRiskDispersionDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | penultimateRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | penultimateRowOnlyRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 36 PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST ============================================================ Date/Time: 2026-07-17 01:20:36 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 3 Scenario seed: -2983169693602654470 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 96.45% OUTCOME ------- Status: SUCCESS Completed ticks: 1039 Passengers seated: 282/282 Average waiting ticks: 468.57 Longest waiting passenger: P91->7F(LEFT) Longest waiting ticks: 992 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2253 Maximum occupied tiles: 12 Seat events: 146 Single-blocker events: 40 Multiple-blocker events: 13 Temporary aisle reoccupations: 66 RIGHT AISLE ----------- Total moves: 2134 Maximum occupied tiles: 13 Seat events: 136 Single-blocker events: 43 Multiple-blocker events: 18 Temporary aisle reoccupations: 79 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 96 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5548 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6857 Total stationary ticks: 136804 Seat-event requests: 287 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 667 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 667 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 287\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 6\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 36 PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST ============================================================ Date/Time: 2026-07-17 01:20:36 Experiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 3 Scenario seed: -2983169693602654470 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 96.45% OUTCOME ------- Status: SUCCESS Completed ticks: 1039 Passengers seated: 282/282 Average waiting ticks: 468.28 Longest waiting passenger: P91->7F(LEFT) Longest waiting ticks: 992 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2253 Maximum occupied tiles: 12 Seat events: 146 Single-blocker events: 40 Multiple-blocker events: 13 Temporary aisle reoccupations: 66 RIGHT AISLE ----------- Total moves: 2134 Maximum occupied tiles: 13 Seat events: 136 Single-blocker events: 43 Multiple-blocker events: 18 Temporary aisle reoccupations: 79 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 96 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5577 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6880 Total stationary ticks: 136746 Seat-event requests: 287 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 666 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 666 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 287\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 6\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 03 | standardDataset=282/282 (100.00%) | penultimateRowOnlyRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | penultimateRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | penultimateRowOnlyRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 36 PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST ============================================================ Date/Time: 2026-07-17 01:20:36 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 4 Scenario seed: -6788409386054383278 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.05% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 96.32% OUTCOME ------- Status: SUCCESS Completed ticks: 1294 Passengers seated: 353/353 Average waiting ticks: 582.42 Longest waiting passenger: P234->29F(LEFT) Longest waiting ticks: 1243 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R3:age=2:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 28 Maximum simultaneous active regions: 2 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=9 Confirmation deferral ticks: 4 Regions reaching confirmation: 0 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3274 Maximum occupied tiles: 14 Seat events: 183 Single-blocker events: 59 Multiple-blocker events: 24 Temporary aisle reoccupations: 111 RIGHT AISLE ----------- Total moves: 2915 Maximum occupied tiles: 13 Seat events: 170 Single-blocker events: 47 Multiple-blocker events: 26 Temporary aisle reoccupations: 102 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 150 Reservations granted: 150 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7935 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9847 Total stationary ticks: 212498 Seat-event requests: 379 Failed seat-event starts: 26 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 931 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 26 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 931 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 379\nPrecedence substitutions made: 7\nDependency chains followed: 9\nBlocked by waiting-row occupant: 9\nSubstituted events started: 8\nOccupied-space rejections: 32\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 36 PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST ============================================================ Date/Time: 2026-07-17 01:20:36 Experiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 4 Scenario seed: -6788409386054383278 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 28.05% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 96.32% OUTCOME ------- Status: SUCCESS Completed ticks: 1294 Passengers seated: 353/353 Average waiting ticks: 582.42 Longest waiting passenger: P234->29F(LEFT) Longest waiting ticks: 1243 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R3:age=2:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 28 Maximum simultaneous active regions: 2 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=9 Confirmation deferral ticks: 4 Regions reaching confirmation: 0 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3274 Maximum occupied tiles: 14 Seat events: 183 Single-blocker events: 59 Multiple-blocker events: 24 Temporary aisle reoccupations: 111 RIGHT AISLE ----------- Total moves: 2915 Maximum occupied tiles: 13 Seat events: 170 Single-blocker events: 47 Multiple-blocker events: 26 Temporary aisle reoccupations: 102 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 150 Reservations granted: 150 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7935 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9847 Total stationary ticks: 212498 Seat-event requests: 379 Failed seat-event starts: 26 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 931 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 26 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 931 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 379\nPrecedence substitutions made: 7\nDependency chains followed: 9\nBlocked by waiting-row occupant: 9\nSubstituted events started: 8\nOccupied-space rejections: 32\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 04 | standardDataset=353/353 (100.00%) | penultimateRowOnlyRiskDispersionDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | penultimateRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | penultimateRowOnlyRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 36 PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST ============================================================ Date/Time: 2026-07-17 01:20:36 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 5 Scenario seed: -1539455759581144283 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.09% Blocker-prone seat share (topology component): 59.26% Aisle-assignment balance: 100.00% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2648 Passengers seated: 321/324 Average waiting ticks: 542.01 Longest waiting passenger: P76->29D(RIGHT) Longest waiting ticks: 2589 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 3 Selected release potential total: 4 Last cluster decision: LEFT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 48 Regions dissolved: 3 Repeated reconstructions avoided: 48 Largest region lifetime: 28 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=28 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2993 Maximum occupied tiles: 17 Seat events: 162 Single-blocker events: 44 Multiple-blocker events: 20 Temporary aisle reoccupations: 89 RIGHT AISLE ----------- Total moves: 2686 Maximum occupied tiles: 13 Seat events: 159 Single-blocker events: 46 Multiple-blocker events: 16 Temporary aisle reoccupations: 79 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1677 Reservations granted: 1677 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7409 Longest unresolved passenger ID: 120 Longest unresolved row: 34 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P120(34F/RIGHT) -> P155(33H/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 120 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 13802 Total stationary ticks: 183765 Seat-event requests: 1871 Failed seat-event starts: 1550 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 155 Critical blocker identity: P155->33H(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P155(33H/RIGHT/WAITING_FOR_SEAT_EVENT) P120(34F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1550 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1550 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 803 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_SPACE_AVAILABLE Final snapshot prerequisite: YIELD_SPACE_AVAILABLE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: YIELD_SPACE_AVAILABLE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1869\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 6\nOccupied-space rejections: 1553\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 36 PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST ============================================================ Date/Time: 2026-07-17 01:20:36 Experiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 5 Scenario seed: -1539455759581144283 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 28.09% Blocker-prone seat share (topology component): 59.26% Aisle-assignment balance: 100.00% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2648 Passengers seated: 321/324 Average waiting ticks: 542.01 Longest waiting passenger: P76->29D(RIGHT) Longest waiting ticks: 2589 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 3 Selected release potential total: 4 Last cluster decision: LEFT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 48 Regions dissolved: 3 Repeated reconstructions avoided: 48 Largest region lifetime: 28 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=28 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2993 Maximum occupied tiles: 17 Seat events: 162 Single-blocker events: 44 Multiple-blocker events: 20 Temporary aisle reoccupations: 89 RIGHT AISLE ----------- Total moves: 2686 Maximum occupied tiles: 13 Seat events: 159 Single-blocker events: 46 Multiple-blocker events: 16 Temporary aisle reoccupations: 79 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1677 Reservations granted: 1677 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7409 Longest unresolved passenger ID: 120 Longest unresolved row: 34 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P120(34F/RIGHT) -> P155(33H/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 120 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 13802 Total stationary ticks: 183765 Seat-event requests: 1871 Failed seat-event starts: 1550 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 155 Critical blocker identity: P155->33H(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P155(33H/RIGHT/WAITING_FOR_SEAT_EVENT) P120(34F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1550 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1550 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 803 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_SPACE_AVAILABLE Final snapshot prerequisite: YIELD_SPACE_AVAILABLE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: YIELD_SPACE_AVAILABLE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1869\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 6\nOccupied-space rejections: 1553\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 05 | standardDataset=321/324 (99.07%) | penultimateRowOnlyRiskDispersionDataset=321/324 (99.07%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=2 | clusterStarts=3 | convertedToSuccess=false | penultimateRowOnlyRiskDispersionWorse=false | standardFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL | penultimateRowOnlyRiskDispersionFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 36 PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST ============================================================ Date/Time: 2026-07-17 01:20:36 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 6 Scenario seed: 7742126381252513624 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.66% Blocker-prone seat share (topology component): 67.15% Aisle-assignment balance: 97.81% OUTCOME ------- Status: SUCCESS Completed ticks: 976 Passengers seated: 274/274 Average waiting ticks: 447.86 Longest waiting passenger: P149->11B(LEFT) Longest waiting ticks: 959 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 6 Selected release potential total: 5 Last cluster decision: LEFT:tiles16-20:occupied=5:anchor=P131:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 32 Regions dissolved: 1 Repeated reconstructions avoided: 32 Largest region lifetime: 33 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=33 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2259 Maximum occupied tiles: 14 Seat events: 140 Single-blocker events: 41 Multiple-blocker events: 13 Temporary aisle reoccupations: 67 RIGHT AISLE ----------- Total moves: 2028 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 42 Multiple-blocker events: 13 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 97 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5804 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7222 Total stationary ticks: 127794 Seat-event requests: 286 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 642 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 642 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 289\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 36 PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST ============================================================ Date/Time: 2026-07-17 01:20:36 Experiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 6 Scenario seed: 7742126381252513624 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.66% Blocker-prone seat share (topology component): 67.15% Aisle-assignment balance: 97.81% OUTCOME ------- Status: SUCCESS Completed ticks: 976 Passengers seated: 274/274 Average waiting ticks: 447.86 Longest waiting passenger: P149->11B(LEFT) Longest waiting ticks: 959 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 6 Selected release potential total: 5 Last cluster decision: LEFT:tiles16-20:occupied=5:anchor=P131:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 32 Regions dissolved: 1 Repeated reconstructions avoided: 32 Largest region lifetime: 33 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=33 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2259 Maximum occupied tiles: 14 Seat events: 140 Single-blocker events: 41 Multiple-blocker events: 13 Temporary aisle reoccupations: 67 RIGHT AISLE ----------- Total moves: 2028 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 42 Multiple-blocker events: 13 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 97 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5804 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7222 Total stationary ticks: 127794 Seat-event requests: 286 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 642 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 642 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 289\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 06 | standardDataset=274/274 (100.00%) | penultimateRowOnlyRiskDispersionDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=2 | convertedToSuccess=false | penultimateRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | penultimateRowOnlyRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 36 PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST ============================================================ Date/Time: 2026-07-17 01:20:36 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 7 Scenario seed: 7812629052322237302 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 245 Occupancy: 85% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 69.80% Aisle-assignment balance: 93.06% OUTCOME ------- Status: SUCCESS Completed ticks: 929 Passengers seated: 245/245 Average waiting ticks: 398.22 Longest waiting passenger: P129->29C(LEFT) Longest waiting ticks: 875 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 3 Selected release potential total: 4 Last cluster decision: LEFT:tiles13-15:occupied=3:anchor=P13:selected=P74:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 33 Regions dissolved: 2 Repeated reconstructions avoided: 33 Largest region lifetime: 21 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=21 Confirmation deferral ticks: 3 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1992 Maximum occupied tiles: 12 Seat events: 131 Single-blocker events: 39 Multiple-blocker events: 13 Temporary aisle reoccupations: 65 RIGHT AISLE ----------- Total moves: 1826 Maximum occupied tiles: 13 Seat events: 114 Single-blocker events: 37 Multiple-blocker events: 7 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 81 Reservations granted: 81 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4946 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6097 Total stationary ticks: 101759 Seat-event requests: 261 Failed seat-event starts: 16 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 578 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 16 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 578 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 259\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 9\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 36 PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST ============================================================ Date/Time: 2026-07-17 01:20:36 Experiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 7 Scenario seed: 7812629052322237302 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 245 Occupancy: 85% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 69.80% Aisle-assignment balance: 93.06% OUTCOME ------- Status: SUCCESS Completed ticks: 929 Passengers seated: 245/245 Average waiting ticks: 398.27 Longest waiting passenger: P129->29C(LEFT) Longest waiting ticks: 875 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 3 Selected release potential total: 4 Last cluster decision: LEFT:tiles13-15:occupied=3:anchor=P13:selected=P74:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 33 Regions dissolved: 2 Repeated reconstructions avoided: 33 Largest region lifetime: 21 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=21 Confirmation deferral ticks: 3 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1992 Maximum occupied tiles: 12 Seat events: 131 Single-blocker events: 39 Multiple-blocker events: 13 Temporary aisle reoccupations: 65 RIGHT AISLE ----------- Total moves: 1826 Maximum occupied tiles: 13 Seat events: 114 Single-blocker events: 37 Multiple-blocker events: 7 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 81 Reservations granted: 81 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4936 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6095 Total stationary ticks: 101759 Seat-event requests: 261 Failed seat-event starts: 16 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 586 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 16 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 586 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 259\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 9\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 07 | standardDataset=245/245 (100.00%) | penultimateRowOnlyRiskDispersionDataset=245/245 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | penultimateRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | penultimateRowOnlyRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 36 PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST ============================================================ Date/Time: 2026-07-17 01:20:36 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 8 Scenario seed: 8571474473319374705 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 1005 Passengers seated: 282/282 Average waiting ticks: 469.83 Longest waiting passenger: P97->18I(RIGHT) Longest waiting ticks: 959 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 3 Executable cluster candidates: 3 Rejected cluster candidates: 0 Cluster selections: 3 Cluster-selected events started: 4 Largest detected cluster: 4 Selected release potential total: 7 Last cluster decision: RIGHT:tiles16-19:occupied=3:anchor=P38:selected=P122:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 26 Regions dissolved: 3 Repeated reconstructions avoided: 26 Largest region lifetime: 11 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=9 Confirmation deferral ticks: 6 Regions reaching confirmation: 3 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2233 Maximum occupied tiles: 15 Seat events: 140 Single-blocker events: 37 Multiple-blocker events: 9 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 2168 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 39 Multiple-blocker events: 14 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 99 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5578 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7004 Total stationary ticks: 137204 Seat-event requests: 300 Failed seat-event starts: 18 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 768 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 18 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 768 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 8\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 36 PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST ============================================================ Date/Time: 2026-07-17 01:20:36 Experiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 8 Scenario seed: 8571474473319374705 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 1005 Passengers seated: 282/282 Average waiting ticks: 469.83 Longest waiting passenger: P97->18I(RIGHT) Longest waiting ticks: 959 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 3 Executable cluster candidates: 3 Rejected cluster candidates: 0 Cluster selections: 3 Cluster-selected events started: 4 Largest detected cluster: 4 Selected release potential total: 7 Last cluster decision: RIGHT:tiles16-19:occupied=3:anchor=P38:selected=P122:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 26 Regions dissolved: 3 Repeated reconstructions avoided: 26 Largest region lifetime: 11 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=9 Confirmation deferral ticks: 6 Regions reaching confirmation: 3 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2233 Maximum occupied tiles: 15 Seat events: 140 Single-blocker events: 37 Multiple-blocker events: 9 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 2168 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 39 Multiple-blocker events: 14 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 99 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5578 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7004 Total stationary ticks: 137204 Seat-event requests: 300 Failed seat-event starts: 18 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 768 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 18 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 768 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 8\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 08 | standardDataset=282/282 (100.00%) | penultimateRowOnlyRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=3 | clusterStarts=4 | convertedToSuccess=false | penultimateRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | penultimateRowOnlyRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 36 PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST ============================================================ Date/Time: 2026-07-17 01:20:37 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 9 Scenario seed: -5079532308886993201 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.05% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 96.32% OUTCOME ------- Status: SUCCESS Completed ticks: 1297 Passengers seated: 353/353 Average waiting ticks: 586.85 Longest waiting passenger: P11->7D(RIGHT) Longest waiting ticks: 1233 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 5 Last cluster decision: LEFT:tiles27-30:occupied=3:anchor=P73:selected=P121:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 46 Regions dissolved: 3 Repeated reconstructions avoided: 46 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=9 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3024 Maximum occupied tiles: 13 Seat events: 170 Single-blocker events: 62 Multiple-blocker events: 22 Temporary aisle reoccupations: 112 RIGHT AISLE ----------- Total moves: 3132 Maximum occupied tiles: 15 Seat events: 183 Single-blocker events: 51 Multiple-blocker events: 24 Temporary aisle reoccupations: 106 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 158 Reservations granted: 158 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7652 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9386 Total stationary ticks: 213688 Seat-event requests: 381 Failed seat-event starts: 28 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 838 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 28 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 838 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 379\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 7\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 36 PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST ============================================================ Date/Time: 2026-07-17 01:20:37 Experiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 9 Scenario seed: -5079532308886993201 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 28.05% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 96.32% OUTCOME ------- Status: SUCCESS Completed ticks: 1297 Passengers seated: 353/353 Average waiting ticks: 586.85 Longest waiting passenger: P11->7D(RIGHT) Longest waiting ticks: 1233 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 5 Last cluster decision: LEFT:tiles27-30:occupied=3:anchor=P73:selected=P121:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 46 Regions dissolved: 3 Repeated reconstructions avoided: 46 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=9 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3024 Maximum occupied tiles: 13 Seat events: 170 Single-blocker events: 62 Multiple-blocker events: 22 Temporary aisle reoccupations: 112 RIGHT AISLE ----------- Total moves: 3132 Maximum occupied tiles: 15 Seat events: 183 Single-blocker events: 51 Multiple-blocker events: 24 Temporary aisle reoccupations: 106 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 158 Reservations granted: 158 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7652 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9386 Total stationary ticks: 213688 Seat-event requests: 381 Failed seat-event starts: 28 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 838 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 28 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 838 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 379\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 7\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 09 | standardDataset=353/353 (100.00%) | penultimateRowOnlyRiskDispersionDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | penultimateRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | penultimateRowOnlyRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 36 PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST ============================================================ Date/Time: 2026-07-17 01:20:37 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 10 Scenario seed: -5958035683947804296 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 874 Passengers seated: 235/235 Average waiting ticks: 396.99 Longest waiting passenger: P145->27H(RIGHT) Longest waiting ticks: 820 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1708 Maximum occupied tiles: 11 Seat events: 115 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 1728 Maximum occupied tiles: 10 Seat events: 120 Single-blocker events: 34 Multiple-blocker events: 13 Temporary aisle reoccupations: 63 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 127 Reservations granted: 121 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4162 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5219 Total stationary ticks: 96696 Seat-event requests: 239 Failed seat-event starts: 4 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 540 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 4 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 36 PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST ============================================================ Date/Time: 2026-07-17 01:20:37 Experiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 10 Scenario seed: -5958035683947804296 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 874 Passengers seated: 235/235 Average waiting ticks: 396.99 Longest waiting passenger: P145->27H(RIGHT) Longest waiting ticks: 820 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1708 Maximum occupied tiles: 11 Seat events: 115 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 1728 Maximum occupied tiles: 10 Seat events: 120 Single-blocker events: 34 Multiple-blocker events: 13 Temporary aisle reoccupations: 63 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 127 Reservations granted: 121 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4162 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5219 Total stationary ticks: 96696 Seat-event requests: 239 Failed seat-event starts: 4 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 540 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 4 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 10 | standardDataset=235/235 (100.00%) | penultimateRowOnlyRiskDispersionDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | penultimateRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | penultimateRowOnlyRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 36 PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST ============================================================ Date/Time: 2026-07-17 01:20:37 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 11 Scenario seed: -1147877779561771185 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.85% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 96.88% OUTCOME ------- Status: SUCCESS Completed ticks: 709 Passengers seated: 192/192 Average waiting ticks: 309.80 Longest waiting passenger: P7->27F(LEFT) Longest waiting ticks: 650 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 16 Regions dissolved: 2 Repeated reconstructions avoided: 16 Largest region lifetime: 14 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=4 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1362 Maximum occupied tiles: 11 Seat events: 99 Single-blocker events: 30 Multiple-blocker events: 8 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1394 Maximum occupied tiles: 12 Seat events: 93 Single-blocker events: 26 Multiple-blocker events: 3 Temporary aisle reoccupations: 32 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 101 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3726 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4717 Total stationary ticks: 62697 Seat-event requests: 199 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 486 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 486 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 199\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 36 PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST ============================================================ Date/Time: 2026-07-17 01:20:37 Experiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 11 Scenario seed: -1147877779561771185 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.85% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 96.88% OUTCOME ------- Status: SUCCESS Completed ticks: 709 Passengers seated: 192/192 Average waiting ticks: 309.80 Longest waiting passenger: P7->27F(LEFT) Longest waiting ticks: 650 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 16 Regions dissolved: 2 Repeated reconstructions avoided: 16 Largest region lifetime: 14 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=4 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1362 Maximum occupied tiles: 11 Seat events: 99 Single-blocker events: 30 Multiple-blocker events: 8 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1394 Maximum occupied tiles: 12 Seat events: 93 Single-blocker events: 26 Multiple-blocker events: 3 Temporary aisle reoccupations: 32 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 101 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3726 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4717 Total stationary ticks: 62697 Seat-event requests: 199 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 486 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 486 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 199\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 11 | standardDataset=192/192 (100.00%) | penultimateRowOnlyRiskDispersionDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | penultimateRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | penultimateRowOnlyRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 36 PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST ============================================================ Date/Time: 2026-07-17 01:20:37 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 12 Scenario seed: -1419555593767643522 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.88% Blocker-prone seat share (topology component): 74.02% Aisle-assignment balance: 99.02% OUTCOME ------- Status: SUCCESS Completed ticks: 721 Passengers seated: 204/204 Average waiting ticks: 326.59 Longest waiting passenger: P101->2C(LEFT) Longest waiting ticks: 684 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles24-26:occupied=3:anchor=P133:selected=P94:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1503 Maximum occupied tiles: 12 Seat events: 103 Single-blocker events: 22 Multiple-blocker events: 9 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1416 Maximum occupied tiles: 10 Seat events: 101 Single-blocker events: 17 Multiple-blocker events: 10 Temporary aisle reoccupations: 39 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 110 Reservations granted: 110 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3837 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4685 Total stationary ticks: 69817 Seat-event requests: 214 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 438 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 438 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 213\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 36 PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST ============================================================ Date/Time: 2026-07-17 01:20:37 Experiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 12 Scenario seed: -1419555593767643522 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.88% Blocker-prone seat share (topology component): 74.02% Aisle-assignment balance: 99.02% OUTCOME ------- Status: SUCCESS Completed ticks: 721 Passengers seated: 204/204 Average waiting ticks: 326.59 Longest waiting passenger: P101->2C(LEFT) Longest waiting ticks: 684 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles24-26:occupied=3:anchor=P133:selected=P94:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1503 Maximum occupied tiles: 12 Seat events: 103 Single-blocker events: 22 Multiple-blocker events: 9 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1416 Maximum occupied tiles: 10 Seat events: 101 Single-blocker events: 17 Multiple-blocker events: 10 Temporary aisle reoccupations: 39 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 110 Reservations granted: 110 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3837 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4685 Total stationary ticks: 69817 Seat-event requests: 214 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 438 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 438 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 213\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 12 | standardDataset=204/204 (100.00%) | penultimateRowOnlyRiskDispersionDataset=204/204 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | penultimateRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | penultimateRowOnlyRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 36 PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST ============================================================ Date/Time: 2026-07-17 01:20:37 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 13 Scenario seed: -7851773457640452136 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.39% Blocker-prone seat share (topology component): 66.06% Aisle-assignment balance: 95.62% OUTCOME ------- Status: SUCCESS Completed ticks: 1010 Passengers seated: 274/274 Average waiting ticks: 449.14 Longest waiting passenger: P104->19D(RIGHT) Longest waiting ticks: 949 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1978 Maximum occupied tiles: 14 Seat events: 131 Single-blocker events: 27 Multiple-blocker events: 16 Temporary aisle reoccupations: 59 RIGHT AISLE ----------- Total moves: 2277 Maximum occupied tiles: 13 Seat events: 143 Single-blocker events: 29 Multiple-blocker events: 19 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 93 Reservations granted: 93 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5688 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7086 Total stationary ticks: 127972 Seat-event requests: 283 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 716 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 716 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 283\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 36 PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST ============================================================ Date/Time: 2026-07-17 01:20:37 Experiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 13 Scenario seed: -7851773457640452136 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.39% Blocker-prone seat share (topology component): 66.06% Aisle-assignment balance: 95.62% OUTCOME ------- Status: SUCCESS Completed ticks: 1010 Passengers seated: 274/274 Average waiting ticks: 449.14 Longest waiting passenger: P104->19D(RIGHT) Longest waiting ticks: 949 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1978 Maximum occupied tiles: 14 Seat events: 131 Single-blocker events: 27 Multiple-blocker events: 16 Temporary aisle reoccupations: 59 RIGHT AISLE ----------- Total moves: 2277 Maximum occupied tiles: 13 Seat events: 143 Single-blocker events: 29 Multiple-blocker events: 19 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 93 Reservations granted: 93 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5688 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7086 Total stationary ticks: 127972 Seat-event requests: 283 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 716 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 716 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 283\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 13 | standardDataset=274/274 (100.00%) | penultimateRowOnlyRiskDispersionDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | penultimateRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | penultimateRowOnlyRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 36 PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST ============================================================ Date/Time: 2026-07-17 01:20:37 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 14 Scenario seed: -2266351266638417809 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.10% Blocker-prone seat share (topology component): 57.84% Aisle-assignment balance: 95.42% OUTCOME ------- Status: SUCCESS Completed ticks: 1130 Passengers seated: 306/306 Average waiting ticks: 500.87 Longest waiting passenger: P81->12D(LEFT) Longest waiting ticks: 1059 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 7 Selected release potential total: 10 Last cluster decision: RIGHT:region=R4:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 59 Regions dissolved: 4 Repeated reconstructions avoided: 59 Largest region lifetime: 35 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=8 Confirmation deferral ticks: 6 Regions reaching confirmation: 2 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2638 Maximum occupied tiles: 12 Seat events: 160 Single-blocker events: 50 Multiple-blocker events: 25 Temporary aisle reoccupations: 104 RIGHT AISLE ----------- Total moves: 2661 Maximum occupied tiles: 14 Seat events: 146 Single-blocker events: 42 Multiple-blocker events: 16 Temporary aisle reoccupations: 77 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 137 Reservations granted: 135 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6785 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8504 Total stationary ticks: 159242 Seat-event requests: 329 Failed seat-event starts: 23 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 770 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 23 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 770 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 329\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 25\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 36 PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST ============================================================ Date/Time: 2026-07-17 01:20:37 Experiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 14 Scenario seed: -2266351266638417809 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 28.10% Blocker-prone seat share (topology component): 57.84% Aisle-assignment balance: 95.42% OUTCOME ------- Status: SUCCESS Completed ticks: 1130 Passengers seated: 306/306 Average waiting ticks: 500.87 Longest waiting passenger: P81->12D(LEFT) Longest waiting ticks: 1059 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 7 Selected release potential total: 10 Last cluster decision: RIGHT:region=R4:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 59 Regions dissolved: 4 Repeated reconstructions avoided: 59 Largest region lifetime: 35 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=8 Confirmation deferral ticks: 6 Regions reaching confirmation: 2 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2638 Maximum occupied tiles: 12 Seat events: 160 Single-blocker events: 50 Multiple-blocker events: 25 Temporary aisle reoccupations: 104 RIGHT AISLE ----------- Total moves: 2661 Maximum occupied tiles: 14 Seat events: 146 Single-blocker events: 42 Multiple-blocker events: 16 Temporary aisle reoccupations: 77 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 137 Reservations granted: 135 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6785 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8504 Total stationary ticks: 159242 Seat-event requests: 329 Failed seat-event starts: 23 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 770 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 23 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 770 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 329\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 25\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 14 | standardDataset=306/306 (100.00%) | penultimateRowOnlyRiskDispersionDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=4 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | penultimateRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | penultimateRowOnlyRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 36 PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST ============================================================ Date/Time: 2026-07-17 01:20:37 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 15 Scenario seed: -2981123562452203872 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 74.54% Aisle-assignment balance: 91.67% OUTCOME ------- Status: SUCCESS Completed ticks: 827 Passengers seated: 216/216 Average waiting ticks: 352.35 Longest waiting passenger: P41->23D(LEFT) Longest waiting ticks: 777 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1633 Maximum occupied tiles: 11 Seat events: 117 Single-blocker events: 31 Multiple-blocker events: 12 Temporary aisle reoccupations: 56 RIGHT AISLE ----------- Total moves: 1499 Maximum occupied tiles: 12 Seat events: 99 Single-blocker events: 22 Multiple-blocker events: 5 Temporary aisle reoccupations: 35 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 118 Reservations granted: 110 Reservations denied/waited: 8 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4072 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5134 Total stationary ticks: 79643 Seat-event requests: 220 Failed seat-event starts: 4 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 467 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 4 Rear-boundary failures: 0 Middle-bank reservation failures: 8 Active-event deferrals: 467 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 229\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 36 PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST ============================================================ Date/Time: 2026-07-17 01:20:37 Experiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 15 Scenario seed: -2981123562452203872 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 74.54% Aisle-assignment balance: 91.67% OUTCOME ------- Status: SUCCESS Completed ticks: 827 Passengers seated: 216/216 Average waiting ticks: 352.35 Longest waiting passenger: P41->23D(LEFT) Longest waiting ticks: 777 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1633 Maximum occupied tiles: 11 Seat events: 117 Single-blocker events: 31 Multiple-blocker events: 12 Temporary aisle reoccupations: 56 RIGHT AISLE ----------- Total moves: 1499 Maximum occupied tiles: 12 Seat events: 99 Single-blocker events: 22 Multiple-blocker events: 5 Temporary aisle reoccupations: 35 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 118 Reservations granted: 110 Reservations denied/waited: 8 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4072 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5134 Total stationary ticks: 79643 Seat-event requests: 220 Failed seat-event starts: 4 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 467 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 4 Rear-boundary failures: 0 Middle-bank reservation failures: 8 Active-event deferrals: 467 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 229\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 15 | standardDataset=216/216 (100.00%) | penultimateRowOnlyRiskDispersionDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | penultimateRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | penultimateRowOnlyRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 36 PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST ============================================================ Date/Time: 2026-07-17 01:20:37 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 16 Scenario seed: 7615657183330099130 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 26.47% Blocker-prone seat share (topology component): 61.76% Aisle-assignment balance: 98.69% OUTCOME ------- Status: SUCCESS Completed ticks: 1120 Passengers seated: 306/306 Average waiting ticks: 522.28 Longest waiting passenger: P249->15B(LEFT) Longest waiting ticks: 1061 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 22 Regions dissolved: 2 Repeated reconstructions avoided: 22 Largest region lifetime: 13 Maximum simultaneous active regions: 2 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2760 Maximum occupied tiles: 11 Seat events: 155 Single-blocker events: 40 Multiple-blocker events: 17 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2552 Maximum occupied tiles: 11 Seat events: 151 Single-blocker events: 34 Multiple-blocker events: 19 Temporary aisle reoccupations: 74 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 131 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6164 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7555 Total stationary ticks: 164974 Seat-event requests: 326 Failed seat-event starts: 20 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 732 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 20 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 732 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 325\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 36 PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST ============================================================ Date/Time: 2026-07-17 01:20:37 Experiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 16 Scenario seed: 7615657183330099130 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 26.47% Blocker-prone seat share (topology component): 61.76% Aisle-assignment balance: 98.69% OUTCOME ------- Status: SUCCESS Completed ticks: 1120 Passengers seated: 306/306 Average waiting ticks: 522.28 Longest waiting passenger: P249->15B(LEFT) Longest waiting ticks: 1061 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 22 Regions dissolved: 2 Repeated reconstructions avoided: 22 Largest region lifetime: 13 Maximum simultaneous active regions: 2 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2760 Maximum occupied tiles: 11 Seat events: 155 Single-blocker events: 40 Multiple-blocker events: 17 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2552 Maximum occupied tiles: 11 Seat events: 151 Single-blocker events: 34 Multiple-blocker events: 19 Temporary aisle reoccupations: 74 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 131 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6164 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7555 Total stationary ticks: 164974 Seat-event requests: 326 Failed seat-event starts: 20 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 732 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 20 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 732 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 325\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 16 | standardDataset=306/306 (100.00%) | penultimateRowOnlyRiskDispersionDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | penultimateRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | penultimateRowOnlyRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 36 PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST ============================================================ Date/Time: 2026-07-17 01:20:37 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 17 Scenario seed: -589593398444675577 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.76% Blocker-prone seat share (topology component): 60.46% Aisle-assignment balance: 98.69% OUTCOME ------- Status: SUCCESS Completed ticks: 1092 Passengers seated: 306/306 Average waiting ticks: 503.19 Longest waiting passenger: P130->12G(LEFT) Longest waiting ticks: 1030 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2855 Maximum occupied tiles: 14 Seat events: 155 Single-blocker events: 36 Multiple-blocker events: 15 Temporary aisle reoccupations: 70 RIGHT AISLE ----------- Total moves: 2452 Maximum occupied tiles: 12 Seat events: 151 Single-blocker events: 38 Multiple-blocker events: 15 Temporary aisle reoccupations: 69 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 138 Reservations granted: 138 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6426 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7736 Total stationary ticks: 159435 Seat-event requests: 323 Failed seat-event starts: 17 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 665 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 17 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 665 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 323\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 36 PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST ============================================================ Date/Time: 2026-07-17 01:20:37 Experiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 17 Scenario seed: -589593398444675577 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 28.76% Blocker-prone seat share (topology component): 60.46% Aisle-assignment balance: 98.69% OUTCOME ------- Status: SUCCESS Completed ticks: 1092 Passengers seated: 306/306 Average waiting ticks: 503.19 Longest waiting passenger: P130->12G(LEFT) Longest waiting ticks: 1030 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2855 Maximum occupied tiles: 14 Seat events: 155 Single-blocker events: 36 Multiple-blocker events: 15 Temporary aisle reoccupations: 70 RIGHT AISLE ----------- Total moves: 2452 Maximum occupied tiles: 12 Seat events: 151 Single-blocker events: 38 Multiple-blocker events: 15 Temporary aisle reoccupations: 69 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 138 Reservations granted: 138 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6426 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7736 Total stationary ticks: 159435 Seat-event requests: 323 Failed seat-event starts: 17 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 665 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 17 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 665 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 323\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 17 | standardDataset=306/306 (100.00%) | penultimateRowOnlyRiskDispersionDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | penultimateRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | penultimateRowOnlyRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 36 PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST ============================================================ Date/Time: 2026-07-17 01:20:37 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 18 Scenario seed: 9189613142654246273 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 288 Occupancy: 80% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.08% Blocker-prone seat share (topology component): 59.72% Aisle-assignment balance: 92.36% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2607 Passengers seated: 264/288 Average waiting ticks: 486.74 Longest waiting passenger: P20->29E(RIGHT) Longest waiting ticks: 2565 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 27 Cluster candidates evaluated: 26 Executable cluster candidates: 1 Rejected cluster candidates: 25 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 24 Selected release potential total: 2 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 2122 Regions dissolved: 1 Repeated reconstructions avoided: 2122 Largest region lifetime: 2110 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2110:occupied=24 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1867 State changes reopening evaluation: 26 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2733 Maximum occupied tiles: 12 Seat events: 155 Single-blocker events: 44 Multiple-blocker events: 11 Temporary aisle reoccupations: 67 RIGHT AISLE ----------- Total moves: 2201 Maximum occupied tiles: 29 Seat events: 109 Single-blocker events: 34 Multiple-blocker events: 6 Temporary aisle reoccupations: 46 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 2019 Reservations granted: 2019 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 22 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 42103 Longest unresolved passenger ID: 97 Longest unresolved row: 36 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 19 Longest dependency chain: P134(15J/RIGHT) -> P139(27G/RIGHT) -> P119(29H/RIGHT) -> P195(16I/RIGHT) -> P244(16D/RIGHT) -> P116(25J/RIGHT) -> P91(25I/RIGHT) -> P49(24G/RIGHT) -> P120(21H/RIGHT) -> P53(33F/RIGHT) -> P275(29I/RIGHT) -> P72(25E/RIGHT) -> P92(27I/RIGHT) -> P83(31J/RIGHT) -> P40(33H/RIGHT) -> P255(29D/RIGHT) -> P284(30H/RIGHT) -> P82(32I/RIGHT) -> P20(29E/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 134 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 22 Total blocked ticks: 52556 Total stationary ticks: 186649 Seat-event requests: 2182 Failed seat-event starts: 1918 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 20 Critical blocker identity: P20->29E(RIGHT) Direct fan-out: 1 Total indirect descendants: 18 Critical tree size including blocker: 19 Critical tree depth: 19 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 24 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 5 Critical blocker tree: P20(29E/RIGHT/WAITING_FOR_SEAT_EVENT) P82(32I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P284(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P255(29D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P40(33H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P83(31J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P92(27I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P72(25E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P275(29I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P53(33F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P120(21H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P49(24G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P91(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P116(25J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P244(16D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P195(16I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P119(29H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P139(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P134(15J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1859 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: 145 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1859 Rear-boundary failures: 59 Middle-bank reservation failures: 0 Active-event deferrals: 861 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 5 Yield-occupant trace: yieldOccupant[145]: P145(33I/RIGHT/MOVING_IN_AISLE@tile31) -> P283(33J/RIGHT/MOVING_IN_AISLE@tile32) -> P202(35I/RIGHT/MOVING_IN_AISLE@tile33) -> P97(36J/RIGHT/MOVING_IN_AISLE@tile34) -> P99(35D/RIGHT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P99->35D(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P145{seat=33I,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=31,directBlocker=283,lastMoveTick=592,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: 145 Final row-event chain: 20|145|283|202|97|99 Final row-event chain length: 6 Distinct row events in chain: 6 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2181\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 1861\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 36 PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST ============================================================ Date/Time: 2026-07-17 01:20:37 Experiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 18 Scenario seed: 9189613142654246273 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 288 Occupancy: 80% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.08% Blocker-prone seat share (topology component): 59.72% Aisle-assignment balance: 92.36% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2607 Passengers seated: 264/288 Average waiting ticks: 486.74 Longest waiting passenger: P20->29E(RIGHT) Longest waiting ticks: 2565 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 27 Cluster candidates evaluated: 26 Executable cluster candidates: 1 Rejected cluster candidates: 25 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 24 Selected release potential total: 2 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 2122 Regions dissolved: 1 Repeated reconstructions avoided: 2122 Largest region lifetime: 2110 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2110:occupied=24 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1867 State changes reopening evaluation: 26 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2733 Maximum occupied tiles: 12 Seat events: 155 Single-blocker events: 44 Multiple-blocker events: 11 Temporary aisle reoccupations: 67 RIGHT AISLE ----------- Total moves: 2201 Maximum occupied tiles: 29 Seat events: 109 Single-blocker events: 34 Multiple-blocker events: 6 Temporary aisle reoccupations: 46 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 2019 Reservations granted: 2019 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 22 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 42103 Longest unresolved passenger ID: 97 Longest unresolved row: 36 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 19 Longest dependency chain: P134(15J/RIGHT) -> P139(27G/RIGHT) -> P119(29H/RIGHT) -> P195(16I/RIGHT) -> P244(16D/RIGHT) -> P116(25J/RIGHT) -> P91(25I/RIGHT) -> P49(24G/RIGHT) -> P120(21H/RIGHT) -> P53(33F/RIGHT) -> P275(29I/RIGHT) -> P72(25E/RIGHT) -> P92(27I/RIGHT) -> P83(31J/RIGHT) -> P40(33H/RIGHT) -> P255(29D/RIGHT) -> P284(30H/RIGHT) -> P82(32I/RIGHT) -> P20(29E/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 134 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 22 Total blocked ticks: 52556 Total stationary ticks: 186649 Seat-event requests: 2182 Failed seat-event starts: 1918 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 20 Critical blocker identity: P20->29E(RIGHT) Direct fan-out: 1 Total indirect descendants: 18 Critical tree size including blocker: 19 Critical tree depth: 19 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 24 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 5 Critical blocker tree: P20(29E/RIGHT/WAITING_FOR_SEAT_EVENT) P82(32I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P284(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P255(29D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P40(33H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P83(31J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P92(27I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P72(25E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P275(29I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P53(33F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P120(21H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P49(24G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P91(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P116(25J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P244(16D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P195(16I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P119(29H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P139(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P134(15J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1859 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: 145 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1859 Rear-boundary failures: 59 Middle-bank reservation failures: 0 Active-event deferrals: 861 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 5 Yield-occupant trace: yieldOccupant[145]: P145(33I/RIGHT/MOVING_IN_AISLE@tile31) -> P283(33J/RIGHT/MOVING_IN_AISLE@tile32) -> P202(35I/RIGHT/MOVING_IN_AISLE@tile33) -> P97(36J/RIGHT/MOVING_IN_AISLE@tile34) -> P99(35D/RIGHT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P99->35D(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P145{seat=33I,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=31,directBlocker=283,lastMoveTick=592,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: 145 Final row-event chain: 20|145|283|202|97|99 Final row-event chain length: 6 Distinct row events in chain: 6 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2181\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 1861\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 18 | standardDataset=264/288 (91.67%) | penultimateRowOnlyRiskDispersionDataset=264/288 (91.67%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | penultimateRowOnlyRiskDispersionWorse=false | standardFamily=MOVING_PASSENGER_YIELD_CHAIN | penultimateRowOnlyRiskDispersionFamily=MOVING_PASSENGER_YIELD_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 36 PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST ============================================================ Date/Time: 2026-07-17 01:20:37 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 19 Scenario seed: -37205220229494259 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.07% Blocker-prone seat share (topology component): 60.23% Aisle-assignment balance: 96.49% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2708 Passengers seated: 335/342 Average waiting ticks: 565.21 Longest waiting passenger: P76->35F(LEFT) Longest waiting ticks: 2668 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 5 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 7 Selected release potential total: 0 Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1653 Regions dissolved: 1 Repeated reconstructions avoided: 1653 Largest region lifetime: 1632 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1632:occupied=7 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1538 State changes reopening evaluation: 4 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2958 Maximum occupied tiles: 16 Seat events: 170 Single-blocker events: 36 Multiple-blocker events: 20 Temporary aisle reoccupations: 79 RIGHT AISLE ----------- Total moves: 2954 Maximum occupied tiles: 14 Seat events: 165 Single-blocker events: 38 Multiple-blocker events: 22 Temporary aisle reoccupations: 84 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1697 Reservations granted: 1695 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 6 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 10232 Longest unresolved passenger ID: 106 Longest unresolved row: 35 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 7 Longest dependency chain: P207(34C/LEFT) -> P200(36E/LEFT) -> P162(32B/LEFT) -> P18(33D/LEFT) -> P161(34B/LEFT) -> P106(35A/LEFT) -> P76(35F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 207 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 6 Total blocked ticks: 20384 Total stationary ticks: 209293 Seat-event requests: 1907 Failed seat-event starts: 1572 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 76 Critical blocker identity: P76->35F(LEFT) Direct fan-out: 1 Total indirect descendants: 6 Critical tree size including blocker: 7 Critical tree depth: 7 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 7 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P76(35F/LEFT/WAITING_FOR_SEAT_EVENT) P106(35A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P161(34B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P18(33D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P162(32B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P200(36E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P207(34C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1555 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 36|37 Critical blocker unavailable yield tiles: 37 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 17 Rear-boundary failures: 1555 Middle-bank reservation failures: 2 Active-event deferrals: 979 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 36|37 Current unavailable yield tiles: 37 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1909\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 36 PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST ============================================================ Date/Time: 2026-07-17 01:20:37 Experiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 19 Scenario seed: -37205220229494259 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 28.07% Blocker-prone seat share (topology component): 60.23% Aisle-assignment balance: 96.49% OUTCOME ------- Status: SUCCESS Completed ticks: 1243 Passengers seated: 342/342 Average waiting ticks: 561.40 Longest waiting passenger: P82->20G(LEFT) Longest waiting ticks: 1191 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 22 Regions dissolved: 1 Repeated reconstructions avoided: 22 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=23 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2973 Maximum occupied tiles: 15 Seat events: 177 Single-blocker events: 38 Multiple-blocker events: 22 Temporary aisle reoccupations: 85 RIGHT AISLE ----------- Total moves: 2954 Maximum occupied tiles: 14 Seat events: 165 Single-blocker events: 38 Multiple-blocker events: 22 Temporary aisle reoccupations: 84 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 145 Reservations granted: 143 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7590 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9458 Total stationary ticks: 198657 Seat-event requests: 359 Failed seat-event starts: 17 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 920 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 17 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 920 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 361\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 19\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 19 | standardDataset=335/342 (97.95%) | penultimateRowOnlyRiskDispersionDataset=342/342 (100.00%) | seatedDelta=+7 | completionDelta=+2.05% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=true | penultimateRowOnlyRiskDispersionWorse=false | standardFamily=REAR_BOUNDARY_LOCK | penultimateRowOnlyRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 36 PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST ============================================================ Date/Time: 2026-07-17 01:20:37 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 20 Scenario seed: -955376728611839717 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.75% Blocker-prone seat share (topology component): 66.06% Aisle-assignment balance: 91.24% OUTCOME ------- Status: SUCCESS Completed ticks: 1040 Passengers seated: 274/274 Average waiting ticks: 451.03 Longest waiting passenger: P132->12A(LEFT) Longest waiting ticks: 994 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: RIGHT:tiles17-19:occupied=3:anchor=P120:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 66 Regions dissolved: 2 Repeated reconstructions avoided: 66 Largest region lifetime: 57 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=11 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2300 Maximum occupied tiles: 14 Seat events: 149 Single-blocker events: 40 Multiple-blocker events: 14 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 1973 Maximum occupied tiles: 13 Seat events: 125 Single-blocker events: 41 Multiple-blocker events: 13 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 93 Reservations granted: 90 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5614 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7412 Total stationary ticks: 128629 Seat-event requests: 292 Failed seat-event starts: 18 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 823 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 18 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 823 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 293\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 7\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 36 PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST ============================================================ Date/Time: 2026-07-17 01:20:37 Experiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 20 Scenario seed: -955376728611839717 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.75% Blocker-prone seat share (topology component): 66.06% Aisle-assignment balance: 91.24% OUTCOME ------- Status: SUCCESS Completed ticks: 1040 Passengers seated: 274/274 Average waiting ticks: 451.03 Longest waiting passenger: P132->12A(LEFT) Longest waiting ticks: 994 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: RIGHT:tiles17-19:occupied=3:anchor=P120:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 66 Regions dissolved: 2 Repeated reconstructions avoided: 66 Largest region lifetime: 57 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=11 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2300 Maximum occupied tiles: 14 Seat events: 149 Single-blocker events: 40 Multiple-blocker events: 14 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 1973 Maximum occupied tiles: 13 Seat events: 125 Single-blocker events: 41 Multiple-blocker events: 13 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 93 Reservations granted: 90 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5614 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7412 Total stationary ticks: 128629 Seat-event requests: 292 Failed seat-event starts: 18 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 823 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 18 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 823 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 293\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 7\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 20 | standardDataset=274/274 (100.00%) | penultimateRowOnlyRiskDispersionDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=2 | clusterStarts=3 | convertedToSuccess=false | penultimateRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | penultimateRowOnlyRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 36 PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST ============================================================ Date/Time: 2026-07-17 01:20:37 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 21 Scenario seed: -6035631021244819435 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 245 Occupancy: 85% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.02% Blocker-prone seat share (topology component): 66.94% Aisle-assignment balance: 99.59% OUTCOME ------- Status: SUCCESS Completed ticks: 866 Passengers seated: 245/245 Average waiting ticks: 396.93 Longest waiting passenger: P204->12E(LEFT) Longest waiting ticks: 815 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1863 Maximum occupied tiles: 12 Seat events: 123 Single-blocker events: 31 Multiple-blocker events: 13 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1926 Maximum occupied tiles: 11 Seat events: 122 Single-blocker events: 26 Multiple-blocker events: 9 Temporary aisle reoccupations: 44 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 80 Reservations granted: 79 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4777 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5881 Total stationary ticks: 101293 Seat-event requests: 252 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 557 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 557 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 253\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 36 PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST ============================================================ Date/Time: 2026-07-17 01:20:37 Experiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 21 Scenario seed: -6035631021244819435 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 245 Occupancy: 85% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.02% Blocker-prone seat share (topology component): 66.94% Aisle-assignment balance: 99.59% OUTCOME ------- Status: SUCCESS Completed ticks: 866 Passengers seated: 245/245 Average waiting ticks: 396.93 Longest waiting passenger: P204->12E(LEFT) Longest waiting ticks: 815 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1863 Maximum occupied tiles: 12 Seat events: 123 Single-blocker events: 31 Multiple-blocker events: 13 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1926 Maximum occupied tiles: 11 Seat events: 122 Single-blocker events: 26 Multiple-blocker events: 9 Temporary aisle reoccupations: 44 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 80 Reservations granted: 79 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4777 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5881 Total stationary ticks: 101293 Seat-event requests: 252 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 557 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 557 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 253\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 21 | standardDataset=245/245 (100.00%) | penultimateRowOnlyRiskDispersionDataset=245/245 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | penultimateRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | penultimateRowOnlyRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 36 PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST ============================================================ Date/Time: 2026-07-17 01:20:37 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 22 Scenario seed: -3213233570023646740 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.47% Blocker-prone seat share (topology component): 59.88% Aisle-assignment balance: 96.91% OUTCOME ------- Status: SUCCESS Completed ticks: 1188 Passengers seated: 324/324 Average waiting ticks: 537.88 Longest waiting passenger: P21->10F(RIGHT) Longest waiting ticks: 1122 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 26 Regions dissolved: 2 Repeated reconstructions avoided: 26 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2697 Maximum occupied tiles: 12 Seat events: 157 Single-blocker events: 51 Multiple-blocker events: 16 Temporary aisle reoccupations: 84 RIGHT AISLE ----------- Total moves: 2911 Maximum occupied tiles: 13 Seat events: 167 Single-blocker events: 44 Multiple-blocker events: 19 Temporary aisle reoccupations: 88 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 141 Reservations granted: 141 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6673 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8320 Total stationary ticks: 180004 Seat-event requests: 337 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 803 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 803 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 336\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 36 PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST ============================================================ Date/Time: 2026-07-17 01:20:37 Experiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 22 Scenario seed: -3213233570023646740 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.47% Blocker-prone seat share (topology component): 59.88% Aisle-assignment balance: 96.91% OUTCOME ------- Status: SUCCESS Completed ticks: 1188 Passengers seated: 324/324 Average waiting ticks: 537.88 Longest waiting passenger: P21->10F(RIGHT) Longest waiting ticks: 1122 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 26 Regions dissolved: 2 Repeated reconstructions avoided: 26 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2697 Maximum occupied tiles: 12 Seat events: 157 Single-blocker events: 51 Multiple-blocker events: 16 Temporary aisle reoccupations: 84 RIGHT AISLE ----------- Total moves: 2911 Maximum occupied tiles: 13 Seat events: 167 Single-blocker events: 44 Multiple-blocker events: 19 Temporary aisle reoccupations: 88 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 141 Reservations granted: 141 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6673 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8320 Total stationary ticks: 180004 Seat-event requests: 337 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 803 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 803 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 336\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 22 | standardDataset=324/324 (100.00%) | penultimateRowOnlyRiskDispersionDataset=324/324 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | penultimateRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | penultimateRowOnlyRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 36 PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST ============================================================ Date/Time: 2026-07-17 01:20:37 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 23 Scenario seed: -2743758625516220443 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.40% Blocker-prone seat share (topology component): 59.26% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 1157 Passengers seated: 324/324 Average waiting ticks: 536.26 Longest waiting passenger: P24->19B(LEFT) Longest waiting ticks: 1089 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 44 Regions dissolved: 3 Repeated reconstructions avoided: 44 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2827 Maximum occupied tiles: 14 Seat events: 162 Single-blocker events: 45 Multiple-blocker events: 24 Temporary aisle reoccupations: 97 RIGHT AISLE ----------- Total moves: 2812 Maximum occupied tiles: 13 Seat events: 162 Single-blocker events: 45 Multiple-blocker events: 20 Temporary aisle reoccupations: 89 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 135 Reservations granted: 135 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7014 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8489 Total stationary ticks: 179693 Seat-event requests: 351 Failed seat-event starts: 27 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 722 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 27 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 722 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 350\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 6\nOccupied-space rejections: 33\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 36 PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST ============================================================ Date/Time: 2026-07-17 01:20:37 Experiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 23 Scenario seed: -2743758625516220443 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 28.40% Blocker-prone seat share (topology component): 59.26% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 1160 Passengers seated: 324/324 Average waiting ticks: 536.24 Longest waiting passenger: P24->19B(LEFT) Longest waiting ticks: 1089 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 44 Regions dissolved: 3 Repeated reconstructions avoided: 44 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2827 Maximum occupied tiles: 14 Seat events: 162 Single-blocker events: 45 Multiple-blocker events: 24 Temporary aisle reoccupations: 97 RIGHT AISLE ----------- Total moves: 2812 Maximum occupied tiles: 13 Seat events: 162 Single-blocker events: 45 Multiple-blocker events: 20 Temporary aisle reoccupations: 89 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 135 Reservations granted: 135 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7019 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8482 Total stationary ticks: 179686 Seat-event requests: 351 Failed seat-event starts: 27 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 718 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 27 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 718 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 350\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 6\nOccupied-space rejections: 33\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 23 | standardDataset=324/324 (100.00%) | penultimateRowOnlyRiskDispersionDataset=324/324 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | penultimateRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | penultimateRowOnlyRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 36 PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST ============================================================ Date/Time: 2026-07-17 01:20:37 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 24 Scenario seed: 3130129287815217888 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.05% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 97.45% OUTCOME ------- Status: SUCCESS Completed ticks: 1289 Passengers seated: 353/353 Average waiting ticks: 583.67 Longest waiting passenger: P108->36B(LEFT) Longest waiting ticks: 1201 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 48 Regions dissolved: 3 Repeated reconstructions avoided: 48 Largest region lifetime: 25 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 0 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3174 Maximum occupied tiles: 13 Seat events: 181 Single-blocker events: 53 Multiple-blocker events: 21 Temporary aisle reoccupations: 100 RIGHT AISLE ----------- Total moves: 2988 Maximum occupied tiles: 13 Seat events: 172 Single-blocker events: 37 Multiple-blocker events: 34 Temporary aisle reoccupations: 110 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 157 Reservations granted: 157 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7510 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9163 Total stationary ticks: 212394 Seat-event requests: 374 Failed seat-event starts: 21 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 821 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 21 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 821 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 374\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 36 PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST ============================================================ Date/Time: 2026-07-17 01:20:37 Experiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 24 Scenario seed: 3130129287815217888 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 28.05% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 97.45% OUTCOME ------- Status: SUCCESS Completed ticks: 1289 Passengers seated: 353/353 Average waiting ticks: 583.70 Longest waiting passenger: P108->36B(LEFT) Longest waiting ticks: 1201 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 48 Regions dissolved: 3 Repeated reconstructions avoided: 48 Largest region lifetime: 25 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 0 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3174 Maximum occupied tiles: 13 Seat events: 181 Single-blocker events: 53 Multiple-blocker events: 21 Temporary aisle reoccupations: 100 RIGHT AISLE ----------- Total moves: 2988 Maximum occupied tiles: 13 Seat events: 172 Single-blocker events: 37 Multiple-blocker events: 34 Temporary aisle reoccupations: 110 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 157 Reservations granted: 157 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7500 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9121 Total stationary ticks: 212382 Seat-event requests: 374 Failed seat-event starts: 21 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 805 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 21 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 805 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 374\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 24 | standardDataset=353/353 (100.00%) | penultimateRowOnlyRiskDispersionDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | penultimateRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | penultimateRowOnlyRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 36 PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST ============================================================ Date/Time: 2026-07-17 01:20:37 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 25 Scenario seed: -6740794082893594637 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 96.17% OUTCOME ------- Status: SUCCESS Completed ticks: 854 Passengers seated: 235/235 Average waiting ticks: 382.86 Longest waiting passenger: P51->4F(LEFT) Longest waiting ticks: 808 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1751 Maximum occupied tiles: 11 Seat events: 122 Single-blocker events: 28 Multiple-blocker events: 14 Temporary aisle reoccupations: 61 RIGHT AISLE ----------- Total moves: 1669 Maximum occupied tiles: 12 Seat events: 113 Single-blocker events: 28 Multiple-blocker events: 11 Temporary aisle reoccupations: 52 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 132 Reservations granted: 126 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4458 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5437 Total stationary ticks: 93682 Seat-event requests: 243 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 470 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 470 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 36 PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST ============================================================ Date/Time: 2026-07-17 01:20:37 Experiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 25 Scenario seed: -6740794082893594637 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 96.17% OUTCOME ------- Status: SUCCESS Completed ticks: 854 Passengers seated: 235/235 Average waiting ticks: 382.86 Longest waiting passenger: P51->4F(LEFT) Longest waiting ticks: 808 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1751 Maximum occupied tiles: 11 Seat events: 122 Single-blocker events: 28 Multiple-blocker events: 14 Temporary aisle reoccupations: 61 RIGHT AISLE ----------- Total moves: 1669 Maximum occupied tiles: 12 Seat events: 113 Single-blocker events: 28 Multiple-blocker events: 11 Temporary aisle reoccupations: 52 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 132 Reservations granted: 126 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4458 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5437 Total stationary ticks: 93682 Seat-event requests: 243 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 470 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 470 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 25 | standardDataset=235/235 (100.00%) | penultimateRowOnlyRiskDispersionDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | penultimateRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | penultimateRowOnlyRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 36 PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST ============================================================ Date/Time: 2026-07-17 01:20:37 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 26 Scenario seed: -882378937089344748 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.84% Blocker-prone seat share (topology component): 73.53% Aisle-assignment balance: 99.02% OUTCOME ------- Status: SUCCESS Completed ticks: 730 Passengers seated: 204/204 Average waiting ticks: 327.84 Longest waiting passenger: P45->18A(LEFT) Longest waiting ticks: 675 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1529 Maximum occupied tiles: 10 Seat events: 103 Single-blocker events: 27 Multiple-blocker events: 7 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1475 Maximum occupied tiles: 16 Seat events: 101 Single-blocker events: 25 Multiple-blocker events: 9 Temporary aisle reoccupations: 45 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 113 Reservations granted: 106 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3986 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4962 Total stationary ticks: 70318 Seat-event requests: 208 Failed seat-event starts: 4 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 449 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 4 Rear-boundary failures: 0 Middle-bank reservation failures: 7 Active-event deferrals: 449 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 216\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 4\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 36 PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST ============================================================ Date/Time: 2026-07-17 01:20:37 Experiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 26 Scenario seed: -882378937089344748 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 32.84% Blocker-prone seat share (topology component): 73.53% Aisle-assignment balance: 99.02% OUTCOME ------- Status: SUCCESS Completed ticks: 730 Passengers seated: 204/204 Average waiting ticks: 327.84 Longest waiting passenger: P45->18A(LEFT) Longest waiting ticks: 675 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1529 Maximum occupied tiles: 10 Seat events: 103 Single-blocker events: 27 Multiple-blocker events: 7 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1475 Maximum occupied tiles: 16 Seat events: 101 Single-blocker events: 25 Multiple-blocker events: 9 Temporary aisle reoccupations: 45 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 113 Reservations granted: 106 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3986 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4962 Total stationary ticks: 70318 Seat-event requests: 208 Failed seat-event starts: 4 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 449 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 4 Rear-boundary failures: 0 Middle-bank reservation failures: 7 Active-event deferrals: 449 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 216\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 4\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 26 | standardDataset=204/204 (100.00%) | penultimateRowOnlyRiskDispersionDataset=204/204 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | penultimateRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | penultimateRowOnlyRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 36 PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST ============================================================ Date/Time: 2026-07-17 01:20:37 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 27 Scenario seed: 7766858796246213770 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 245 Occupancy: 85% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.47% Blocker-prone seat share (topology component): 68.57% Aisle-assignment balance: 99.59% OUTCOME ------- Status: SUCCESS Completed ticks: 868 Passengers seated: 245/245 Average waiting ticks: 395.66 Longest waiting passenger: P34->20A(LEFT) Longest waiting ticks: 806 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 24 Regions dissolved: 1 Repeated reconstructions avoided: 24 Largest region lifetime: 25 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=25 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1986 Maximum occupied tiles: 12 Seat events: 123 Single-blocker events: 34 Multiple-blocker events: 8 Temporary aisle reoccupations: 50 RIGHT AISLE ----------- Total moves: 1793 Maximum occupied tiles: 13 Seat events: 122 Single-blocker events: 34 Multiple-blocker events: 9 Temporary aisle reoccupations: 52 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 87 Reservations granted: 86 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4998 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6303 Total stationary ticks: 101346 Seat-event requests: 254 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 599 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 599 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 255\nPrecedence substitutions made: 2\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 2\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 36 PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST ============================================================ Date/Time: 2026-07-17 01:20:37 Experiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 27 Scenario seed: 7766858796246213770 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 245 Occupancy: 85% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.47% Blocker-prone seat share (topology component): 68.57% Aisle-assignment balance: 99.59% OUTCOME ------- Status: SUCCESS Completed ticks: 868 Passengers seated: 245/245 Average waiting ticks: 395.66 Longest waiting passenger: P34->20A(LEFT) Longest waiting ticks: 806 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 24 Regions dissolved: 1 Repeated reconstructions avoided: 24 Largest region lifetime: 25 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=25 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1986 Maximum occupied tiles: 12 Seat events: 123 Single-blocker events: 34 Multiple-blocker events: 8 Temporary aisle reoccupations: 50 RIGHT AISLE ----------- Total moves: 1793 Maximum occupied tiles: 13 Seat events: 122 Single-blocker events: 34 Multiple-blocker events: 9 Temporary aisle reoccupations: 52 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 87 Reservations granted: 86 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4998 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6303 Total stationary ticks: 101346 Seat-event requests: 254 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 599 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 599 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 255\nPrecedence substitutions made: 2\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 2\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 27 | standardDataset=245/245 (100.00%) | penultimateRowOnlyRiskDispersionDataset=245/245 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | penultimateRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | penultimateRowOnlyRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 36 PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST ============================================================ Date/Time: 2026-07-17 01:20:37 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 28 Scenario seed: 5931249600171122533 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 96.45% OUTCOME ------- Status: SUCCESS Completed ticks: 1054 Passengers seated: 282/282 Average waiting ticks: 475.55 Longest waiting passenger: P248->32G(RIGHT) Longest waiting ticks: 977 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2179 Maximum occupied tiles: 12 Seat events: 136 Single-blocker events: 38 Multiple-blocker events: 12 Temporary aisle reoccupations: 62 RIGHT AISLE ----------- Total moves: 2190 Maximum occupied tiles: 12 Seat events: 146 Single-blocker events: 47 Multiple-blocker events: 15 Temporary aisle reoccupations: 77 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 99 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5105 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6264 Total stationary ticks: 138229 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 627 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 627 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 293\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 36 PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST ============================================================ Date/Time: 2026-07-17 01:20:37 Experiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 28 Scenario seed: 5931249600171122533 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 96.45% OUTCOME ------- Status: SUCCESS Completed ticks: 1054 Passengers seated: 282/282 Average waiting ticks: 475.55 Longest waiting passenger: P248->32G(RIGHT) Longest waiting ticks: 977 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2179 Maximum occupied tiles: 12 Seat events: 136 Single-blocker events: 38 Multiple-blocker events: 12 Temporary aisle reoccupations: 62 RIGHT AISLE ----------- Total moves: 2190 Maximum occupied tiles: 12 Seat events: 146 Single-blocker events: 47 Multiple-blocker events: 15 Temporary aisle reoccupations: 77 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 99 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5105 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6264 Total stationary ticks: 138229 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 627 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 627 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 293\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 28 | standardDataset=282/282 (100.00%) | penultimateRowOnlyRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | penultimateRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | penultimateRowOnlyRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 36 PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST ============================================================ Date/Time: 2026-07-17 01:20:37 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 29 Scenario seed: -4209372168559577011 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.47% Blocker-prone seat share (topology component): 59.26% Aisle-assignment balance: 96.91% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2610 Passengers seated: 281/324 Average waiting ticks: 621.69 Longest waiting passenger: P1->1B(LEFT) Longest waiting ticks: 2610 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 20 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 24 Selected release potential total: 3 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 1802 Regions dissolved: 3 Repeated reconstructions avoided: 1802 Largest region lifetime: 1772 Maximum simultaneous active regions: 3 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1772:occupied=24 Confirmation deferral ticks: 6 Regions reaching confirmation: 2 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1712 State changes reopening evaluation: 19 Region priority competitions: 4 Regions ranked: 8 Hierarchical selections: 4 Lower-priority evaluations deferred: 2 Highest selected priority score: 26510 Left/right priority wins: 4/0 Priority ties: 0 Last priority decision: LEFT:R1:score=26510 | RIGHT:R4:score=2216 | selected=LEFT LEFT AISLE ---------- Total moves: 2367 Maximum occupied tiles: 27 Seat events: 124 Single-blocker events: 27 Multiple-blocker events: 12 Temporary aisle reoccupations: 53 RIGHT AISLE ----------- Total moves: 2686 Maximum occupied tiles: 13 Seat events: 157 Single-blocker events: 38 Multiple-blocker events: 20 Temporary aisle reoccupations: 80 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1863 Reservations granted: 1859 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 16 Remaining moving in aisle: 24 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 42142 Longest unresolved passenger ID: 1 Longest unresolved row: 1 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 24 Longest dependency chain: P125(33F/LEFT) -> P188(12D/LEFT) -> P105(31B/LEFT) -> P98(18B/LEFT) -> P23(26A/LEFT) -> P76(35F/LEFT) -> P194(30C/LEFT) -> P272(22D/LEFT) -> P180(35D/LEFT) -> P185(32F/LEFT) -> P163(15B/LEFT) -> P219(34G/LEFT) -> P238(15C/LEFT) -> P46(20A/LEFT) -> P55(33E/LEFT) -> P295(22C/LEFT) -> P141(26C/LEFT) -> P136(32D/LEFT) -> P322(32A/LEFT) -> P118(28C/LEFT) -> P302(26B/LEFT) -> P129(32C/LEFT) -> P195(33B/LEFT) -> P228(24G/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 125 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 24 Total blocked ticks: 54604 Total stationary ticks: 248328 Seat-event requests: 2041 Failed seat-event starts: 1760 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 228 Critical blocker identity: P228->24G(LEFT) Direct fan-out: 1 Total indirect descendants: 23 Critical tree size including blocker: 24 Critical tree depth: 24 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 27 Unresolved outside passengers: 16 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P228(24G/LEFT/WAITING_FOR_SEAT_EVENT) P195(33B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P129(32C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P302(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P118(28C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P322(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P136(32D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P141(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P295(22C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P55(33E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P46(20A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P238(15C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P219(34G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P163(15B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P185(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P180(35D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P272(22D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P194(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P76(35F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P23(26A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P98(18B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P105(31B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P188(12D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P125(33F/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1760 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 25|26|27 Critical blocker unavailable yield tiles: 27 Critical blocker yield-tile occupants: 248 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1760 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 872 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[248]: P248(29D/LEFT/MOVING_IN_AISLE@tile27) -> P317(28D/LEFT/WAITING_AT_ROW@tile28) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P317->28D(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P248{seat=29D,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=27,directBlocker=317,lastMoveTick=819,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 25|26|27 Current unavailable yield tiles: 27 Current yield-tile occupants: 248 Final row-event chain: 228|248|317 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2044\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1763\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 36 PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST ============================================================ Date/Time: 2026-07-17 01:20:37 Experiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 29 Scenario seed: -4209372168559577011 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.47% Blocker-prone seat share (topology component): 59.26% Aisle-assignment balance: 96.91% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2610 Passengers seated: 281/324 Average waiting ticks: 621.69 Longest waiting passenger: P1->1B(LEFT) Longest waiting ticks: 2610 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 20 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 24 Selected release potential total: 3 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 1802 Regions dissolved: 3 Repeated reconstructions avoided: 1802 Largest region lifetime: 1772 Maximum simultaneous active regions: 3 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1772:occupied=24 Confirmation deferral ticks: 6 Regions reaching confirmation: 2 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1712 State changes reopening evaluation: 19 Region priority competitions: 4 Regions ranked: 8 Hierarchical selections: 4 Lower-priority evaluations deferred: 2 Highest selected priority score: 26510 Left/right priority wins: 4/0 Priority ties: 0 Last priority decision: LEFT:R1:score=26510 | RIGHT:R4:score=2216 | selected=LEFT LEFT AISLE ---------- Total moves: 2367 Maximum occupied tiles: 27 Seat events: 124 Single-blocker events: 27 Multiple-blocker events: 12 Temporary aisle reoccupations: 53 RIGHT AISLE ----------- Total moves: 2686 Maximum occupied tiles: 13 Seat events: 157 Single-blocker events: 38 Multiple-blocker events: 20 Temporary aisle reoccupations: 80 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1863 Reservations granted: 1859 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 16 Remaining moving in aisle: 24 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 42142 Longest unresolved passenger ID: 1 Longest unresolved row: 1 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 24 Longest dependency chain: P125(33F/LEFT) -> P188(12D/LEFT) -> P105(31B/LEFT) -> P98(18B/LEFT) -> P23(26A/LEFT) -> P76(35F/LEFT) -> P194(30C/LEFT) -> P272(22D/LEFT) -> P180(35D/LEFT) -> P185(32F/LEFT) -> P163(15B/LEFT) -> P219(34G/LEFT) -> P238(15C/LEFT) -> P46(20A/LEFT) -> P55(33E/LEFT) -> P295(22C/LEFT) -> P141(26C/LEFT) -> P136(32D/LEFT) -> P322(32A/LEFT) -> P118(28C/LEFT) -> P302(26B/LEFT) -> P129(32C/LEFT) -> P195(33B/LEFT) -> P228(24G/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 125 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 24 Total blocked ticks: 54604 Total stationary ticks: 248328 Seat-event requests: 2041 Failed seat-event starts: 1760 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 228 Critical blocker identity: P228->24G(LEFT) Direct fan-out: 1 Total indirect descendants: 23 Critical tree size including blocker: 24 Critical tree depth: 24 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 27 Unresolved outside passengers: 16 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P228(24G/LEFT/WAITING_FOR_SEAT_EVENT) P195(33B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P129(32C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P302(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P118(28C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P322(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P136(32D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P141(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P295(22C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P55(33E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P46(20A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P238(15C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P219(34G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P163(15B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P185(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P180(35D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P272(22D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P194(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P76(35F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P23(26A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P98(18B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P105(31B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P188(12D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P125(33F/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1760 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 25|26|27 Critical blocker unavailable yield tiles: 27 Critical blocker yield-tile occupants: 248 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1760 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 872 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[248]: P248(29D/LEFT/MOVING_IN_AISLE@tile27) -> P317(28D/LEFT/WAITING_AT_ROW@tile28) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P317->28D(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P248{seat=29D,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=27,directBlocker=317,lastMoveTick=819,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 25|26|27 Current unavailable yield tiles: 27 Current yield-tile occupants: 248 Final row-event chain: 228|248|317 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2044\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1763\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 29 | standardDataset=281/324 (86.73%) | penultimateRowOnlyRiskDispersionDataset=281/324 (86.73%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=4 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | penultimateRowOnlyRiskDispersionWorse=false | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | penultimateRowOnlyRiskDispersionFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 36 PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST ============================================================ Date/Time: 2026-07-17 01:20:37 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 30 Scenario seed: 5249212615519802112 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.25% Blocker-prone seat share (topology component): 73.44% Aisle-assignment balance: 95.83% OUTCOME ------- Status: SUCCESS Completed ticks: 709 Passengers seated: 192/192 Average waiting ticks: 307.93 Longest waiting passenger: P48->22G(RIGHT) Longest waiting ticks: 650 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1296 Maximum occupied tiles: 10 Seat events: 92 Single-blocker events: 21 Multiple-blocker events: 4 Temporary aisle reoccupations: 31 RIGHT AISLE ----------- Total moves: 1429 Maximum occupied tiles: 10 Seat events: 100 Single-blocker events: 18 Multiple-blocker events: 12 Temporary aisle reoccupations: 44 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 103 Reservations granted: 103 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3560 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4372 Total stationary ticks: 62112 Seat-event requests: 197 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 405 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 405 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 197\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 36 PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST ============================================================ Date/Time: 2026-07-17 01:20:37 Experiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 30 Scenario seed: 5249212615519802112 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.25% Blocker-prone seat share (topology component): 73.44% Aisle-assignment balance: 95.83% OUTCOME ------- Status: SUCCESS Completed ticks: 709 Passengers seated: 192/192 Average waiting ticks: 307.93 Longest waiting passenger: P48->22G(RIGHT) Longest waiting ticks: 650 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1296 Maximum occupied tiles: 10 Seat events: 92 Single-blocker events: 21 Multiple-blocker events: 4 Temporary aisle reoccupations: 31 RIGHT AISLE ----------- Total moves: 1429 Maximum occupied tiles: 10 Seat events: 100 Single-blocker events: 18 Multiple-blocker events: 12 Temporary aisle reoccupations: 44 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 103 Reservations granted: 103 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3560 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4372 Total stationary ticks: 62112 Seat-event requests: 197 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 405 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 405 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 197\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 30 | standardDataset=192/192 (100.00%) | penultimateRowOnlyRiskDispersionDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | penultimateRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | penultimateRowOnlyRiskDispersionFamily=COMPLETE_CABIN ************************************************************ BATCH EXPERIMENT SUMMARY RESEARCH EXPERIMENT 36 PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST ************************************************************ Experiment seed: 2783790101901 Scenarios executed: 60 Successful completions: 51 Incomplete/MAX_TICKS: 9 Average completed ticks: 1238.98 Average waiting ticks: 462.28 ************************************************************ ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 37 CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST ============================================================ Date/Time: 2026-07-17 01:30:33 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 1 Scenario seed: 1522538501425421570 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.19% Blocker-prone seat share (topology component): 60.53% Aisle-assignment balance: 100.00% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2716 Passengers seated: 340/342 Average waiting ticks: 570.95 Longest waiting passenger: P257->35A(LEFT) Longest waiting ticks: 2655 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2987 Maximum occupied tiles: 14 Seat events: 169 Single-blocker events: 39 Multiple-blocker events: 19 Temporary aisle reoccupations: 79 RIGHT AISLE ----------- Total moves: 2972 Maximum occupied tiles: 14 Seat events: 171 Single-blocker events: 44 Multiple-blocker events: 22 Temporary aisle reoccupations: 92 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 145 Reservations granted: 138 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 2 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7675 Longest unresolved passenger ID: 238 Longest unresolved row: 35 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P238(35G/LEFT) -> P257(35A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 238 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 12544 Total stationary ticks: 203516 Seat-event requests: 1885 Failed seat-event starts: 1545 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 257 Critical blocker identity: P257->35A(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P257(35A/LEFT/WAITING_FOR_SEAT_EVENT) P238(35G/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1534 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 36|37 Critical blocker unavailable yield tiles: 37 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 11 Rear-boundary failures: 1534 Middle-bank reservation failures: 7 Active-event deferrals: 879 Simultaneous arbitration losses: 2 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 36|37 Current unavailable yield tiles: 37 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1894\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 6\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 37 CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST ============================================================ Date/Time: 2026-07-17 01:30:33 Experiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 1 Scenario seed: 1522538501425421570 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.19% Blocker-prone seat share (topology component): 60.53% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 1215 Passengers seated: 342/342 Average waiting ticks: 566.43 Longest waiting passenger: P205->27J(RIGHT) Longest waiting ticks: 1161 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2988 Maximum occupied tiles: 13 Seat events: 171 Single-blocker events: 39 Multiple-blocker events: 21 Temporary aisle reoccupations: 84 RIGHT AISLE ----------- Total moves: 2972 Maximum occupied tiles: 14 Seat events: 171 Single-blocker events: 44 Multiple-blocker events: 22 Temporary aisle reoccupations: 92 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 146 Reservations granted: 139 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 2 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7740 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9435 Total stationary ticks: 200419 Seat-event requests: 353 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 847 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 7 Active-event deferrals: 847 Simultaneous arbitration losses: 2 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 362\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 6\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 01 | standardDataset=340/342 (99.42%) | crossRowOnlyRiskDispersionDataset=342/342 (100.00%) | seatedDelta=+2 | completionDelta=+0.58% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=true | crossRowOnlyRiskDispersionWorse=false | standardFamily=REAR_BOUNDARY_LOCK | crossRowOnlyRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 37 CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST ============================================================ Date/Time: 2026-07-17 01:30:33 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 2 Scenario seed: 6774359765354740939 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 29.57% Blocker-prone seat share (topology component): 66.96% Aisle-assignment balance: 99.13% OUTCOME ------- Status: SUCCESS Completed ticks: 834 Passengers seated: 230/230 Average waiting ticks: 373.20 Longest waiting passenger: P119->32I(RIGHT) Longest waiting ticks: 770 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles19-21:occupied=3:anchor=P154:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 9 Regions dissolved: 1 Repeated reconstructions avoided: 9 Largest region lifetime: 10 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=10 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1824 Maximum occupied tiles: 11 Seat events: 114 Single-blocker events: 26 Multiple-blocker events: 8 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1907 Maximum occupied tiles: 16 Seat events: 116 Single-blocker events: 29 Multiple-blocker events: 7 Temporary aisle reoccupations: 43 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 85 Reservations granted: 83 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4846 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6113 Total stationary ticks: 90098 Seat-event requests: 241 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 645 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 1 Middle-bank reservation failures: 2 Active-event deferrals: 645 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 242\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 37 CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST ============================================================ Date/Time: 2026-07-17 01:30:33 Experiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 2 Scenario seed: 6774359765354740939 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 29.57% Blocker-prone seat share (topology component): 66.96% Aisle-assignment balance: 99.13% OUTCOME ------- Status: SUCCESS Completed ticks: 834 Passengers seated: 230/230 Average waiting ticks: 373.16 Longest waiting passenger: P119->32I(RIGHT) Longest waiting ticks: 770 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles19-21:occupied=3:anchor=P154:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 9 Regions dissolved: 1 Repeated reconstructions avoided: 9 Largest region lifetime: 10 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=10 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1824 Maximum occupied tiles: 11 Seat events: 114 Single-blocker events: 26 Multiple-blocker events: 8 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1907 Maximum occupied tiles: 16 Seat events: 116 Single-blocker events: 29 Multiple-blocker events: 7 Temporary aisle reoccupations: 43 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 85 Reservations granted: 83 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4856 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6107 Total stationary ticks: 90097 Seat-event requests: 240 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 633 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 633 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 241\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 02 | standardDataset=230/230 (100.00%) | crossRowOnlyRiskDispersionDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | crossRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | crossRowOnlyRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 37 CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST ============================================================ Date/Time: 2026-07-17 01:30:33 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 3 Scenario seed: -2983169693602654470 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 96.45% OUTCOME ------- Status: SUCCESS Completed ticks: 1039 Passengers seated: 282/282 Average waiting ticks: 468.57 Longest waiting passenger: P91->7F(LEFT) Longest waiting ticks: 992 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2253 Maximum occupied tiles: 12 Seat events: 146 Single-blocker events: 40 Multiple-blocker events: 13 Temporary aisle reoccupations: 66 RIGHT AISLE ----------- Total moves: 2134 Maximum occupied tiles: 13 Seat events: 136 Single-blocker events: 43 Multiple-blocker events: 18 Temporary aisle reoccupations: 79 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 96 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5548 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6857 Total stationary ticks: 136804 Seat-event requests: 287 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 667 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 667 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 287\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 6\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 37 CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST ============================================================ Date/Time: 2026-07-17 01:30:33 Experiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 3 Scenario seed: -2983169693602654470 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 96.45% OUTCOME ------- Status: SUCCESS Completed ticks: 1039 Passengers seated: 282/282 Average waiting ticks: 468.50 Longest waiting passenger: P91->7F(LEFT) Longest waiting ticks: 992 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2253 Maximum occupied tiles: 12 Seat events: 146 Single-blocker events: 40 Multiple-blocker events: 13 Temporary aisle reoccupations: 66 RIGHT AISLE ----------- Total moves: 2134 Maximum occupied tiles: 13 Seat events: 136 Single-blocker events: 43 Multiple-blocker events: 18 Temporary aisle reoccupations: 79 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 96 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5567 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6876 Total stationary ticks: 136809 Seat-event requests: 287 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 663 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 663 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 287\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 6\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 03 | standardDataset=282/282 (100.00%) | crossRowOnlyRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | crossRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | crossRowOnlyRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 37 CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST ============================================================ Date/Time: 2026-07-17 01:30:33 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 4 Scenario seed: -6788409386054383278 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.05% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 96.32% OUTCOME ------- Status: SUCCESS Completed ticks: 1294 Passengers seated: 353/353 Average waiting ticks: 582.42 Longest waiting passenger: P234->29F(LEFT) Longest waiting ticks: 1243 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R3:age=2:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 28 Maximum simultaneous active regions: 2 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=9 Confirmation deferral ticks: 4 Regions reaching confirmation: 0 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3274 Maximum occupied tiles: 14 Seat events: 183 Single-blocker events: 59 Multiple-blocker events: 24 Temporary aisle reoccupations: 111 RIGHT AISLE ----------- Total moves: 2915 Maximum occupied tiles: 13 Seat events: 170 Single-blocker events: 47 Multiple-blocker events: 26 Temporary aisle reoccupations: 102 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 150 Reservations granted: 150 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7935 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9847 Total stationary ticks: 212498 Seat-event requests: 379 Failed seat-event starts: 26 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 931 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 26 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 931 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 379\nPrecedence substitutions made: 7\nDependency chains followed: 9\nBlocked by waiting-row occupant: 9\nSubstituted events started: 8\nOccupied-space rejections: 32\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 37 CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST ============================================================ Date/Time: 2026-07-17 01:30:33 Experiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 4 Scenario seed: -6788409386054383278 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 28.05% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 96.32% OUTCOME ------- Status: SUCCESS Completed ticks: 1294 Passengers seated: 353/353 Average waiting ticks: 582.91 Longest waiting passenger: P234->29F(LEFT) Longest waiting ticks: 1243 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles20-22:occupied=3:anchor=P112:selected=P195:directReleases=1:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 50 Regions dissolved: 3 Repeated reconstructions avoided: 50 Largest region lifetime: 28 Maximum simultaneous active regions: 2 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=10 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3274 Maximum occupied tiles: 14 Seat events: 183 Single-blocker events: 59 Multiple-blocker events: 24 Temporary aisle reoccupations: 111 RIGHT AISLE ----------- Total moves: 2915 Maximum occupied tiles: 13 Seat events: 170 Single-blocker events: 47 Multiple-blocker events: 26 Temporary aisle reoccupations: 102 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 151 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7915 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9813 Total stationary ticks: 212643 Seat-event requests: 380 Failed seat-event starts: 27 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 920 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 27 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 920 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 380\nPrecedence substitutions made: 6\nDependency chains followed: 9\nBlocked by waiting-row occupant: 9\nSubstituted events started: 8\nOccupied-space rejections: 33\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 04 | standardDataset=353/353 (100.00%) | crossRowOnlyRiskDispersionDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | crossRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | crossRowOnlyRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 37 CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST ============================================================ Date/Time: 2026-07-17 01:30:33 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 5 Scenario seed: -1539455759581144283 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.09% Blocker-prone seat share (topology component): 59.26% Aisle-assignment balance: 100.00% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2648 Passengers seated: 321/324 Average waiting ticks: 542.01 Longest waiting passenger: P76->29D(RIGHT) Longest waiting ticks: 2589 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 3 Selected release potential total: 4 Last cluster decision: LEFT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 48 Regions dissolved: 3 Repeated reconstructions avoided: 48 Largest region lifetime: 28 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=28 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2993 Maximum occupied tiles: 17 Seat events: 162 Single-blocker events: 44 Multiple-blocker events: 20 Temporary aisle reoccupations: 89 RIGHT AISLE ----------- Total moves: 2686 Maximum occupied tiles: 13 Seat events: 159 Single-blocker events: 46 Multiple-blocker events: 16 Temporary aisle reoccupations: 79 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1677 Reservations granted: 1677 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7409 Longest unresolved passenger ID: 120 Longest unresolved row: 34 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P120(34F/RIGHT) -> P155(33H/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 120 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 13802 Total stationary ticks: 183765 Seat-event requests: 1871 Failed seat-event starts: 1550 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 155 Critical blocker identity: P155->33H(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P155(33H/RIGHT/WAITING_FOR_SEAT_EVENT) P120(34F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1550 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1550 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 803 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_SPACE_AVAILABLE Final snapshot prerequisite: YIELD_SPACE_AVAILABLE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: YIELD_SPACE_AVAILABLE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1869\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 6\nOccupied-space rejections: 1553\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 37 CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST ============================================================ Date/Time: 2026-07-17 01:30:33 Experiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 5 Scenario seed: -1539455759581144283 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 28.09% Blocker-prone seat share (topology component): 59.26% Aisle-assignment balance: 100.00% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2648 Passengers seated: 321/324 Average waiting ticks: 542.01 Longest waiting passenger: P76->29D(RIGHT) Longest waiting ticks: 2589 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 3 Selected release potential total: 4 Last cluster decision: LEFT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 48 Regions dissolved: 3 Repeated reconstructions avoided: 48 Largest region lifetime: 28 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=28 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2993 Maximum occupied tiles: 17 Seat events: 162 Single-blocker events: 44 Multiple-blocker events: 20 Temporary aisle reoccupations: 89 RIGHT AISLE ----------- Total moves: 2686 Maximum occupied tiles: 13 Seat events: 159 Single-blocker events: 46 Multiple-blocker events: 16 Temporary aisle reoccupations: 79 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1677 Reservations granted: 1677 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7409 Longest unresolved passenger ID: 120 Longest unresolved row: 34 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P120(34F/RIGHT) -> P155(33H/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 120 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 13802 Total stationary ticks: 183765 Seat-event requests: 1871 Failed seat-event starts: 1550 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 155 Critical blocker identity: P155->33H(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P155(33H/RIGHT/WAITING_FOR_SEAT_EVENT) P120(34F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1550 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1550 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 803 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_SPACE_AVAILABLE Final snapshot prerequisite: YIELD_SPACE_AVAILABLE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: YIELD_SPACE_AVAILABLE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1869\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 6\nOccupied-space rejections: 1553\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 05 | standardDataset=321/324 (99.07%) | crossRowOnlyRiskDispersionDataset=321/324 (99.07%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=2 | clusterStarts=3 | convertedToSuccess=false | crossRowOnlyRiskDispersionWorse=false | standardFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL | crossRowOnlyRiskDispersionFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 37 CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST ============================================================ Date/Time: 2026-07-17 01:30:33 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 6 Scenario seed: 7742126381252513624 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.66% Blocker-prone seat share (topology component): 67.15% Aisle-assignment balance: 97.81% OUTCOME ------- Status: SUCCESS Completed ticks: 976 Passengers seated: 274/274 Average waiting ticks: 447.86 Longest waiting passenger: P149->11B(LEFT) Longest waiting ticks: 959 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 6 Selected release potential total: 5 Last cluster decision: LEFT:tiles16-20:occupied=5:anchor=P131:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 32 Regions dissolved: 1 Repeated reconstructions avoided: 32 Largest region lifetime: 33 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=33 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2259 Maximum occupied tiles: 14 Seat events: 140 Single-blocker events: 41 Multiple-blocker events: 13 Temporary aisle reoccupations: 67 RIGHT AISLE ----------- Total moves: 2028 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 42 Multiple-blocker events: 13 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 97 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5804 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7222 Total stationary ticks: 127794 Seat-event requests: 286 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 642 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 642 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 289\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 37 CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST ============================================================ Date/Time: 2026-07-17 01:30:33 Experiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 6 Scenario seed: 7742126381252513624 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.66% Blocker-prone seat share (topology component): 67.15% Aisle-assignment balance: 97.81% OUTCOME ------- Status: SUCCESS Completed ticks: 976 Passengers seated: 274/274 Average waiting ticks: 447.86 Longest waiting passenger: P149->11B(LEFT) Longest waiting ticks: 959 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 6 Selected release potential total: 5 Last cluster decision: LEFT:tiles16-20:occupied=5:anchor=P131:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 32 Regions dissolved: 1 Repeated reconstructions avoided: 32 Largest region lifetime: 33 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=33 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2259 Maximum occupied tiles: 14 Seat events: 140 Single-blocker events: 41 Multiple-blocker events: 13 Temporary aisle reoccupations: 67 RIGHT AISLE ----------- Total moves: 2028 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 42 Multiple-blocker events: 13 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 97 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5804 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7222 Total stationary ticks: 127794 Seat-event requests: 286 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 642 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 642 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 289\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 06 | standardDataset=274/274 (100.00%) | crossRowOnlyRiskDispersionDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=2 | convertedToSuccess=false | crossRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | crossRowOnlyRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 37 CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST ============================================================ Date/Time: 2026-07-17 01:30:33 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 7 Scenario seed: 7812629052322237302 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 245 Occupancy: 85% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 69.80% Aisle-assignment balance: 93.06% OUTCOME ------- Status: SUCCESS Completed ticks: 929 Passengers seated: 245/245 Average waiting ticks: 398.22 Longest waiting passenger: P129->29C(LEFT) Longest waiting ticks: 875 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 3 Selected release potential total: 4 Last cluster decision: LEFT:tiles13-15:occupied=3:anchor=P13:selected=P74:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 33 Regions dissolved: 2 Repeated reconstructions avoided: 33 Largest region lifetime: 21 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=21 Confirmation deferral ticks: 3 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1992 Maximum occupied tiles: 12 Seat events: 131 Single-blocker events: 39 Multiple-blocker events: 13 Temporary aisle reoccupations: 65 RIGHT AISLE ----------- Total moves: 1826 Maximum occupied tiles: 13 Seat events: 114 Single-blocker events: 37 Multiple-blocker events: 7 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 81 Reservations granted: 81 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4946 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6097 Total stationary ticks: 101759 Seat-event requests: 261 Failed seat-event starts: 16 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 578 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 16 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 578 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 259\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 9\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 37 CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST ============================================================ Date/Time: 2026-07-17 01:30:33 Experiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 7 Scenario seed: 7812629052322237302 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 245 Occupancy: 85% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 69.80% Aisle-assignment balance: 93.06% OUTCOME ------- Status: SUCCESS Completed ticks: 929 Passengers seated: 245/245 Average waiting ticks: 398.22 Longest waiting passenger: P129->29C(LEFT) Longest waiting ticks: 875 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 3 Selected release potential total: 4 Last cluster decision: LEFT:tiles13-15:occupied=3:anchor=P13:selected=P74:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 33 Regions dissolved: 2 Repeated reconstructions avoided: 33 Largest region lifetime: 21 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=21 Confirmation deferral ticks: 3 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1992 Maximum occupied tiles: 12 Seat events: 131 Single-blocker events: 39 Multiple-blocker events: 13 Temporary aisle reoccupations: 65 RIGHT AISLE ----------- Total moves: 1826 Maximum occupied tiles: 13 Seat events: 114 Single-blocker events: 37 Multiple-blocker events: 7 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 81 Reservations granted: 81 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4946 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6097 Total stationary ticks: 101759 Seat-event requests: 261 Failed seat-event starts: 16 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 578 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 16 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 578 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 259\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 9\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 07 | standardDataset=245/245 (100.00%) | crossRowOnlyRiskDispersionDataset=245/245 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | crossRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | crossRowOnlyRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 37 CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST ============================================================ Date/Time: 2026-07-17 01:30:33 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 8 Scenario seed: 8571474473319374705 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 1005 Passengers seated: 282/282 Average waiting ticks: 469.83 Longest waiting passenger: P97->18I(RIGHT) Longest waiting ticks: 959 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 3 Executable cluster candidates: 3 Rejected cluster candidates: 0 Cluster selections: 3 Cluster-selected events started: 4 Largest detected cluster: 4 Selected release potential total: 7 Last cluster decision: RIGHT:tiles16-19:occupied=3:anchor=P38:selected=P122:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 26 Regions dissolved: 3 Repeated reconstructions avoided: 26 Largest region lifetime: 11 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=9 Confirmation deferral ticks: 6 Regions reaching confirmation: 3 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2233 Maximum occupied tiles: 15 Seat events: 140 Single-blocker events: 37 Multiple-blocker events: 9 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 2168 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 39 Multiple-blocker events: 14 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 99 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5578 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7004 Total stationary ticks: 137204 Seat-event requests: 300 Failed seat-event starts: 18 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 768 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 18 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 768 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 8\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 37 CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST ============================================================ Date/Time: 2026-07-17 01:30:33 Experiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 8 Scenario seed: 8571474473319374705 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 1005 Passengers seated: 282/282 Average waiting ticks: 469.83 Longest waiting passenger: P97->18I(RIGHT) Longest waiting ticks: 959 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 3 Executable cluster candidates: 3 Rejected cluster candidates: 0 Cluster selections: 3 Cluster-selected events started: 4 Largest detected cluster: 4 Selected release potential total: 7 Last cluster decision: RIGHT:tiles16-19:occupied=3:anchor=P38:selected=P122:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 26 Regions dissolved: 3 Repeated reconstructions avoided: 26 Largest region lifetime: 11 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=9 Confirmation deferral ticks: 6 Regions reaching confirmation: 3 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2233 Maximum occupied tiles: 15 Seat events: 140 Single-blocker events: 37 Multiple-blocker events: 9 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 2168 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 39 Multiple-blocker events: 14 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 99 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5578 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7004 Total stationary ticks: 137204 Seat-event requests: 300 Failed seat-event starts: 18 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 768 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 18 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 768 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 8\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 08 | standardDataset=282/282 (100.00%) | crossRowOnlyRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=3 | clusterStarts=4 | convertedToSuccess=false | crossRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | crossRowOnlyRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 37 CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST ============================================================ Date/Time: 2026-07-17 01:30:33 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 9 Scenario seed: -5079532308886993201 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.05% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 96.32% OUTCOME ------- Status: SUCCESS Completed ticks: 1297 Passengers seated: 353/353 Average waiting ticks: 586.85 Longest waiting passenger: P11->7D(RIGHT) Longest waiting ticks: 1233 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 5 Last cluster decision: LEFT:tiles27-30:occupied=3:anchor=P73:selected=P121:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 46 Regions dissolved: 3 Repeated reconstructions avoided: 46 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=9 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3024 Maximum occupied tiles: 13 Seat events: 170 Single-blocker events: 62 Multiple-blocker events: 22 Temporary aisle reoccupations: 112 RIGHT AISLE ----------- Total moves: 3132 Maximum occupied tiles: 15 Seat events: 183 Single-blocker events: 51 Multiple-blocker events: 24 Temporary aisle reoccupations: 106 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 158 Reservations granted: 158 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7652 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9386 Total stationary ticks: 213688 Seat-event requests: 381 Failed seat-event starts: 28 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 838 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 28 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 838 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 379\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 7\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 37 CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST ============================================================ Date/Time: 2026-07-17 01:30:33 Experiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 9 Scenario seed: -5079532308886993201 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 28.05% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 96.32% OUTCOME ------- Status: SUCCESS Completed ticks: 1297 Passengers seated: 353/353 Average waiting ticks: 586.88 Longest waiting passenger: P11->7D(RIGHT) Longest waiting ticks: 1233 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 5 Last cluster decision: LEFT:tiles27-30:occupied=3:anchor=P73:selected=P121:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 46 Regions dissolved: 3 Repeated reconstructions avoided: 46 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=9 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3024 Maximum occupied tiles: 13 Seat events: 170 Single-blocker events: 62 Multiple-blocker events: 22 Temporary aisle reoccupations: 112 RIGHT AISLE ----------- Total moves: 3132 Maximum occupied tiles: 15 Seat events: 183 Single-blocker events: 51 Multiple-blocker events: 24 Temporary aisle reoccupations: 106 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 158 Reservations granted: 158 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7638 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9374 Total stationary ticks: 213685 Seat-event requests: 381 Failed seat-event starts: 28 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 840 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 28 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 840 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 379\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 7\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 09 | standardDataset=353/353 (100.00%) | crossRowOnlyRiskDispersionDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | crossRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | crossRowOnlyRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 37 CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST ============================================================ Date/Time: 2026-07-17 01:30:33 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 10 Scenario seed: -5958035683947804296 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 874 Passengers seated: 235/235 Average waiting ticks: 396.99 Longest waiting passenger: P145->27H(RIGHT) Longest waiting ticks: 820 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1708 Maximum occupied tiles: 11 Seat events: 115 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 1728 Maximum occupied tiles: 10 Seat events: 120 Single-blocker events: 34 Multiple-blocker events: 13 Temporary aisle reoccupations: 63 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 127 Reservations granted: 121 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4162 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5219 Total stationary ticks: 96696 Seat-event requests: 239 Failed seat-event starts: 4 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 540 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 4 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 37 CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST ============================================================ Date/Time: 2026-07-17 01:30:33 Experiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 10 Scenario seed: -5958035683947804296 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 873 Passengers seated: 235/235 Average waiting ticks: 396.28 Longest waiting passenger: P145->27H(RIGHT) Longest waiting ticks: 819 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1708 Maximum occupied tiles: 11 Seat events: 115 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 1728 Maximum occupied tiles: 10 Seat events: 120 Single-blocker events: 34 Multiple-blocker events: 13 Temporary aisle reoccupations: 63 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 129 Reservations granted: 121 Reservations denied/waited: 8 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4219 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5248 Total stationary ticks: 96582 Seat-event requests: 239 Failed seat-event starts: 4 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 517 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 4 Rear-boundary failures: 0 Middle-bank reservation failures: 8 Active-event deferrals: 517 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 247\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 10 | standardDataset=235/235 (100.00%) | crossRowOnlyRiskDispersionDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | crossRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | crossRowOnlyRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 37 CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST ============================================================ Date/Time: 2026-07-17 01:30:33 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 11 Scenario seed: -1147877779561771185 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.85% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 96.88% OUTCOME ------- Status: SUCCESS Completed ticks: 709 Passengers seated: 192/192 Average waiting ticks: 309.80 Longest waiting passenger: P7->27F(LEFT) Longest waiting ticks: 650 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 16 Regions dissolved: 2 Repeated reconstructions avoided: 16 Largest region lifetime: 14 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=4 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1362 Maximum occupied tiles: 11 Seat events: 99 Single-blocker events: 30 Multiple-blocker events: 8 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1394 Maximum occupied tiles: 12 Seat events: 93 Single-blocker events: 26 Multiple-blocker events: 3 Temporary aisle reoccupations: 32 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 101 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3726 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4717 Total stationary ticks: 62697 Seat-event requests: 199 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 486 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 486 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 199\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 37 CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST ============================================================ Date/Time: 2026-07-17 01:30:33 Experiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 11 Scenario seed: -1147877779561771185 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.85% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 96.88% OUTCOME ------- Status: SUCCESS Completed ticks: 709 Passengers seated: 192/192 Average waiting ticks: 309.80 Longest waiting passenger: P7->27F(LEFT) Longest waiting ticks: 650 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 16 Regions dissolved: 2 Repeated reconstructions avoided: 16 Largest region lifetime: 14 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=4 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1362 Maximum occupied tiles: 11 Seat events: 99 Single-blocker events: 30 Multiple-blocker events: 8 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1394 Maximum occupied tiles: 12 Seat events: 93 Single-blocker events: 26 Multiple-blocker events: 3 Temporary aisle reoccupations: 32 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 101 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3726 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4717 Total stationary ticks: 62697 Seat-event requests: 199 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 486 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 486 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 199\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 11 | standardDataset=192/192 (100.00%) | crossRowOnlyRiskDispersionDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | crossRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | crossRowOnlyRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 37 CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST ============================================================ Date/Time: 2026-07-17 01:30:33 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 12 Scenario seed: -1419555593767643522 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.88% Blocker-prone seat share (topology component): 74.02% Aisle-assignment balance: 99.02% OUTCOME ------- Status: SUCCESS Completed ticks: 721 Passengers seated: 204/204 Average waiting ticks: 326.59 Longest waiting passenger: P101->2C(LEFT) Longest waiting ticks: 684 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles24-26:occupied=3:anchor=P133:selected=P94:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1503 Maximum occupied tiles: 12 Seat events: 103 Single-blocker events: 22 Multiple-blocker events: 9 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1416 Maximum occupied tiles: 10 Seat events: 101 Single-blocker events: 17 Multiple-blocker events: 10 Temporary aisle reoccupations: 39 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 110 Reservations granted: 110 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3837 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4685 Total stationary ticks: 69817 Seat-event requests: 214 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 438 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 438 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 213\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 37 CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST ============================================================ Date/Time: 2026-07-17 01:30:33 Experiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 12 Scenario seed: -1419555593767643522 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.88% Blocker-prone seat share (topology component): 74.02% Aisle-assignment balance: 99.02% OUTCOME ------- Status: SUCCESS Completed ticks: 721 Passengers seated: 204/204 Average waiting ticks: 326.65 Longest waiting passenger: P101->2C(LEFT) Longest waiting ticks: 684 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles24-26:occupied=3:anchor=P133:selected=P94:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1503 Maximum occupied tiles: 12 Seat events: 103 Single-blocker events: 22 Multiple-blocker events: 9 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1416 Maximum occupied tiles: 10 Seat events: 101 Single-blocker events: 17 Multiple-blocker events: 10 Temporary aisle reoccupations: 39 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 110 Reservations granted: 110 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3827 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4670 Total stationary ticks: 69812 Seat-event requests: 214 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 440 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 440 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 213\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 12 | standardDataset=204/204 (100.00%) | crossRowOnlyRiskDispersionDataset=204/204 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | crossRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | crossRowOnlyRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 37 CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST ============================================================ Date/Time: 2026-07-17 01:30:33 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 13 Scenario seed: -7851773457640452136 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.39% Blocker-prone seat share (topology component): 66.06% Aisle-assignment balance: 95.62% OUTCOME ------- Status: SUCCESS Completed ticks: 1010 Passengers seated: 274/274 Average waiting ticks: 449.14 Longest waiting passenger: P104->19D(RIGHT) Longest waiting ticks: 949 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1978 Maximum occupied tiles: 14 Seat events: 131 Single-blocker events: 27 Multiple-blocker events: 16 Temporary aisle reoccupations: 59 RIGHT AISLE ----------- Total moves: 2277 Maximum occupied tiles: 13 Seat events: 143 Single-blocker events: 29 Multiple-blocker events: 19 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 93 Reservations granted: 93 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5688 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7086 Total stationary ticks: 127972 Seat-event requests: 283 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 716 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 716 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 283\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 37 CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST ============================================================ Date/Time: 2026-07-17 01:30:33 Experiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 13 Scenario seed: -7851773457640452136 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.39% Blocker-prone seat share (topology component): 66.06% Aisle-assignment balance: 95.62% OUTCOME ------- Status: SUCCESS Completed ticks: 1010 Passengers seated: 274/274 Average waiting ticks: 449.14 Longest waiting passenger: P104->19D(RIGHT) Longest waiting ticks: 949 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1978 Maximum occupied tiles: 14 Seat events: 131 Single-blocker events: 27 Multiple-blocker events: 16 Temporary aisle reoccupations: 59 RIGHT AISLE ----------- Total moves: 2277 Maximum occupied tiles: 13 Seat events: 143 Single-blocker events: 29 Multiple-blocker events: 19 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 93 Reservations granted: 93 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5688 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7086 Total stationary ticks: 127972 Seat-event requests: 283 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 716 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 716 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 283\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 13 | standardDataset=274/274 (100.00%) | crossRowOnlyRiskDispersionDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | crossRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | crossRowOnlyRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 37 CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST ============================================================ Date/Time: 2026-07-17 01:30:33 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 14 Scenario seed: -2266351266638417809 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.10% Blocker-prone seat share (topology component): 57.84% Aisle-assignment balance: 95.42% OUTCOME ------- Status: SUCCESS Completed ticks: 1130 Passengers seated: 306/306 Average waiting ticks: 500.87 Longest waiting passenger: P81->12D(LEFT) Longest waiting ticks: 1059 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 7 Selected release potential total: 10 Last cluster decision: RIGHT:region=R4:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 59 Regions dissolved: 4 Repeated reconstructions avoided: 59 Largest region lifetime: 35 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=8 Confirmation deferral ticks: 6 Regions reaching confirmation: 2 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2638 Maximum occupied tiles: 12 Seat events: 160 Single-blocker events: 50 Multiple-blocker events: 25 Temporary aisle reoccupations: 104 RIGHT AISLE ----------- Total moves: 2661 Maximum occupied tiles: 14 Seat events: 146 Single-blocker events: 42 Multiple-blocker events: 16 Temporary aisle reoccupations: 77 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 137 Reservations granted: 135 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6785 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8504 Total stationary ticks: 159242 Seat-event requests: 329 Failed seat-event starts: 23 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 770 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 23 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 770 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 329\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 25\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 37 CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST ============================================================ Date/Time: 2026-07-17 01:30:33 Experiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 14 Scenario seed: -2266351266638417809 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 28.10% Blocker-prone seat share (topology component): 57.84% Aisle-assignment balance: 95.42% OUTCOME ------- Status: SUCCESS Completed ticks: 1130 Passengers seated: 306/306 Average waiting ticks: 500.86 Longest waiting passenger: P81->12D(LEFT) Longest waiting ticks: 1059 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 7 Selected release potential total: 10 Last cluster decision: RIGHT:region=R4:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 59 Regions dissolved: 4 Repeated reconstructions avoided: 59 Largest region lifetime: 35 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=8 Confirmation deferral ticks: 6 Regions reaching confirmation: 2 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2638 Maximum occupied tiles: 12 Seat events: 160 Single-blocker events: 50 Multiple-blocker events: 25 Temporary aisle reoccupations: 104 RIGHT AISLE ----------- Total moves: 2661 Maximum occupied tiles: 14 Seat events: 146 Single-blocker events: 42 Multiple-blocker events: 16 Temporary aisle reoccupations: 77 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 137 Reservations granted: 135 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6790 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8497 Total stationary ticks: 159240 Seat-event requests: 329 Failed seat-event starts: 23 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 765 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 23 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 765 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 329\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 25\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 14 | standardDataset=306/306 (100.00%) | crossRowOnlyRiskDispersionDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=4 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | crossRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | crossRowOnlyRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 37 CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST ============================================================ Date/Time: 2026-07-17 01:30:33 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 15 Scenario seed: -2981123562452203872 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 74.54% Aisle-assignment balance: 91.67% OUTCOME ------- Status: SUCCESS Completed ticks: 827 Passengers seated: 216/216 Average waiting ticks: 352.35 Longest waiting passenger: P41->23D(LEFT) Longest waiting ticks: 777 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1633 Maximum occupied tiles: 11 Seat events: 117 Single-blocker events: 31 Multiple-blocker events: 12 Temporary aisle reoccupations: 56 RIGHT AISLE ----------- Total moves: 1499 Maximum occupied tiles: 12 Seat events: 99 Single-blocker events: 22 Multiple-blocker events: 5 Temporary aisle reoccupations: 35 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 118 Reservations granted: 110 Reservations denied/waited: 8 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4072 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5134 Total stationary ticks: 79643 Seat-event requests: 220 Failed seat-event starts: 4 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 467 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 4 Rear-boundary failures: 0 Middle-bank reservation failures: 8 Active-event deferrals: 467 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 229\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 37 CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST ============================================================ Date/Time: 2026-07-17 01:30:33 Experiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 15 Scenario seed: -2981123562452203872 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 74.54% Aisle-assignment balance: 91.67% OUTCOME ------- Status: SUCCESS Completed ticks: 827 Passengers seated: 216/216 Average waiting ticks: 352.35 Longest waiting passenger: P41->23D(LEFT) Longest waiting ticks: 777 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1633 Maximum occupied tiles: 11 Seat events: 117 Single-blocker events: 31 Multiple-blocker events: 12 Temporary aisle reoccupations: 56 RIGHT AISLE ----------- Total moves: 1499 Maximum occupied tiles: 12 Seat events: 99 Single-blocker events: 22 Multiple-blocker events: 5 Temporary aisle reoccupations: 35 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 118 Reservations granted: 110 Reservations denied/waited: 8 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4072 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5134 Total stationary ticks: 79643 Seat-event requests: 220 Failed seat-event starts: 4 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 467 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 4 Rear-boundary failures: 0 Middle-bank reservation failures: 8 Active-event deferrals: 467 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 229\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 15 | standardDataset=216/216 (100.00%) | crossRowOnlyRiskDispersionDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | crossRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | crossRowOnlyRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 37 CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST ============================================================ Date/Time: 2026-07-17 01:30:33 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 16 Scenario seed: 7615657183330099130 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 26.47% Blocker-prone seat share (topology component): 61.76% Aisle-assignment balance: 98.69% OUTCOME ------- Status: SUCCESS Completed ticks: 1120 Passengers seated: 306/306 Average waiting ticks: 522.28 Longest waiting passenger: P249->15B(LEFT) Longest waiting ticks: 1061 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 22 Regions dissolved: 2 Repeated reconstructions avoided: 22 Largest region lifetime: 13 Maximum simultaneous active regions: 2 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2760 Maximum occupied tiles: 11 Seat events: 155 Single-blocker events: 40 Multiple-blocker events: 17 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2552 Maximum occupied tiles: 11 Seat events: 151 Single-blocker events: 34 Multiple-blocker events: 19 Temporary aisle reoccupations: 74 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 131 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6164 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7555 Total stationary ticks: 164974 Seat-event requests: 326 Failed seat-event starts: 20 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 732 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 20 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 732 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 325\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 37 CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST ============================================================ Date/Time: 2026-07-17 01:30:33 Experiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 16 Scenario seed: 7615657183330099130 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 26.47% Blocker-prone seat share (topology component): 61.76% Aisle-assignment balance: 98.69% OUTCOME ------- Status: SUCCESS Completed ticks: 1120 Passengers seated: 306/306 Average waiting ticks: 522.28 Longest waiting passenger: P249->15B(LEFT) Longest waiting ticks: 1061 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 22 Regions dissolved: 2 Repeated reconstructions avoided: 22 Largest region lifetime: 13 Maximum simultaneous active regions: 2 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2760 Maximum occupied tiles: 11 Seat events: 155 Single-blocker events: 40 Multiple-blocker events: 17 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2552 Maximum occupied tiles: 11 Seat events: 151 Single-blocker events: 34 Multiple-blocker events: 19 Temporary aisle reoccupations: 74 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 131 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6164 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7555 Total stationary ticks: 164974 Seat-event requests: 326 Failed seat-event starts: 20 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 732 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 20 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 732 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 325\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 16 | standardDataset=306/306 (100.00%) | crossRowOnlyRiskDispersionDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | crossRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | crossRowOnlyRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 37 CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST ============================================================ Date/Time: 2026-07-17 01:30:33 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 17 Scenario seed: -589593398444675577 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.76% Blocker-prone seat share (topology component): 60.46% Aisle-assignment balance: 98.69% OUTCOME ------- Status: SUCCESS Completed ticks: 1092 Passengers seated: 306/306 Average waiting ticks: 503.19 Longest waiting passenger: P130->12G(LEFT) Longest waiting ticks: 1030 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2855 Maximum occupied tiles: 14 Seat events: 155 Single-blocker events: 36 Multiple-blocker events: 15 Temporary aisle reoccupations: 70 RIGHT AISLE ----------- Total moves: 2452 Maximum occupied tiles: 12 Seat events: 151 Single-blocker events: 38 Multiple-blocker events: 15 Temporary aisle reoccupations: 69 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 138 Reservations granted: 138 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6426 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7736 Total stationary ticks: 159435 Seat-event requests: 323 Failed seat-event starts: 17 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 665 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 17 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 665 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 323\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 37 CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST ============================================================ Date/Time: 2026-07-17 01:30:33 Experiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 17 Scenario seed: -589593398444675577 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 28.76% Blocker-prone seat share (topology component): 60.46% Aisle-assignment balance: 98.69% OUTCOME ------- Status: SUCCESS Completed ticks: 1092 Passengers seated: 306/306 Average waiting ticks: 503.19 Longest waiting passenger: P130->12G(LEFT) Longest waiting ticks: 1030 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2855 Maximum occupied tiles: 14 Seat events: 155 Single-blocker events: 36 Multiple-blocker events: 15 Temporary aisle reoccupations: 70 RIGHT AISLE ----------- Total moves: 2452 Maximum occupied tiles: 12 Seat events: 151 Single-blocker events: 38 Multiple-blocker events: 15 Temporary aisle reoccupations: 69 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 138 Reservations granted: 138 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6426 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7736 Total stationary ticks: 159435 Seat-event requests: 323 Failed seat-event starts: 17 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 665 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 17 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 665 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 323\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 17 | standardDataset=306/306 (100.00%) | crossRowOnlyRiskDispersionDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | crossRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | crossRowOnlyRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 37 CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST ============================================================ Date/Time: 2026-07-17 01:30:33 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 18 Scenario seed: 9189613142654246273 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 288 Occupancy: 80% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.08% Blocker-prone seat share (topology component): 59.72% Aisle-assignment balance: 92.36% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2607 Passengers seated: 264/288 Average waiting ticks: 486.74 Longest waiting passenger: P20->29E(RIGHT) Longest waiting ticks: 2565 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 27 Cluster candidates evaluated: 26 Executable cluster candidates: 1 Rejected cluster candidates: 25 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 24 Selected release potential total: 2 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 2122 Regions dissolved: 1 Repeated reconstructions avoided: 2122 Largest region lifetime: 2110 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2110:occupied=24 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1867 State changes reopening evaluation: 26 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2733 Maximum occupied tiles: 12 Seat events: 155 Single-blocker events: 44 Multiple-blocker events: 11 Temporary aisle reoccupations: 67 RIGHT AISLE ----------- Total moves: 2201 Maximum occupied tiles: 29 Seat events: 109 Single-blocker events: 34 Multiple-blocker events: 6 Temporary aisle reoccupations: 46 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 2019 Reservations granted: 2019 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 22 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 42103 Longest unresolved passenger ID: 97 Longest unresolved row: 36 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 19 Longest dependency chain: P134(15J/RIGHT) -> P139(27G/RIGHT) -> P119(29H/RIGHT) -> P195(16I/RIGHT) -> P244(16D/RIGHT) -> P116(25J/RIGHT) -> P91(25I/RIGHT) -> P49(24G/RIGHT) -> P120(21H/RIGHT) -> P53(33F/RIGHT) -> P275(29I/RIGHT) -> P72(25E/RIGHT) -> P92(27I/RIGHT) -> P83(31J/RIGHT) -> P40(33H/RIGHT) -> P255(29D/RIGHT) -> P284(30H/RIGHT) -> P82(32I/RIGHT) -> P20(29E/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 134 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 22 Total blocked ticks: 52556 Total stationary ticks: 186649 Seat-event requests: 2182 Failed seat-event starts: 1918 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 20 Critical blocker identity: P20->29E(RIGHT) Direct fan-out: 1 Total indirect descendants: 18 Critical tree size including blocker: 19 Critical tree depth: 19 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 24 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 5 Critical blocker tree: P20(29E/RIGHT/WAITING_FOR_SEAT_EVENT) P82(32I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P284(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P255(29D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P40(33H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P83(31J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P92(27I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P72(25E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P275(29I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P53(33F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P120(21H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P49(24G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P91(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P116(25J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P244(16D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P195(16I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P119(29H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P139(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P134(15J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1859 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: 145 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1859 Rear-boundary failures: 59 Middle-bank reservation failures: 0 Active-event deferrals: 861 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 5 Yield-occupant trace: yieldOccupant[145]: P145(33I/RIGHT/MOVING_IN_AISLE@tile31) -> P283(33J/RIGHT/MOVING_IN_AISLE@tile32) -> P202(35I/RIGHT/MOVING_IN_AISLE@tile33) -> P97(36J/RIGHT/MOVING_IN_AISLE@tile34) -> P99(35D/RIGHT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P99->35D(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P145{seat=33I,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=31,directBlocker=283,lastMoveTick=592,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: 145 Final row-event chain: 20|145|283|202|97|99 Final row-event chain length: 6 Distinct row events in chain: 6 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2181\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 1861\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 37 CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST ============================================================ Date/Time: 2026-07-17 01:30:33 Experiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 18 Scenario seed: 9189613142654246273 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 288 Occupancy: 80% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.08% Blocker-prone seat share (topology component): 59.72% Aisle-assignment balance: 92.36% OUTCOME ------- Status: SUCCESS Completed ticks: 1105 Passengers seated: 288/288 Average waiting ticks: 480.43 Longest waiting passenger: P61->22G(LEFT) Longest waiting ticks: 1058 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 3 Selected release potential total: 4 Last cluster decision: RIGHT:tiles8-10:occupied=3:anchor=P27:selected=P155:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 21 Regions dissolved: 2 Repeated reconstructions avoided: 21 Largest region lifetime: 14 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=9 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2733 Maximum occupied tiles: 12 Seat events: 155 Single-blocker events: 43 Multiple-blocker events: 12 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 2324 Maximum occupied tiles: 12 Seat events: 133 Single-blocker events: 40 Multiple-blocker events: 13 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 126 Reservations granted: 126 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6204 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7545 Total stationary ticks: 143677 Seat-event requests: 305 Failed seat-event starts: 17 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 669 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 17 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 669 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 18 | standardDataset=264/288 (91.67%) | crossRowOnlyRiskDispersionDataset=288/288 (100.00%) | seatedDelta=+24 | completionDelta=+8.33% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=true | crossRowOnlyRiskDispersionWorse=false | standardFamily=MOVING_PASSENGER_YIELD_CHAIN | crossRowOnlyRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 37 CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST ============================================================ Date/Time: 2026-07-17 01:30:33 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 19 Scenario seed: -37205220229494259 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.07% Blocker-prone seat share (topology component): 60.23% Aisle-assignment balance: 96.49% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2708 Passengers seated: 335/342 Average waiting ticks: 565.21 Longest waiting passenger: P76->35F(LEFT) Longest waiting ticks: 2668 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 5 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 7 Selected release potential total: 0 Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1653 Regions dissolved: 1 Repeated reconstructions avoided: 1653 Largest region lifetime: 1632 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1632:occupied=7 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1538 State changes reopening evaluation: 4 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2958 Maximum occupied tiles: 16 Seat events: 170 Single-blocker events: 36 Multiple-blocker events: 20 Temporary aisle reoccupations: 79 RIGHT AISLE ----------- Total moves: 2954 Maximum occupied tiles: 14 Seat events: 165 Single-blocker events: 38 Multiple-blocker events: 22 Temporary aisle reoccupations: 84 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1697 Reservations granted: 1695 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 6 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 10232 Longest unresolved passenger ID: 106 Longest unresolved row: 35 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 7 Longest dependency chain: P207(34C/LEFT) -> P200(36E/LEFT) -> P162(32B/LEFT) -> P18(33D/LEFT) -> P161(34B/LEFT) -> P106(35A/LEFT) -> P76(35F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 207 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 6 Total blocked ticks: 20384 Total stationary ticks: 209293 Seat-event requests: 1907 Failed seat-event starts: 1572 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 76 Critical blocker identity: P76->35F(LEFT) Direct fan-out: 1 Total indirect descendants: 6 Critical tree size including blocker: 7 Critical tree depth: 7 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 7 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P76(35F/LEFT/WAITING_FOR_SEAT_EVENT) P106(35A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P161(34B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P18(33D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P162(32B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P200(36E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P207(34C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1555 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 36|37 Critical blocker unavailable yield tiles: 37 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 17 Rear-boundary failures: 1555 Middle-bank reservation failures: 2 Active-event deferrals: 979 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 36|37 Current unavailable yield tiles: 37 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1909\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 37 CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST ============================================================ Date/Time: 2026-07-17 01:30:33 Experiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 19 Scenario seed: -37205220229494259 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 28.07% Blocker-prone seat share (topology component): 60.23% Aisle-assignment balance: 96.49% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2708 Passengers seated: 335/342 Average waiting ticks: 565.21 Longest waiting passenger: P76->35F(LEFT) Longest waiting ticks: 2668 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 5 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 7 Selected release potential total: 0 Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1653 Regions dissolved: 1 Repeated reconstructions avoided: 1653 Largest region lifetime: 1632 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1632:occupied=7 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1538 State changes reopening evaluation: 4 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2958 Maximum occupied tiles: 16 Seat events: 170 Single-blocker events: 36 Multiple-blocker events: 20 Temporary aisle reoccupations: 79 RIGHT AISLE ----------- Total moves: 2954 Maximum occupied tiles: 14 Seat events: 165 Single-blocker events: 38 Multiple-blocker events: 22 Temporary aisle reoccupations: 84 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1697 Reservations granted: 1695 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 6 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 10232 Longest unresolved passenger ID: 106 Longest unresolved row: 35 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 7 Longest dependency chain: P207(34C/LEFT) -> P200(36E/LEFT) -> P162(32B/LEFT) -> P18(33D/LEFT) -> P161(34B/LEFT) -> P106(35A/LEFT) -> P76(35F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 207 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 6 Total blocked ticks: 20384 Total stationary ticks: 209293 Seat-event requests: 1907 Failed seat-event starts: 1572 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 76 Critical blocker identity: P76->35F(LEFT) Direct fan-out: 1 Total indirect descendants: 6 Critical tree size including blocker: 7 Critical tree depth: 7 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 7 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P76(35F/LEFT/WAITING_FOR_SEAT_EVENT) P106(35A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P161(34B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P18(33D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P162(32B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P200(36E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P207(34C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1555 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 36|37 Critical blocker unavailable yield tiles: 37 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 17 Rear-boundary failures: 1555 Middle-bank reservation failures: 2 Active-event deferrals: 979 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 36|37 Current unavailable yield tiles: 37 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1909\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 19 | standardDataset=335/342 (97.95%) | crossRowOnlyRiskDispersionDataset=335/342 (97.95%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | crossRowOnlyRiskDispersionWorse=false | standardFamily=REAR_BOUNDARY_LOCK | crossRowOnlyRiskDispersionFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 37 CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST ============================================================ Date/Time: 2026-07-17 01:30:34 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 20 Scenario seed: -955376728611839717 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.75% Blocker-prone seat share (topology component): 66.06% Aisle-assignment balance: 91.24% OUTCOME ------- Status: SUCCESS Completed ticks: 1040 Passengers seated: 274/274 Average waiting ticks: 451.03 Longest waiting passenger: P132->12A(LEFT) Longest waiting ticks: 994 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: RIGHT:tiles17-19:occupied=3:anchor=P120:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 66 Regions dissolved: 2 Repeated reconstructions avoided: 66 Largest region lifetime: 57 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=11 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2300 Maximum occupied tiles: 14 Seat events: 149 Single-blocker events: 40 Multiple-blocker events: 14 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 1973 Maximum occupied tiles: 13 Seat events: 125 Single-blocker events: 41 Multiple-blocker events: 13 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 93 Reservations granted: 90 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5614 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7412 Total stationary ticks: 128629 Seat-event requests: 292 Failed seat-event starts: 18 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 823 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 18 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 823 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 293\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 7\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 37 CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST ============================================================ Date/Time: 2026-07-17 01:30:34 Experiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 20 Scenario seed: -955376728611839717 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.75% Blocker-prone seat share (topology component): 66.06% Aisle-assignment balance: 91.24% OUTCOME ------- Status: SUCCESS Completed ticks: 1040 Passengers seated: 274/274 Average waiting ticks: 451.01 Longest waiting passenger: P132->12A(LEFT) Longest waiting ticks: 994 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: RIGHT:tiles17-19:occupied=3:anchor=P120:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 66 Regions dissolved: 2 Repeated reconstructions avoided: 66 Largest region lifetime: 57 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=11 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2300 Maximum occupied tiles: 14 Seat events: 149 Single-blocker events: 40 Multiple-blocker events: 14 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 1973 Maximum occupied tiles: 13 Seat events: 125 Single-blocker events: 41 Multiple-blocker events: 13 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 93 Reservations granted: 90 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5629 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7420 Total stationary ticks: 128632 Seat-event requests: 292 Failed seat-event starts: 18 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 823 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 18 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 823 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 293\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 7\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 20 | standardDataset=274/274 (100.00%) | crossRowOnlyRiskDispersionDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=2 | clusterStarts=3 | convertedToSuccess=false | crossRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | crossRowOnlyRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 37 CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST ============================================================ Date/Time: 2026-07-17 01:30:34 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 21 Scenario seed: -6035631021244819435 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 245 Occupancy: 85% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.02% Blocker-prone seat share (topology component): 66.94% Aisle-assignment balance: 99.59% OUTCOME ------- Status: SUCCESS Completed ticks: 866 Passengers seated: 245/245 Average waiting ticks: 396.93 Longest waiting passenger: P204->12E(LEFT) Longest waiting ticks: 815 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1863 Maximum occupied tiles: 12 Seat events: 123 Single-blocker events: 31 Multiple-blocker events: 13 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1926 Maximum occupied tiles: 11 Seat events: 122 Single-blocker events: 26 Multiple-blocker events: 9 Temporary aisle reoccupations: 44 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 80 Reservations granted: 79 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4777 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5881 Total stationary ticks: 101293 Seat-event requests: 252 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 557 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 557 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 253\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 37 CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST ============================================================ Date/Time: 2026-07-17 01:30:34 Experiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 21 Scenario seed: -6035631021244819435 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 245 Occupancy: 85% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.02% Blocker-prone seat share (topology component): 66.94% Aisle-assignment balance: 99.59% OUTCOME ------- Status: SUCCESS Completed ticks: 866 Passengers seated: 245/245 Average waiting ticks: 396.93 Longest waiting passenger: P204->12E(LEFT) Longest waiting ticks: 815 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1863 Maximum occupied tiles: 12 Seat events: 123 Single-blocker events: 31 Multiple-blocker events: 13 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1926 Maximum occupied tiles: 11 Seat events: 122 Single-blocker events: 26 Multiple-blocker events: 9 Temporary aisle reoccupations: 44 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 80 Reservations granted: 79 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4777 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5881 Total stationary ticks: 101293 Seat-event requests: 252 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 557 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 557 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 253\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 21 | standardDataset=245/245 (100.00%) | crossRowOnlyRiskDispersionDataset=245/245 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | crossRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | crossRowOnlyRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 37 CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST ============================================================ Date/Time: 2026-07-17 01:30:34 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 22 Scenario seed: -3213233570023646740 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.47% Blocker-prone seat share (topology component): 59.88% Aisle-assignment balance: 96.91% OUTCOME ------- Status: SUCCESS Completed ticks: 1188 Passengers seated: 324/324 Average waiting ticks: 537.88 Longest waiting passenger: P21->10F(RIGHT) Longest waiting ticks: 1122 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 26 Regions dissolved: 2 Repeated reconstructions avoided: 26 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2697 Maximum occupied tiles: 12 Seat events: 157 Single-blocker events: 51 Multiple-blocker events: 16 Temporary aisle reoccupations: 84 RIGHT AISLE ----------- Total moves: 2911 Maximum occupied tiles: 13 Seat events: 167 Single-blocker events: 44 Multiple-blocker events: 19 Temporary aisle reoccupations: 88 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 141 Reservations granted: 141 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6673 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8320 Total stationary ticks: 180004 Seat-event requests: 337 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 803 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 803 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 336\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 37 CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST ============================================================ Date/Time: 2026-07-17 01:30:34 Experiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 22 Scenario seed: -3213233570023646740 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.47% Blocker-prone seat share (topology component): 59.88% Aisle-assignment balance: 96.91% OUTCOME ------- Status: SUCCESS Completed ticks: 1188 Passengers seated: 324/324 Average waiting ticks: 537.88 Longest waiting passenger: P21->10F(RIGHT) Longest waiting ticks: 1122 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 26 Regions dissolved: 2 Repeated reconstructions avoided: 26 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2697 Maximum occupied tiles: 12 Seat events: 157 Single-blocker events: 51 Multiple-blocker events: 16 Temporary aisle reoccupations: 84 RIGHT AISLE ----------- Total moves: 2911 Maximum occupied tiles: 13 Seat events: 167 Single-blocker events: 44 Multiple-blocker events: 19 Temporary aisle reoccupations: 88 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 141 Reservations granted: 141 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6673 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8320 Total stationary ticks: 180004 Seat-event requests: 337 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 803 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 803 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 336\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 22 | standardDataset=324/324 (100.00%) | crossRowOnlyRiskDispersionDataset=324/324 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | crossRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | crossRowOnlyRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 37 CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST ============================================================ Date/Time: 2026-07-17 01:30:34 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 23 Scenario seed: -2743758625516220443 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.40% Blocker-prone seat share (topology component): 59.26% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 1157 Passengers seated: 324/324 Average waiting ticks: 536.26 Longest waiting passenger: P24->19B(LEFT) Longest waiting ticks: 1089 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 44 Regions dissolved: 3 Repeated reconstructions avoided: 44 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2827 Maximum occupied tiles: 14 Seat events: 162 Single-blocker events: 45 Multiple-blocker events: 24 Temporary aisle reoccupations: 97 RIGHT AISLE ----------- Total moves: 2812 Maximum occupied tiles: 13 Seat events: 162 Single-blocker events: 45 Multiple-blocker events: 20 Temporary aisle reoccupations: 89 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 135 Reservations granted: 135 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7014 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8489 Total stationary ticks: 179693 Seat-event requests: 351 Failed seat-event starts: 27 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 722 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 27 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 722 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 350\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 6\nOccupied-space rejections: 33\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 37 CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST ============================================================ Date/Time: 2026-07-17 01:30:34 Experiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 23 Scenario seed: -2743758625516220443 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 28.40% Blocker-prone seat share (topology component): 59.26% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 1156 Passengers seated: 324/324 Average waiting ticks: 535.67 Longest waiting passenger: P24->19B(LEFT) Longest waiting ticks: 1088 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 44 Regions dissolved: 3 Repeated reconstructions avoided: 44 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2827 Maximum occupied tiles: 14 Seat events: 162 Single-blocker events: 45 Multiple-blocker events: 24 Temporary aisle reoccupations: 98 RIGHT AISLE ----------- Total moves: 2812 Maximum occupied tiles: 13 Seat events: 162 Single-blocker events: 45 Multiple-blocker events: 20 Temporary aisle reoccupations: 88 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 136 Reservations granted: 135 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7038 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8496 Total stationary ticks: 179523 Seat-event requests: 351 Failed seat-event starts: 27 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 710 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 27 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 710 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 351\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 6\nOccupied-space rejections: 33\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 23 | standardDataset=324/324 (100.00%) | crossRowOnlyRiskDispersionDataset=324/324 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | crossRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | crossRowOnlyRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 37 CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST ============================================================ Date/Time: 2026-07-17 01:30:34 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 24 Scenario seed: 3130129287815217888 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.05% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 97.45% OUTCOME ------- Status: SUCCESS Completed ticks: 1289 Passengers seated: 353/353 Average waiting ticks: 583.67 Longest waiting passenger: P108->36B(LEFT) Longest waiting ticks: 1201 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 48 Regions dissolved: 3 Repeated reconstructions avoided: 48 Largest region lifetime: 25 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 0 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3174 Maximum occupied tiles: 13 Seat events: 181 Single-blocker events: 53 Multiple-blocker events: 21 Temporary aisle reoccupations: 100 RIGHT AISLE ----------- Total moves: 2988 Maximum occupied tiles: 13 Seat events: 172 Single-blocker events: 37 Multiple-blocker events: 34 Temporary aisle reoccupations: 110 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 157 Reservations granted: 157 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7510 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9163 Total stationary ticks: 212394 Seat-event requests: 374 Failed seat-event starts: 21 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 821 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 21 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 821 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 374\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 37 CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST ============================================================ Date/Time: 2026-07-17 01:30:34 Experiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 24 Scenario seed: 3130129287815217888 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 28.05% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 97.45% OUTCOME ------- Status: SUCCESS Completed ticks: 1289 Passengers seated: 353/353 Average waiting ticks: 583.67 Longest waiting passenger: P108->36B(LEFT) Longest waiting ticks: 1201 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 48 Regions dissolved: 3 Repeated reconstructions avoided: 48 Largest region lifetime: 25 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 0 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3174 Maximum occupied tiles: 13 Seat events: 181 Single-blocker events: 53 Multiple-blocker events: 21 Temporary aisle reoccupations: 100 RIGHT AISLE ----------- Total moves: 2988 Maximum occupied tiles: 13 Seat events: 172 Single-blocker events: 37 Multiple-blocker events: 34 Temporary aisle reoccupations: 110 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 157 Reservations granted: 157 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7510 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9163 Total stationary ticks: 212394 Seat-event requests: 374 Failed seat-event starts: 21 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 821 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 21 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 821 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 374\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 24 | standardDataset=353/353 (100.00%) | crossRowOnlyRiskDispersionDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | crossRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | crossRowOnlyRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 37 CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST ============================================================ Date/Time: 2026-07-17 01:30:34 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 25 Scenario seed: -6740794082893594637 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 96.17% OUTCOME ------- Status: SUCCESS Completed ticks: 854 Passengers seated: 235/235 Average waiting ticks: 382.86 Longest waiting passenger: P51->4F(LEFT) Longest waiting ticks: 808 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1751 Maximum occupied tiles: 11 Seat events: 122 Single-blocker events: 28 Multiple-blocker events: 14 Temporary aisle reoccupations: 61 RIGHT AISLE ----------- Total moves: 1669 Maximum occupied tiles: 12 Seat events: 113 Single-blocker events: 28 Multiple-blocker events: 11 Temporary aisle reoccupations: 52 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 132 Reservations granted: 126 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4458 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5437 Total stationary ticks: 93682 Seat-event requests: 243 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 470 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 470 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 37 CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST ============================================================ Date/Time: 2026-07-17 01:30:34 Experiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 25 Scenario seed: -6740794082893594637 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 96.17% OUTCOME ------- Status: SUCCESS Completed ticks: 854 Passengers seated: 235/235 Average waiting ticks: 382.87 Longest waiting passenger: P51->4F(LEFT) Longest waiting ticks: 808 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1751 Maximum occupied tiles: 11 Seat events: 122 Single-blocker events: 28 Multiple-blocker events: 14 Temporary aisle reoccupations: 61 RIGHT AISLE ----------- Total moves: 1669 Maximum occupied tiles: 12 Seat events: 113 Single-blocker events: 28 Multiple-blocker events: 11 Temporary aisle reoccupations: 52 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 132 Reservations granted: 126 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4463 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5437 Total stationary ticks: 93682 Seat-event requests: 243 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 472 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 472 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 25 | standardDataset=235/235 (100.00%) | crossRowOnlyRiskDispersionDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | crossRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | crossRowOnlyRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 37 CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST ============================================================ Date/Time: 2026-07-17 01:30:34 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 26 Scenario seed: -882378937089344748 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.84% Blocker-prone seat share (topology component): 73.53% Aisle-assignment balance: 99.02% OUTCOME ------- Status: SUCCESS Completed ticks: 730 Passengers seated: 204/204 Average waiting ticks: 327.84 Longest waiting passenger: P45->18A(LEFT) Longest waiting ticks: 675 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1529 Maximum occupied tiles: 10 Seat events: 103 Single-blocker events: 27 Multiple-blocker events: 7 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1475 Maximum occupied tiles: 16 Seat events: 101 Single-blocker events: 25 Multiple-blocker events: 9 Temporary aisle reoccupations: 45 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 113 Reservations granted: 106 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3986 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4962 Total stationary ticks: 70318 Seat-event requests: 208 Failed seat-event starts: 4 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 449 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 4 Rear-boundary failures: 0 Middle-bank reservation failures: 7 Active-event deferrals: 449 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 216\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 4\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 37 CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST ============================================================ Date/Time: 2026-07-17 01:30:34 Experiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 26 Scenario seed: -882378937089344748 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 32.84% Blocker-prone seat share (topology component): 73.53% Aisle-assignment balance: 99.02% OUTCOME ------- Status: SUCCESS Completed ticks: 730 Passengers seated: 204/204 Average waiting ticks: 327.84 Longest waiting passenger: P45->18A(LEFT) Longest waiting ticks: 675 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1529 Maximum occupied tiles: 10 Seat events: 103 Single-blocker events: 27 Multiple-blocker events: 7 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1475 Maximum occupied tiles: 16 Seat events: 101 Single-blocker events: 25 Multiple-blocker events: 9 Temporary aisle reoccupations: 45 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 114 Reservations granted: 107 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3991 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4968 Total stationary ticks: 70319 Seat-event requests: 208 Failed seat-event starts: 4 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 452 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 4 Rear-boundary failures: 0 Middle-bank reservation failures: 7 Active-event deferrals: 452 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 216\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 4\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 26 | standardDataset=204/204 (100.00%) | crossRowOnlyRiskDispersionDataset=204/204 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | crossRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | crossRowOnlyRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 37 CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST ============================================================ Date/Time: 2026-07-17 01:30:34 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 27 Scenario seed: 7766858796246213770 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 245 Occupancy: 85% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.47% Blocker-prone seat share (topology component): 68.57% Aisle-assignment balance: 99.59% OUTCOME ------- Status: SUCCESS Completed ticks: 868 Passengers seated: 245/245 Average waiting ticks: 395.66 Longest waiting passenger: P34->20A(LEFT) Longest waiting ticks: 806 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 24 Regions dissolved: 1 Repeated reconstructions avoided: 24 Largest region lifetime: 25 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=25 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1986 Maximum occupied tiles: 12 Seat events: 123 Single-blocker events: 34 Multiple-blocker events: 8 Temporary aisle reoccupations: 50 RIGHT AISLE ----------- Total moves: 1793 Maximum occupied tiles: 13 Seat events: 122 Single-blocker events: 34 Multiple-blocker events: 9 Temporary aisle reoccupations: 52 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 87 Reservations granted: 86 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4998 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6303 Total stationary ticks: 101346 Seat-event requests: 254 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 599 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 599 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 255\nPrecedence substitutions made: 2\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 2\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 37 CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST ============================================================ Date/Time: 2026-07-17 01:30:34 Experiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 27 Scenario seed: 7766858796246213770 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 245 Occupancy: 85% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.47% Blocker-prone seat share (topology component): 68.57% Aisle-assignment balance: 99.59% OUTCOME ------- Status: SUCCESS Completed ticks: 868 Passengers seated: 245/245 Average waiting ticks: 395.67 Longest waiting passenger: P34->20A(LEFT) Longest waiting ticks: 806 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 24 Regions dissolved: 1 Repeated reconstructions avoided: 24 Largest region lifetime: 25 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=25 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1986 Maximum occupied tiles: 12 Seat events: 123 Single-blocker events: 34 Multiple-blocker events: 8 Temporary aisle reoccupations: 50 RIGHT AISLE ----------- Total moves: 1793 Maximum occupied tiles: 13 Seat events: 122 Single-blocker events: 34 Multiple-blocker events: 9 Temporary aisle reoccupations: 52 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 87 Reservations granted: 86 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4998 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6297 Total stationary ticks: 101345 Seat-event requests: 254 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 595 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 595 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 255\nPrecedence substitutions made: 2\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 2\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 27 | standardDataset=245/245 (100.00%) | crossRowOnlyRiskDispersionDataset=245/245 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | crossRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | crossRowOnlyRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 37 CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST ============================================================ Date/Time: 2026-07-17 01:30:34 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 28 Scenario seed: 5931249600171122533 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 96.45% OUTCOME ------- Status: SUCCESS Completed ticks: 1054 Passengers seated: 282/282 Average waiting ticks: 475.55 Longest waiting passenger: P248->32G(RIGHT) Longest waiting ticks: 977 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2179 Maximum occupied tiles: 12 Seat events: 136 Single-blocker events: 38 Multiple-blocker events: 12 Temporary aisle reoccupations: 62 RIGHT AISLE ----------- Total moves: 2190 Maximum occupied tiles: 12 Seat events: 146 Single-blocker events: 47 Multiple-blocker events: 15 Temporary aisle reoccupations: 77 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 99 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5105 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6264 Total stationary ticks: 138229 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 627 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 627 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 293\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 37 CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST ============================================================ Date/Time: 2026-07-17 01:30:34 Experiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 28 Scenario seed: 5931249600171122533 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 96.45% OUTCOME ------- Status: SUCCESS Completed ticks: 1054 Passengers seated: 282/282 Average waiting ticks: 475.55 Longest waiting passenger: P248->32G(RIGHT) Longest waiting ticks: 977 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2179 Maximum occupied tiles: 12 Seat events: 136 Single-blocker events: 38 Multiple-blocker events: 12 Temporary aisle reoccupations: 62 RIGHT AISLE ----------- Total moves: 2190 Maximum occupied tiles: 12 Seat events: 146 Single-blocker events: 47 Multiple-blocker events: 15 Temporary aisle reoccupations: 77 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 99 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5105 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6264 Total stationary ticks: 138229 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 627 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 627 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 293\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 28 | standardDataset=282/282 (100.00%) | crossRowOnlyRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | crossRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | crossRowOnlyRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 37 CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST ============================================================ Date/Time: 2026-07-17 01:30:34 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 29 Scenario seed: -4209372168559577011 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.47% Blocker-prone seat share (topology component): 59.26% Aisle-assignment balance: 96.91% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2610 Passengers seated: 281/324 Average waiting ticks: 621.69 Longest waiting passenger: P1->1B(LEFT) Longest waiting ticks: 2610 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 20 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 24 Selected release potential total: 3 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 1802 Regions dissolved: 3 Repeated reconstructions avoided: 1802 Largest region lifetime: 1772 Maximum simultaneous active regions: 3 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1772:occupied=24 Confirmation deferral ticks: 6 Regions reaching confirmation: 2 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1712 State changes reopening evaluation: 19 Region priority competitions: 4 Regions ranked: 8 Hierarchical selections: 4 Lower-priority evaluations deferred: 2 Highest selected priority score: 26510 Left/right priority wins: 4/0 Priority ties: 0 Last priority decision: LEFT:R1:score=26510 | RIGHT:R4:score=2216 | selected=LEFT LEFT AISLE ---------- Total moves: 2367 Maximum occupied tiles: 27 Seat events: 124 Single-blocker events: 27 Multiple-blocker events: 12 Temporary aisle reoccupations: 53 RIGHT AISLE ----------- Total moves: 2686 Maximum occupied tiles: 13 Seat events: 157 Single-blocker events: 38 Multiple-blocker events: 20 Temporary aisle reoccupations: 80 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1863 Reservations granted: 1859 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 16 Remaining moving in aisle: 24 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 42142 Longest unresolved passenger ID: 1 Longest unresolved row: 1 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 24 Longest dependency chain: P125(33F/LEFT) -> P188(12D/LEFT) -> P105(31B/LEFT) -> P98(18B/LEFT) -> P23(26A/LEFT) -> P76(35F/LEFT) -> P194(30C/LEFT) -> P272(22D/LEFT) -> P180(35D/LEFT) -> P185(32F/LEFT) -> P163(15B/LEFT) -> P219(34G/LEFT) -> P238(15C/LEFT) -> P46(20A/LEFT) -> P55(33E/LEFT) -> P295(22C/LEFT) -> P141(26C/LEFT) -> P136(32D/LEFT) -> P322(32A/LEFT) -> P118(28C/LEFT) -> P302(26B/LEFT) -> P129(32C/LEFT) -> P195(33B/LEFT) -> P228(24G/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 125 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 24 Total blocked ticks: 54604 Total stationary ticks: 248328 Seat-event requests: 2041 Failed seat-event starts: 1760 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 228 Critical blocker identity: P228->24G(LEFT) Direct fan-out: 1 Total indirect descendants: 23 Critical tree size including blocker: 24 Critical tree depth: 24 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 27 Unresolved outside passengers: 16 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P228(24G/LEFT/WAITING_FOR_SEAT_EVENT) P195(33B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P129(32C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P302(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P118(28C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P322(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P136(32D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P141(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P295(22C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P55(33E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P46(20A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P238(15C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P219(34G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P163(15B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P185(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P180(35D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P272(22D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P194(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P76(35F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P23(26A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P98(18B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P105(31B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P188(12D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P125(33F/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1760 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 25|26|27 Critical blocker unavailable yield tiles: 27 Critical blocker yield-tile occupants: 248 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1760 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 872 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[248]: P248(29D/LEFT/MOVING_IN_AISLE@tile27) -> P317(28D/LEFT/WAITING_AT_ROW@tile28) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P317->28D(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P248{seat=29D,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=27,directBlocker=317,lastMoveTick=819,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 25|26|27 Current unavailable yield tiles: 27 Current yield-tile occupants: 248 Final row-event chain: 228|248|317 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2044\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1763\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 37 CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST ============================================================ Date/Time: 2026-07-17 01:30:34 Experiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 29 Scenario seed: -4209372168559577011 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.47% Blocker-prone seat share (topology component): 59.26% Aisle-assignment balance: 96.91% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2610 Passengers seated: 281/324 Average waiting ticks: 621.69 Longest waiting passenger: P1->1B(LEFT) Longest waiting ticks: 2610 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 20 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 24 Selected release potential total: 3 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 1802 Regions dissolved: 3 Repeated reconstructions avoided: 1802 Largest region lifetime: 1772 Maximum simultaneous active regions: 3 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1772:occupied=24 Confirmation deferral ticks: 6 Regions reaching confirmation: 2 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1712 State changes reopening evaluation: 19 Region priority competitions: 4 Regions ranked: 8 Hierarchical selections: 4 Lower-priority evaluations deferred: 2 Highest selected priority score: 26510 Left/right priority wins: 4/0 Priority ties: 0 Last priority decision: LEFT:R1:score=26510 | RIGHT:R4:score=2216 | selected=LEFT LEFT AISLE ---------- Total moves: 2367 Maximum occupied tiles: 27 Seat events: 124 Single-blocker events: 27 Multiple-blocker events: 12 Temporary aisle reoccupations: 53 RIGHT AISLE ----------- Total moves: 2686 Maximum occupied tiles: 13 Seat events: 157 Single-blocker events: 38 Multiple-blocker events: 20 Temporary aisle reoccupations: 80 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1863 Reservations granted: 1859 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 16 Remaining moving in aisle: 24 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 42142 Longest unresolved passenger ID: 1 Longest unresolved row: 1 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 24 Longest dependency chain: P125(33F/LEFT) -> P188(12D/LEFT) -> P105(31B/LEFT) -> P98(18B/LEFT) -> P23(26A/LEFT) -> P76(35F/LEFT) -> P194(30C/LEFT) -> P272(22D/LEFT) -> P180(35D/LEFT) -> P185(32F/LEFT) -> P163(15B/LEFT) -> P219(34G/LEFT) -> P238(15C/LEFT) -> P46(20A/LEFT) -> P55(33E/LEFT) -> P295(22C/LEFT) -> P141(26C/LEFT) -> P136(32D/LEFT) -> P322(32A/LEFT) -> P118(28C/LEFT) -> P302(26B/LEFT) -> P129(32C/LEFT) -> P195(33B/LEFT) -> P228(24G/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 125 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 24 Total blocked ticks: 54604 Total stationary ticks: 248328 Seat-event requests: 2041 Failed seat-event starts: 1760 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 228 Critical blocker identity: P228->24G(LEFT) Direct fan-out: 1 Total indirect descendants: 23 Critical tree size including blocker: 24 Critical tree depth: 24 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 27 Unresolved outside passengers: 16 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P228(24G/LEFT/WAITING_FOR_SEAT_EVENT) P195(33B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P129(32C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P302(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P118(28C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P322(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P136(32D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P141(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P295(22C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P55(33E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P46(20A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P238(15C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P219(34G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P163(15B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P185(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P180(35D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P272(22D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P194(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P76(35F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P23(26A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P98(18B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P105(31B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P188(12D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P125(33F/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1760 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 25|26|27 Critical blocker unavailable yield tiles: 27 Critical blocker yield-tile occupants: 248 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1760 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 872 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[248]: P248(29D/LEFT/MOVING_IN_AISLE@tile27) -> P317(28D/LEFT/WAITING_AT_ROW@tile28) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P317->28D(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P248{seat=29D,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=27,directBlocker=317,lastMoveTick=819,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 25|26|27 Current unavailable yield tiles: 27 Current yield-tile occupants: 248 Final row-event chain: 228|248|317 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2044\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1763\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 29 | standardDataset=281/324 (86.73%) | crossRowOnlyRiskDispersionDataset=281/324 (86.73%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=4 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | crossRowOnlyRiskDispersionWorse=false | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | crossRowOnlyRiskDispersionFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 37 CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST ============================================================ Date/Time: 2026-07-17 01:30:34 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 30 Scenario seed: 5249212615519802112 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.25% Blocker-prone seat share (topology component): 73.44% Aisle-assignment balance: 95.83% OUTCOME ------- Status: SUCCESS Completed ticks: 709 Passengers seated: 192/192 Average waiting ticks: 307.93 Longest waiting passenger: P48->22G(RIGHT) Longest waiting ticks: 650 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1296 Maximum occupied tiles: 10 Seat events: 92 Single-blocker events: 21 Multiple-blocker events: 4 Temporary aisle reoccupations: 31 RIGHT AISLE ----------- Total moves: 1429 Maximum occupied tiles: 10 Seat events: 100 Single-blocker events: 18 Multiple-blocker events: 12 Temporary aisle reoccupations: 44 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 103 Reservations granted: 103 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3560 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4372 Total stationary ticks: 62112 Seat-event requests: 197 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 405 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 405 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 197\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 37 CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST ============================================================ Date/Time: 2026-07-17 01:30:34 Experiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 2783790101901 Scenario number: 30 Scenario seed: 5249212615519802112 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.25% Blocker-prone seat share (topology component): 73.44% Aisle-assignment balance: 95.83% OUTCOME ------- Status: SUCCESS Completed ticks: 709 Passengers seated: 192/192 Average waiting ticks: 307.93 Longest waiting passenger: P48->22G(RIGHT) Longest waiting ticks: 650 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1296 Maximum occupied tiles: 10 Seat events: 92 Single-blocker events: 21 Multiple-blocker events: 4 Temporary aisle reoccupations: 31 RIGHT AISLE ----------- Total moves: 1429 Maximum occupied tiles: 10 Seat events: 100 Single-blocker events: 18 Multiple-blocker events: 12 Temporary aisle reoccupations: 44 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 103 Reservations granted: 103 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3560 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4372 Total stationary ticks: 62112 Seat-event requests: 197 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 405 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 405 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 197\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 30 | standardDataset=192/192 (100.00%) | crossRowOnlyRiskDispersionDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | crossRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | crossRowOnlyRiskDispersionFamily=COMPLETE_CABIN ************************************************************ BATCH EXPERIMENT SUMMARY RESEARCH EXPERIMENT 37 CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST ************************************************************ Experiment seed: 2783790101901 Scenarios executed: 60 Successful completions: 52 Incomplete/MAX_TICKS: 8 Average completed ticks: 1213.28 Average waiting ticks: 462.15 ************************************************************ ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 38 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I ============================================================ Date/Time: 2026-07-17 01:40:10 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 3783790101901 Scenario number: 1 Scenario seed: -4806159735270762342 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.89% Blocker-prone seat share (topology component): 74.56% Aisle-assignment balance: 95.61% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2340 Passengers seated: 225/228 Average waiting ticks: 380.29 Longest waiting passenger: P51->29C(RIGHT) Longest waiting ticks: 2265 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 4 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 6 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1602 Regions dissolved: 2 Repeated reconstructions avoided: 1602 Largest region lifetime: 1584 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1584:occupied=3 Confirmation deferral ticks: 6 Regions reaching confirmation: 3 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1581 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1679 Maximum occupied tiles: 12 Seat events: 119 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 52 RIGHT AISLE ----------- Total moves: 1600 Maximum occupied tiles: 15 Seat events: 106 Single-blocker events: 25 Multiple-blocker events: 5 Temporary aisle reoccupations: 37 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1727 Reservations granted: 1727 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 2 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4200 Longest unresolved passenger ID: 68 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P112(30H/RIGHT) -> P68(30G/RIGHT) -> P51(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 112 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 2 Total blocked ticks: 10112 Total stationary ticks: 93494 Seat-event requests: 1837 Failed seat-event starts: 1612 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 51 Critical blocker identity: P51->29C(RIGHT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P51(29C/RIGHT/WAITING_FOR_SEAT_EVENT) P68(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P112(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1597 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 3 Critical blocker required yield tiles: 30|31|32 Critical blocker unavailable yield tiles: 31|32 Critical blocker yield-tile occupants: -1|-1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 15 Rear-boundary failures: 1597 Middle-bank reservation failures: 0 Active-event deferrals: 539 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 30|31|32 Current unavailable yield tiles: 31|32 Current yield-tile occupants: -1|-1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1835\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 38 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I ============================================================ Date/Time: 2026-07-17 01:40:10 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 3783790101901 Scenario number: 1 Scenario seed: -4806159735270762342 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 32.89% Blocker-prone seat share (topology component): 74.56% Aisle-assignment balance: 95.61% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2340 Passengers seated: 225/228 Average waiting ticks: 380.19 Longest waiting passenger: P51->29C(RIGHT) Longest waiting ticks: 2265 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 4 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 6 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1602 Regions dissolved: 2 Repeated reconstructions avoided: 1602 Largest region lifetime: 1584 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1584:occupied=3 Confirmation deferral ticks: 6 Regions reaching confirmation: 3 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1581 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1679 Maximum occupied tiles: 12 Seat events: 119 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 52 RIGHT AISLE ----------- Total moves: 1600 Maximum occupied tiles: 15 Seat events: 106 Single-blocker events: 25 Multiple-blocker events: 5 Temporary aisle reoccupations: 37 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1726 Reservations granted: 1726 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 2 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4215 Longest unresolved passenger ID: 68 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P112(30H/RIGHT) -> P68(30G/RIGHT) -> P51(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 112 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 2 Total blocked ticks: 10141 Total stationary ticks: 93503 Seat-event requests: 1836 Failed seat-event starts: 1611 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 51 Critical blocker identity: P51->29C(RIGHT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P51(29C/RIGHT/WAITING_FOR_SEAT_EVENT) P68(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P112(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1596 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 3 Critical blocker required yield tiles: 30|31|32 Critical blocker unavailable yield tiles: 31|32 Critical blocker yield-tile occupants: -1|-1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 15 Rear-boundary failures: 1596 Middle-bank reservation failures: 0 Active-event deferrals: 538 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 30|31|32 Current unavailable yield tiles: 31|32 Current yield-tile occupants: -1|-1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1834\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 01 | standardDataset=225/228 (98.68%) | finalTwoRowRiskDispersionDataset=225/228 (98.68%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=REAR_BOUNDARY_LOCK | finalTwoRowRiskDispersionFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 38 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I ============================================================ Date/Time: 2026-07-17 01:40:10 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 3783790101901 Scenario number: 2 Scenario seed: 2415706014290996200 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 245 Occupancy: 85% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.16% Blocker-prone seat share (topology component): 69.39% Aisle-assignment balance: 97.96% OUTCOME ------- Status: SUCCESS Completed ticks: 910 Passengers seated: 245/245 Average waiting ticks: 412.15 Longest waiting passenger: P33->32H(RIGHT) Longest waiting ticks: 849 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1868 Maximum occupied tiles: 12 Seat events: 120 Single-blocker events: 35 Multiple-blocker events: 12 Temporary aisle reoccupations: 59 RIGHT AISLE ----------- Total moves: 1924 Maximum occupied tiles: 12 Seat events: 125 Single-blocker events: 30 Multiple-blocker events: 8 Temporary aisle reoccupations: 46 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 78 Reservations granted: 78 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4470 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5470 Total stationary ticks: 104577 Seat-event requests: 253 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 571 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 571 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 253\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 38 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I ============================================================ Date/Time: 2026-07-17 01:40:10 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 3783790101901 Scenario number: 2 Scenario seed: 2415706014290996200 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 245 Occupancy: 85% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 28.16% Blocker-prone seat share (topology component): 69.39% Aisle-assignment balance: 97.96% OUTCOME ------- Status: SUCCESS Completed ticks: 910 Passengers seated: 245/245 Average waiting ticks: 412.15 Longest waiting passenger: P33->32H(RIGHT) Longest waiting ticks: 849 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1868 Maximum occupied tiles: 12 Seat events: 120 Single-blocker events: 35 Multiple-blocker events: 12 Temporary aisle reoccupations: 59 RIGHT AISLE ----------- Total moves: 1924 Maximum occupied tiles: 12 Seat events: 125 Single-blocker events: 30 Multiple-blocker events: 8 Temporary aisle reoccupations: 46 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 78 Reservations granted: 78 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4470 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5470 Total stationary ticks: 104577 Seat-event requests: 253 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 571 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 571 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 253\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 02 | standardDataset=245/245 (100.00%) | finalTwoRowRiskDispersionDataset=245/245 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 38 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I ============================================================ Date/Time: 2026-07-17 01:40:10 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 3783790101901 Scenario number: 3 Scenario seed: 664888535570652406 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.27% Blocker-prone seat share (topology component): 66.02% Aisle-assignment balance: 97.30% OUTCOME ------- Status: SUCCESS Completed ticks: 940 Passengers seated: 259/259 Average waiting ticks: 427.05 Longest waiting passenger: P42->15G(RIGHT) Longest waiting ticks: 892 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1992 Maximum occupied tiles: 12 Seat events: 126 Single-blocker events: 38 Multiple-blocker events: 8 Temporary aisle reoccupations: 54 RIGHT AISLE ----------- Total moves: 2131 Maximum occupied tiles: 11 Seat events: 133 Single-blocker events: 28 Multiple-blocker events: 7 Temporary aisle reoccupations: 42 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 83 Reservations granted: 83 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4911 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6053 Total stationary ticks: 114712 Seat-event requests: 261 Failed seat-event starts: 2 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 611 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 2 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 611 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 261\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 3\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 38 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I ============================================================ Date/Time: 2026-07-17 01:40:10 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 3783790101901 Scenario number: 3 Scenario seed: 664888535570652406 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.27% Blocker-prone seat share (topology component): 66.02% Aisle-assignment balance: 97.30% OUTCOME ------- Status: SUCCESS Completed ticks: 940 Passengers seated: 259/259 Average waiting ticks: 427.02 Longest waiting passenger: P42->15G(RIGHT) Longest waiting ticks: 892 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1992 Maximum occupied tiles: 12 Seat events: 126 Single-blocker events: 38 Multiple-blocker events: 8 Temporary aisle reoccupations: 54 RIGHT AISLE ----------- Total moves: 2131 Maximum occupied tiles: 11 Seat events: 133 Single-blocker events: 28 Multiple-blocker events: 7 Temporary aisle reoccupations: 42 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 83 Reservations granted: 83 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4916 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6053 Total stationary ticks: 114712 Seat-event requests: 261 Failed seat-event starts: 2 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 608 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 2 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 608 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 261\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 3\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 03 | standardDataset=259/259 (100.00%) | finalTwoRowRiskDispersionDataset=259/259 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 38 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I ============================================================ Date/Time: 2026-07-17 01:40:10 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 3783790101901 Scenario number: 4 Scenario seed: -1088981268911828383 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 65.96% Aisle-assignment balance: 95.04% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2555 Passengers seated: 280/282 Average waiting ticks: 489.75 Longest waiting passenger: P17->31H(RIGHT) Longest waiting ticks: 2480 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 4 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 6 Selected release potential total: 9 Last cluster decision: LEFT:tiles17-20:occupied=3:anchor=P131:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 29 Regions dissolved: 1 Repeated reconstructions avoided: 29 Largest region lifetime: 30 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=30 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 3 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2342 Maximum occupied tiles: 13 Seat events: 148 Single-blocker events: 38 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 2077 Maximum occupied tiles: 11 Seat events: 132 Single-blocker events: 36 Multiple-blocker events: 15 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 100 Reservations granted: 100 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5514 Longest unresolved passenger ID: 26 Longest unresolved row: 32 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 1 Longest dependency chain: P17(31H/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 17 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 10122 Total stationary ticks: 142779 Seat-event requests: 1913 Failed seat-event starts: 1633 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 17 Critical blocker identity: P17->31H(RIGHT) Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 1 Critical tree depth: 1 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P17(31H/RIGHT/WAITING_FOR_SEAT_EVENT) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1632 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 32 Critical blocker unavailable yield tiles: 32 Critical blocker yield-tile occupants: 26 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 2 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1632 Rear-boundary failures: 1 Middle-bank reservation failures: 0 Active-event deferrals: 700 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[26]: P26(32H/RIGHT/WAITING_AT_ROW@tile32) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P26->32H(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P26{seat=32H,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=32,directBlocker=-1,lastMoveTick=919,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 32 Current unavailable yield tiles: 32 Current yield-tile occupants: 26 Final row-event chain: 17|26 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1911\nPrecedence substitutions made: 3\nDependency chains followed: 1618\nBlocked by waiting-row occupant: 1618\nSubstituted events started: 5\nOccupied-space rejections: 1637\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 38 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I ============================================================ Date/Time: 2026-07-17 01:40:10 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 3783790101901 Scenario number: 4 Scenario seed: -1088981268911828383 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 65.96% Aisle-assignment balance: 95.04% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2553 Passengers seated: 280/282 Average waiting ticks: 489.12 Longest waiting passenger: P17->31H(RIGHT) Longest waiting ticks: 2484 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 4 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 6 Selected release potential total: 9 Last cluster decision: LEFT:tiles17-20:occupied=3:anchor=P131:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 29 Regions dissolved: 1 Repeated reconstructions avoided: 29 Largest region lifetime: 30 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=30 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 3 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2342 Maximum occupied tiles: 13 Seat events: 148 Single-blocker events: 38 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 2077 Maximum occupied tiles: 11 Seat events: 132 Single-blocker events: 36 Multiple-blocker events: 15 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 100 Reservations granted: 100 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5536 Longest unresolved passenger ID: 26 Longest unresolved row: 32 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 1 Longest dependency chain: P17(31H/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 17 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 10152 Total stationary ticks: 142622 Seat-event requests: 1910 Failed seat-event starts: 1630 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 17 Critical blocker identity: P17->31H(RIGHT) Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 1 Critical tree depth: 1 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P17(31H/RIGHT/WAITING_FOR_SEAT_EVENT) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1629 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 32 Critical blocker unavailable yield tiles: 32 Critical blocker yield-tile occupants: 26 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 2 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1629 Rear-boundary failures: 1 Middle-bank reservation failures: 0 Active-event deferrals: 711 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[26]: P26(32H/RIGHT/WAITING_AT_ROW@tile32) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P26->32H(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P26{seat=32H,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=32,directBlocker=-1,lastMoveTick=920,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 32 Current unavailable yield tiles: 32 Current yield-tile occupants: 26 Final row-event chain: 17|26 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1908\nPrecedence substitutions made: 3\nDependency chains followed: 1615\nBlocked by waiting-row occupant: 1615\nSubstituted events started: 5\nOccupied-space rejections: 1634\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 04 | standardDataset=280/282 (99.29%) | finalTwoRowRiskDispersionDataset=280/282 (99.29%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=2 | clusterStarts=3 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=LINKED_ROW_EVENT_CHAIN | finalTwoRowRiskDispersionFamily=LINKED_ROW_EVENT_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 38 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I ============================================================ Date/Time: 2026-07-17 01:40:10 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 3783790101901 Scenario number: 5 Scenario seed: 1318351146311790569 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.41% Blocker-prone seat share (topology component): 73.61% Aisle-assignment balance: 92.59% OUTCOME ------- Status: SUCCESS Completed ticks: 822 Passengers seated: 216/216 Average waiting ticks: 353.22 Longest waiting passenger: P46->20B(LEFT) Longest waiting ticks: 770 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 22 Regions dissolved: 1 Repeated reconstructions avoided: 22 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=23 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1715 Maximum occupied tiles: 12 Seat events: 116 Single-blocker events: 28 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 1415 Maximum occupied tiles: 12 Seat events: 100 Single-blocker events: 27 Multiple-blocker events: 8 Temporary aisle reoccupations: 45 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 119 Reservations granted: 118 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3955 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5085 Total stationary ticks: 79634 Seat-event requests: 226 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 580 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 580 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 227\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 38 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I ============================================================ Date/Time: 2026-07-17 01:40:10 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 3783790101901 Scenario number: 5 Scenario seed: 1318351146311790569 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 32.41% Blocker-prone seat share (topology component): 73.61% Aisle-assignment balance: 92.59% OUTCOME ------- Status: SUCCESS Completed ticks: 822 Passengers seated: 216/216 Average waiting ticks: 353.22 Longest waiting passenger: P46->20B(LEFT) Longest waiting ticks: 770 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 22 Regions dissolved: 1 Repeated reconstructions avoided: 22 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=23 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1715 Maximum occupied tiles: 12 Seat events: 116 Single-blocker events: 28 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 1415 Maximum occupied tiles: 12 Seat events: 100 Single-blocker events: 27 Multiple-blocker events: 8 Temporary aisle reoccupations: 45 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 119 Reservations granted: 118 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3955 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5085 Total stationary ticks: 79634 Seat-event requests: 226 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 580 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 580 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 227\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 05 | standardDataset=216/216 (100.00%) | finalTwoRowRiskDispersionDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 38 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I ============================================================ Date/Time: 2026-07-17 01:40:11 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 3783790101901 Scenario number: 6 Scenario seed: -1672909785197117905 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 60.91% Aisle-assignment balance: 99.15% OUTCOME ------- Status: SUCCESS Completed ticks: 1268 Passengers seated: 353/353 Average waiting ticks: 583.34 Longest waiting passenger: P186->35A(LEFT) Longest waiting ticks: 1191 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: LEFT:tiles23-27:occupied=4:anchor=P161:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 47 Regions dissolved: 3 Repeated reconstructions avoided: 47 Largest region lifetime: 19 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=19 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3014 Maximum occupied tiles: 14 Seat events: 178 Single-blocker events: 47 Multiple-blocker events: 20 Temporary aisle reoccupations: 92 RIGHT AISLE ----------- Total moves: 3171 Maximum occupied tiles: 16 Seat events: 175 Single-blocker events: 41 Multiple-blocker events: 29 Temporary aisle reoccupations: 103 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 160 Reservations granted: 157 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7560 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9481 Total stationary ticks: 212529 Seat-event requests: 377 Failed seat-event starts: 24 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 889 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 23 Rear-boundary failures: 1 Middle-bank reservation failures: 3 Active-event deferrals: 889 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 380\nPrecedence substitutions made: 1\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 25\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 38 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I ============================================================ Date/Time: 2026-07-17 01:40:11 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 3783790101901 Scenario number: 6 Scenario seed: -1672909785197117905 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 60.91% Aisle-assignment balance: 99.15% OUTCOME ------- Status: SUCCESS Completed ticks: 1268 Passengers seated: 353/353 Average waiting ticks: 583.54 Longest waiting passenger: P186->35A(LEFT) Longest waiting ticks: 1191 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: LEFT:tiles23-27:occupied=4:anchor=P161:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 47 Regions dissolved: 3 Repeated reconstructions avoided: 47 Largest region lifetime: 19 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=19 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3014 Maximum occupied tiles: 14 Seat events: 178 Single-blocker events: 48 Multiple-blocker events: 19 Temporary aisle reoccupations: 91 RIGHT AISLE ----------- Total moves: 3171 Maximum occupied tiles: 16 Seat events: 175 Single-blocker events: 42 Multiple-blocker events: 29 Temporary aisle reoccupations: 104 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 159 Reservations granted: 157 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7505 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9354 Total stationary ticks: 212497 Seat-event requests: 377 Failed seat-event starts: 24 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 871 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 23 Rear-boundary failures: 1 Middle-bank reservation failures: 2 Active-event deferrals: 871 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 378\nPrecedence substitutions made: 1\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 25\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 06 | standardDataset=353/353 (100.00%) | finalTwoRowRiskDispersionDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 38 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I ============================================================ Date/Time: 2026-07-17 01:40:11 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 3783790101901 Scenario number: 7 Scenario seed: 3308646708578041991 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.72% Blocker-prone seat share (topology component): 75.46% Aisle-assignment balance: 95.37% OUTCOME ------- Status: SUCCESS Completed ticks: 829 Passengers seated: 216/216 Average waiting ticks: 359.90 Longest waiting passenger: P162->28F(LEFT) Longest waiting ticks: 766 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 5 Selected release potential total: 6 Last cluster decision: RIGHT:tiles13-16:occupied=4:anchor=P79:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 32 Regions dissolved: 2 Repeated reconstructions avoided: 32 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=23 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1655 Maximum occupied tiles: 11 Seat events: 113 Single-blocker events: 25 Multiple-blocker events: 11 Temporary aisle reoccupations: 53 RIGHT AISLE ----------- Total moves: 1609 Maximum occupied tiles: 12 Seat events: 103 Single-blocker events: 26 Multiple-blocker events: 9 Temporary aisle reoccupations: 45 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 124 Reservations granted: 124 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4109 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5035 Total stationary ticks: 81126 Seat-event requests: 230 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 488 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 488 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 228\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 5\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 38 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I ============================================================ Date/Time: 2026-07-17 01:40:11 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 3783790101901 Scenario number: 7 Scenario seed: 3308646708578041991 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.72% Blocker-prone seat share (topology component): 75.46% Aisle-assignment balance: 95.37% OUTCOME ------- Status: SUCCESS Completed ticks: 829 Passengers seated: 216/216 Average waiting ticks: 359.90 Longest waiting passenger: P162->28F(LEFT) Longest waiting ticks: 766 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 5 Selected release potential total: 6 Last cluster decision: RIGHT:tiles13-16:occupied=4:anchor=P79:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 32 Regions dissolved: 2 Repeated reconstructions avoided: 32 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=23 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1655 Maximum occupied tiles: 11 Seat events: 113 Single-blocker events: 25 Multiple-blocker events: 11 Temporary aisle reoccupations: 53 RIGHT AISLE ----------- Total moves: 1609 Maximum occupied tiles: 12 Seat events: 103 Single-blocker events: 26 Multiple-blocker events: 9 Temporary aisle reoccupations: 45 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 124 Reservations granted: 124 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4109 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5035 Total stationary ticks: 81126 Seat-event requests: 230 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 488 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 488 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 228\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 5\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 07 | standardDataset=216/216 (100.00%) | finalTwoRowRiskDispersionDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=2 | clusterStarts=3 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 38 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I ============================================================ Date/Time: 2026-07-17 01:40:11 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 3783790101901 Scenario number: 8 Scenario seed: -6939385459131981694 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 288 Occupancy: 80% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.47% Blocker-prone seat share (topology component): 59.38% Aisle-assignment balance: 97.22% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2546 Passengers seated: 286/288 Average waiting ticks: 485.64 Longest waiting passenger: P156->34A(LEFT) Longest waiting ticks: 2474 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 22 Regions dissolved: 1 Repeated reconstructions avoided: 22 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=23 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2429 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 41 Multiple-blocker events: 11 Temporary aisle reoccupations: 65 RIGHT AISLE ----------- Total moves: 2644 Maximum occupied tiles: 15 Seat events: 148 Single-blocker events: 41 Multiple-blocker events: 14 Temporary aisle reoccupations: 72 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 129 Reservations granted: 127 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6431 Longest unresolved passenger ID: 156 Longest unresolved row: 34 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 1 Longest dependency chain: P156(34A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 156 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 10992 Total stationary ticks: 145540 Seat-event requests: 1853 Failed seat-event starts: 1567 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 156 Critical blocker identity: P156->34A(LEFT) Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 1 Critical tree depth: 1 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P156(34A/LEFT/WAITING_FOR_SEAT_EVENT) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1567 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 35|36 Critical blocker unavailable yield tiles: 36 Critical blocker yield-tile occupants: 230 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1567 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 665 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[230]: P230(36B/LEFT/WAITING_AT_ROW@tile36) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P230->36B(LEFT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P230{seat=36B,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=986,reason=WAITING_FOR_SEAT_EVENT,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 35|36 Current unavailable yield tiles: 36 Current yield-tile occupants: 230 Final row-event chain: 156|230 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1855\nPrecedence substitutions made: 4\nDependency chains followed: 1564\nBlocked by waiting-row occupant: 1564\nSubstituted events started: 4\nOccupied-space rejections: 1572\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 38 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I ============================================================ Date/Time: 2026-07-17 01:40:11 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 3783790101901 Scenario number: 8 Scenario seed: -6939385459131981694 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 288 Occupancy: 80% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 28.47% Blocker-prone seat share (topology component): 59.38% Aisle-assignment balance: 97.22% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2557 Passengers seated: 286/288 Average waiting ticks: 485.72 Longest waiting passenger: P156->34A(LEFT) Longest waiting ticks: 2485 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 22 Regions dissolved: 1 Repeated reconstructions avoided: 22 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=23 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2429 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 41 Multiple-blocker events: 11 Temporary aisle reoccupations: 65 RIGHT AISLE ----------- Total moves: 2644 Maximum occupied tiles: 15 Seat events: 148 Single-blocker events: 41 Multiple-blocker events: 14 Temporary aisle reoccupations: 72 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 129 Reservations granted: 127 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6436 Longest unresolved passenger ID: 156 Longest unresolved row: 34 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 1 Longest dependency chain: P156(34A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 156 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 11025 Total stationary ticks: 145573 Seat-event requests: 1864 Failed seat-event starts: 1578 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 156 Critical blocker identity: P156->34A(LEFT) Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 1 Critical tree depth: 1 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P156(34A/LEFT/WAITING_FOR_SEAT_EVENT) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1578 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 35|36 Critical blocker unavailable yield tiles: 36 Critical blocker yield-tile occupants: 230 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1578 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 666 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[230]: P230(36B/LEFT/WAITING_AT_ROW@tile36) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P230->36B(LEFT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P230{seat=36B,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=986,reason=WAITING_FOR_SEAT_EVENT,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 35|36 Current unavailable yield tiles: 36 Current yield-tile occupants: 230 Final row-event chain: 156|230 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1866\nPrecedence substitutions made: 4\nDependency chains followed: 1575\nBlocked by waiting-row occupant: 1575\nSubstituted events started: 4\nOccupied-space rejections: 1583\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 08 | standardDataset=286/288 (99.31%) | finalTwoRowRiskDispersionDataset=286/288 (99.31%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=LINKED_ROW_EVENT_CHAIN | finalTwoRowRiskDispersionFamily=LINKED_ROW_EVENT_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 38 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I ============================================================ Date/Time: 2026-07-17 01:40:11 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 3783790101901 Scenario number: 9 Scenario seed: -8107412178315660335 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.48% Blocker-prone seat share (topology component): 67.52% Aisle-assignment balance: 97.81% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2468 Passengers seated: 271/274 Average waiting ticks: 458.82 Longest waiting passenger: P213->30B(LEFT) Longest waiting ticks: 2418 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 0 Rejected cluster candidates: 1 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1507 Regions dissolved: 0 Repeated reconstructions avoided: 1507 Largest region lifetime: 1508 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1508:occupied=3 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1500 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2192 Maximum occupied tiles: 13 Seat events: 137 Single-blocker events: 33 Multiple-blocker events: 10 Temporary aisle reoccupations: 53 RIGHT AISLE ----------- Total moves: 2092 Maximum occupied tiles: 13 Seat events: 134 Single-blocker events: 32 Multiple-blocker events: 14 Temporary aisle reoccupations: 60 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 91 Reservations granted: 91 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5532 Longest unresolved passenger ID: 183 Longest unresolved row: 32 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P183(32E/LEFT) -> P172(32A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 183 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 11764 Total stationary ticks: 132206 Seat-event requests: 1815 Failed seat-event starts: 1544 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 172 Critical blocker identity: P172->32A(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P172(32A/LEFT/WAITING_FOR_SEAT_EVENT) P183(32E/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1507 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 1 Critical blocker required yield tiles: 33 Critical blocker unavailable yield tiles: 33 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 2 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1507 Rear-boundary failures: 37 Middle-bank reservation failures: 0 Active-event deferrals: 784 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 1 Current required yield tiles: 33 Current unavailable yield tiles: 33 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 7\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 38 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I ============================================================ Date/Time: 2026-07-17 01:40:11 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 3783790101901 Scenario number: 9 Scenario seed: -8107412178315660335 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 32.48% Blocker-prone seat share (topology component): 67.52% Aisle-assignment balance: 97.81% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2468 Passengers seated: 271/274 Average waiting ticks: 458.82 Longest waiting passenger: P213->30B(LEFT) Longest waiting ticks: 2418 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 0 Rejected cluster candidates: 1 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1507 Regions dissolved: 0 Repeated reconstructions avoided: 1507 Largest region lifetime: 1508 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1508:occupied=3 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1500 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2192 Maximum occupied tiles: 13 Seat events: 137 Single-blocker events: 33 Multiple-blocker events: 10 Temporary aisle reoccupations: 53 RIGHT AISLE ----------- Total moves: 2092 Maximum occupied tiles: 13 Seat events: 134 Single-blocker events: 32 Multiple-blocker events: 14 Temporary aisle reoccupations: 60 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 91 Reservations granted: 91 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5532 Longest unresolved passenger ID: 183 Longest unresolved row: 32 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P183(32E/LEFT) -> P172(32A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 183 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 11764 Total stationary ticks: 132206 Seat-event requests: 1815 Failed seat-event starts: 1544 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 172 Critical blocker identity: P172->32A(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P172(32A/LEFT/WAITING_FOR_SEAT_EVENT) P183(32E/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1507 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 1 Critical blocker required yield tiles: 33 Critical blocker unavailable yield tiles: 33 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 2 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1507 Rear-boundary failures: 37 Middle-bank reservation failures: 0 Active-event deferrals: 784 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 1 Current required yield tiles: 33 Current unavailable yield tiles: 33 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 7\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 09 | standardDataset=271/274 (98.91%) | finalTwoRowRiskDispersionDataset=271/274 (98.91%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=REAR_BOUNDARY_LOCK | finalTwoRowRiskDispersionFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 38 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I ============================================================ Date/Time: 2026-07-17 01:40:11 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 3783790101901 Scenario number: 10 Scenario seed: 71459081994387160 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 76.17% Aisle-assignment balance: 96.17% OUTCOME ------- Status: SUCCESS Completed ticks: 854 Passengers seated: 235/235 Average waiting ticks: 382.40 Longest waiting passenger: P36->13G(RIGHT) Longest waiting ticks: 806 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 31 Regions dissolved: 2 Repeated reconstructions avoided: 31 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1645 Maximum occupied tiles: 12 Seat events: 113 Single-blocker events: 30 Multiple-blocker events: 10 Temporary aisle reoccupations: 52 RIGHT AISLE ----------- Total moves: 1756 Maximum occupied tiles: 14 Seat events: 122 Single-blocker events: 30 Multiple-blocker events: 14 Temporary aisle reoccupations: 63 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 126 Reservations granted: 125 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4377 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5540 Total stationary ticks: 93510 Seat-event requests: 245 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 611 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 611 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 246\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 38 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I ============================================================ Date/Time: 2026-07-17 01:40:11 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 3783790101901 Scenario number: 10 Scenario seed: 71459081994387160 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 76.17% Aisle-assignment balance: 96.17% OUTCOME ------- Status: SUCCESS Completed ticks: 854 Passengers seated: 235/235 Average waiting ticks: 382.39 Longest waiting passenger: P36->13G(RIGHT) Longest waiting ticks: 806 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 31 Regions dissolved: 2 Repeated reconstructions avoided: 31 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1645 Maximum occupied tiles: 12 Seat events: 113 Single-blocker events: 30 Multiple-blocker events: 10 Temporary aisle reoccupations: 52 RIGHT AISLE ----------- Total moves: 1756 Maximum occupied tiles: 14 Seat events: 122 Single-blocker events: 30 Multiple-blocker events: 14 Temporary aisle reoccupations: 63 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 126 Reservations granted: 125 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4382 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5546 Total stationary ticks: 93511 Seat-event requests: 245 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 612 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 612 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 246\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 10 | standardDataset=235/235 (100.00%) | finalTwoRowRiskDispersionDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 38 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I ============================================================ Date/Time: 2026-07-17 01:40:11 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 3783790101901 Scenario number: 11 Scenario seed: 2521194742811890438 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.07% Blocker-prone seat share (topology component): 59.65% Aisle-assignment balance: 99.42% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2699 Passengers seated: 282/342 Average waiting ticks: 684.70 Longest waiting passenger: P38->2H(RIGHT) Longest waiting ticks: 2699 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 37 Cluster candidates evaluated: 22 Executable cluster candidates: 1 Rejected cluster candidates: 21 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 35 Selected release potential total: 2 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 2270 Regions dissolved: 1 Repeated reconstructions avoided: 2270 Largest region lifetime: 2263 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2263:occupied=35 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1963 State changes reopening evaluation: 36 Region priority competitions: 2 Regions ranked: 4 Hierarchical selections: 2 Lower-priority evaluations deferred: 0 Highest selected priority score: 38560 Left/right priority wins: 0/2 Priority ties: 0 Last priority decision: LEFT:R2:score=2214 | RIGHT:R1:score=38560 | selected=RIGHT LEFT AISLE ---------- Total moves: 2981 Maximum occupied tiles: 13 Seat events: 170 Single-blocker events: 46 Multiple-blocker events: 25 Temporary aisle reoccupations: 99 RIGHT AISLE ----------- Total moves: 2178 Maximum occupied tiles: 35 Seat events: 112 Single-blocker events: 22 Multiple-blocker events: 8 Temporary aisle reoccupations: 38 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 231 Reservations granted: 230 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 25 Remaining moving in aisle: 33 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 65722 Longest unresolved passenger ID: 38 Longest unresolved row: 2 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 21 Longest dependency chain: P226(18D/RIGHT) -> P55(20G/RIGHT) -> P4(21F/RIGHT) -> P301(10J/RIGHT) -> P289(13J/RIGHT) -> P144(27F/RIGHT) -> P72(23G/RIGHT) -> P248(23E/RIGHT) -> P36(15H/RIGHT) -> P148(12H/RIGHT) -> P265(16D/RIGHT) -> P205(23I/RIGHT) -> P143(24F/RIGHT) -> P157(22I/RIGHT) -> P338(36I/RIGHT) -> P161(18J/RIGHT) -> P15(22G/RIGHT) -> P76(33F/RIGHT) -> P86(34I/RIGHT) -> P21(32J/RIGHT) -> P126(21J/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 226 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 33 Total blocked ticks: 76519 Total stationary ticks: 304291 Seat-event requests: 2300 Failed seat-event starts: 2018 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 126 Critical blocker identity: P126->21J(RIGHT) Direct fan-out: 1 Total indirect descendants: 20 Critical tree size including blocker: 21 Critical tree depth: 21 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 35 Unresolved outside passengers: 25 Unresolved internal passengers outside critical tree: 14 Critical blocker tree: P126(21J/RIGHT/WAITING_FOR_SEAT_EVENT) P21(32J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P86(34I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P76(33F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P15(22G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P161(18J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P338(36I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P157(22I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P143(24F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P205(23I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P265(16D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P148(12H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P36(15H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P248(23E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P72(23G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P144(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P289(13J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P301(10J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P4(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P55(20G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P226(18D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1909 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 22|23 Critical blocker unavailable yield tiles: 22|23 Critical blocker yield-tile occupants: 166|0 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1909 Rear-boundary failures: 109 Middle-bank reservation failures: 1 Active-event deferrals: 895 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 2 Trace length: 14 Yield-occupant trace: yieldOccupant[166]: P166(24J/RIGHT/MOVING_IN_AISLE@tile22) -> P0(36E/RIGHT/MOVING_IN_AISLE@tile23) -> P66(31G/RIGHT/MOVING_IN_AISLE@tile24) -> P238(27J/RIGHT/MOVING_IN_AISLE@tile25) -> P280(30J/RIGHT/MOVING_IN_AISLE@tile26) -> P283(28J/RIGHT/MOVING_IN_AISLE@tile27) -> P6(35D/RIGHT/MOVING_IN_AISLE@tile28) -> P263(34D/RIGHT/MOVING_IN_AISLE@tile29) -> P115(31F/RIGHT/MOVING_IN_AISLE@tile30) -> P96(36J/RIGHT/MOVING_IN_AISLE@tile31) -> P251(34E/RIGHT/MOVING_IN_AISLE@tile32) -> P17(35I/RIGHT/MOVING_IN_AISLE@tile33) -> P57(36H/RIGHT/MOVING_IN_AISLE@tile34) -> P88(35E/RIGHT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[0]: P0(36E/RIGHT/MOVING_IN_AISLE@tile23) -> P66(31G/RIGHT/MOVING_IN_AISLE@tile24) -> P238(27J/RIGHT/MOVING_IN_AISLE@tile25) -> P280(30J/RIGHT/MOVING_IN_AISLE@tile26) -> P283(28J/RIGHT/MOVING_IN_AISLE@tile27) -> P6(35D/RIGHT/MOVING_IN_AISLE@tile28) -> P263(34D/RIGHT/MOVING_IN_AISLE@tile29) -> P115(31F/RIGHT/MOVING_IN_AISLE@tile30) -> P96(36J/RIGHT/MOVING_IN_AISLE@tile31) -> P251(34E/RIGHT/MOVING_IN_AISLE@tile32) -> P17(35I/RIGHT/MOVING_IN_AISLE@tile33) -> P57(36H/RIGHT/MOVING_IN_AISLE@tile34) -> P88(35E/RIGHT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P88->35E(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P166{seat=24J,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=22,directBlocker=0,lastMoveTick=695,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P0{seat=36E,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=23,directBlocker=66,lastMoveTick=687,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 22|23 Current unavailable yield tiles: 22|23 Current yield-tile occupants: 166|0 Final row-event chain: 126|166|0|66|238|280|283|6|263|115|96|251|17|57|88 Final row-event chain length: 15 Distinct row events in chain: 15 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2300\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1912\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 38 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I ============================================================ Date/Time: 2026-07-17 01:40:11 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 3783790101901 Scenario number: 11 Scenario seed: 2521194742811890438 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 28.07% Blocker-prone seat share (topology component): 59.65% Aisle-assignment balance: 99.42% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2699 Passengers seated: 282/342 Average waiting ticks: 684.70 Longest waiting passenger: P38->2H(RIGHT) Longest waiting ticks: 2699 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 36 Cluster candidates evaluated: 22 Executable cluster candidates: 1 Rejected cluster candidates: 21 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 35 Selected release potential total: 2 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 2263 Regions dissolved: 1 Repeated reconstructions avoided: 2263 Largest region lifetime: 2256 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2256:occupied=35 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1957 State changes reopening evaluation: 35 Region priority competitions: 2 Regions ranked: 4 Hierarchical selections: 2 Lower-priority evaluations deferred: 0 Highest selected priority score: 38560 Left/right priority wins: 0/2 Priority ties: 0 Last priority decision: LEFT:R2:score=2214 | RIGHT:R1:score=38560 | selected=RIGHT LEFT AISLE ---------- Total moves: 2981 Maximum occupied tiles: 13 Seat events: 170 Single-blocker events: 46 Multiple-blocker events: 25 Temporary aisle reoccupations: 99 RIGHT AISLE ----------- Total moves: 2178 Maximum occupied tiles: 35 Seat events: 112 Single-blocker events: 22 Multiple-blocker events: 8 Temporary aisle reoccupations: 38 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 231 Reservations granted: 230 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 25 Remaining moving in aisle: 33 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 65715 Longest unresolved passenger ID: 38 Longest unresolved row: 2 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 21 Longest dependency chain: P226(18D/RIGHT) -> P55(20G/RIGHT) -> P4(21F/RIGHT) -> P301(10J/RIGHT) -> P289(13J/RIGHT) -> P144(27F/RIGHT) -> P72(23G/RIGHT) -> P248(23E/RIGHT) -> P36(15H/RIGHT) -> P148(12H/RIGHT) -> P265(16D/RIGHT) -> P205(23I/RIGHT) -> P143(24F/RIGHT) -> P157(22I/RIGHT) -> P338(36I/RIGHT) -> P161(18J/RIGHT) -> P15(22G/RIGHT) -> P76(33F/RIGHT) -> P86(34I/RIGHT) -> P21(32J/RIGHT) -> P126(21J/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 226 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 33 Total blocked ticks: 76519 Total stationary ticks: 304291 Seat-event requests: 2300 Failed seat-event starts: 2018 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 126 Critical blocker identity: P126->21J(RIGHT) Direct fan-out: 1 Total indirect descendants: 20 Critical tree size including blocker: 21 Critical tree depth: 21 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 35 Unresolved outside passengers: 25 Unresolved internal passengers outside critical tree: 14 Critical blocker tree: P126(21J/RIGHT/WAITING_FOR_SEAT_EVENT) P21(32J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P86(34I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P76(33F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P15(22G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P161(18J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P338(36I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P157(22I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P143(24F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P205(23I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P265(16D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P148(12H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P36(15H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P248(23E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P72(23G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P144(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P289(13J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P301(10J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P4(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P55(20G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P226(18D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1909 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 22|23 Critical blocker unavailable yield tiles: 22|23 Critical blocker yield-tile occupants: 166|0 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1909 Rear-boundary failures: 109 Middle-bank reservation failures: 1 Active-event deferrals: 897 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 2 Trace length: 14 Yield-occupant trace: yieldOccupant[166]: P166(24J/RIGHT/MOVING_IN_AISLE@tile22) -> P0(36E/RIGHT/MOVING_IN_AISLE@tile23) -> P66(31G/RIGHT/MOVING_IN_AISLE@tile24) -> P238(27J/RIGHT/MOVING_IN_AISLE@tile25) -> P280(30J/RIGHT/MOVING_IN_AISLE@tile26) -> P283(28J/RIGHT/MOVING_IN_AISLE@tile27) -> P6(35D/RIGHT/MOVING_IN_AISLE@tile28) -> P263(34D/RIGHT/MOVING_IN_AISLE@tile29) -> P115(31F/RIGHT/MOVING_IN_AISLE@tile30) -> P96(36J/RIGHT/MOVING_IN_AISLE@tile31) -> P251(34E/RIGHT/MOVING_IN_AISLE@tile32) -> P17(35I/RIGHT/MOVING_IN_AISLE@tile33) -> P57(36H/RIGHT/MOVING_IN_AISLE@tile34) -> P88(35E/RIGHT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[0]: P0(36E/RIGHT/MOVING_IN_AISLE@tile23) -> P66(31G/RIGHT/MOVING_IN_AISLE@tile24) -> P238(27J/RIGHT/MOVING_IN_AISLE@tile25) -> P280(30J/RIGHT/MOVING_IN_AISLE@tile26) -> P283(28J/RIGHT/MOVING_IN_AISLE@tile27) -> P6(35D/RIGHT/MOVING_IN_AISLE@tile28) -> P263(34D/RIGHT/MOVING_IN_AISLE@tile29) -> P115(31F/RIGHT/MOVING_IN_AISLE@tile30) -> P96(36J/RIGHT/MOVING_IN_AISLE@tile31) -> P251(34E/RIGHT/MOVING_IN_AISLE@tile32) -> P17(35I/RIGHT/MOVING_IN_AISLE@tile33) -> P57(36H/RIGHT/MOVING_IN_AISLE@tile34) -> P88(35E/RIGHT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P88->35E(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P166{seat=24J,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=22,directBlocker=0,lastMoveTick=695,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P0{seat=36E,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=23,directBlocker=66,lastMoveTick=687,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 22|23 Current unavailable yield tiles: 22|23 Current yield-tile occupants: 166|0 Final row-event chain: 126|166|0|66|238|280|283|6|263|115|96|251|17|57|88 Final row-event chain length: 15 Distinct row events in chain: 15 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2300\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1912\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 11 | standardDataset=282/342 (82.46%) | finalTwoRowRiskDispersionDataset=282/342 (82.46%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | finalTwoRowRiskDispersionFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 38 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I ============================================================ Date/Time: 2026-07-17 01:40:11 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 3783790101901 Scenario number: 12 Scenario seed: -8445717439553006368 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2332 Passengers seated: 221/235 Average waiting ticks: 400.71 Longest waiting passenger: P59->29H(RIGHT) Longest waiting ticks: 2288 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 16 Cluster candidates evaluated: 32 Executable cluster candidates: 0 Rejected cluster candidates: 32 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 14 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1816 Regions dissolved: 2 Repeated reconstructions avoided: 1816 Largest region lifetime: 1775 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1775:occupied=14 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1622 State changes reopening evaluation: 15 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1678 Maximum occupied tiles: 13 Seat events: 117 Single-blocker events: 29 Multiple-blocker events: 8 Temporary aisle reoccupations: 47 RIGHT AISLE ----------- Total moves: 1673 Maximum occupied tiles: 17 Seat events: 104 Single-blocker events: 23 Multiple-blocker events: 11 Temporary aisle reoccupations: 49 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1763 Reservations granted: 1760 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 11 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 18440 Longest unresolved passenger ID: 214 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 11 Longest dependency chain: P62(21H/RIGHT) -> P229(23D/RIGHT) -> P45(30C/RIGHT) -> P55(20D/RIGHT) -> P84(28H/RIGHT) -> P42(28G/RIGHT) -> P228(24G/RIGHT) -> P58(25F/RIGHT) -> P220(26H/RIGHT) -> P61(29D/RIGHT) -> P145(26C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 62 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 11 Total blocked ticks: 28562 Total stationary ticks: 115660 Seat-event requests: 1887 Failed seat-event starts: 1666 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 145 Critical blocker identity: P145->26C(RIGHT) Direct fan-out: 1 Total indirect descendants: 10 Critical tree size including blocker: 11 Critical tree depth: 11 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 14 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P145(26C/RIGHT/WAITING_FOR_SEAT_EVENT) P61(29D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P220(26H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P58(25F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P228(24G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P42(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P84(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P55(20D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P45(30C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P229(23D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P62(21H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1666 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 27|28|29 Critical blocker unavailable yield tiles: 28|29 Critical blocker yield-tile occupants: 214|59 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1666 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 845 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 2 Trace length: 2 Yield-occupant trace: yieldOccupant[214]: P214(30F/RIGHT/MOVING_IN_AISLE@tile28) -> P59(29H/RIGHT/WAITING_AT_ROW@tile29) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[59]: P59(29H/RIGHT/WAITING_AT_ROW@tile29) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P59->29H(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P214{seat=30F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=28,directBlocker=59,lastMoveTick=537,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P59{seat=29H,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=29,directBlocker=-1,lastMoveTick=487,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 27|28|29 Current unavailable yield tiles: 28|29 Current yield-tile occupants: 214|59 Final row-event chain: 145|214|59 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1890\nPrecedence substitutions made: 3\nDependency chains followed: 19\nBlocked by waiting-row occupant: 19\nSubstituted events started: 3\nOccupied-space rejections: 3296\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 38 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I ============================================================ Date/Time: 2026-07-17 01:40:11 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 3783790101901 Scenario number: 12 Scenario seed: -8445717439553006368 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2331 Passengers seated: 221/235 Average waiting ticks: 400.69 Longest waiting passenger: P59->29H(RIGHT) Longest waiting ticks: 2287 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 16 Cluster candidates evaluated: 32 Executable cluster candidates: 0 Rejected cluster candidates: 32 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 14 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1815 Regions dissolved: 2 Repeated reconstructions avoided: 1815 Largest region lifetime: 1774 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1774:occupied=14 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1621 State changes reopening evaluation: 15 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1678 Maximum occupied tiles: 13 Seat events: 117 Single-blocker events: 29 Multiple-blocker events: 8 Temporary aisle reoccupations: 47 RIGHT AISLE ----------- Total moves: 1673 Maximum occupied tiles: 17 Seat events: 104 Single-blocker events: 23 Multiple-blocker events: 11 Temporary aisle reoccupations: 49 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1762 Reservations granted: 1759 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 11 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 18424 Longest unresolved passenger ID: 214 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 11 Longest dependency chain: P62(21H/RIGHT) -> P229(23D/RIGHT) -> P45(30C/RIGHT) -> P55(20D/RIGHT) -> P84(28H/RIGHT) -> P42(28G/RIGHT) -> P228(24G/RIGHT) -> P58(25F/RIGHT) -> P220(26H/RIGHT) -> P61(29D/RIGHT) -> P145(26C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 62 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 11 Total blocked ticks: 28534 Total stationary ticks: 115633 Seat-event requests: 1886 Failed seat-event starts: 1665 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 145 Critical blocker identity: P145->26C(RIGHT) Direct fan-out: 1 Total indirect descendants: 10 Critical tree size including blocker: 11 Critical tree depth: 11 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 14 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P145(26C/RIGHT/WAITING_FOR_SEAT_EVENT) P61(29D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P220(26H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P58(25F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P228(24G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P42(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P84(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P55(20D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P45(30C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P229(23D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P62(21H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1665 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 27|28|29 Critical blocker unavailable yield tiles: 28|29 Critical blocker yield-tile occupants: 214|59 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1665 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 843 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 2 Trace length: 2 Yield-occupant trace: yieldOccupant[214]: P214(30F/RIGHT/MOVING_IN_AISLE@tile28) -> P59(29H/RIGHT/WAITING_AT_ROW@tile29) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[59]: P59(29H/RIGHT/WAITING_AT_ROW@tile29) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P59->29H(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P214{seat=30F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=28,directBlocker=59,lastMoveTick=537,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P59{seat=29H,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=29,directBlocker=-1,lastMoveTick=494,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 27|28|29 Current unavailable yield tiles: 28|29 Current yield-tile occupants: 214|59 Final row-event chain: 145|214|59 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1889\nPrecedence substitutions made: 3\nDependency chains followed: 19\nBlocked by waiting-row occupant: 19\nSubstituted events started: 3\nOccupied-space rejections: 3294\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 12 | standardDataset=221/235 (94.04%) | finalTwoRowRiskDispersionDataset=221/235 (94.04%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL | finalTwoRowRiskDispersionFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 38 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I ============================================================ Date/Time: 2026-07-17 01:40:11 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 3783790101901 Scenario number: 13 Scenario seed: 8355961071678118183 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.31% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 94.12% OUTCOME ------- Status: SUCCESS Completed ticks: 761 Passengers seated: 204/204 Average waiting ticks: 331.60 Longest waiting passenger: P14->7F(LEFT) Longest waiting ticks: 714 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1605 Maximum occupied tiles: 11 Seat events: 108 Single-blocker events: 24 Multiple-blocker events: 11 Temporary aisle reoccupations: 48 RIGHT AISLE ----------- Total moves: 1424 Maximum occupied tiles: 10 Seat events: 96 Single-blocker events: 23 Multiple-blocker events: 7 Temporary aisle reoccupations: 38 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 108 Reservations granted: 108 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3823 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4725 Total stationary ticks: 70858 Seat-event requests: 210 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 450 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 450 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 210\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 38 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I ============================================================ Date/Time: 2026-07-17 01:40:11 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 3783790101901 Scenario number: 13 Scenario seed: 8355961071678118183 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.31% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 94.12% OUTCOME ------- Status: SUCCESS Completed ticks: 761 Passengers seated: 204/204 Average waiting ticks: 331.60 Longest waiting passenger: P14->7F(LEFT) Longest waiting ticks: 714 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1605 Maximum occupied tiles: 11 Seat events: 108 Single-blocker events: 24 Multiple-blocker events: 11 Temporary aisle reoccupations: 48 RIGHT AISLE ----------- Total moves: 1424 Maximum occupied tiles: 10 Seat events: 96 Single-blocker events: 23 Multiple-blocker events: 7 Temporary aisle reoccupations: 38 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 108 Reservations granted: 108 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3828 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4731 Total stationary ticks: 70860 Seat-event requests: 210 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 452 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 452 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 210\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 13 | standardDataset=204/204 (100.00%) | finalTwoRowRiskDispersionDataset=204/204 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 38 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I ============================================================ Date/Time: 2026-07-17 01:40:11 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 3783790101901 Scenario number: 14 Scenario seed: 4353735298677515303 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.94% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 95.37% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2309 Passengers seated: 171/216 Average waiting ticks: 635.63 Longest waiting passenger: P2->9C(LEFT) Longest waiting ticks: 2309 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 12 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 11 Selected release potential total: 2 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1893 Regions dissolved: 1 Repeated reconstructions avoided: 1893 Largest region lifetime: 1886 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1886:occupied=11 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1872 State changes reopening evaluation: 11 Region priority competitions: 2 Regions ranked: 4 Hierarchical selections: 2 Lower-priority evaluations deferred: 0 Highest selected priority score: 12210 Left/right priority wins: 2/0 Priority ties: 0 Last priority decision: LEFT:R1:score=12210 | RIGHT:R2:score=2214 | selected=LEFT LEFT AISLE ---------- Total moves: 914 Maximum occupied tiles: 14 Seat events: 58 Single-blocker events: 11 Multiple-blocker events: 2 Temporary aisle reoccupations: 15 RIGHT AISLE ----------- Total moves: 1618 Maximum occupied tiles: 13 Seat events: 113 Single-blocker events: 32 Multiple-blocker events: 15 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1993 Reservations granted: 1993 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 31 Remaining moving in aisle: 11 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 20922 Longest unresolved passenger ID: 2 Longest unresolved row: 9 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 11 Longest dependency chain: P147(30A/LEFT) -> P135(26F/LEFT) -> P110(25E/LEFT) -> P77(27A/LEFT) -> P176(7C/LEFT) -> P60(21B/LEFT) -> P9(16D/LEFT) -> P87(19B/LEFT) -> P141(26A/LEFT) -> P54(14A/LEFT) -> P152(11F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 147 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 11 Total blocked ticks: 29775 Total stationary ticks: 160086 Seat-event requests: 2070 Failed seat-event starts: 1899 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 152 Critical blocker identity: P152->11F(LEFT) Direct fan-out: 1 Total indirect descendants: 10 Critical tree size including blocker: 11 Critical tree depth: 11 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 14 Unresolved outside passengers: 31 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P152(11F/LEFT/WAITING_FOR_SEAT_EVENT) P54(14A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P141(26A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P87(19B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P9(16D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P60(21B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P176(7C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P77(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P110(25E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P135(26F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P147(30A/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1899 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 12|13|14 Critical blocker unavailable yield tiles: 14 Critical blocker yield-tile occupants: 5 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1899 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 403 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[5]: P5(24C/LEFT/MOVING_IN_AISLE@tile14) -> P201(15A/LEFT/WAITING_AT_ROW@tile15) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P201->15A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P5{seat=24C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=14,directBlocker=201,lastMoveTick=415,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 12|13|14 Current unavailable yield tiles: 14 Current yield-tile occupants: 5 Final row-event chain: 152|5|201 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 1900\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 38 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I ============================================================ Date/Time: 2026-07-17 01:40:11 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 3783790101901 Scenario number: 14 Scenario seed: 4353735298677515303 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.94% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 95.37% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2309 Passengers seated: 171/216 Average waiting ticks: 635.63 Longest waiting passenger: P2->9C(LEFT) Longest waiting ticks: 2309 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 12 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 11 Selected release potential total: 2 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1893 Regions dissolved: 1 Repeated reconstructions avoided: 1893 Largest region lifetime: 1886 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1886:occupied=11 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1872 State changes reopening evaluation: 11 Region priority competitions: 2 Regions ranked: 4 Hierarchical selections: 2 Lower-priority evaluations deferred: 0 Highest selected priority score: 12210 Left/right priority wins: 2/0 Priority ties: 0 Last priority decision: LEFT:R1:score=12210 | RIGHT:R2:score=2214 | selected=LEFT LEFT AISLE ---------- Total moves: 914 Maximum occupied tiles: 14 Seat events: 58 Single-blocker events: 11 Multiple-blocker events: 2 Temporary aisle reoccupations: 15 RIGHT AISLE ----------- Total moves: 1618 Maximum occupied tiles: 13 Seat events: 113 Single-blocker events: 32 Multiple-blocker events: 15 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1993 Reservations granted: 1993 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 31 Remaining moving in aisle: 11 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 20923 Longest unresolved passenger ID: 2 Longest unresolved row: 9 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 11 Longest dependency chain: P147(30A/LEFT) -> P135(26F/LEFT) -> P110(25E/LEFT) -> P77(27A/LEFT) -> P176(7C/LEFT) -> P60(21B/LEFT) -> P9(16D/LEFT) -> P87(19B/LEFT) -> P141(26A/LEFT) -> P54(14A/LEFT) -> P152(11F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 147 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 11 Total blocked ticks: 29762 Total stationary ticks: 160082 Seat-event requests: 2070 Failed seat-event starts: 1899 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 152 Critical blocker identity: P152->11F(LEFT) Direct fan-out: 1 Total indirect descendants: 10 Critical tree size including blocker: 11 Critical tree depth: 11 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 14 Unresolved outside passengers: 31 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P152(11F/LEFT/WAITING_FOR_SEAT_EVENT) P54(14A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P141(26A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P87(19B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P9(16D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P60(21B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P176(7C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P77(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P110(25E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P135(26F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P147(30A/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1899 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 12|13|14 Critical blocker unavailable yield tiles: 14 Critical blocker yield-tile occupants: 5 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1899 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 396 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[5]: P5(24C/LEFT/MOVING_IN_AISLE@tile14) -> P201(15A/LEFT/WAITING_AT_ROW@tile15) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P201->15A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P5{seat=24C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=14,directBlocker=201,lastMoveTick=415,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 12|13|14 Current unavailable yield tiles: 14 Current yield-tile occupants: 5 Final row-event chain: 152|5|201 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 1900\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 14 | standardDataset=171/216 (79.17%) | finalTwoRowRiskDispersionDataset=171/216 (79.17%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | finalTwoRowRiskDispersionFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 38 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I ============================================================ Date/Time: 2026-07-17 01:40:11 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 3783790101901 Scenario number: 15 Scenario seed: -2248069347030309492 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.72% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 97.22% OUTCOME ------- Status: SUCCESS Completed ticks: 778 Passengers seated: 216/216 Average waiting ticks: 351.45 Longest waiting passenger: P19->10A(LEFT) Longest waiting ticks: 741 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1584 Maximum occupied tiles: 11 Seat events: 111 Single-blocker events: 20 Multiple-blocker events: 11 Temporary aisle reoccupations: 44 RIGHT AISLE ----------- Total moves: 1534 Maximum occupied tiles: 11 Seat events: 105 Single-blocker events: 28 Multiple-blocker events: 8 Temporary aisle reoccupations: 47 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 119 Reservations granted: 119 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3991 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4842 Total stationary ticks: 79197 Seat-event requests: 225 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 434 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 434 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 225\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 38 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I ============================================================ Date/Time: 2026-07-17 01:40:11 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 3783790101901 Scenario number: 15 Scenario seed: -2248069347030309492 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.72% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 97.22% OUTCOME ------- Status: SUCCESS Completed ticks: 778 Passengers seated: 216/216 Average waiting ticks: 351.48 Longest waiting passenger: P19->10A(LEFT) Longest waiting ticks: 741 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1584 Maximum occupied tiles: 11 Seat events: 111 Single-blocker events: 20 Multiple-blocker events: 11 Temporary aisle reoccupations: 44 RIGHT AISLE ----------- Total moves: 1534 Maximum occupied tiles: 11 Seat events: 105 Single-blocker events: 28 Multiple-blocker events: 8 Temporary aisle reoccupations: 47 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 119 Reservations granted: 119 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3991 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4857 Total stationary ticks: 79202 Seat-event requests: 225 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 447 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 447 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 225\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 15 | standardDataset=216/216 (100.00%) | finalTwoRowRiskDispersionDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 38 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I ============================================================ Date/Time: 2026-07-17 01:40:11 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 3783790101901 Scenario number: 16 Scenario seed: 5441835336460933565 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 59.21% Aisle-assignment balance: 97.45% OUTCOME ------- Status: SUCCESS Completed ticks: 1275 Passengers seated: 353/353 Average waiting ticks: 581.91 Longest waiting passenger: P120->18J(RIGHT) Longest waiting ticks: 1200 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: LEFT:tiles18-21:occupied=3:anchor=P127:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 10 Regions dissolved: 1 Repeated reconstructions avoided: 10 Largest region lifetime: 11 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=11 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3032 Maximum occupied tiles: 14 Seat events: 172 Single-blocker events: 42 Multiple-blocker events: 24 Temporary aisle reoccupations: 93 RIGHT AISLE ----------- Total moves: 3173 Maximum occupied tiles: 15 Seat events: 181 Single-blocker events: 51 Multiple-blocker events: 22 Temporary aisle reoccupations: 96 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 159 Reservations granted: 154 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8150 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9991 Total stationary ticks: 212524 Seat-event requests: 377 Failed seat-event starts: 24 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 896 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 24 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 896 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 381\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 8\nOccupied-space rejections: 29\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 38 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I ============================================================ Date/Time: 2026-07-17 01:40:11 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 3783790101901 Scenario number: 16 Scenario seed: 5441835336460933565 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 59.21% Aisle-assignment balance: 97.45% OUTCOME ------- Status: SUCCESS Completed ticks: 1275 Passengers seated: 353/353 Average waiting ticks: 581.97 Longest waiting passenger: P120->18J(RIGHT) Longest waiting ticks: 1200 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: LEFT:tiles18-21:occupied=3:anchor=P127:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 10 Regions dissolved: 1 Repeated reconstructions avoided: 10 Largest region lifetime: 11 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=11 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3032 Maximum occupied tiles: 14 Seat events: 172 Single-blocker events: 42 Multiple-blocker events: 24 Temporary aisle reoccupations: 93 RIGHT AISLE ----------- Total moves: 3173 Maximum occupied tiles: 15 Seat events: 181 Single-blocker events: 51 Multiple-blocker events: 22 Temporary aisle reoccupations: 96 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 159 Reservations granted: 154 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8126 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9957 Total stationary ticks: 212512 Seat-event requests: 377 Failed seat-event starts: 24 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 896 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 24 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 896 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 381\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 8\nOccupied-space rejections: 29\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 16 | standardDataset=353/353 (100.00%) | finalTwoRowRiskDispersionDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=2 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 38 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I ============================================================ Date/Time: 2026-07-17 01:40:11 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 3783790101901 Scenario number: 17 Scenario seed: -4757774494264496973 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.76% Blocker-prone seat share (topology component): 60.78% Aisle-assignment balance: 96.73% OUTCOME ------- Status: SUCCESS Completed ticks: 1109 Passengers seated: 306/306 Average waiting ticks: 499.92 Longest waiting passenger: P76->15I(RIGHT) Longest waiting ticks: 1052 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 17 Regions dissolved: 1 Repeated reconstructions avoided: 17 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=18 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2653 Maximum occupied tiles: 14 Seat events: 148 Single-blocker events: 44 Multiple-blocker events: 12 Temporary aisle reoccupations: 70 RIGHT AISLE ----------- Total moves: 2778 Maximum occupied tiles: 14 Seat events: 158 Single-blocker events: 44 Multiple-blocker events: 17 Temporary aisle reoccupations: 80 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 130 Reservations granted: 127 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7098 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8616 Total stationary ticks: 159247 Seat-event requests: 318 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 697 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 697 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 321\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 38 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I ============================================================ Date/Time: 2026-07-17 01:40:11 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 3783790101901 Scenario number: 17 Scenario seed: -4757774494264496973 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 28.76% Blocker-prone seat share (topology component): 60.78% Aisle-assignment balance: 96.73% OUTCOME ------- Status: SUCCESS Completed ticks: 1109 Passengers seated: 306/306 Average waiting ticks: 499.99 Longest waiting passenger: P76->15I(RIGHT) Longest waiting ticks: 1052 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 17 Regions dissolved: 1 Repeated reconstructions avoided: 17 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=18 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2653 Maximum occupied tiles: 14 Seat events: 148 Single-blocker events: 44 Multiple-blocker events: 12 Temporary aisle reoccupations: 70 RIGHT AISLE ----------- Total moves: 2778 Maximum occupied tiles: 14 Seat events: 158 Single-blocker events: 44 Multiple-blocker events: 17 Temporary aisle reoccupations: 80 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 128 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7083 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8612 Total stationary ticks: 159248 Seat-event requests: 319 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 706 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 706 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 322\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 17 | standardDataset=306/306 (100.00%) | finalTwoRowRiskDispersionDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 38 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I ============================================================ Date/Time: 2026-07-17 01:40:11 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 3783790101901 Scenario number: 18 Scenario seed: -7065122748542056349 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 848 Passengers seated: 235/235 Average waiting ticks: 382.21 Longest waiting passenger: P229->9H(RIGHT) Longest waiting ticks: 791 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 22 Regions dissolved: 1 Repeated reconstructions avoided: 22 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=23 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1644 Maximum occupied tiles: 10 Seat events: 115 Single-blocker events: 26 Multiple-blocker events: 10 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1752 Maximum occupied tiles: 13 Seat events: 120 Single-blocker events: 29 Multiple-blocker events: 11 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 135 Reservations granted: 130 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4383 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5463 Total stationary ticks: 93481 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 534 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 534 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 253\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 38 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I ============================================================ Date/Time: 2026-07-17 01:40:11 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 3783790101901 Scenario number: 18 Scenario seed: -7065122748542056349 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 848 Passengers seated: 235/235 Average waiting ticks: 382.21 Longest waiting passenger: P229->9H(RIGHT) Longest waiting ticks: 791 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 22 Regions dissolved: 1 Repeated reconstructions avoided: 22 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=23 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1644 Maximum occupied tiles: 10 Seat events: 115 Single-blocker events: 26 Multiple-blocker events: 10 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1752 Maximum occupied tiles: 13 Seat events: 120 Single-blocker events: 29 Multiple-blocker events: 11 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 135 Reservations granted: 130 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4383 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5463 Total stationary ticks: 93481 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 534 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 534 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 253\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 18 | standardDataset=235/235 (100.00%) | finalTwoRowRiskDispersionDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 38 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I ============================================================ Date/Time: 2026-07-17 01:40:11 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 3783790101901 Scenario number: 19 Scenario seed: -757299958804263491 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.12% Blocker-prone seat share (topology component): 66.41% Aisle-assignment balance: 98.07% OUTCOME ------- Status: SUCCESS Completed ticks: 934 Passengers seated: 259/259 Average waiting ticks: 425.11 Longest waiting passenger: P59->23C(LEFT) Longest waiting ticks: 880 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2009 Maximum occupied tiles: 11 Seat events: 132 Single-blocker events: 32 Multiple-blocker events: 17 Temporary aisle reoccupations: 66 RIGHT AISLE ----------- Total moves: 1982 Maximum occupied tiles: 11 Seat events: 127 Single-blocker events: 38 Multiple-blocker events: 10 Temporary aisle reoccupations: 58 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 94 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4823 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6001 Total stationary ticks: 114132 Seat-event requests: 266 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 592 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 592 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 269\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 7\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 38 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I ============================================================ Date/Time: 2026-07-17 01:40:11 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 3783790101901 Scenario number: 19 Scenario seed: -757299958804263491 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 259 Occupancy: 90% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.12% Blocker-prone seat share (topology component): 66.41% Aisle-assignment balance: 98.07% OUTCOME ------- Status: SUCCESS Completed ticks: 934 Passengers seated: 259/259 Average waiting ticks: 425.20 Longest waiting passenger: P59->23C(LEFT) Longest waiting ticks: 880 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2009 Maximum occupied tiles: 11 Seat events: 132 Single-blocker events: 32 Multiple-blocker events: 17 Temporary aisle reoccupations: 66 RIGHT AISLE ----------- Total moves: 1982 Maximum occupied tiles: 11 Seat events: 127 Single-blocker events: 38 Multiple-blocker events: 10 Temporary aisle reoccupations: 58 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 94 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4808 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5995 Total stationary ticks: 114131 Seat-event requests: 266 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 608 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 608 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 269\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 7\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 19 | standardDataset=259/259 (100.00%) | finalTwoRowRiskDispersionDataset=259/259 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 38 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I ============================================================ Date/Time: 2026-07-17 01:40:12 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 3783790101901 Scenario number: 20 Scenario seed: 4532493205776670223 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.43% Blocker-prone seat share (topology component): 64.35% Aisle-assignment balance: 96.52% OUTCOME ------- Status: SUCCESS Completed ticks: 848 Passengers seated: 230/230 Average waiting ticks: 371.36 Longest waiting passenger: P214->29F(RIGHT) Longest waiting ticks: 813 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 3 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 6 Selected release potential total: 5 Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P76:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 38 Regions dissolved: 1 Repeated reconstructions avoided: 38 Largest region lifetime: 39 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=39 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1707 Maximum occupied tiles: 13 Seat events: 111 Single-blocker events: 34 Multiple-blocker events: 8 Temporary aisle reoccupations: 50 RIGHT AISLE ----------- Total moves: 1842 Maximum occupied tiles: 14 Seat events: 119 Single-blocker events: 30 Multiple-blocker events: 7 Temporary aisle reoccupations: 44 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 80 Reservations granted: 77 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4696 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6057 Total stationary ticks: 89621 Seat-event requests: 242 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 608 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 608 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 38 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I ============================================================ Date/Time: 2026-07-17 01:40:12 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 3783790101901 Scenario number: 20 Scenario seed: 4532493205776670223 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.43% Blocker-prone seat share (topology component): 64.35% Aisle-assignment balance: 96.52% OUTCOME ------- Status: SUCCESS Completed ticks: 848 Passengers seated: 230/230 Average waiting ticks: 371.36 Longest waiting passenger: P214->29F(RIGHT) Longest waiting ticks: 813 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 3 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 6 Selected release potential total: 5 Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P76:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 38 Regions dissolved: 1 Repeated reconstructions avoided: 38 Largest region lifetime: 39 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=39 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1707 Maximum occupied tiles: 13 Seat events: 111 Single-blocker events: 34 Multiple-blocker events: 8 Temporary aisle reoccupations: 50 RIGHT AISLE ----------- Total moves: 1842 Maximum occupied tiles: 14 Seat events: 119 Single-blocker events: 30 Multiple-blocker events: 7 Temporary aisle reoccupations: 44 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 80 Reservations granted: 77 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4696 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6057 Total stationary ticks: 89621 Seat-event requests: 242 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 608 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 608 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 20 | standardDataset=230/230 (100.00%) | finalTwoRowRiskDispersionDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 38 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I ============================================================ Date/Time: 2026-07-17 01:40:12 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 3783790101901 Scenario number: 21 Scenario seed: -3613813310582339026 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.80% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 788 Passengers seated: 216/216 Average waiting ticks: 366.09 Longest waiting passenger: P24->10B(LEFT) Longest waiting ticks: 747 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1564 Maximum occupied tiles: 10 Seat events: 108 Single-blocker events: 30 Multiple-blocker events: 5 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1599 Maximum occupied tiles: 12 Seat events: 108 Single-blocker events: 24 Multiple-blocker events: 10 Temporary aisle reoccupations: 46 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 114 Reservations granted: 114 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3674 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4590 Total stationary ticks: 82050 Seat-event requests: 223 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 496 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 496 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 223\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 38 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I ============================================================ Date/Time: 2026-07-17 01:40:12 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 3783790101901 Scenario number: 21 Scenario seed: -3613813310582339026 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.80% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 788 Passengers seated: 216/216 Average waiting ticks: 366.09 Longest waiting passenger: P24->10B(LEFT) Longest waiting ticks: 747 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1564 Maximum occupied tiles: 10 Seat events: 108 Single-blocker events: 30 Multiple-blocker events: 5 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1599 Maximum occupied tiles: 12 Seat events: 108 Single-blocker events: 24 Multiple-blocker events: 10 Temporary aisle reoccupations: 46 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 114 Reservations granted: 114 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3679 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4590 Total stationary ticks: 82050 Seat-event requests: 223 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 496 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 496 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 223\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 21 | standardDataset=216/216 (100.00%) | finalTwoRowRiskDispersionDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 38 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I ============================================================ Date/Time: 2026-07-17 01:40:12 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 3783790101901 Scenario number: 22 Scenario seed: 6577716345345410502 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: SUCCESS Completed ticks: 876 Passengers seated: 235/235 Average waiting ticks: 385.55 Longest waiting passenger: P170->30F(RIGHT) Longest waiting ticks: 815 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1649 Maximum occupied tiles: 13 Seat events: 113 Single-blocker events: 29 Multiple-blocker events: 9 Temporary aisle reoccupations: 48 RIGHT AISLE ----------- Total moves: 1790 Maximum occupied tiles: 14 Seat events: 122 Single-blocker events: 37 Multiple-blocker events: 15 Temporary aisle reoccupations: 73 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 123 Reservations granted: 121 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4331 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5389 Total stationary ticks: 94195 Seat-event requests: 241 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 528 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 528 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 243\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 38 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I ============================================================ Date/Time: 2026-07-17 01:40:12 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 3783790101901 Scenario number: 22 Scenario seed: 6577716345345410502 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: SUCCESS Completed ticks: 876 Passengers seated: 235/235 Average waiting ticks: 385.55 Longest waiting passenger: P170->30F(RIGHT) Longest waiting ticks: 815 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1649 Maximum occupied tiles: 13 Seat events: 113 Single-blocker events: 29 Multiple-blocker events: 9 Temporary aisle reoccupations: 48 RIGHT AISLE ----------- Total moves: 1790 Maximum occupied tiles: 14 Seat events: 122 Single-blocker events: 37 Multiple-blocker events: 15 Temporary aisle reoccupations: 73 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 123 Reservations granted: 121 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4331 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5389 Total stationary ticks: 94195 Seat-event requests: 241 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 528 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 528 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 243\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 22 | standardDataset=235/235 (100.00%) | finalTwoRowRiskDispersionDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 38 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I ============================================================ Date/Time: 2026-07-17 01:40:12 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 3783790101901 Scenario number: 23 Scenario seed: -3239949331600273686 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.05% Blocker-prone seat share (topology component): 60.34% Aisle-assignment balance: 94.05% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2820 Passengers seated: 306/353 Average waiting ticks: 674.37 Longest waiting passenger: P7->13B(LEFT) Longest waiting ticks: 2820 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 34 Cluster candidates evaluated: 94 Executable cluster candidates: 1 Rejected cluster candidates: 93 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 34 Selected release potential total: 3 Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 2117 Regions dissolved: 1 Repeated reconstructions avoided: 2117 Largest region lifetime: 2107 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=2107:occupied=34 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1971 State changes reopening evaluation: 32 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2435 Maximum occupied tiles: 34 Seat events: 119 Single-blocker events: 35 Multiple-blocker events: 8 Temporary aisle reoccupations: 52 RIGHT AISLE ----------- Total moves: 3193 Maximum occupied tiles: 13 Seat events: 187 Single-blocker events: 43 Multiple-blocker events: 25 Temporary aisle reoccupations: 97 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 2140 Reservations granted: 2138 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 4 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 13 Remaining moving in aisle: 29 Remaining waiting at row: 5 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 58270 Longest unresolved passenger ID: 7 Longest unresolved row: 13 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 11 Longest dependency chain: P145(21B/LEFT) -> P265(22D/LEFT) -> P49(16A/LEFT) -> P73(36C/LEFT) -> P23(32E/LEFT) -> P112(36B/LEFT) -> P218(27A/LEFT) -> P215(20A/LEFT) -> P17(21G/LEFT) -> P340(31B/LEFT) -> P124(22A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 145 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 29 Total blocked ticks: 75780 Total stationary ticks: 301164 Seat-event requests: 2361 Failed seat-event starts: 2055 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 66 Critical blocker identity: P66->11G(LEFT) Direct fan-out: 1 Total indirect descendants: 10 Critical tree size including blocker: 11 Critical tree depth: 11 Frozen internal components: 5 Terminal WAITING_FOR_SEAT_EVENT nodes: 5 Unresolved internal passengers: 34 Unresolved outside passengers: 13 Unresolved internal passengers outside critical tree: 23 Critical blocker tree: P66(11G/LEFT/WAITING_FOR_SEAT_EVENT) P27(19D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P286(22B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P102(16B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P15(33C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P25(30A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P235(34D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P249(35A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P315(34F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P28(16E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P310(28C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 2022 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 12|13|14 Critical blocker unavailable yield tiles: 12|13|14 Critical blocker yield-tile occupants: 145|265|49 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 2 Waiting-row passengers with multiple blockers: 3 Yield-tile occupied failures: 2022 Rear-boundary failures: 33 Middle-bank reservation failures: 2 Active-event deferrals: 993 Simultaneous arbitration losses: 4 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 3 Trace length: 11 Yield-occupant trace: yieldOccupant[145]: P145(21B/LEFT/MOVING_IN_AISLE@tile12) -> P265(22D/LEFT/MOVING_IN_AISLE@tile13) -> P49(16A/LEFT/MOVING_IN_AISLE@tile14) -> P73(36C/LEFT/MOVING_IN_AISLE@tile15) -> P23(32E/LEFT/MOVING_IN_AISLE@tile16) -> P112(36B/LEFT/MOVING_IN_AISLE@tile17) -> P218(27A/LEFT/MOVING_IN_AISLE@tile18) -> P215(20A/LEFT/MOVING_IN_AISLE@tile19) -> P17(21G/LEFT/MOVING_IN_AISLE@tile20) -> P340(31B/LEFT/MOVING_IN_AISLE@tile21) -> P124(22A/LEFT/WAITING_AT_ROW@tile22) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[265]: P265(22D/LEFT/MOVING_IN_AISLE@tile13) -> P49(16A/LEFT/MOVING_IN_AISLE@tile14) -> P73(36C/LEFT/MOVING_IN_AISLE@tile15) -> P23(32E/LEFT/MOVING_IN_AISLE@tile16) -> P112(36B/LEFT/MOVING_IN_AISLE@tile17) -> P218(27A/LEFT/MOVING_IN_AISLE@tile18) -> P215(20A/LEFT/MOVING_IN_AISLE@tile19) -> P17(21G/LEFT/MOVING_IN_AISLE@tile20) -> P340(31B/LEFT/MOVING_IN_AISLE@tile21) -> P124(22A/LEFT/WAITING_AT_ROW@tile22) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[49]: P49(16A/LEFT/MOVING_IN_AISLE@tile14) -> P73(36C/LEFT/MOVING_IN_AISLE@tile15) -> P23(32E/LEFT/MOVING_IN_AISLE@tile16) -> P112(36B/LEFT/MOVING_IN_AISLE@tile17) -> P218(27A/LEFT/MOVING_IN_AISLE@tile18) -> P215(20A/LEFT/MOVING_IN_AISLE@tile19) -> P17(21G/LEFT/MOVING_IN_AISLE@tile20) -> P340(31B/LEFT/MOVING_IN_AISLE@tile21) -> P124(22A/LEFT/WAITING_AT_ROW@tile22) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P124->22A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P145{seat=21B,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=12,directBlocker=265,lastMoveTick=864,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P265{seat=22D,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=13,directBlocker=49,lastMoveTick=863,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P49{seat=16A,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=14,directBlocker=73,lastMoveTick=855,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 12|13|14 Current unavailable yield tiles: 12|13|14 Current yield-tile occupants: 145|265|49 Final row-event chain: 66|145|265|49|73|23|112|218|215|17|340|124 Final row-event chain length: 12 Distinct row events in chain: 12 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 5 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2366\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 2085\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 38 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I ============================================================ Date/Time: 2026-07-17 01:40:12 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 3783790101901 Scenario number: 23 Scenario seed: -3239949331600273686 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 28.05% Blocker-prone seat share (topology component): 60.34% Aisle-assignment balance: 94.05% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2820 Passengers seated: 306/353 Average waiting ticks: 674.37 Longest waiting passenger: P7->13B(LEFT) Longest waiting ticks: 2820 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 34 Cluster candidates evaluated: 94 Executable cluster candidates: 1 Rejected cluster candidates: 93 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 34 Selected release potential total: 3 Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 2117 Regions dissolved: 1 Repeated reconstructions avoided: 2117 Largest region lifetime: 2107 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=2107:occupied=34 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1971 State changes reopening evaluation: 32 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2435 Maximum occupied tiles: 34 Seat events: 119 Single-blocker events: 35 Multiple-blocker events: 8 Temporary aisle reoccupations: 52 RIGHT AISLE ----------- Total moves: 3193 Maximum occupied tiles: 13 Seat events: 187 Single-blocker events: 43 Multiple-blocker events: 25 Temporary aisle reoccupations: 97 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 2140 Reservations granted: 2138 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 4 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 13 Remaining moving in aisle: 29 Remaining waiting at row: 5 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 58270 Longest unresolved passenger ID: 7 Longest unresolved row: 13 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 11 Longest dependency chain: P145(21B/LEFT) -> P265(22D/LEFT) -> P49(16A/LEFT) -> P73(36C/LEFT) -> P23(32E/LEFT) -> P112(36B/LEFT) -> P218(27A/LEFT) -> P215(20A/LEFT) -> P17(21G/LEFT) -> P340(31B/LEFT) -> P124(22A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 145 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 29 Total blocked ticks: 75780 Total stationary ticks: 301164 Seat-event requests: 2361 Failed seat-event starts: 2055 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 66 Critical blocker identity: P66->11G(LEFT) Direct fan-out: 1 Total indirect descendants: 10 Critical tree size including blocker: 11 Critical tree depth: 11 Frozen internal components: 5 Terminal WAITING_FOR_SEAT_EVENT nodes: 5 Unresolved internal passengers: 34 Unresolved outside passengers: 13 Unresolved internal passengers outside critical tree: 23 Critical blocker tree: P66(11G/LEFT/WAITING_FOR_SEAT_EVENT) P27(19D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P286(22B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P102(16B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P15(33C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P25(30A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P235(34D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P249(35A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P315(34F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P28(16E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P310(28C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 2022 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 12|13|14 Critical blocker unavailable yield tiles: 12|13|14 Critical blocker yield-tile occupants: 145|265|49 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 2 Waiting-row passengers with multiple blockers: 3 Yield-tile occupied failures: 2022 Rear-boundary failures: 33 Middle-bank reservation failures: 2 Active-event deferrals: 993 Simultaneous arbitration losses: 4 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 3 Trace length: 11 Yield-occupant trace: yieldOccupant[145]: P145(21B/LEFT/MOVING_IN_AISLE@tile12) -> P265(22D/LEFT/MOVING_IN_AISLE@tile13) -> P49(16A/LEFT/MOVING_IN_AISLE@tile14) -> P73(36C/LEFT/MOVING_IN_AISLE@tile15) -> P23(32E/LEFT/MOVING_IN_AISLE@tile16) -> P112(36B/LEFT/MOVING_IN_AISLE@tile17) -> P218(27A/LEFT/MOVING_IN_AISLE@tile18) -> P215(20A/LEFT/MOVING_IN_AISLE@tile19) -> P17(21G/LEFT/MOVING_IN_AISLE@tile20) -> P340(31B/LEFT/MOVING_IN_AISLE@tile21) -> P124(22A/LEFT/WAITING_AT_ROW@tile22) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[265]: P265(22D/LEFT/MOVING_IN_AISLE@tile13) -> P49(16A/LEFT/MOVING_IN_AISLE@tile14) -> P73(36C/LEFT/MOVING_IN_AISLE@tile15) -> P23(32E/LEFT/MOVING_IN_AISLE@tile16) -> P112(36B/LEFT/MOVING_IN_AISLE@tile17) -> P218(27A/LEFT/MOVING_IN_AISLE@tile18) -> P215(20A/LEFT/MOVING_IN_AISLE@tile19) -> P17(21G/LEFT/MOVING_IN_AISLE@tile20) -> P340(31B/LEFT/MOVING_IN_AISLE@tile21) -> P124(22A/LEFT/WAITING_AT_ROW@tile22) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[49]: P49(16A/LEFT/MOVING_IN_AISLE@tile14) -> P73(36C/LEFT/MOVING_IN_AISLE@tile15) -> P23(32E/LEFT/MOVING_IN_AISLE@tile16) -> P112(36B/LEFT/MOVING_IN_AISLE@tile17) -> P218(27A/LEFT/MOVING_IN_AISLE@tile18) -> P215(20A/LEFT/MOVING_IN_AISLE@tile19) -> P17(21G/LEFT/MOVING_IN_AISLE@tile20) -> P340(31B/LEFT/MOVING_IN_AISLE@tile21) -> P124(22A/LEFT/WAITING_AT_ROW@tile22) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P124->22A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P145{seat=21B,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=12,directBlocker=265,lastMoveTick=864,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P265{seat=22D,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=13,directBlocker=49,lastMoveTick=863,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P49{seat=16A,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=14,directBlocker=73,lastMoveTick=855,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 12|13|14 Current unavailable yield tiles: 12|13|14 Current yield-tile occupants: 145|265|49 Final row-event chain: 66|145|265|49|73|23|112|218|215|17|340|124 Final row-event chain length: 12 Distinct row events in chain: 12 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 5 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2366\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 2085\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 23 | standardDataset=306/353 (86.69%) | finalTwoRowRiskDispersionDataset=306/353 (86.69%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | finalTwoRowRiskDispersionFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 38 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I ============================================================ Date/Time: 2026-07-17 01:40:12 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 3783790101901 Scenario number: 24 Scenario seed: -1221455956839341291 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.78% Blocker-prone seat share (topology component): 60.23% Aisle-assignment balance: 96.49% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2766 Passengers seated: 267/342 Average waiting ticks: 790.87 Longest waiting passenger: P10->34E(RIGHT) Longest waiting ticks: 2766 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 31 Cluster candidates evaluated: 32 Executable cluster candidates: 1 Rejected cluster candidates: 31 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 32 Selected release potential total: 3 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 2259 Regions dissolved: 1 Repeated reconstructions avoided: 2259 Largest region lifetime: 2237 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2237:occupied=29 Confirmation deferral ticks: 3 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 2115 State changes reopening evaluation: 30 Region priority competitions: 2 Regions ranked: 4 Hierarchical selections: 2 Lower-priority evaluations deferred: 0 Highest selected priority score: 32010 Left/right priority wins: 0/2 Priority ties: 0 Last priority decision: LEFT:R2:score=2210 | RIGHT:R1:score=32010 | selected=RIGHT LEFT AISLE ---------- Total moves: 3110 Maximum occupied tiles: 14 Seat events: 177 Single-blocker events: 48 Multiple-blocker events: 24 Temporary aisle reoccupations: 100 RIGHT AISLE ----------- Total moves: 1980 Maximum occupied tiles: 34 Seat events: 90 Single-blocker events: 21 Multiple-blocker events: 2 Temporary aisle reoccupations: 25 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 213 Reservations granted: 212 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 41 Remaining moving in aisle: 31 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 67312 Longest unresolved passenger ID: 10 Longest unresolved row: 34 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 27 Longest dependency chain: P297(13F/RIGHT) -> P101(8I/RIGHT) -> P236(17H/RIGHT) -> P164(26I/RIGHT) -> P12(9I/RIGHT) -> P267(34J/RIGHT) -> P106(33D/RIGHT) -> P125(16E/RIGHT) -> P59(16J/RIGHT) -> P254(21G/RIGHT) -> P143(31J/RIGHT) -> P105(19G/RIGHT) -> P177(19I/RIGHT) -> P135(30H/RIGHT) -> P184(29H/RIGHT) -> P185(26G/RIGHT) -> P216(32D/RIGHT) -> P14(23H/RIGHT) -> P46(26D/RIGHT) -> P108(25G/RIGHT) -> P332(34F/RIGHT) -> P113(27J/RIGHT) -> P307(29I/RIGHT) -> P6(32I/RIGHT) -> P147(31F/RIGHT) -> P5(35D/RIGHT) -> P329(30E/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 297 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 31 Total blocked ticks: 80296 Total stationary ticks: 342172 Seat-event requests: 2455 Failed seat-event starts: 2188 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 329 Critical blocker identity: P329->30E(RIGHT) Direct fan-out: 1 Total indirect descendants: 26 Critical tree size including blocker: 27 Critical tree depth: 27 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 34 Unresolved outside passengers: 41 Unresolved internal passengers outside critical tree: 7 Critical blocker tree: P329(30E/RIGHT/WAITING_FOR_SEAT_EVENT) P5(35D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P147(31F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P6(32I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P307(29I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P113(27J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P332(34F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P108(25G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P46(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P14(23H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P216(32D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P185(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P184(29H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P135(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P177(19I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P105(19G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P143(31J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P254(21G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P59(16J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P125(16E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P106(33D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P267(34J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P12(9I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P164(26I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P236(17H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P101(8I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P297(13F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 2161 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 31|32 Critical blocker unavailable yield tiles: 32 Critical blocker yield-tile occupants: 96 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 2161 Rear-boundary failures: 27 Middle-bank reservation failures: 1 Active-event deferrals: 730 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 5 Yield-occupant trace: yieldOccupant[96]: P96(36H/RIGHT/MOVING_IN_AISLE@tile32) -> P227(34I/RIGHT/MOVING_IN_AISLE@tile33) -> P262(35J/RIGHT/MOVING_IN_AISLE@tile34) -> P132(36E/RIGHT/MOVING_IN_AISLE@tile35) -> P336(36F/RIGHT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P336->36F(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P96{seat=36H,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=32,directBlocker=227,lastMoveTick=519,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 31|32 Current unavailable yield tiles: 32 Current yield-tile occupants: 96 Final row-event chain: 329|96|227|262|132|336 Final row-event chain length: 6 Distinct row events in chain: 6 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2455\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 5\nSubstituted events started: 4\nOccupied-space rejections: 2175\nMaximum scheduling-chain depth: 3\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 38 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I ============================================================ Date/Time: 2026-07-17 01:40:12 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 3783790101901 Scenario number: 24 Scenario seed: -1221455956839341291 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.78% Blocker-prone seat share (topology component): 60.23% Aisle-assignment balance: 96.49% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2766 Passengers seated: 267/342 Average waiting ticks: 790.87 Longest waiting passenger: P10->34E(RIGHT) Longest waiting ticks: 2766 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 31 Cluster candidates evaluated: 32 Executable cluster candidates: 1 Rejected cluster candidates: 31 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 32 Selected release potential total: 3 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 2259 Regions dissolved: 1 Repeated reconstructions avoided: 2259 Largest region lifetime: 2237 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2237:occupied=29 Confirmation deferral ticks: 3 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 2115 State changes reopening evaluation: 30 Region priority competitions: 2 Regions ranked: 4 Hierarchical selections: 2 Lower-priority evaluations deferred: 0 Highest selected priority score: 32010 Left/right priority wins: 0/2 Priority ties: 0 Last priority decision: LEFT:R2:score=2210 | RIGHT:R1:score=32010 | selected=RIGHT LEFT AISLE ---------- Total moves: 3110 Maximum occupied tiles: 14 Seat events: 177 Single-blocker events: 48 Multiple-blocker events: 24 Temporary aisle reoccupations: 100 RIGHT AISLE ----------- Total moves: 1980 Maximum occupied tiles: 34 Seat events: 90 Single-blocker events: 21 Multiple-blocker events: 2 Temporary aisle reoccupations: 25 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 213 Reservations granted: 212 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 41 Remaining moving in aisle: 31 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 67312 Longest unresolved passenger ID: 10 Longest unresolved row: 34 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 27 Longest dependency chain: P297(13F/RIGHT) -> P101(8I/RIGHT) -> P236(17H/RIGHT) -> P164(26I/RIGHT) -> P12(9I/RIGHT) -> P267(34J/RIGHT) -> P106(33D/RIGHT) -> P125(16E/RIGHT) -> P59(16J/RIGHT) -> P254(21G/RIGHT) -> P143(31J/RIGHT) -> P105(19G/RIGHT) -> P177(19I/RIGHT) -> P135(30H/RIGHT) -> P184(29H/RIGHT) -> P185(26G/RIGHT) -> P216(32D/RIGHT) -> P14(23H/RIGHT) -> P46(26D/RIGHT) -> P108(25G/RIGHT) -> P332(34F/RIGHT) -> P113(27J/RIGHT) -> P307(29I/RIGHT) -> P6(32I/RIGHT) -> P147(31F/RIGHT) -> P5(35D/RIGHT) -> P329(30E/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 297 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 31 Total blocked ticks: 80296 Total stationary ticks: 342172 Seat-event requests: 2455 Failed seat-event starts: 2188 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 329 Critical blocker identity: P329->30E(RIGHT) Direct fan-out: 1 Total indirect descendants: 26 Critical tree size including blocker: 27 Critical tree depth: 27 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 34 Unresolved outside passengers: 41 Unresolved internal passengers outside critical tree: 7 Critical blocker tree: P329(30E/RIGHT/WAITING_FOR_SEAT_EVENT) P5(35D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P147(31F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P6(32I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P307(29I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P113(27J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P332(34F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P108(25G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P46(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P14(23H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P216(32D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P185(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P184(29H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P135(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P177(19I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P105(19G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P143(31J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P254(21G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P59(16J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P125(16E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P106(33D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P267(34J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P12(9I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P164(26I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P236(17H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P101(8I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P297(13F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 2161 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 31|32 Critical blocker unavailable yield tiles: 32 Critical blocker yield-tile occupants: 96 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 2161 Rear-boundary failures: 27 Middle-bank reservation failures: 1 Active-event deferrals: 730 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 5 Yield-occupant trace: yieldOccupant[96]: P96(36H/RIGHT/MOVING_IN_AISLE@tile32) -> P227(34I/RIGHT/MOVING_IN_AISLE@tile33) -> P262(35J/RIGHT/MOVING_IN_AISLE@tile34) -> P132(36E/RIGHT/MOVING_IN_AISLE@tile35) -> P336(36F/RIGHT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P336->36F(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P96{seat=36H,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=32,directBlocker=227,lastMoveTick=519,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 31|32 Current unavailable yield tiles: 32 Current yield-tile occupants: 96 Final row-event chain: 329|96|227|262|132|336 Final row-event chain length: 6 Distinct row events in chain: 6 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2455\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 5\nSubstituted events started: 4\nOccupied-space rejections: 2175\nMaximum scheduling-chain depth: 3\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 24 | standardDataset=267/342 (78.07%) | finalTwoRowRiskDispersionDataset=267/342 (78.07%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | finalTwoRowRiskDispersionFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 38 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I ============================================================ Date/Time: 2026-07-17 01:40:12 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 3783790101901 Scenario number: 25 Scenario seed: 1638712341093062793 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.75% Blocker-prone seat share (topology component): 65.69% Aisle-assignment balance: 99.27% OUTCOME ------- Status: SUCCESS Completed ticks: 975 Passengers seated: 274/274 Average waiting ticks: 449.69 Longest waiting passenger: P120->12C(LEFT) Longest waiting ticks: 920 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2058 Maximum occupied tiles: 12 Seat events: 136 Single-blocker events: 43 Multiple-blocker events: 16 Temporary aisle reoccupations: 75 RIGHT AISLE ----------- Total moves: 2190 Maximum occupied tiles: 12 Seat events: 138 Single-blocker events: 41 Multiple-blocker events: 11 Temporary aisle reoccupations: 63 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 95 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5286 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6540 Total stationary ticks: 127652 Seat-event requests: 286 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 615 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 615 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 290\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 38 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I ============================================================ Date/Time: 2026-07-17 01:40:12 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 3783790101901 Scenario number: 25 Scenario seed: 1638712341093062793 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.75% Blocker-prone seat share (topology component): 65.69% Aisle-assignment balance: 99.27% OUTCOME ------- Status: SUCCESS Completed ticks: 975 Passengers seated: 274/274 Average waiting ticks: 449.69 Longest waiting passenger: P120->12C(LEFT) Longest waiting ticks: 920 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2058 Maximum occupied tiles: 12 Seat events: 136 Single-blocker events: 43 Multiple-blocker events: 16 Temporary aisle reoccupations: 75 RIGHT AISLE ----------- Total moves: 2190 Maximum occupied tiles: 12 Seat events: 138 Single-blocker events: 41 Multiple-blocker events: 11 Temporary aisle reoccupations: 63 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 95 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5286 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6540 Total stationary ticks: 127652 Seat-event requests: 286 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 615 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 615 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 290\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 25 | standardDataset=274/274 (100.00%) | finalTwoRowRiskDispersionDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 38 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I ============================================================ Date/Time: 2026-07-17 01:40:12 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 3783790101901 Scenario number: 26 Scenario seed: -532819596257537352 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 29.13% Blocker-prone seat share (topology component): 64.78% Aisle-assignment balance: 94.78% OUTCOME ------- Status: SUCCESS Completed ticks: 855 Passengers seated: 230/230 Average waiting ticks: 377.99 Longest waiting passenger: P74->4G(RIGHT) Longest waiting ticks: 812 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1765 Maximum occupied tiles: 12 Seat events: 109 Single-blocker events: 28 Multiple-blocker events: 7 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1868 Maximum occupied tiles: 12 Seat events: 121 Single-blocker events: 32 Multiple-blocker events: 11 Temporary aisle reoccupations: 54 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 78 Reservations granted: 73 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4537 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5439 Total stationary ticks: 90735 Seat-event requests: 234 Failed seat-event starts: 4 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 453 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 4 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 453 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 239\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 38 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I ============================================================ Date/Time: 2026-07-17 01:40:12 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 3783790101901 Scenario number: 26 Scenario seed: -532819596257537352 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 29.13% Blocker-prone seat share (topology component): 64.78% Aisle-assignment balance: 94.78% OUTCOME ------- Status: SUCCESS Completed ticks: 855 Passengers seated: 230/230 Average waiting ticks: 377.97 Longest waiting passenger: P74->4G(RIGHT) Longest waiting ticks: 812 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1765 Maximum occupied tiles: 12 Seat events: 109 Single-blocker events: 28 Multiple-blocker events: 7 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1868 Maximum occupied tiles: 12 Seat events: 121 Single-blocker events: 32 Multiple-blocker events: 11 Temporary aisle reoccupations: 54 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 78 Reservations granted: 73 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4545 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5457 Total stationary ticks: 90742 Seat-event requests: 234 Failed seat-event starts: 4 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 457 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 4 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 457 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 239\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 26 | standardDataset=230/230 (100.00%) | finalTwoRowRiskDispersionDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 38 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I ============================================================ Date/Time: 2026-07-17 01:40:12 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 3783790101901 Scenario number: 27 Scenario seed: 4698760146810016372 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 245 Occupancy: 85% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.61% Blocker-prone seat share (topology component): 65.31% Aisle-assignment balance: 88.98% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2439 Passengers seated: 241/245 Average waiting ticks: 415.87 Longest waiting passenger: P76->32I(RIGHT) Longest waiting ticks: 2373 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 6 Cluster candidates evaluated: 5 Executable cluster candidates: 3 Rejected cluster candidates: 2 Cluster selections: 3 Cluster-selected events started: 3 Largest detected cluster: 6 Selected release potential total: 10 Last cluster decision: RIGHT:region=R4:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 1543 Regions dissolved: 3 Repeated reconstructions avoided: 1543 Largest region lifetime: 1499 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R4:age=1499:occupied=4 Confirmation deferral ticks: 7 Regions reaching confirmation: 4 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1495 State changes reopening evaluation: 3 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1544 Maximum occupied tiles: 11 Seat events: 109 Single-blocker events: 29 Multiple-blocker events: 6 Temporary aisle reoccupations: 41 RIGHT AISLE ----------- Total moves: 2234 Maximum occupied tiles: 13 Seat events: 132 Single-blocker events: 44 Multiple-blocker events: 5 Temporary aisle reoccupations: 54 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1593 Reservations granted: 1593 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 2 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4939 Longest unresolved passenger ID: 220 Longest unresolved row: 32 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P49(30D/RIGHT) -> P89(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 49 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 2 Total blocked ticks: 12213 Total stationary ticks: 109207 Seat-event requests: 1779 Failed seat-event starts: 1538 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 76 Critical blocker identity: P76->32I(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 4 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P76(32I/RIGHT/WAITING_FOR_SEAT_EVENT) P220(32G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1516 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 1 Critical blocker required yield tiles: 33 Critical blocker unavailable yield tiles: 33 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1516 Rear-boundary failures: 22 Middle-bank reservation failures: 0 Active-event deferrals: 577 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 1 Current required yield tiles: 33 Current unavailable yield tiles: 33 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1776\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 4\nOccupied-space rejections: 1520\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 38 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I ============================================================ Date/Time: 2026-07-17 01:40:12 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 3783790101901 Scenario number: 27 Scenario seed: 4698760146810016372 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 245 Occupancy: 85% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.61% Blocker-prone seat share (topology component): 65.31% Aisle-assignment balance: 88.98% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2439 Passengers seated: 241/245 Average waiting ticks: 415.89 Longest waiting passenger: P76->32I(RIGHT) Longest waiting ticks: 2373 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 6 Cluster candidates evaluated: 5 Executable cluster candidates: 3 Rejected cluster candidates: 2 Cluster selections: 3 Cluster-selected events started: 3 Largest detected cluster: 6 Selected release potential total: 10 Last cluster decision: RIGHT:region=R4:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 1543 Regions dissolved: 3 Repeated reconstructions avoided: 1543 Largest region lifetime: 1499 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R4:age=1499:occupied=4 Confirmation deferral ticks: 7 Regions reaching confirmation: 4 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1495 State changes reopening evaluation: 3 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1544 Maximum occupied tiles: 11 Seat events: 109 Single-blocker events: 29 Multiple-blocker events: 6 Temporary aisle reoccupations: 41 RIGHT AISLE ----------- Total moves: 2234 Maximum occupied tiles: 13 Seat events: 132 Single-blocker events: 44 Multiple-blocker events: 5 Temporary aisle reoccupations: 54 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1593 Reservations granted: 1593 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 2 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4939 Longest unresolved passenger ID: 220 Longest unresolved row: 32 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P49(30D/RIGHT) -> P89(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 49 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 2 Total blocked ticks: 12205 Total stationary ticks: 109205 Seat-event requests: 1779 Failed seat-event starts: 1538 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 76 Critical blocker identity: P76->32I(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 4 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P76(32I/RIGHT/WAITING_FOR_SEAT_EVENT) P220(32G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1516 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 1 Critical blocker required yield tiles: 33 Critical blocker unavailable yield tiles: 33 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1516 Rear-boundary failures: 22 Middle-bank reservation failures: 0 Active-event deferrals: 577 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 1 Current required yield tiles: 33 Current unavailable yield tiles: 33 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1776\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 4\nOccupied-space rejections: 1520\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 27 | standardDataset=241/245 (98.37%) | finalTwoRowRiskDispersionDataset=241/245 (98.37%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=4 | clusterSelections=3 | clusterStarts=3 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=REAR_BOUNDARY_LOCK | finalTwoRowRiskDispersionFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 38 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I ============================================================ Date/Time: 2026-07-17 01:40:12 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 3783790101901 Scenario number: 28 Scenario seed: 6756367634020002859 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 59.49% Aisle-assignment balance: 98.58% OUTCOME ------- Status: SUCCESS Completed ticks: 1254 Passengers seated: 353/353 Average waiting ticks: 583.18 Longest waiting passenger: P289->8D(LEFT) Longest waiting ticks: 1185 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3116 Maximum occupied tiles: 18 Seat events: 179 Single-blocker events: 54 Multiple-blocker events: 20 Temporary aisle reoccupations: 96 RIGHT AISLE ----------- Total moves: 3059 Maximum occupied tiles: 13 Seat events: 174 Single-blocker events: 37 Multiple-blocker events: 25 Temporary aisle reoccupations: 91 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 149 Reservations granted: 145 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7727 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9608 Total stationary ticks: 212567 Seat-event requests: 366 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 942 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 942 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 370\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 38 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I ============================================================ Date/Time: 2026-07-17 01:40:12 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 3783790101901 Scenario number: 28 Scenario seed: 6756367634020002859 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 59.49% Aisle-assignment balance: 98.58% OUTCOME ------- Status: SUCCESS Completed ticks: 1254 Passengers seated: 353/353 Average waiting ticks: 583.18 Longest waiting passenger: P289->8D(LEFT) Longest waiting ticks: 1185 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3116 Maximum occupied tiles: 18 Seat events: 179 Single-blocker events: 54 Multiple-blocker events: 20 Temporary aisle reoccupations: 96 RIGHT AISLE ----------- Total moves: 3059 Maximum occupied tiles: 13 Seat events: 174 Single-blocker events: 37 Multiple-blocker events: 25 Temporary aisle reoccupations: 91 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 149 Reservations granted: 145 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7727 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9608 Total stationary ticks: 212567 Seat-event requests: 366 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 942 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 942 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 370\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 28 | standardDataset=353/353 (100.00%) | finalTwoRowRiskDispersionDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 38 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I ============================================================ Date/Time: 2026-07-17 01:40:12 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 3783790101901 Scenario number: 29 Scenario seed: -3322513429292929168 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 97.02% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2346 Passengers seated: 229/235 Average waiting ticks: 392.09 Longest waiting passenger: P162->30F(LEFT) Longest waiting ticks: 2278 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 6 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 7 Selected release potential total: 8 Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1746 Regions dissolved: 2 Repeated reconstructions avoided: 1746 Largest region lifetime: 1709 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1709:occupied=6 Confirmation deferral ticks: 6 Regions reaching confirmation: 3 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1605 State changes reopening evaluation: 4 Region priority competitions: 3 Regions ranked: 6 Hierarchical selections: 3 Lower-priority evaluations deferred: 1 Highest selected priority score: 6614 Left/right priority wins: 1/2 Priority ties: 0 Last priority decision: LEFT:R2:score=5543 | RIGHT:R3:score=2210 | selected=LEFT LEFT AISLE ---------- Total moves: 1651 Maximum occupied tiles: 15 Seat events: 108 Single-blocker events: 27 Multiple-blocker events: 9 Temporary aisle reoccupations: 50 RIGHT AISLE ----------- Total moves: 1729 Maximum occupied tiles: 13 Seat events: 121 Single-blocker events: 30 Multiple-blocker events: 10 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1752 Reservations granted: 1748 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 5 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 8840 Longest unresolved passenger ID: 191 Longest unresolved row: 30 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 6 Longest dependency chain: P120(28D/LEFT) -> P23(28B/LEFT) -> P1(30C/LEFT) -> P182(30B/LEFT) -> P191(30A/LEFT) -> P162(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 120 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 5 Total blocked ticks: 15467 Total stationary ticks: 104008 Seat-event requests: 1867 Failed seat-event starts: 1638 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 162 Critical blocker identity: P162->30F(LEFT) Direct fan-out: 1 Total indirect descendants: 5 Critical tree size including blocker: 6 Critical tree depth: 6 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 6 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P162(30F/LEFT/WAITING_FOR_SEAT_EVENT) P191(30A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P182(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P1(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P23(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P120(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1624 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 31|32 Critical blocker unavailable yield tiles: 31|32 Critical blocker yield-tile occupants: -1|-1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 14 Rear-boundary failures: 1624 Middle-bank reservation failures: 4 Active-event deferrals: 703 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 31|32 Current unavailable yield tiles: 31|32 Current yield-tile occupants: -1|-1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1869\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 5\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 38 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I ============================================================ Date/Time: 2026-07-17 01:40:12 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 3783790101901 Scenario number: 29 Scenario seed: -3322513429292929168 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 847 Passengers seated: 235/235 Average waiting ticks: 386.76 Longest waiting passenger: P216->9F(RIGHT) Longest waiting ticks: 826 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 4 Largest detected cluster: 7 Selected release potential total: 8 Last cluster decision: RIGHT:tiles12-18:occupied=6:anchor=P151:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 38 Regions dissolved: 2 Repeated reconstructions avoided: 38 Largest region lifetime: 31 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=31 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1662 Maximum occupied tiles: 13 Seat events: 114 Single-blocker events: 27 Multiple-blocker events: 11 Temporary aisle reoccupations: 54 RIGHT AISLE ----------- Total moves: 1729 Maximum occupied tiles: 13 Seat events: 121 Single-blocker events: 31 Multiple-blocker events: 9 Temporary aisle reoccupations: 50 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 132 Reservations granted: 127 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4263 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5478 Total stationary ticks: 94465 Seat-event requests: 249 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 622 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 622 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 252\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 6\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 29 | standardDataset=229/235 (97.45%) | finalTwoRowRiskDispersionDataset=235/235 (100.00%) | seatedDelta=+6 | completionDelta=+2.55% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=2 | clusterStarts=4 | convertedToSuccess=true | finalTwoRowRiskDispersionWorse=false | standardFamily=REAR_BOUNDARY_LOCK | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 38 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I ============================================================ Date/Time: 2026-07-17 01:40:12 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 3783790101901 Scenario number: 30 Scenario seed: -2961275308435377603 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 245 Occupancy: 85% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.24% Blocker-prone seat share (topology component): 67.35% Aisle-assignment balance: 97.96% OUTCOME ------- Status: SUCCESS Completed ticks: 916 Passengers seated: 245/245 Average waiting ticks: 409.66 Longest waiting passenger: P117->28H(RIGHT) Longest waiting ticks: 849 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1825 Maximum occupied tiles: 11 Seat events: 120 Single-blocker events: 32 Multiple-blocker events: 9 Temporary aisle reoccupations: 50 RIGHT AISLE ----------- Total moves: 2019 Maximum occupied tiles: 12 Seat events: 125 Single-blocker events: 32 Multiple-blocker events: 10 Temporary aisle reoccupations: 52 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 87 Reservations granted: 84 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4349 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5416 Total stationary ticks: 103885 Seat-event requests: 249 Failed seat-event starts: 4 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 594 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 4 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 594 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 252\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 38 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I ============================================================ Date/Time: 2026-07-17 01:40:12 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 3783790101901 Scenario number: 30 Scenario seed: -2961275308435377603 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 245 Occupancy: 85% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 32.24% Blocker-prone seat share (topology component): 67.35% Aisle-assignment balance: 97.96% OUTCOME ------- Status: SUCCESS Completed ticks: 916 Passengers seated: 245/245 Average waiting ticks: 410.09 Longest waiting passenger: P117->28H(RIGHT) Longest waiting ticks: 849 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1825 Maximum occupied tiles: 10 Seat events: 120 Single-blocker events: 32 Multiple-blocker events: 9 Temporary aisle reoccupations: 50 RIGHT AISLE ----------- Total moves: 2019 Maximum occupied tiles: 13 Seat events: 125 Single-blocker events: 32 Multiple-blocker events: 10 Temporary aisle reoccupations: 52 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 85 Reservations granted: 84 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4323 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5388 Total stationary ticks: 103955 Seat-event requests: 249 Failed seat-event starts: 4 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 609 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 4 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 609 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 30 | standardDataset=245/245 (100.00%) | finalTwoRowRiskDispersionDataset=245/245 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ************************************************************ BATCH EXPERIMENT SUMMARY RESEARCH EXPERIMENT 38 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I ************************************************************ Experiment seed: 3783790101901 Scenarios executed: 60 Successful completions: 39 Incomplete/MAX_TICKS: 21 Average completed ticks: 1490.48 Average waiting ticks: 461.33 ************************************************************ ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 39 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 01:47:03 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 4783790101901 Scenario number: 1 Scenario seed: -3294410866821657122 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.87% Blocker-prone seat share (topology component): 65.65% Aisle-assignment balance: 93.04% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2385 Passengers seated: 228/230 Average waiting ticks: 395.59 Longest waiting passenger: P208->31B(LEFT) Longest waiting ticks: 2329 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1652 Maximum occupied tiles: 10 Seat events: 105 Single-blocker events: 25 Multiple-blocker events: 9 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1852 Maximum occupied tiles: 10 Seat events: 123 Single-blocker events: 37 Multiple-blocker events: 7 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 82 Reservations granted: 81 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4078 Longest unresolved passenger ID: 215 Longest unresolved row: 32 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 1 Longest dependency chain: P208(31B/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 208 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8283 Total stationary ticks: 94336 Seat-event requests: 1862 Failed seat-event starts: 1634 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 208 Critical blocker identity: P208->31B(LEFT) Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 1 Critical tree depth: 1 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P208(31B/LEFT/WAITING_FOR_SEAT_EVENT) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1633 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 32 Critical blocker unavailable yield tiles: 32 Critical blocker yield-tile occupants: 215 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 2 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1633 Rear-boundary failures: 1 Middle-bank reservation failures: 1 Active-event deferrals: 492 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[215]: P215(32A/LEFT/WAITING_AT_ROW@tile32) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P215->32A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P215{seat=32A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=32,directBlocker=-1,lastMoveTick=751,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 32 Current unavailable yield tiles: 32 Current yield-tile occupants: 215 Final row-event chain: 208|215 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1863\nPrecedence substitutions made: 0\nDependency chains followed: 1628\nBlocked by waiting-row occupant: 1628\nSubstituted events started: 0\nOccupied-space rejections: 1633\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 39 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 01:47:03 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 4783790101901 Scenario number: 1 Scenario seed: -3294410866821657122 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.87% Blocker-prone seat share (topology component): 65.65% Aisle-assignment balance: 93.04% OUTCOME ------- Status: SUCCESS Completed ticks: 885 Passengers seated: 230/230 Average waiting ticks: 381.44 Longest waiting passenger: P85->29I(RIGHT) Longest waiting ticks: 826 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1652 Maximum occupied tiles: 10 Seat events: 107 Single-blocker events: 27 Multiple-blocker events: 9 Temporary aisle reoccupations: 45 RIGHT AISLE ----------- Total moves: 1852 Maximum occupied tiles: 10 Seat events: 123 Single-blocker events: 37 Multiple-blocker events: 7 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 82 Reservations granted: 81 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4093 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5034 Total stationary ticks: 91087 Seat-event requests: 235 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 487 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 487 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 236\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 01 | standardDataset=228/230 (99.13%) | finalTwoRowRiskDispersionDataset=230/230 (100.00%) | seatedDelta=+2 | completionDelta=+0.87% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=true | finalTwoRowRiskDispersionWorse=false | standardFamily=LINKED_ROW_EVENT_CHAIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 39 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 01:47:03 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 4783790101901 Scenario number: 2 Scenario seed: -2472508544781366963 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.16% OUTCOME ------- Status: SUCCESS Completed ticks: 1027 Passengers seated: 282/282 Average waiting ticks: 460.30 Longest waiting passenger: P165->28I(RIGHT) Longest waiting ticks: 962 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: LEFT:tiles26-28:occupied=3:anchor=P265:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 15 Regions dissolved: 1 Repeated reconstructions avoided: 15 Largest region lifetime: 16 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=16 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2006 Maximum occupied tiles: 12 Seat events: 137 Single-blocker events: 30 Multiple-blocker events: 16 Temporary aisle reoccupations: 62 RIGHT AISLE ----------- Total moves: 2355 Maximum occupied tiles: 14 Seat events: 145 Single-blocker events: 42 Multiple-blocker events: 14 Temporary aisle reoccupations: 70 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 96 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5758 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6956 Total stationary ticks: 134651 Seat-event requests: 294 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 603 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 603 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 293\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 39 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 01:47:03 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 4783790101901 Scenario number: 2 Scenario seed: -2472508544781366963 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.16% OUTCOME ------- Status: SUCCESS Completed ticks: 1027 Passengers seated: 282/282 Average waiting ticks: 460.30 Longest waiting passenger: P165->28I(RIGHT) Longest waiting ticks: 962 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: LEFT:tiles26-28:occupied=3:anchor=P265:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 15 Regions dissolved: 1 Repeated reconstructions avoided: 15 Largest region lifetime: 16 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=16 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2006 Maximum occupied tiles: 12 Seat events: 137 Single-blocker events: 30 Multiple-blocker events: 16 Temporary aisle reoccupations: 62 RIGHT AISLE ----------- Total moves: 2355 Maximum occupied tiles: 14 Seat events: 145 Single-blocker events: 42 Multiple-blocker events: 14 Temporary aisle reoccupations: 70 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 96 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5758 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6956 Total stationary ticks: 134651 Seat-event requests: 294 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 603 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 603 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 293\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 02 | standardDataset=282/282 (100.00%) | finalTwoRowRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 39 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 01:47:03 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 4783790101901 Scenario number: 3 Scenario seed: -7748780945149552087 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.38% Blocker-prone seat share (topology component): 76.56% Aisle-assignment balance: 98.96% OUTCOME ------- Status: SUCCESS Completed ticks: 701 Passengers seated: 192/192 Average waiting ticks: 316.67 Longest waiting passenger: P39->19G(RIGHT) Longest waiting ticks: 671 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 7 Regions dissolved: 1 Repeated reconstructions avoided: 7 Largest region lifetime: 8 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=8 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1366 Maximum occupied tiles: 11 Seat events: 95 Single-blocker events: 23 Multiple-blocker events: 8 Temporary aisle reoccupations: 39 RIGHT AISLE ----------- Total moves: 1375 Maximum occupied tiles: 11 Seat events: 97 Single-blocker events: 20 Multiple-blocker events: 6 Temporary aisle reoccupations: 34 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 104 Reservations granted: 102 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3227 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4193 Total stationary ticks: 63456 Seat-event requests: 201 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 517 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 517 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 203\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 39 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 01:47:03 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 4783790101901 Scenario number: 3 Scenario seed: -7748780945149552087 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.38% Blocker-prone seat share (topology component): 76.56% Aisle-assignment balance: 98.96% OUTCOME ------- Status: SUCCESS Completed ticks: 701 Passengers seated: 192/192 Average waiting ticks: 316.67 Longest waiting passenger: P39->19G(RIGHT) Longest waiting ticks: 671 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 7 Regions dissolved: 1 Repeated reconstructions avoided: 7 Largest region lifetime: 8 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=8 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1366 Maximum occupied tiles: 11 Seat events: 95 Single-blocker events: 23 Multiple-blocker events: 8 Temporary aisle reoccupations: 39 RIGHT AISLE ----------- Total moves: 1375 Maximum occupied tiles: 11 Seat events: 97 Single-blocker events: 20 Multiple-blocker events: 6 Temporary aisle reoccupations: 34 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 104 Reservations granted: 102 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3227 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4193 Total stationary ticks: 63456 Seat-event requests: 201 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 517 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 517 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 203\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 03 | standardDataset=192/192 (100.00%) | finalTwoRowRiskDispersionDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 39 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 01:47:03 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 4783790101901 Scenario number: 4 Scenario seed: 2342791435952190363 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 288 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 29.17% Blocker-prone seat share (topology component): 60.07% Aisle-assignment balance: 94.44% OUTCOME ------- Status: SUCCESS Completed ticks: 1106 Passengers seated: 288/288 Average waiting ticks: 483.48 Longest waiting passenger: P263->30I(RIGHT) Longest waiting ticks: 1029 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles30-32:occupied=3:anchor=P108:selected=P230:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 10 Regions dissolved: 1 Repeated reconstructions avoided: 10 Largest region lifetime: 11 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=11 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2354 Maximum occupied tiles: 12 Seat events: 136 Single-blocker events: 37 Multiple-blocker events: 12 Temporary aisle reoccupations: 61 RIGHT AISLE ----------- Total moves: 2631 Maximum occupied tiles: 14 Seat events: 152 Single-blocker events: 43 Multiple-blocker events: 14 Temporary aisle reoccupations: 73 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 123 Reservations granted: 123 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6114 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7242 Total stationary ticks: 144402 Seat-event requests: 301 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 567 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 567 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 300\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 39 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 01:47:03 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 4783790101901 Scenario number: 4 Scenario seed: 2342791435952190363 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 288 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 29.17% Blocker-prone seat share (topology component): 60.07% Aisle-assignment balance: 94.44% OUTCOME ------- Status: SUCCESS Completed ticks: 1106 Passengers seated: 288/288 Average waiting ticks: 483.30 Longest waiting passenger: P263->30I(RIGHT) Longest waiting ticks: 1029 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles30-32:occupied=3:anchor=P108:selected=P230:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 10 Regions dissolved: 1 Repeated reconstructions avoided: 10 Largest region lifetime: 11 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=11 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2354 Maximum occupied tiles: 12 Seat events: 136 Single-blocker events: 37 Multiple-blocker events: 12 Temporary aisle reoccupations: 61 RIGHT AISLE ----------- Total moves: 2631 Maximum occupied tiles: 14 Seat events: 152 Single-blocker events: 43 Multiple-blocker events: 14 Temporary aisle reoccupations: 73 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 123 Reservations granted: 123 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6152 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7275 Total stationary ticks: 144396 Seat-event requests: 301 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 554 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 554 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 300\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 04 | standardDataset=288/288 (100.00%) | finalTwoRowRiskDispersionDataset=288/288 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 39 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 01:47:03 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 4783790101901 Scenario number: 5 Scenario seed: -3951281758709041473 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1018 Passengers seated: 282/282 Average waiting ticks: 464.90 Longest waiting passenger: P47->9D(LEFT) Longest waiting ticks: 970 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: LEFT:tiles16-19:occupied=3:anchor=P244:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 15 Regions dissolved: 1 Repeated reconstructions avoided: 15 Largest region lifetime: 16 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=16 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2201 Maximum occupied tiles: 12 Seat events: 144 Single-blocker events: 40 Multiple-blocker events: 14 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 2166 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 34 Multiple-blocker events: 16 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 96 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5128 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6433 Total stationary ticks: 135329 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 684 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 684 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 296\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 39 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 01:47:03 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 4783790101901 Scenario number: 5 Scenario seed: -3951281758709041473 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1019 Passengers seated: 282/282 Average waiting ticks: 464.88 Longest waiting passenger: P47->9D(LEFT) Longest waiting ticks: 971 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: LEFT:tiles16-19:occupied=3:anchor=P244:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 15 Regions dissolved: 1 Repeated reconstructions avoided: 15 Largest region lifetime: 16 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=16 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2201 Maximum occupied tiles: 12 Seat events: 144 Single-blocker events: 40 Multiple-blocker events: 14 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 2166 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 34 Multiple-blocker events: 16 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 96 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5148 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6461 Total stationary ticks: 135348 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 688 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 688 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 296\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 05 | standardDataset=282/282 (100.00%) | finalTwoRowRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 39 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 01:47:03 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 4783790101901 Scenario number: 6 Scenario seed: -8815745913179583711 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 245 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.20% Blocker-prone seat share (topology component): 66.12% Aisle-assignment balance: 97.14% OUTCOME ------- Status: SUCCESS Completed ticks: 882 Passengers seated: 245/245 Average waiting ticks: 402.88 Longest waiting passenger: P71->9G(RIGHT) Longest waiting ticks: 847 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1740 Maximum occupied tiles: 14 Seat events: 119 Single-blocker events: 26 Multiple-blocker events: 8 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 2029 Maximum occupied tiles: 13 Seat events: 126 Single-blocker events: 35 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 83 Reservations granted: 83 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4820 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5983 Total stationary ticks: 102843 Seat-event requests: 251 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 592 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 592 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 39 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 01:47:03 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 4783790101901 Scenario number: 6 Scenario seed: -8815745913179583711 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 245 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.20% Blocker-prone seat share (topology component): 66.12% Aisle-assignment balance: 97.14% OUTCOME ------- Status: SUCCESS Completed ticks: 882 Passengers seated: 245/245 Average waiting ticks: 402.93 Longest waiting passenger: P71->9G(RIGHT) Longest waiting ticks: 847 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1740 Maximum occupied tiles: 13 Seat events: 119 Single-blocker events: 26 Multiple-blocker events: 8 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 2029 Maximum occupied tiles: 13 Seat events: 126 Single-blocker events: 35 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 84 Reservations granted: 84 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4790 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5893 Total stationary ticks: 102790 Seat-event requests: 252 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 574 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 574 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 252\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 06 | standardDataset=245/245 (100.00%) | finalTwoRowRiskDispersionDataset=245/245 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 39 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 01:47:03 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 4783790101901 Scenario number: 7 Scenario seed: 672597866357756499 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.37% Blocker-prone seat share (topology component): 73.53% Aisle-assignment balance: 87.25% OUTCOME ------- Status: SUCCESS Completed ticks: 829 Passengers seated: 204/204 Average waiting ticks: 336.70 Longest waiting passenger: P193->30F(LEFT) Longest waiting ticks: 757 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 17 Regions dissolved: 1 Repeated reconstructions avoided: 17 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=18 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1701 Maximum occupied tiles: 11 Seat events: 115 Single-blocker events: 27 Multiple-blocker events: 11 Temporary aisle reoccupations: 54 RIGHT AISLE ----------- Total moves: 1296 Maximum occupied tiles: 13 Seat events: 89 Single-blocker events: 19 Multiple-blocker events: 4 Temporary aisle reoccupations: 27 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 107 Reservations granted: 107 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3852 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4824 Total stationary ticks: 72013 Seat-event requests: 210 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 445 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 445 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 210\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 39 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 01:47:03 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 4783790101901 Scenario number: 7 Scenario seed: 672597866357756499 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.37% Blocker-prone seat share (topology component): 73.53% Aisle-assignment balance: 87.25% OUTCOME ------- Status: SUCCESS Completed ticks: 829 Passengers seated: 204/204 Average waiting ticks: 336.70 Longest waiting passenger: P193->30F(LEFT) Longest waiting ticks: 757 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 17 Regions dissolved: 1 Repeated reconstructions avoided: 17 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=18 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1701 Maximum occupied tiles: 11 Seat events: 115 Single-blocker events: 27 Multiple-blocker events: 11 Temporary aisle reoccupations: 54 RIGHT AISLE ----------- Total moves: 1296 Maximum occupied tiles: 13 Seat events: 89 Single-blocker events: 19 Multiple-blocker events: 4 Temporary aisle reoccupations: 27 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 107 Reservations granted: 107 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3852 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4824 Total stationary ticks: 72013 Seat-event requests: 210 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 445 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 445 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 210\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 07 | standardDataset=204/204 (100.00%) | finalTwoRowRiskDispersionDataset=204/204 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 39 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 01:47:03 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 4783790101901 Scenario number: 8 Scenario seed: -2282944641081742799 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.25% Blocker-prone seat share (topology component): 73.44% Aisle-assignment balance: 95.83% OUTCOME ------- Status: SUCCESS Completed ticks: 725 Passengers seated: 192/192 Average waiting ticks: 312.57 Longest waiting passenger: P58->1D(RIGHT) Longest waiting ticks: 669 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 29 Regions dissolved: 2 Repeated reconstructions avoided: 29 Largest region lifetime: 20 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=20 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1307 Maximum occupied tiles: 10 Seat events: 92 Single-blocker events: 23 Multiple-blocker events: 8 Temporary aisle reoccupations: 40 RIGHT AISLE ----------- Total moves: 1457 Maximum occupied tiles: 12 Seat events: 100 Single-blocker events: 18 Multiple-blocker events: 13 Temporary aisle reoccupations: 48 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 113 Reservations granted: 112 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3415 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4189 Total stationary ticks: 62785 Seat-event requests: 207 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 389 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 389 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 207\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 39 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 01:47:03 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 4783790101901 Scenario number: 8 Scenario seed: -2282944641081742799 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 192 Occupancy: 80% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.25% Blocker-prone seat share (topology component): 73.44% Aisle-assignment balance: 95.83% OUTCOME ------- Status: SUCCESS Completed ticks: 725 Passengers seated: 192/192 Average waiting ticks: 312.58 Longest waiting passenger: P58->1D(RIGHT) Longest waiting ticks: 669 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 29 Regions dissolved: 2 Repeated reconstructions avoided: 29 Largest region lifetime: 20 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=20 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1307 Maximum occupied tiles: 10 Seat events: 92 Single-blocker events: 23 Multiple-blocker events: 8 Temporary aisle reoccupations: 40 RIGHT AISLE ----------- Total moves: 1457 Maximum occupied tiles: 12 Seat events: 100 Single-blocker events: 18 Multiple-blocker events: 13 Temporary aisle reoccupations: 48 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 118 Reservations granted: 113 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3420 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4208 Total stationary ticks: 62793 Seat-event requests: 208 Failed seat-event starts: 16 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 394 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 16 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 394 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 212\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 08 | standardDataset=192/192 (100.00%) | finalTwoRowRiskDispersionDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 39 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 01:47:04 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 4783790101901 Scenario number: 9 Scenario seed: -4623073505629217145 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.66% Blocker-prone seat share (topology component): 66.42% Aisle-assignment balance: 97.08% OUTCOME ------- Status: SUCCESS Completed ticks: 997 Passengers seated: 274/274 Average waiting ticks: 453.04 Longest waiting passenger: P151->6A(LEFT) Longest waiting ticks: 939 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2194 Maximum occupied tiles: 12 Seat events: 141 Single-blocker events: 38 Multiple-blocker events: 11 Temporary aisle reoccupations: 60 RIGHT AISLE ----------- Total moves: 2016 Maximum occupied tiles: 11 Seat events: 133 Single-blocker events: 35 Multiple-blocker events: 13 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 100 Reservations granted: 94 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 2 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5144 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6309 Total stationary ticks: 128369 Seat-event requests: 284 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 628 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 1 Middle-bank reservation failures: 6 Active-event deferrals: 628 Simultaneous arbitration losses: 2 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 39 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 01:47:04 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 4783790101901 Scenario number: 9 Scenario seed: -4623073505629217145 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.66% Blocker-prone seat share (topology component): 66.42% Aisle-assignment balance: 97.08% OUTCOME ------- Status: SUCCESS Completed ticks: 997 Passengers seated: 274/274 Average waiting ticks: 452.57 Longest waiting passenger: P151->6A(LEFT) Longest waiting ticks: 939 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2194 Maximum occupied tiles: 11 Seat events: 141 Single-blocker events: 38 Multiple-blocker events: 11 Temporary aisle reoccupations: 60 RIGHT AISLE ----------- Total moves: 2016 Maximum occupied tiles: 11 Seat events: 133 Single-blocker events: 35 Multiple-blocker events: 13 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 94 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5140 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6506 Total stationary ticks: 128370 Seat-event requests: 283 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 682 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 682 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 286\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 09 | standardDataset=274/274 (100.00%) | finalTwoRowRiskDispersionDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 39 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 01:47:04 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 4783790101901 Scenario number: 10 Scenario seed: 734030644226512999 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.70% Blocker-prone seat share (topology component): 59.88% Aisle-assignment balance: 95.68% OUTCOME ------- Status: SUCCESS Completed ticks: 1213 Passengers seated: 324/324 Average waiting ticks: 541.40 Longest waiting passenger: P8->36D(RIGHT) Longest waiting ticks: 1132 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 4 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 4 Largest detected cluster: 7 Selected release potential total: 9 Last cluster decision: RIGHT:tiles9-14:occupied=5:anchor=P310:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 64 Regions dissolved: 3 Repeated reconstructions avoided: 64 Largest region lifetime: 41 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=41 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2668 Maximum occupied tiles: 13 Seat events: 155 Single-blocker events: 44 Multiple-blocker events: 20 Temporary aisle reoccupations: 89 RIGHT AISLE ----------- Total moves: 3014 Maximum occupied tiles: 13 Seat events: 169 Single-blocker events: 40 Multiple-blocker events: 21 Temporary aisle reoccupations: 89 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 156 Reservations granted: 156 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7079 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8719 Total stationary ticks: 181486 Seat-event requests: 350 Failed seat-event starts: 26 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 808 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 26 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 808 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 348\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 8\nOccupied-space rejections: 30\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 39 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 01:47:04 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 4783790101901 Scenario number: 10 Scenario seed: 734030644226512999 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 324 Occupancy: 90% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 28.70% Blocker-prone seat share (topology component): 59.88% Aisle-assignment balance: 95.68% OUTCOME ------- Status: SUCCESS Completed ticks: 1213 Passengers seated: 324/324 Average waiting ticks: 541.40 Longest waiting passenger: P8->36D(RIGHT) Longest waiting ticks: 1132 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 4 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 4 Largest detected cluster: 7 Selected release potential total: 9 Last cluster decision: RIGHT:tiles9-14:occupied=5:anchor=P310:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 64 Regions dissolved: 3 Repeated reconstructions avoided: 64 Largest region lifetime: 41 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=41 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2668 Maximum occupied tiles: 13 Seat events: 155 Single-blocker events: 44 Multiple-blocker events: 20 Temporary aisle reoccupations: 89 RIGHT AISLE ----------- Total moves: 3014 Maximum occupied tiles: 13 Seat events: 169 Single-blocker events: 40 Multiple-blocker events: 21 Temporary aisle reoccupations: 89 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 156 Reservations granted: 156 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7079 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8719 Total stationary ticks: 181486 Seat-event requests: 350 Failed seat-event starts: 26 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 808 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 26 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 808 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 348\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 8\nOccupied-space rejections: 30\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 10 | standardDataset=324/324 (100.00%) | finalTwoRowRiskDispersionDataset=324/324 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=2 | clusterStarts=4 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 39 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 01:47:04 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 4783790101901 Scenario number: 11 Scenario seed: 2100593027417007675 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 98.58% OUTCOME ------- Status: SUCCESS Completed ticks: 1030 Passengers seated: 282/282 Average waiting ticks: 473.97 Longest waiting passenger: P229->3E(LEFT) Longest waiting ticks: 981 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles19-21:occupied=3:anchor=P160:selected=P207:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 13 Regions dissolved: 1 Repeated reconstructions avoided: 13 Largest region lifetime: 14 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=14 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2150 Maximum occupied tiles: 13 Seat events: 143 Single-blocker events: 39 Multiple-blocker events: 16 Temporary aisle reoccupations: 71 RIGHT AISLE ----------- Total moves: 2205 Maximum occupied tiles: 11 Seat events: 139 Single-blocker events: 29 Multiple-blocker events: 12 Temporary aisle reoccupations: 53 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 99 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5337 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6304 Total stationary ticks: 137974 Seat-event requests: 292 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 529 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 529 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 39 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 01:47:04 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 4783790101901 Scenario number: 11 Scenario seed: 2100593027417007675 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 98.58% OUTCOME ------- Status: SUCCESS Completed ticks: 1030 Passengers seated: 282/282 Average waiting ticks: 473.95 Longest waiting passenger: P229->3E(LEFT) Longest waiting ticks: 981 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles19-21:occupied=3:anchor=P160:selected=P207:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 13 Regions dissolved: 1 Repeated reconstructions avoided: 13 Largest region lifetime: 14 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=14 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2150 Maximum occupied tiles: 13 Seat events: 143 Single-blocker events: 39 Multiple-blocker events: 16 Temporary aisle reoccupations: 71 RIGHT AISLE ----------- Total moves: 2205 Maximum occupied tiles: 11 Seat events: 139 Single-blocker events: 29 Multiple-blocker events: 12 Temporary aisle reoccupations: 53 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 99 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5340 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6307 Total stationary ticks: 137974 Seat-event requests: 292 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 528 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 528 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 11 | standardDataset=282/282 (100.00%) | finalTwoRowRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 39 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 01:47:04 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 4783790101901 Scenario number: 12 Scenario seed: 646926210792633492 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.39% Blocker-prone seat share (topology component): 66.42% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 977 Passengers seated: 274/274 Average waiting ticks: 453.85 Longest waiting passenger: P72->3A(LEFT) Longest waiting ticks: 914 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 3 Executable cluster candidates: 3 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 5 Last cluster decision: RIGHT:tiles1-4:occupied=3:anchor=P249:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 17 Regions dissolved: 2 Repeated reconstructions avoided: 17 Largest region lifetime: 14 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=5 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2121 Maximum occupied tiles: 12 Seat events: 137 Single-blocker events: 32 Multiple-blocker events: 16 Temporary aisle reoccupations: 64 RIGHT AISLE ----------- Total moves: 2123 Maximum occupied tiles: 13 Seat events: 137 Single-blocker events: 35 Multiple-blocker events: 20 Temporary aisle reoccupations: 75 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 109 Reservations granted: 105 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5093 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6424 Total stationary ticks: 128578 Seat-event requests: 293 Failed seat-event starts: 19 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 687 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 19 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 687 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 6\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 39 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 01:47:04 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 4783790101901 Scenario number: 12 Scenario seed: 646926210792633492 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.39% Blocker-prone seat share (topology component): 66.42% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 977 Passengers seated: 274/274 Average waiting ticks: 453.79 Longest waiting passenger: P72->3A(LEFT) Longest waiting ticks: 914 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 3 Executable cluster candidates: 3 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 5 Last cluster decision: RIGHT:tiles1-4:occupied=3:anchor=P249:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 17 Regions dissolved: 2 Repeated reconstructions avoided: 17 Largest region lifetime: 14 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=5 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2121 Maximum occupied tiles: 12 Seat events: 137 Single-blocker events: 32 Multiple-blocker events: 16 Temporary aisle reoccupations: 64 RIGHT AISLE ----------- Total moves: 2123 Maximum occupied tiles: 13 Seat events: 137 Single-blocker events: 35 Multiple-blocker events: 20 Temporary aisle reoccupations: 75 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 109 Reservations granted: 105 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5108 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6431 Total stationary ticks: 128580 Seat-event requests: 293 Failed seat-event starts: 19 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 678 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 19 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 678 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 6\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 12 | standardDataset=274/274 (100.00%) | finalTwoRowRiskDispersionDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 39 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 01:47:04 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 4783790101901 Scenario number: 13 Scenario seed: -1788206988058950897 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.76% Blocker-prone seat share (topology component): 59.48% Aisle-assignment balance: 98.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1132 Passengers seated: 306/306 Average waiting ticks: 516.95 Longest waiting passenger: P217->14I(RIGHT) Longest waiting ticks: 1072 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 18 Regions dissolved: 1 Repeated reconstructions avoided: 18 Largest region lifetime: 19 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=19 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2629 Maximum occupied tiles: 12 Seat events: 150 Single-blocker events: 42 Multiple-blocker events: 13 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 2815 Maximum occupied tiles: 12 Seat events: 156 Single-blocker events: 36 Multiple-blocker events: 22 Temporary aisle reoccupations: 83 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 125 Reservations granted: 125 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6243 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7517 Total stationary ticks: 163345 Seat-event requests: 317 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 716 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 716 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 317\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 39 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 01:47:04 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 4783790101901 Scenario number: 13 Scenario seed: -1788206988058950897 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 28.76% Blocker-prone seat share (topology component): 59.48% Aisle-assignment balance: 98.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1134 Passengers seated: 306/306 Average waiting ticks: 518.77 Longest waiting passenger: P217->14I(RIGHT) Longest waiting ticks: 1074 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 7 Regions dissolved: 1 Repeated reconstructions avoided: 7 Largest region lifetime: 8 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=8 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2629 Maximum occupied tiles: 12 Seat events: 150 Single-blocker events: 42 Multiple-blocker events: 13 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 2815 Maximum occupied tiles: 13 Seat events: 156 Single-blocker events: 36 Multiple-blocker events: 22 Temporary aisle reoccupations: 83 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 125 Reservations granted: 125 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6169 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7380 Total stationary ticks: 163797 Seat-event requests: 317 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 690 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 690 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 317\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 13 | standardDataset=306/306 (100.00%) | finalTwoRowRiskDispersionDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 39 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 01:47:04 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 4783790101901 Scenario number: 14 Scenario seed: -2799794463844873116 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.10% Blocker-prone seat share (topology component): 61.76% Aisle-assignment balance: 99.35% OUTCOME ------- Status: SUCCESS Completed ticks: 1090 Passengers seated: 306/306 Average waiting ticks: 508.88 Longest waiting passenger: P52->5C(LEFT) Longest waiting ticks: 1041 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles12-15:occupied=3:anchor=P127:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 10 Regions dissolved: 1 Repeated reconstructions avoided: 10 Largest region lifetime: 11 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=11 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2682 Maximum occupied tiles: 14 Seat events: 154 Single-blocker events: 47 Multiple-blocker events: 24 Temporary aisle reoccupations: 98 RIGHT AISLE ----------- Total moves: 2688 Maximum occupied tiles: 13 Seat events: 152 Single-blocker events: 35 Multiple-blocker events: 15 Temporary aisle reoccupations: 70 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 140 Reservations granted: 140 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6929 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8476 Total stationary ticks: 161735 Seat-event requests: 327 Failed seat-event starts: 21 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 745 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 21 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 745 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 326\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 39 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 01:47:04 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 4783790101901 Scenario number: 14 Scenario seed: -2799794463844873116 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 28.10% Blocker-prone seat share (topology component): 61.76% Aisle-assignment balance: 99.35% OUTCOME ------- Status: SUCCESS Completed ticks: 1090 Passengers seated: 306/306 Average waiting ticks: 508.87 Longest waiting passenger: P52->5C(LEFT) Longest waiting ticks: 1041 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles12-15:occupied=3:anchor=P127:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 10 Regions dissolved: 1 Repeated reconstructions avoided: 10 Largest region lifetime: 11 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=11 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2682 Maximum occupied tiles: 14 Seat events: 154 Single-blocker events: 47 Multiple-blocker events: 24 Temporary aisle reoccupations: 98 RIGHT AISLE ----------- Total moves: 2688 Maximum occupied tiles: 13 Seat events: 152 Single-blocker events: 35 Multiple-blocker events: 15 Temporary aisle reoccupations: 70 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 140 Reservations granted: 140 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6934 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8476 Total stationary ticks: 161736 Seat-event requests: 327 Failed seat-event starts: 21 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 742 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 21 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 742 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 326\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 14 | standardDataset=306/306 (100.00%) | finalTwoRowRiskDispersionDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 39 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 01:47:04 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 4783790101901 Scenario number: 15 Scenario seed: -8110377867836229638 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.37% Blocker-prone seat share (topology component): 77.45% Aisle-assignment balance: 95.10% OUTCOME ------- Status: SUCCESS Completed ticks: 755 Passengers seated: 204/204 Average waiting ticks: 328.42 Longest waiting passenger: P90->15F(LEFT) Longest waiting ticks: 713 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 4 Cluster candidates evaluated: 6 Executable cluster candidates: 4 Rejected cluster candidates: 2 Cluster selections: 4 Cluster-selected events started: 4 Largest detected cluster: 5 Selected release potential total: 10 Last cluster decision: LEFT:tiles10-13:occupied=3:anchor=P119:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 37 Regions dissolved: 3 Repeated reconstructions avoided: 37 Largest region lifetime: 16 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=13 Confirmation deferral ticks: 6 Regions reaching confirmation: 3 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 3 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1597 Maximum occupied tiles: 11 Seat events: 107 Single-blocker events: 24 Multiple-blocker events: 11 Temporary aisle reoccupations: 48 RIGHT AISLE ----------- Total moves: 1357 Maximum occupied tiles: 12 Seat events: 97 Single-blocker events: 19 Multiple-blocker events: 5 Temporary aisle reoccupations: 29 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 115 Reservations granted: 114 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3941 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5084 Total stationary ticks: 70452 Seat-event requests: 225 Failed seat-event starts: 21 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 534 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 21 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 534 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 222\nPrecedence substitutions made: 2\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 6\nOccupied-space rejections: 44\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 39 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 01:47:04 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 4783790101901 Scenario number: 15 Scenario seed: -8110377867836229638 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 204 Occupancy: 85% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.37% Blocker-prone seat share (topology component): 77.45% Aisle-assignment balance: 95.10% OUTCOME ------- Status: SUCCESS Completed ticks: 755 Passengers seated: 204/204 Average waiting ticks: 328.86 Longest waiting passenger: P90->15F(LEFT) Longest waiting ticks: 713 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 4 Cluster candidates evaluated: 5 Executable cluster candidates: 3 Rejected cluster candidates: 2 Cluster selections: 3 Cluster-selected events started: 3 Largest detected cluster: 5 Selected release potential total: 8 Last cluster decision: LEFT:tiles10-13:occupied=3:anchor=P119:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 22 Regions dissolved: 2 Repeated reconstructions avoided: 22 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 3 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1597 Maximum occupied tiles: 11 Seat events: 107 Single-blocker events: 24 Multiple-blocker events: 11 Temporary aisle reoccupations: 48 RIGHT AISLE ----------- Total moves: 1357 Maximum occupied tiles: 12 Seat events: 97 Single-blocker events: 19 Multiple-blocker events: 5 Temporary aisle reoccupations: 29 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 111 Reservations granted: 110 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3856 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4926 Total stationary ticks: 70414 Seat-event requests: 221 Failed seat-event starts: 17 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 515 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 17 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 515 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 219\nPrecedence substitutions made: 2\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 5\nOccupied-space rejections: 39\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 15 | standardDataset=204/204 (100.00%) | finalTwoRowRiskDispersionDataset=204/204 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=3 | clusterStarts=3 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 39 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 01:47:04 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 4783790101901 Scenario number: 16 Scenario seed: 9079592664159291910 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.91% Blocker-prone seat share (topology component): 67.83% Aisle-assignment balance: 97.39% OUTCOME ------- Status: SUCCESS Completed ticks: 853 Passengers seated: 230/230 Average waiting ticks: 384.20 Longest waiting passenger: P195->20G(RIGHT) Longest waiting ticks: 800 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 3 Selected release potential total: 4 Last cluster decision: RIGHT:tiles27-29:occupied=3:anchor=P47:selected=P29:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 18 Regions dissolved: 2 Repeated reconstructions avoided: 18 Largest region lifetime: 11 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=11 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1670 Maximum occupied tiles: 12 Seat events: 112 Single-blocker events: 30 Multiple-blocker events: 10 Temporary aisle reoccupations: 50 RIGHT AISLE ----------- Total moves: 1854 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 36 Multiple-blocker events: 6 Temporary aisle reoccupations: 48 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 85 Reservations granted: 83 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4205 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5383 Total stationary ticks: 91917 Seat-event requests: 243 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 598 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 598 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 243\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 7\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 39 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 01:47:04 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 4783790101901 Scenario number: 16 Scenario seed: 9079592664159291910 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.91% Blocker-prone seat share (topology component): 67.83% Aisle-assignment balance: 97.39% OUTCOME ------- Status: SUCCESS Completed ticks: 853 Passengers seated: 230/230 Average waiting ticks: 384.45 Longest waiting passenger: P195->20G(RIGHT) Longest waiting ticks: 800 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 5 Executable cluster candidates: 3 Rejected cluster candidates: 2 Cluster selections: 3 Cluster-selected events started: 3 Largest detected cluster: 7 Selected release potential total: 12 Last cluster decision: RIGHT:tiles27-29:occupied=3:anchor=P47:selected=P29:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 43 Regions dissolved: 2 Repeated reconstructions avoided: 43 Largest region lifetime: 34 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=11 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1670 Maximum occupied tiles: 12 Seat events: 112 Single-blocker events: 30 Multiple-blocker events: 10 Temporary aisle reoccupations: 50 RIGHT AISLE ----------- Total moves: 1854 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 36 Multiple-blocker events: 6 Temporary aisle reoccupations: 48 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 85 Reservations granted: 83 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4200 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5371 Total stationary ticks: 91967 Seat-event requests: 244 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 590 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 590 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 243\nPrecedence substitutions made: 4\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 8\nOccupied-space rejections: 27\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 16 | standardDataset=230/230 (100.00%) | finalTwoRowRiskDispersionDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=3 | clusterStarts=3 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 39 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 01:47:04 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 4783790101901 Scenario number: 17 Scenario seed: -7261263745389950436 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 93.62% OUTCOME ------- Status: SUCCESS Completed ticks: 1057 Passengers seated: 282/282 Average waiting ticks: 464.22 Longest waiting passenger: P184->23H(RIGHT) Longest waiting ticks: 997 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=2:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 3 Regions dissolved: 1 Repeated reconstructions avoided: 3 Largest region lifetime: 4 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=4 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1983 Maximum occupied tiles: 11 Seat events: 132 Single-blocker events: 27 Multiple-blocker events: 17 Temporary aisle reoccupations: 61 RIGHT AISLE ----------- Total moves: 2376 Maximum occupied tiles: 14 Seat events: 150 Single-blocker events: 36 Multiple-blocker events: 13 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 102 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5693 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7066 Total stationary ticks: 135798 Seat-event requests: 295 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 677 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 677 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 39 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 01:47:04 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 4783790101901 Scenario number: 17 Scenario seed: -7261263745389950436 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 93.62% OUTCOME ------- Status: SUCCESS Completed ticks: 1057 Passengers seated: 282/282 Average waiting ticks: 464.16 Longest waiting passenger: P184->23H(RIGHT) Longest waiting ticks: 997 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=2:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 3 Regions dissolved: 1 Repeated reconstructions avoided: 3 Largest region lifetime: 4 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=4 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1983 Maximum occupied tiles: 11 Seat events: 132 Single-blocker events: 27 Multiple-blocker events: 17 Temporary aisle reoccupations: 61 RIGHT AISLE ----------- Total moves: 2376 Maximum occupied tiles: 14 Seat events: 150 Single-blocker events: 36 Multiple-blocker events: 13 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 102 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5723 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7045 Total stationary ticks: 135792 Seat-event requests: 295 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 653 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 653 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 17 | standardDataset=282/282 (100.00%) | finalTwoRowRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 39 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 01:47:04 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 4783790101901 Scenario number: 18 Scenario seed: -6249943565778225572 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.87% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 94.44% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2205 Passengers seated: 191/216 Average waiting ticks: 355.35 Longest waiting passenger: P157->25E(LEFT) Longest waiting ticks: 2170 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 23 Cluster candidates evaluated: 22 Executable cluster candidates: 0 Rejected cluster candidates: 22 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 25 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1820 Regions dissolved: 0 Repeated reconstructions avoided: 1820 Largest region lifetime: 1821 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1821:occupied=25 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1612 State changes reopening evaluation: 22 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1424 Maximum occupied tiles: 27 Seat events: 89 Single-blocker events: 25 Multiple-blocker events: 7 Temporary aisle reoccupations: 40 RIGHT AISLE ----------- Total moves: 1533 Maximum occupied tiles: 11 Seat events: 102 Single-blocker events: 32 Multiple-blocker events: 6 Temporary aisle reoccupations: 44 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1751 Reservations granted: 1749 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 23 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 37677 Longest unresolved passenger ID: 109 Longest unresolved row: 30 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 21 Longest dependency chain: P7(8E/LEFT) -> P108(10C/LEFT) -> P54(18D/LEFT) -> P67(18A/LEFT) -> P44(21C/LEFT) -> P147(16B/LEFT) -> P115(12A/LEFT) -> P22(15C/LEFT) -> P20(14F/LEFT) -> P143(28D/LEFT) -> P13(21B/LEFT) -> P45(20B/LEFT) -> P160(20E/LEFT) -> P148(29A/LEFT) -> P89(23C/LEFT) -> P30(28E/LEFT) -> P123(23A/LEFT) -> P178(30B/LEFT) -> P122(27A/LEFT) -> P81(26C/LEFT) -> P157(25E/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 7 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 23 Total blocked ticks: 45210 Total stationary ticks: 116978 Seat-event requests: 1846 Failed seat-event starts: 1655 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 157 Critical blocker identity: P157->25E(LEFT) Direct fan-out: 1 Total indirect descendants: 20 Critical tree size including blocker: 21 Critical tree depth: 21 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 25 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 4 Critical blocker tree: P157(25E/LEFT/WAITING_FOR_SEAT_EVENT) P81(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P122(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P178(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P123(23A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P30(28E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P89(23C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P148(29A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P160(20E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P45(20B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P13(21B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P143(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P20(14F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P22(15C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P115(12A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P147(16B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P44(21C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P67(18A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P54(18D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P108(10C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P7(8E/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1622 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 26|27 Critical blocker unavailable yield tiles: 27 Critical blocker yield-tile occupants: 111 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1622 Rear-boundary failures: 33 Middle-bank reservation failures: 2 Active-event deferrals: 653 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 4 Yield-occupant trace: yieldOccupant[111]: P111(28B/LEFT/MOVING_IN_AISLE@tile27) -> P3(29E/LEFT/MOVING_IN_AISLE@tile28) -> P109(30A/LEFT/MOVING_IN_AISLE@tile29) -> P52(30E/LEFT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P52->30E(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P111{seat=28B,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=27,directBlocker=3,lastMoveTick=462,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 26|27 Current unavailable yield tiles: 27 Current yield-tile occupants: 111 Final row-event chain: 157|111|3|109|52 Final row-event chain length: 5 Distinct row events in chain: 5 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1848\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 1622\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 39 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 01:47:04 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 4783790101901 Scenario number: 18 Scenario seed: -6249943565778225572 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 216 Occupancy: 90% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 32.87% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 94.44% OUTCOME ------- Status: SUCCESS Completed ticks: 795 Passengers seated: 216/216 Average waiting ticks: 350.21 Longest waiting passenger: P7->8E(LEFT) Longest waiting ticks: 765 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: LEFT:tiles11-13:occupied=3:anchor=P115:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 10 Regions dissolved: 1 Repeated reconstructions avoided: 10 Largest region lifetime: 11 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=11 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1544 Maximum occupied tiles: 13 Seat events: 114 Single-blocker events: 32 Multiple-blocker events: 12 Temporary aisle reoccupations: 58 RIGHT AISLE ----------- Total moves: 1533 Maximum occupied tiles: 11 Seat events: 102 Single-blocker events: 31 Multiple-blocker events: 7 Temporary aisle reoccupations: 45 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 116 Reservations granted: 114 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3947 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5031 Total stationary ticks: 78999 Seat-event requests: 226 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 511 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 511 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 227\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 18 | standardDataset=191/216 (88.43%) | finalTwoRowRiskDispersionDataset=216/216 (100.00%) | seatedDelta=+25 | completionDelta=+11.57% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=true | finalTwoRowRiskDispersionWorse=false | standardFamily=MOVING_PASSENGER_YIELD_CHAIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 39 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 01:47:04 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 4783790101901 Scenario number: 19 Scenario seed: 7563568758620831284 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.33% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 95.18% OUTCOME ------- Status: SUCCESS Completed ticks: 1292 Passengers seated: 353/353 Average waiting ticks: 584.83 Longest waiting passenger: P214->2B(LEFT) Longest waiting ticks: 1243 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 0 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: LEFT:tiles15-18:occupied=3:anchor=P207:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 73 Regions dissolved: 3 Repeated reconstructions avoided: 73 Largest region lifetime: 49 Maximum simultaneous active regions: 2 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=49 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3113 Maximum occupied tiles: 15 Seat events: 185 Single-blocker events: 55 Multiple-blocker events: 25 Temporary aisle reoccupations: 113 RIGHT AISLE ----------- Total moves: 3033 Maximum occupied tiles: 14 Seat events: 168 Single-blocker events: 43 Multiple-blocker events: 20 Temporary aisle reoccupations: 85 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 153 Reservations granted: 153 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7575 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9352 Total stationary ticks: 212878 Seat-event requests: 373 Failed seat-event starts: 20 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 930 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 20 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 930 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 372\nPrecedence substitutions made: 8\nDependency chains followed: 9\nBlocked by waiting-row occupant: 9\nSubstituted events started: 8\nOccupied-space rejections: 30\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 39 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 01:47:04 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 4783790101901 Scenario number: 19 Scenario seed: 7563568758620831284 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 28.33% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 95.18% OUTCOME ------- Status: SUCCESS Completed ticks: 1292 Passengers seated: 353/353 Average waiting ticks: 584.83 Longest waiting passenger: P214->2B(LEFT) Longest waiting ticks: 1243 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 0 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: LEFT:tiles15-18:occupied=3:anchor=P207:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 73 Regions dissolved: 3 Repeated reconstructions avoided: 73 Largest region lifetime: 49 Maximum simultaneous active regions: 2 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=49 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3113 Maximum occupied tiles: 15 Seat events: 185 Single-blocker events: 55 Multiple-blocker events: 25 Temporary aisle reoccupations: 113 RIGHT AISLE ----------- Total moves: 3033 Maximum occupied tiles: 14 Seat events: 168 Single-blocker events: 43 Multiple-blocker events: 20 Temporary aisle reoccupations: 85 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 153 Reservations granted: 153 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7575 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9352 Total stationary ticks: 212878 Seat-event requests: 373 Failed seat-event starts: 20 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 930 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 20 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 930 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 372\nPrecedence substitutions made: 8\nDependency chains followed: 9\nBlocked by waiting-row occupant: 9\nSubstituted events started: 8\nOccupied-space rejections: 30\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 19 | standardDataset=353/353 (100.00%) | finalTwoRowRiskDispersionDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=1 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 39 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 01:47:04 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 4783790101901 Scenario number: 20 Scenario seed: -1971409869796166019 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 74.12% Aisle-assignment balance: 96.49% OUTCOME ------- Status: SUCCESS Completed ticks: 837 Passengers seated: 228/228 Average waiting ticks: 377.55 Longest waiting passenger: P60->16B(LEFT) Longest waiting ticks: 795 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1703 Maximum occupied tiles: 11 Seat events: 118 Single-blocker events: 31 Multiple-blocker events: 14 Temporary aisle reoccupations: 65 RIGHT AISLE ----------- Total moves: 1597 Maximum occupied tiles: 12 Seat events: 110 Single-blocker events: 31 Multiple-blocker events: 8 Temporary aisle reoccupations: 50 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 129 Reservations granted: 125 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4103 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4979 Total stationary ticks: 89391 Seat-event requests: 237 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 452 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 452 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 241\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 39 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 01:47:04 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 4783790101901 Scenario number: 20 Scenario seed: -1971409869796166019 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 74.12% Aisle-assignment balance: 96.49% OUTCOME ------- Status: SUCCESS Completed ticks: 837 Passengers seated: 228/228 Average waiting ticks: 377.55 Longest waiting passenger: P60->16B(LEFT) Longest waiting ticks: 795 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1703 Maximum occupied tiles: 11 Seat events: 118 Single-blocker events: 31 Multiple-blocker events: 14 Temporary aisle reoccupations: 65 RIGHT AISLE ----------- Total moves: 1597 Maximum occupied tiles: 12 Seat events: 110 Single-blocker events: 31 Multiple-blocker events: 8 Temporary aisle reoccupations: 50 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 129 Reservations granted: 125 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4103 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4979 Total stationary ticks: 89391 Seat-event requests: 237 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 452 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 452 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 241\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 20 | standardDataset=228/228 (100.00%) | finalTwoRowRiskDispersionDataset=228/228 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 39 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 01:47:04 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 4783790101901 Scenario number: 21 Scenario seed: 8052259316592556136 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.05% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 96.32% OUTCOME ------- Status: SUCCESS Completed ticks: 1291 Passengers seated: 353/353 Average waiting ticks: 589.76 Longest waiting passenger: P260->16E(LEFT) Longest waiting ticks: 1242 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 7 Selected release potential total: 6 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 81 Regions dissolved: 3 Repeated reconstructions avoided: 81 Largest region lifetime: 40 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=40 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3249 Maximum occupied tiles: 13 Seat events: 183 Single-blocker events: 44 Multiple-blocker events: 24 Temporary aisle reoccupations: 97 RIGHT AISLE ----------- Total moves: 2936 Maximum occupied tiles: 14 Seat events: 170 Single-blocker events: 41 Multiple-blocker events: 30 Temporary aisle reoccupations: 108 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 150 Reservations granted: 148 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7751 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9578 Total stationary ticks: 214956 Seat-event requests: 373 Failed seat-event starts: 20 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 833 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 20 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 833 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 374\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 39 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 01:47:04 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 4783790101901 Scenario number: 21 Scenario seed: 8052259316592556136 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 28.05% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 96.32% OUTCOME ------- Status: SUCCESS Completed ticks: 1291 Passengers seated: 353/353 Average waiting ticks: 589.74 Longest waiting passenger: P260->16E(LEFT) Longest waiting ticks: 1242 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 7 Selected release potential total: 6 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 81 Regions dissolved: 3 Repeated reconstructions avoided: 81 Largest region lifetime: 40 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=40 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3249 Maximum occupied tiles: 13 Seat events: 183 Single-blocker events: 44 Multiple-blocker events: 24 Temporary aisle reoccupations: 97 RIGHT AISLE ----------- Total moves: 2936 Maximum occupied tiles: 14 Seat events: 170 Single-blocker events: 41 Multiple-blocker events: 30 Temporary aisle reoccupations: 108 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 150 Reservations granted: 148 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7763 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9589 Total stationary ticks: 214958 Seat-event requests: 373 Failed seat-event starts: 20 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 833 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 20 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 833 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 374\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 21 | standardDataset=353/353 (100.00%) | finalTwoRowRiskDispersionDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=1 | clusterStarts=2 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 39 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 01:47:04 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 4783790101901 Scenario number: 22 Scenario seed: 7541774760808117645 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 75.44% Aisle-assignment balance: 94.74% OUTCOME ------- Status: SUCCESS Completed ticks: 858 Passengers seated: 228/228 Average waiting ticks: 370.72 Longest waiting passenger: P49->28A(LEFT) Longest waiting ticks: 803 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 30 Regions dissolved: 2 Repeated reconstructions avoided: 30 Largest region lifetime: 21 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=21 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1805 Maximum occupied tiles: 12 Seat events: 120 Single-blocker events: 26 Multiple-blocker events: 14 Temporary aisle reoccupations: 60 RIGHT AISLE ----------- Total moves: 1505 Maximum occupied tiles: 13 Seat events: 108 Single-blocker events: 26 Multiple-blocker events: 8 Temporary aisle reoccupations: 43 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 126 Reservations granted: 122 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4372 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5519 Total stationary ticks: 88293 Seat-event requests: 243 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 523 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 523 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 246\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 39 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 01:47:04 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 4783790101901 Scenario number: 22 Scenario seed: 7541774760808117645 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 75.44% Aisle-assignment balance: 94.74% OUTCOME ------- Status: SUCCESS Completed ticks: 858 Passengers seated: 228/228 Average waiting ticks: 370.64 Longest waiting passenger: P49->28A(LEFT) Longest waiting ticks: 803 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 30 Regions dissolved: 2 Repeated reconstructions avoided: 30 Largest region lifetime: 21 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=21 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1805 Maximum occupied tiles: 12 Seat events: 120 Single-blocker events: 26 Multiple-blocker events: 14 Temporary aisle reoccupations: 60 RIGHT AISLE ----------- Total moves: 1505 Maximum occupied tiles: 13 Seat events: 108 Single-blocker events: 26 Multiple-blocker events: 8 Temporary aisle reoccupations: 43 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 126 Reservations granted: 122 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4387 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5533 Total stationary ticks: 88297 Seat-event requests: 243 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 516 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 516 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 246\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 22 | standardDataset=228/228 (100.00%) | finalTwoRowRiskDispersionDataset=228/228 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=2 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 39 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 01:47:04 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 4783790101901 Scenario number: 23 Scenario seed: 6416854171112320314 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.43% Blocker-prone seat share (topology component): 69.13% Aisle-assignment balance: 96.52% OUTCOME ------- Status: SUCCESS Completed ticks: 855 Passengers seated: 230/230 Average waiting ticks: 380.41 Longest waiting passenger: P135->16H(RIGHT) Longest waiting ticks: 802 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 4 Selected release potential total: 5 Last cluster decision: LEFT:tiles8-11:occupied=3:anchor=P180:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 19 Regions dissolved: 2 Repeated reconstructions avoided: 19 Largest region lifetime: 12 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=12 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1620 Maximum occupied tiles: 11 Seat events: 111 Single-blocker events: 29 Multiple-blocker events: 5 Temporary aisle reoccupations: 39 RIGHT AISLE ----------- Total moves: 1848 Maximum occupied tiles: 14 Seat events: 119 Single-blocker events: 30 Multiple-blocker events: 7 Temporary aisle reoccupations: 44 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 78 Reservations granted: 78 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4080 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5145 Total stationary ticks: 90882 Seat-event requests: 244 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 552 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 552 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 242\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 39 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 01:47:04 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 4783790101901 Scenario number: 23 Scenario seed: 6416854171112320314 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 230 Occupancy: 80% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.43% Blocker-prone seat share (topology component): 69.13% Aisle-assignment balance: 96.52% OUTCOME ------- Status: SUCCESS Completed ticks: 855 Passengers seated: 230/230 Average waiting ticks: 380.41 Longest waiting passenger: P135->16H(RIGHT) Longest waiting ticks: 802 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 4 Selected release potential total: 5 Last cluster decision: LEFT:tiles8-11:occupied=3:anchor=P180:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 19 Regions dissolved: 2 Repeated reconstructions avoided: 19 Largest region lifetime: 12 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=12 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1620 Maximum occupied tiles: 11 Seat events: 111 Single-blocker events: 29 Multiple-blocker events: 5 Temporary aisle reoccupations: 39 RIGHT AISLE ----------- Total moves: 1848 Maximum occupied tiles: 14 Seat events: 119 Single-blocker events: 30 Multiple-blocker events: 7 Temporary aisle reoccupations: 44 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 78 Reservations granted: 78 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4080 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5145 Total stationary ticks: 90882 Seat-event requests: 244 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 552 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 552 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 242\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 23 | standardDataset=230/230 (100.00%) | finalTwoRowRiskDispersionDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=2 | clusterStarts=3 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 39 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 01:47:04 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 4783790101901 Scenario number: 24 Scenario seed: 8260328820574529592 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 96.45% OUTCOME ------- Status: SUCCESS Completed ticks: 1030 Passengers seated: 282/282 Average waiting ticks: 462.91 Longest waiting passenger: P71->19F(LEFT) Longest waiting ticks: 970 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2319 Maximum occupied tiles: 12 Seat events: 146 Single-blocker events: 42 Multiple-blocker events: 17 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2061 Maximum occupied tiles: 14 Seat events: 136 Single-blocker events: 39 Multiple-blocker events: 14 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 98 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5649 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6997 Total stationary ticks: 135341 Seat-event requests: 292 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 666 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 666 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 39 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 01:47:04 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 4783790101901 Scenario number: 24 Scenario seed: 8260328820574529592 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 96.45% OUTCOME ------- Status: SUCCESS Completed ticks: 1030 Passengers seated: 282/282 Average waiting ticks: 462.93 Longest waiting passenger: P71->19F(LEFT) Longest waiting ticks: 970 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2319 Maximum occupied tiles: 12 Seat events: 146 Single-blocker events: 42 Multiple-blocker events: 17 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2061 Maximum occupied tiles: 14 Seat events: 136 Single-blocker events: 39 Multiple-blocker events: 14 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 98 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5644 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6997 Total stationary ticks: 135341 Seat-event requests: 292 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 670 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 670 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 24 | standardDataset=282/282 (100.00%) | finalTwoRowRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 39 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 01:47:04 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 4783790101901 Scenario number: 25 Scenario seed: -4094129998675612188 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 99.15% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2730 Passengers seated: 309/353 Average waiting ticks: 632.20 Longest waiting passenger: P26->15J(RIGHT) Longest waiting ticks: 2730 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 29 Cluster candidates evaluated: 7 Executable cluster candidates: 0 Rejected cluster candidates: 7 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 34 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2032 Regions dissolved: 0 Repeated reconstructions avoided: 2032 Largest region lifetime: 2033 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2033:occupied=34 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1812 State changes reopening evaluation: 28 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3006 Maximum occupied tiles: 15 Seat events: 175 Single-blocker events: 53 Multiple-blocker events: 27 Temporary aisle reoccupations: 111 RIGHT AISLE ----------- Total moves: 2736 Maximum occupied tiles: 34 Seat events: 134 Single-blocker events: 37 Multiple-blocker events: 12 Temporary aisle reoccupations: 63 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1998 Reservations granted: 1996 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 10 Remaining moving in aisle: 31 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 56964 Longest unresolved passenger ID: 26 Longest unresolved row: 15 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 22 Longest dependency chain: P181(36F/RIGHT) -> P233(23F/RIGHT) -> P125(19H/RIGHT) -> P67(34D/RIGHT) -> P87(22J/RIGHT) -> P127(31E/RIGHT) -> P321(25I/RIGHT) -> P220(27I/RIGHT) -> P118(30E/RIGHT) -> P291(25G/RIGHT) -> P186(33I/RIGHT) -> P239(27H/RIGHT) -> P279(30H/RIGHT) -> P9(35F/RIGHT) -> P17(32D/RIGHT) -> P177(32E/RIGHT) -> P332(33D/RIGHT) -> P128(32H/RIGHT) -> P53(33G/RIGHT) -> P162(36I/RIGHT) -> P273(35H/RIGHT) -> P129(35D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 181 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 31 Total blocked ticks: 70369 Total stationary ticks: 285488 Seat-event requests: 2187 Failed seat-event starts: 1878 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 129 Critical blocker identity: P129->35D(RIGHT) Direct fan-out: 1 Total indirect descendants: 21 Critical tree size including blocker: 22 Critical tree depth: 22 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 34 Unresolved outside passengers: 10 Unresolved internal passengers outside critical tree: 12 Critical blocker tree: P129(35D/RIGHT/WAITING_FOR_SEAT_EVENT) P273(35H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P162(36I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P53(33G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P128(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P332(33D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P177(32E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P17(32D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P9(35F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P279(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P239(27H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P186(33I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P291(25G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P118(30E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P220(27I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P321(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P127(31E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P87(22J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P67(34D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P125(19H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P233(23F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P181(36F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1768 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 2 Critical blocker required yield tiles: 36|37 Critical blocker unavailable yield tiles: 37 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1768 Rear-boundary failures: 110 Middle-bank reservation failures: 2 Active-event deferrals: 925 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 36|37 Current unavailable yield tiles: 37 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2190\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 6\nOccupied-space rejections: 1774\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 39 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 01:47:04 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 4783790101901 Scenario number: 25 Scenario seed: -4094129998675612188 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 99.15% OUTCOME ------- Status: SUCCESS Completed ticks: 1252 Passengers seated: 353/353 Average waiting ticks: 581.77 Longest waiting passenger: P292->13H(RIGHT) Longest waiting ticks: 1205 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 32 Regions dissolved: 1 Repeated reconstructions avoided: 32 Largest region lifetime: 33 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=33 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3006 Maximum occupied tiles: 14 Seat events: 175 Single-blocker events: 51 Multiple-blocker events: 28 Temporary aisle reoccupations: 110 RIGHT AISLE ----------- Total moves: 3194 Maximum occupied tiles: 14 Seat events: 178 Single-blocker events: 54 Multiple-blocker events: 30 Temporary aisle reoccupations: 123 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 163 Reservations granted: 161 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8114 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9973 Total stationary ticks: 212483 Seat-event requests: 375 Failed seat-event starts: 22 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 825 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 22 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 825 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 378\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 9\nOccupied-space rejections: 29\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 25 | standardDataset=309/353 (87.54%) | finalTwoRowRiskDispersionDataset=353/353 (100.00%) | seatedDelta=+44 | completionDelta=+12.46% | outsideDelta=-10 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=true | finalTwoRowRiskDispersionWorse=false | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 39 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 01:47:04 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 4783790101901 Scenario number: 26 Scenario seed: -926147652340214437 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 93.62% OUTCOME ------- Status: SUCCESS Completed ticks: 883 Passengers seated: 235/235 Average waiting ticks: 388.59 Longest waiting passenger: P8->15E(RIGHT) Longest waiting ticks: 841 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 7 Regions dissolved: 1 Repeated reconstructions avoided: 7 Largest region lifetime: 8 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=8 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1635 Maximum occupied tiles: 12 Seat events: 110 Single-blocker events: 24 Multiple-blocker events: 15 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 1743 Maximum occupied tiles: 11 Seat events: 125 Single-blocker events: 31 Multiple-blocker events: 12 Temporary aisle reoccupations: 58 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 135 Reservations granted: 133 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4404 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5323 Total stationary ticks: 94882 Seat-event requests: 250 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 506 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 506 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 252\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 39 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 01:47:04 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 4783790101901 Scenario number: 26 Scenario seed: -926147652340214437 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 93.62% OUTCOME ------- Status: SUCCESS Completed ticks: 883 Passengers seated: 235/235 Average waiting ticks: 388.59 Longest waiting passenger: P8->15E(RIGHT) Longest waiting ticks: 841 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 7 Regions dissolved: 1 Repeated reconstructions avoided: 7 Largest region lifetime: 8 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=8 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1635 Maximum occupied tiles: 12 Seat events: 110 Single-blocker events: 24 Multiple-blocker events: 15 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 1743 Maximum occupied tiles: 11 Seat events: 125 Single-blocker events: 31 Multiple-blocker events: 12 Temporary aisle reoccupations: 58 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 135 Reservations granted: 133 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4404 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5323 Total stationary ticks: 94882 Seat-event requests: 250 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 506 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 506 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 252\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 26 | standardDataset=235/235 (100.00%) | finalTwoRowRiskDispersionDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 39 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 01:47:04 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 4783790101901 Scenario number: 27 Scenario seed: -4616127211022045330 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.78% Blocker-prone seat share (topology component): 58.82% Aisle-assignment balance: 96.08% OUTCOME ------- Status: SUCCESS Completed ticks: 1125 Passengers seated: 306/306 Average waiting ticks: 500.82 Longest waiting passenger: P21->8G(LEFT) Longest waiting ticks: 1074 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2762 Maximum occupied tiles: 14 Seat events: 159 Single-blocker events: 42 Multiple-blocker events: 23 Temporary aisle reoccupations: 91 RIGHT AISLE ----------- Total moves: 2665 Maximum occupied tiles: 14 Seat events: 147 Single-blocker events: 31 Multiple-blocker events: 9 Temporary aisle reoccupations: 49 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 130 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6904 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8413 Total stationary ticks: 159273 Seat-event requests: 315 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 760 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 760 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 316\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 39 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 01:47:04 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 4783790101901 Scenario number: 27 Scenario seed: -4616127211022045330 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 306 Occupancy: 85% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.78% Blocker-prone seat share (topology component): 58.82% Aisle-assignment balance: 96.08% OUTCOME ------- Status: SUCCESS Completed ticks: 1125 Passengers seated: 306/306 Average waiting ticks: 500.82 Longest waiting passenger: P21->8G(LEFT) Longest waiting ticks: 1074 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2762 Maximum occupied tiles: 14 Seat events: 159 Single-blocker events: 42 Multiple-blocker events: 23 Temporary aisle reoccupations: 91 RIGHT AISLE ----------- Total moves: 2665 Maximum occupied tiles: 14 Seat events: 147 Single-blocker events: 31 Multiple-blocker events: 9 Temporary aisle reoccupations: 49 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 130 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6904 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8413 Total stationary ticks: 159273 Seat-event requests: 315 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 760 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 760 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 316\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 27 | standardDataset=306/306 (100.00%) | finalTwoRowRiskDispersionDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 39 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 01:47:04 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 4783790101901 Scenario number: 28 Scenario seed: 5115000450682757011 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 288 Occupancy: 80% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.78% Blocker-prone seat share (topology component): 60.42% Aisle-assignment balance: 96.53% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2542 Passengers seated: 272/288 Average waiting ticks: 502.72 Longest waiting passenger: P76->13D(RIGHT) Longest waiting ticks: 2529 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 3 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 7 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 3175 Regions dissolved: 0 Repeated reconstructions avoided: 3175 Largest region lifetime: 1649 Maximum simultaneous active regions: 2 Regions active at termination: 2 Last lifecycle event: UPDATE:R1:age=1649:occupied=7 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1639 State changes reopening evaluation: 1 Region priority competitions: 1513 Regions ranked: 3026 Hierarchical selections: 1513 Lower-priority evaluations deferred: 1510 Highest selected priority score: 7810 Left/right priority wins: 0/1513 Priority ties: 0 Last priority decision: LEFT:R2:score=3410 | RIGHT:R1:score=7810 | selected=RIGHT LEFT AISLE ---------- Total moves: 2643 Maximum occupied tiles: 15 Seat events: 146 Single-blocker events: 40 Multiple-blocker events: 11 Temporary aisle reoccupations: 63 RIGHT AISLE ----------- Total moves: 2215 Maximum occupied tiles: 16 Seat events: 126 Single-blocker events: 30 Multiple-blocker events: 11 Temporary aisle reoccupations: 52 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 3285 Reservations granted: 3285 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 11 Remaining waiting at row: 5 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 18348 Longest unresolved passenger ID: 181 Longest unresolved row: 36 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 7 Longest dependency chain: P6(14I/RIGHT) -> P157(27J/RIGHT) -> P261(29H/RIGHT) -> P128(21J/RIGHT) -> P146(12H/RIGHT) -> P53(33J/RIGHT) -> P76(13D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 6 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 11 Total blocked ticks: 32767 Total stationary ticks: 167302 Seat-event requests: 3448 Failed seat-event starts: 3176 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 76 Critical blocker identity: P76->13D(RIGHT) Direct fan-out: 1 Total indirect descendants: 6 Critical tree size including blocker: 7 Critical tree depth: 7 Frozen internal components: 5 Terminal WAITING_FOR_SEAT_EVENT nodes: 5 Unresolved internal passengers: 16 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 9 Critical blocker tree: P76(13D/RIGHT/WAITING_FOR_SEAT_EVENT) P53(33J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P146(12H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P128(21J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P261(29H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P157(27J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P6(14I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1662 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 14|15|16 Critical blocker unavailable yield tiles: 16 Critical blocker yield-tile occupants: 287 Waiting-row passengers with zero blockers: 3 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1662 Rear-boundary failures: 1514 Middle-bank reservation failures: 0 Active-event deferrals: 674 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[287]: P287(18I/RIGHT/MOVING_IN_AISLE@tile16) -> P113(17F/RIGHT/WAITING_AT_ROW@tile17) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P113->17F(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P287{seat=18I,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=16,directBlocker=113,lastMoveTick=874,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 14|15|16 Current unavailable yield tiles: 16 Current yield-tile occupants: 287 Final row-event chain: 76|287|113 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3448\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1664\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 39 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 01:47:04 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 4783790101901 Scenario number: 28 Scenario seed: 5115000450682757011 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 288 Occupancy: 80% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.78% Blocker-prone seat share (topology component): 60.42% Aisle-assignment balance: 96.53% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2542 Passengers seated: 272/288 Average waiting ticks: 502.65 Longest waiting passenger: P76->13D(RIGHT) Longest waiting ticks: 2529 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 3 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 7 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 3175 Regions dissolved: 0 Repeated reconstructions avoided: 3175 Largest region lifetime: 1649 Maximum simultaneous active regions: 2 Regions active at termination: 2 Last lifecycle event: UPDATE:R1:age=1649:occupied=7 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1639 State changes reopening evaluation: 1 Region priority competitions: 1513 Regions ranked: 3026 Hierarchical selections: 1513 Lower-priority evaluations deferred: 1510 Highest selected priority score: 7810 Left/right priority wins: 0/1513 Priority ties: 0 Last priority decision: LEFT:R2:score=3410 | RIGHT:R1:score=7810 | selected=RIGHT LEFT AISLE ---------- Total moves: 2643 Maximum occupied tiles: 15 Seat events: 146 Single-blocker events: 40 Multiple-blocker events: 11 Temporary aisle reoccupations: 63 RIGHT AISLE ----------- Total moves: 2215 Maximum occupied tiles: 16 Seat events: 126 Single-blocker events: 30 Multiple-blocker events: 11 Temporary aisle reoccupations: 52 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 3285 Reservations granted: 3285 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 11 Remaining waiting at row: 5 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 18362 Longest unresolved passenger ID: 181 Longest unresolved row: 36 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 7 Longest dependency chain: P6(14I/RIGHT) -> P157(27J/RIGHT) -> P261(29H/RIGHT) -> P128(21J/RIGHT) -> P146(12H/RIGHT) -> P53(33J/RIGHT) -> P76(13D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 6 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 11 Total blocked ticks: 32798 Total stationary ticks: 167313 Seat-event requests: 3449 Failed seat-event starts: 3177 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 76 Critical blocker identity: P76->13D(RIGHT) Direct fan-out: 1 Total indirect descendants: 6 Critical tree size including blocker: 7 Critical tree depth: 7 Frozen internal components: 5 Terminal WAITING_FOR_SEAT_EVENT nodes: 5 Unresolved internal passengers: 16 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 9 Critical blocker tree: P76(13D/RIGHT/WAITING_FOR_SEAT_EVENT) P53(33J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P146(12H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P128(21J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P261(29H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P157(27J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P6(14I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1663 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 14|15|16 Critical blocker unavailable yield tiles: 16 Critical blocker yield-tile occupants: 287 Waiting-row passengers with zero blockers: 3 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1663 Rear-boundary failures: 1514 Middle-bank reservation failures: 0 Active-event deferrals: 675 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[287]: P287(18I/RIGHT/MOVING_IN_AISLE@tile16) -> P113(17F/RIGHT/WAITING_AT_ROW@tile17) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P113->17F(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P287{seat=18I,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=16,directBlocker=113,lastMoveTick=874,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 14|15|16 Current unavailable yield tiles: 16 Current yield-tile occupants: 287 Final row-event chain: 76|287|113 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3449\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1665\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 28 | standardDataset=272/288 (94.44%) | finalTwoRowRiskDispersionDataset=272/288 (94.44%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=MOVING_PASSENGER_YIELD_CHAIN | finalTwoRowRiskDispersionFamily=MOVING_PASSENGER_YIELD_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 39 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 01:47:04 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 4783790101901 Scenario number: 29 Scenario seed: -6507464531168425156 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.07% Blocker-prone seat share (topology component): 59.94% Aisle-assignment balance: 97.66% OUTCOME ------- Status: SUCCESS Completed ticks: 1234 Passengers seated: 342/342 Average waiting ticks: 567.73 Longest waiting passenger: P304->5B(LEFT) Longest waiting ticks: 1188 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 22 Regions dissolved: 1 Repeated reconstructions avoided: 22 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=23 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2953 Maximum occupied tiles: 13 Seat events: 175 Single-blocker events: 49 Multiple-blocker events: 26 Temporary aisle reoccupations: 107 RIGHT AISLE ----------- Total moves: 2984 Maximum occupied tiles: 16 Seat events: 167 Single-blocker events: 44 Multiple-blocker events: 27 Temporary aisle reoccupations: 105 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 147 Reservations granted: 146 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7437 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8802 Total stationary ticks: 200350 Seat-event requests: 358 Failed seat-event starts: 16 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 700 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 16 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 700 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 359\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 19\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 39 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 01:47:04 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 4783790101901 Scenario number: 29 Scenario seed: -6507464531168425156 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 28.07% Blocker-prone seat share (topology component): 59.94% Aisle-assignment balance: 97.66% OUTCOME ------- Status: SUCCESS Completed ticks: 1234 Passengers seated: 342/342 Average waiting ticks: 567.74 Longest waiting passenger: P304->5B(LEFT) Longest waiting ticks: 1188 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 22 Regions dissolved: 1 Repeated reconstructions avoided: 22 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=23 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2953 Maximum occupied tiles: 13 Seat events: 175 Single-blocker events: 49 Multiple-blocker events: 26 Temporary aisle reoccupations: 107 RIGHT AISLE ----------- Total moves: 2984 Maximum occupied tiles: 16 Seat events: 167 Single-blocker events: 44 Multiple-blocker events: 27 Temporary aisle reoccupations: 105 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 147 Reservations granted: 146 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7443 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8797 Total stationary ticks: 200348 Seat-event requests: 358 Failed seat-event starts: 16 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 702 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 16 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 702 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 359\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 19\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 29 | standardDataset=342/342 (100.00%) | finalTwoRowRiskDispersionDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 39 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 01:47:04 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 4783790101901 Scenario number: 30 Scenario seed: -975475151720841779 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 288 Occupancy: 80% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.47% Blocker-prone seat share (topology component): 60.42% Aisle-assignment balance: 92.36% OUTCOME ------- Status: SUCCESS Completed ticks: 1109 Passengers seated: 288/288 Average waiting ticks: 479.91 Longest waiting passenger: P74->24D(RIGHT) Longest waiting ticks: 1043 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 5 Clusters detected: 5 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 8 Selected release potential total: 10 Last cluster decision: RIGHT:region=R5:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 5 Region updates: 90 Regions dissolved: 5 Repeated reconstructions avoided: 90 Largest region lifetime: 41 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R5:lifetime=4 Confirmation deferral ticks: 6 Regions reaching confirmation: 2 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2314 Maximum occupied tiles: 13 Seat events: 133 Single-blocker events: 32 Multiple-blocker events: 12 Temporary aisle reoccupations: 56 RIGHT AISLE ----------- Total moves: 2722 Maximum occupied tiles: 13 Seat events: 155 Single-blocker events: 42 Multiple-blocker events: 22 Temporary aisle reoccupations: 90 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 132 Reservations granted: 130 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6757 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8323 Total stationary ticks: 144227 Seat-event requests: 312 Failed seat-event starts: 24 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 715 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 24 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 715 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 312\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 4\nOccupied-space rejections: 27\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 39 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 01:47:04 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 4783790101901 Scenario number: 30 Scenario seed: -975475151720841779 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 288 Occupancy: 80% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 28.47% Blocker-prone seat share (topology component): 60.42% Aisle-assignment balance: 92.36% OUTCOME ------- Status: SUCCESS Completed ticks: 1109 Passengers seated: 288/288 Average waiting ticks: 479.85 Longest waiting passenger: P74->24D(RIGHT) Longest waiting ticks: 1043 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 5 Clusters detected: 5 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 8 Selected release potential total: 10 Last cluster decision: RIGHT:region=R5:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 5 Region updates: 90 Regions dissolved: 5 Repeated reconstructions avoided: 90 Largest region lifetime: 41 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R5:lifetime=4 Confirmation deferral ticks: 6 Regions reaching confirmation: 2 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2314 Maximum occupied tiles: 14 Seat events: 133 Single-blocker events: 32 Multiple-blocker events: 12 Temporary aisle reoccupations: 56 RIGHT AISLE ----------- Total moves: 2722 Maximum occupied tiles: 13 Seat events: 155 Single-blocker events: 42 Multiple-blocker events: 22 Temporary aisle reoccupations: 90 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 132 Reservations granted: 130 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6767 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8332 Total stationary ticks: 144231 Seat-event requests: 312 Failed seat-event starts: 24 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 707 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 24 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 707 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 312\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 4\nOccupied-space rejections: 27\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 30 | standardDataset=288/288 (100.00%) | finalTwoRowRiskDispersionDataset=288/288 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=5 | clusterSelections=2 | clusterStarts=3 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ************************************************************ BATCH EXPERIMENT SUMMARY RESEARCH EXPERIMENT 39 FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II ************************************************************ Experiment seed: 4783790101901 Scenarios executed: 60 Successful completions: 55 Incomplete/MAX_TICKS: 5 Average completed ticks: 1119.18 Average waiting ticks: 448.58 ************************************************************ ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 40 HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 01:53:31 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 5783790101901 Scenario number: 1 Scenario seed: -2172609694725240996 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.77% Blocker-prone seat share (topology component): 74.56% Aisle-assignment balance: 97.37% OUTCOME ------- Status: SUCCESS Completed ticks: 837 Passengers seated: 228/228 Average waiting ticks: 371.02 Longest waiting passenger: P99->23B(LEFT) Longest waiting ticks: 788 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 33 Regions dissolved: 2 Repeated reconstructions avoided: 33 Largest region lifetime: 22 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1705 Maximum occupied tiles: 11 Seat events: 117 Single-blocker events: 29 Multiple-blocker events: 13 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1596 Maximum occupied tiles: 11 Seat events: 111 Single-blocker events: 31 Multiple-blocker events: 10 Temporary aisle reoccupations: 57 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 129 Reservations granted: 125 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4477 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5540 Total stationary ticks: 88453 Seat-event requests: 240 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 452 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 452 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 243\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 40 HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 01:53:31 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 5783790101901 Scenario number: 1 Scenario seed: -2172609694725240996 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.77% Blocker-prone seat share (topology component): 74.56% Aisle-assignment balance: 97.37% OUTCOME ------- Status: SUCCESS Completed ticks: 837 Passengers seated: 228/228 Average waiting ticks: 371.05 Longest waiting passenger: P99->23B(LEFT) Longest waiting ticks: 793 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 33 Regions dissolved: 2 Repeated reconstructions avoided: 33 Largest region lifetime: 22 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1705 Maximum occupied tiles: 11 Seat events: 117 Single-blocker events: 29 Multiple-blocker events: 13 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1596 Maximum occupied tiles: 11 Seat events: 111 Single-blocker events: 31 Multiple-blocker events: 10 Temporary aisle reoccupations: 57 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 129 Reservations granted: 125 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4472 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5536 Total stationary ticks: 88454 Seat-event requests: 240 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 453 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 453 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 243\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 01 | standardDataset=228/228 (100.00%) | finalTwoRowRiskDispersionDataset=228/228 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 40 HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 01:53:31 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 5783790101901 Scenario number: 2 Scenario seed: -5152596973344753607 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.78% Blocker-prone seat share (topology component): 59.65% Aisle-assignment balance: 97.66% OUTCOME ------- Status: SUCCESS Completed ticks: 1224 Passengers seated: 342/342 Average waiting ticks: 564.97 Longest waiting passenger: P5->8F(RIGHT) Longest waiting ticks: 1171 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: LEFT:tiles9-13:occupied=4:anchor=P240:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 20 Regions dissolved: 1 Repeated reconstructions avoided: 20 Largest region lifetime: 21 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=21 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2864 Maximum occupied tiles: 15 Seat events: 167 Single-blocker events: 50 Multiple-blocker events: 27 Temporary aisle reoccupations: 106 RIGHT AISLE ----------- Total moves: 3083 Maximum occupied tiles: 13 Seat events: 175 Single-blocker events: 51 Multiple-blocker events: 22 Temporary aisle reoccupations: 98 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 142 Reservations granted: 142 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7504 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9146 Total stationary ticks: 199683 Seat-event requests: 369 Failed seat-event starts: 27 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 759 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 27 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 759 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 368\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 9\nOccupied-space rejections: 30\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 40 HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 01:53:31 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 5783790101901 Scenario number: 2 Scenario seed: -5152596973344753607 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.78% Blocker-prone seat share (topology component): 59.65% Aisle-assignment balance: 97.66% OUTCOME ------- Status: SUCCESS Completed ticks: 1224 Passengers seated: 342/342 Average waiting ticks: 564.97 Longest waiting passenger: P5->8F(RIGHT) Longest waiting ticks: 1171 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: LEFT:tiles9-13:occupied=4:anchor=P240:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 20 Regions dissolved: 1 Repeated reconstructions avoided: 20 Largest region lifetime: 21 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=21 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2864 Maximum occupied tiles: 15 Seat events: 167 Single-blocker events: 50 Multiple-blocker events: 27 Temporary aisle reoccupations: 106 RIGHT AISLE ----------- Total moves: 3083 Maximum occupied tiles: 13 Seat events: 175 Single-blocker events: 51 Multiple-blocker events: 22 Temporary aisle reoccupations: 98 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 142 Reservations granted: 142 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7504 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9146 Total stationary ticks: 199683 Seat-event requests: 369 Failed seat-event starts: 27 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 759 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 27 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 759 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 368\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 9\nOccupied-space rejections: 30\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 02 | standardDataset=342/342 (100.00%) | finalTwoRowRiskDispersionDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 40 HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 01:53:31 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 5783790101901 Scenario number: 3 Scenario seed: -2387755417550711749 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.50% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 95.04% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2467 Passengers seated: 268/282 Average waiting ticks: 469.90 Longest waiting passenger: P240->31A(LEFT) Longest waiting ticks: 2401 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 15 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 14 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1807 Regions dissolved: 1 Repeated reconstructions avoided: 1807 Largest region lifetime: 1794 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1794:occupied=14 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1578 State changes reopening evaluation: 14 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2224 Maximum occupied tiles: 19 Seat events: 134 Single-blocker events: 32 Multiple-blocker events: 14 Temporary aisle reoccupations: 60 RIGHT AISLE ----------- Total moves: 2079 Maximum occupied tiles: 13 Seat events: 134 Single-blocker events: 36 Multiple-blocker events: 15 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 92 Reservations granted: 92 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 13 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 21596 Longest unresolved passenger ID: 241 Longest unresolved row: 31 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 14 Longest dependency chain: P173(21A/LEFT) -> P199(22B/LEFT) -> P64(24B/LEFT) -> P46(27A/LEFT) -> P244(24E/LEFT) -> P279(32C/LEFT) -> P233(28D/LEFT) -> P182(32B/LEFT) -> P187(28E/LEFT) -> P25(30F/LEFT) -> P157(30D/LEFT) -> P189(30A/LEFT) -> P241(31F/LEFT) -> P240(31A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 173 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 13 Total blocked ticks: 29408 Total stationary ticks: 157877 Seat-event requests: 1887 Failed seat-event starts: 1619 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 240 Critical blocker identity: P240->31A(LEFT) Direct fan-out: 1 Total indirect descendants: 13 Critical tree size including blocker: 14 Critical tree depth: 14 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 14 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P240(31A/LEFT/WAITING_FOR_SEAT_EVENT) P241(31F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P189(30A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P157(30D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P25(30F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P187(28E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P182(32B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P233(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P279(32C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P244(24E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P46(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P64(24B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P199(22B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P173(21A/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1606 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 32|33 Critical blocker unavailable yield tiles: 33 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 13 Rear-boundary failures: 1606 Middle-bank reservation failures: 0 Active-event deferrals: 922 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 32|33 Current unavailable yield tiles: 33 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1887\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 40 HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 01:53:31 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 5783790101901 Scenario number: 3 Scenario seed: -2387755417550711749 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.50% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1037 Passengers seated: 282/282 Average waiting ticks: 468.76 Longest waiting passenger: P207->9D(LEFT) Longest waiting ticks: 1006 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 14 Regions dissolved: 1 Repeated reconstructions avoided: 14 Largest region lifetime: 15 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=15 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2271 Maximum occupied tiles: 12 Seat events: 148 Single-blocker events: 35 Multiple-blocker events: 19 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 2079 Maximum occupied tiles: 13 Seat events: 134 Single-blocker events: 36 Multiple-blocker events: 15 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 98 Reservations granted: 98 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5383 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6822 Total stationary ticks: 136673 Seat-event requests: 295 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 789 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 789 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 03 | standardDataset=268/282 (95.04%) | finalTwoRowRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+14 | completionDelta=+4.96% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=true | finalTwoRowRiskDispersionWorse=false | standardFamily=REAR_BOUNDARY_LOCK | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 40 HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 01:53:31 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 5783790101901 Scenario number: 4 Scenario seed: -8361263071833741847 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 75.44% Aisle-assignment balance: 97.37% OUTCOME ------- Status: SUCCESS Completed ticks: 824 Passengers seated: 228/228 Average waiting ticks: 371.61 Longest waiting passenger: P153->1F(RIGHT) Longest waiting ticks: 780 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 31 Regions dissolved: 3 Repeated reconstructions avoided: 31 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 0 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1647 Maximum occupied tiles: 12 Seat events: 111 Single-blocker events: 26 Multiple-blocker events: 13 Temporary aisle reoccupations: 58 RIGHT AISLE ----------- Total moves: 1664 Maximum occupied tiles: 12 Seat events: 117 Single-blocker events: 34 Multiple-blocker events: 8 Temporary aisle reoccupations: 52 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 129 Reservations granted: 123 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4451 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5513 Total stationary ticks: 88519 Seat-event requests: 236 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 501 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 501 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 242\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 40 HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 01:53:31 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 5783790101901 Scenario number: 4 Scenario seed: -8361263071833741847 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 75.44% Aisle-assignment balance: 97.37% OUTCOME ------- Status: SUCCESS Completed ticks: 824 Passengers seated: 228/228 Average waiting ticks: 371.75 Longest waiting passenger: P153->1F(RIGHT) Longest waiting ticks: 780 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 31 Regions dissolved: 3 Repeated reconstructions avoided: 31 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 0 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1647 Maximum occupied tiles: 12 Seat events: 111 Single-blocker events: 26 Multiple-blocker events: 13 Temporary aisle reoccupations: 58 RIGHT AISLE ----------- Total moves: 1664 Maximum occupied tiles: 12 Seat events: 117 Single-blocker events: 34 Multiple-blocker events: 8 Temporary aisle reoccupations: 52 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 129 Reservations granted: 123 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4421 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5465 Total stationary ticks: 88505 Seat-event requests: 236 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 498 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 498 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 242\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 04 | standardDataset=228/228 (100.00%) | finalTwoRowRiskDispersionDataset=228/228 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 40 HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 01:53:31 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 5783790101901 Scenario number: 5 Scenario seed: -3753695831176224950 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.77% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 87.72% OUTCOME ------- Status: SUCCESS Completed ticks: 903 Passengers seated: 228/228 Average waiting ticks: 374.56 Longest waiting passenger: P213->2E(RIGHT) Longest waiting ticks: 846 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1461 Maximum occupied tiles: 11 Seat events: 100 Single-blocker events: 28 Multiple-blocker events: 4 Temporary aisle reoccupations: 37 RIGHT AISLE ----------- Total moves: 1832 Maximum occupied tiles: 11 Seat events: 128 Single-blocker events: 31 Multiple-blocker events: 14 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 121 Reservations granted: 121 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4079 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5143 Total stationary ticks: 88807 Seat-event requests: 234 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 537 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 537 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 234\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 40 HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 01:53:31 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 5783790101901 Scenario number: 5 Scenario seed: -3753695831176224950 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.77% Blocker-prone seat share (topology component): 75.00% Aisle-assignment balance: 87.72% OUTCOME ------- Status: SUCCESS Completed ticks: 903 Passengers seated: 228/228 Average waiting ticks: 374.47 Longest waiting passenger: P213->2E(RIGHT) Longest waiting ticks: 846 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1461 Maximum occupied tiles: 11 Seat events: 100 Single-blocker events: 28 Multiple-blocker events: 4 Temporary aisle reoccupations: 37 RIGHT AISLE ----------- Total moves: 1832 Maximum occupied tiles: 11 Seat events: 128 Single-blocker events: 31 Multiple-blocker events: 14 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 121 Reservations granted: 121 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4098 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5130 Total stationary ticks: 88805 Seat-event requests: 234 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 512 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 512 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 234\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 05 | standardDataset=228/228 (100.00%) | finalTwoRowRiskDispersionDataset=228/228 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 40 HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 01:53:31 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 5783790101901 Scenario number: 6 Scenario seed: -6736106924409130971 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.46% Blocker-prone seat share (topology component): 76.32% Aisle-assignment balance: 92.98% OUTCOME ------- Status: SUCCESS Completed ticks: 871 Passengers seated: 228/228 Average waiting ticks: 371.69 Longest waiting passenger: P31->29D(LEFT) Longest waiting ticks: 800 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 38 Regions dissolved: 2 Repeated reconstructions avoided: 38 Largest region lifetime: 27 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=27 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1848 Maximum occupied tiles: 13 Seat events: 122 Single-blocker events: 25 Multiple-blocker events: 12 Temporary aisle reoccupations: 53 RIGHT AISLE ----------- Total moves: 1408 Maximum occupied tiles: 11 Seat events: 106 Single-blocker events: 28 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 125 Reservations granted: 125 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4378 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5695 Total stationary ticks: 88547 Seat-event requests: 240 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 644 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 644 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 240\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 40 HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 01:53:31 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 5783790101901 Scenario number: 6 Scenario seed: -6736106924409130971 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 32.46% Blocker-prone seat share (topology component): 76.32% Aisle-assignment balance: 92.98% OUTCOME ------- Status: SUCCESS Completed ticks: 871 Passengers seated: 228/228 Average waiting ticks: 371.81 Longest waiting passenger: P31->29D(LEFT) Longest waiting ticks: 800 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 26 Regions dissolved: 1 Repeated reconstructions avoided: 26 Largest region lifetime: 27 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=27 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1848 Maximum occupied tiles: 13 Seat events: 122 Single-blocker events: 25 Multiple-blocker events: 12 Temporary aisle reoccupations: 53 RIGHT AISLE ----------- Total moves: 1408 Maximum occupied tiles: 11 Seat events: 106 Single-blocker events: 28 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 125 Reservations granted: 123 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4358 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5693 Total stationary ticks: 88546 Seat-event requests: 238 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 666 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 666 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 240\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 06 | standardDataset=228/228 (100.00%) | finalTwoRowRiskDispersionDataset=228/228 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 40 HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 01:53:31 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 5783790101901 Scenario number: 7 Scenario seed: 5488017863153905755 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.20% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 99.15% OUTCOME ------- Status: SUCCESS Completed ticks: 1255 Passengers seated: 353/353 Average waiting ticks: 587.74 Longest waiting passenger: P334->18A(LEFT) Longest waiting ticks: 1196 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3160 Maximum occupied tiles: 15 Seat events: 178 Single-blocker events: 56 Multiple-blocker events: 29 Temporary aisle reoccupations: 122 RIGHT AISLE ----------- Total moves: 2994 Maximum occupied tiles: 15 Seat events: 175 Single-blocker events: 48 Multiple-blocker events: 26 Temporary aisle reoccupations: 102 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 153 Reservations granted: 152 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7733 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9408 Total stationary ticks: 214059 Seat-event requests: 374 Failed seat-event starts: 21 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 810 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 21 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 810 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 40 HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 01:53:31 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 5783790101901 Scenario number: 7 Scenario seed: 5488017863153905755 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.20% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 99.15% OUTCOME ------- Status: SUCCESS Completed ticks: 1255 Passengers seated: 353/353 Average waiting ticks: 587.74 Longest waiting passenger: P334->18A(LEFT) Longest waiting ticks: 1196 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3160 Maximum occupied tiles: 15 Seat events: 178 Single-blocker events: 56 Multiple-blocker events: 29 Temporary aisle reoccupations: 122 RIGHT AISLE ----------- Total moves: 2994 Maximum occupied tiles: 15 Seat events: 175 Single-blocker events: 48 Multiple-blocker events: 26 Temporary aisle reoccupations: 102 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 153 Reservations granted: 152 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7733 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9408 Total stationary ticks: 214059 Seat-event requests: 374 Failed seat-event starts: 21 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 810 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 21 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 810 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 07 | standardDataset=353/353 (100.00%) | finalTwoRowRiskDispersionDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 40 HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 01:53:31 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 5783790101901 Scenario number: 8 Scenario seed: 7152691860480306656 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.49% Blocker-prone seat share (topology component): 59.06% Aisle-assignment balance: 97.66% OUTCOME ------- Status: SUCCESS Completed ticks: 1244 Passengers seated: 342/342 Average waiting ticks: 579.88 Longest waiting passenger: P4->8B(LEFT) Longest waiting ticks: 1202 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles1-3:occupied=3:anchor=P131:selected=P191:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2992 Maximum occupied tiles: 12 Seat events: 175 Single-blocker events: 42 Multiple-blocker events: 26 Temporary aisle reoccupations: 99 RIGHT AISLE ----------- Total moves: 2949 Maximum occupied tiles: 13 Seat events: 167 Single-blocker events: 59 Multiple-blocker events: 13 Temporary aisle reoccupations: 87 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 149 Reservations granted: 149 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7044 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8222 Total stationary ticks: 204049 Seat-event requests: 357 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 643 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 643 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 356\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 6\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 40 HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 01:53:31 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 5783790101901 Scenario number: 8 Scenario seed: 7152691860480306656 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.49% Blocker-prone seat share (topology component): 59.06% Aisle-assignment balance: 97.66% OUTCOME ------- Status: SUCCESS Completed ticks: 1244 Passengers seated: 342/342 Average waiting ticks: 579.92 Longest waiting passenger: P4->8B(LEFT) Longest waiting ticks: 1202 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles1-3:occupied=3:anchor=P131:selected=P191:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2992 Maximum occupied tiles: 12 Seat events: 175 Single-blocker events: 42 Multiple-blocker events: 26 Temporary aisle reoccupations: 99 RIGHT AISLE ----------- Total moves: 2949 Maximum occupied tiles: 13 Seat events: 167 Single-blocker events: 59 Multiple-blocker events: 13 Temporary aisle reoccupations: 87 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 149 Reservations granted: 149 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7039 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8222 Total stationary ticks: 204049 Seat-event requests: 357 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 654 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 654 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 356\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 6\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 08 | standardDataset=342/342 (100.00%) | finalTwoRowRiskDispersionDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 40 HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 01:53:31 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 5783790101901 Scenario number: 9 Scenario seed: -7814263294277096657 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.29% Blocker-prone seat share (topology component): 67.15% Aisle-assignment balance: 97.81% OUTCOME ------- Status: SUCCESS Completed ticks: 1009 Passengers seated: 274/274 Average waiting ticks: 462.23 Longest waiting passenger: P136->14G(RIGHT) Longest waiting ticks: 956 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: LEFT:tiles20-22:occupied=3:anchor=P184:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 15 Regions dissolved: 1 Repeated reconstructions avoided: 15 Largest region lifetime: 16 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=16 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2149 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 34 Multiple-blocker events: 9 Temporary aisle reoccupations: 52 RIGHT AISLE ----------- Total moves: 2155 Maximum occupied tiles: 12 Seat events: 140 Single-blocker events: 45 Multiple-blocker events: 13 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 95 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5233 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6321 Total stationary ticks: 130952 Seat-event requests: 283 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 574 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 574 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 284\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 40 HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 01:53:31 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 5783790101901 Scenario number: 9 Scenario seed: -7814263294277096657 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.29% Blocker-prone seat share (topology component): 67.15% Aisle-assignment balance: 97.81% OUTCOME ------- Status: SUCCESS Completed ticks: 1009 Passengers seated: 274/274 Average waiting ticks: 462.23 Longest waiting passenger: P136->14G(RIGHT) Longest waiting ticks: 956 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: LEFT:tiles20-22:occupied=3:anchor=P184:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 15 Regions dissolved: 1 Repeated reconstructions avoided: 15 Largest region lifetime: 16 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=16 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2149 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 34 Multiple-blocker events: 9 Temporary aisle reoccupations: 52 RIGHT AISLE ----------- Total moves: 2155 Maximum occupied tiles: 12 Seat events: 140 Single-blocker events: 45 Multiple-blocker events: 13 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 95 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5238 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6326 Total stationary ticks: 130957 Seat-event requests: 283 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 574 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 574 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 284\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 09 | standardDataset=274/274 (100.00%) | finalTwoRowRiskDispersionDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=2 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 40 HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 01:53:31 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 5783790101901 Scenario number: 10 Scenario seed: -8139813722010085291 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 99.29% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2484 Passengers seated: 274/282 Average waiting ticks: 474.01 Longest waiting passenger: P44->29D(RIGHT) Longest waiting ticks: 2423 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 8 Cluster candidates evaluated: 8 Executable cluster candidates: 1 Rejected cluster candidates: 7 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 8 Selected release potential total: 3 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1659 Regions dissolved: 1 Repeated reconstructions avoided: 1659 Largest region lifetime: 1650 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1650:occupied=8 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1560 State changes reopening evaluation: 6 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2180 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 38 Multiple-blocker events: 13 Temporary aisle reoccupations: 64 RIGHT AISLE ----------- Total moves: 2192 Maximum occupied tiles: 15 Seat events: 134 Single-blocker events: 36 Multiple-blocker events: 11 Temporary aisle reoccupations: 58 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1665 Reservations granted: 1665 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 6 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 10109 Longest unresolved passenger ID: 93 Longest unresolved row: 32 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 6 Longest dependency chain: P147(26E/RIGHT) -> P210(31H/RIGHT) -> P35(31F/RIGHT) -> P73(31I/RIGHT) -> P117(29I/RIGHT) -> P44(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 147 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 6 Total blocked ticks: 19703 Total stationary ticks: 147923 Seat-event requests: 1857 Failed seat-event starts: 1583 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 44 Critical blocker identity: P44->29D(RIGHT) Direct fan-out: 1 Total indirect descendants: 5 Critical tree size including blocker: 6 Critical tree depth: 6 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 8 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P44(29D/RIGHT/WAITING_FOR_SEAT_EVENT) P117(29I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P73(31I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P35(31F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P210(31H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P147(26E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1581 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: 93 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1581 Rear-boundary failures: 2 Middle-bank reservation failures: 0 Active-event deferrals: 815 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[93]: P93(32D/RIGHT/MOVING_IN_AISLE@tile31) -> P145(32H/RIGHT/WAITING_AT_ROW@tile32) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P145->32H(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P93{seat=32D,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=31,directBlocker=145,lastMoveTick=814,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: 93 Final row-event chain: 44|93|145 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1856\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 1585\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 40 HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 01:53:31 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 5783790101901 Scenario number: 10 Scenario seed: -8139813722010085291 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 99.29% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2484 Passengers seated: 274/282 Average waiting ticks: 475.04 Longest waiting passenger: P44->29D(RIGHT) Longest waiting ticks: 2423 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 9 Cluster candidates evaluated: 9 Executable cluster candidates: 1 Rejected cluster candidates: 8 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 8 Selected release potential total: 3 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1657 Regions dissolved: 1 Repeated reconstructions avoided: 1657 Largest region lifetime: 1648 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1648:occupied=8 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1557 State changes reopening evaluation: 7 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2180 Maximum occupied tiles: 12 Seat events: 140 Single-blocker events: 38 Multiple-blocker events: 13 Temporary aisle reoccupations: 64 RIGHT AISLE ----------- Total moves: 2192 Maximum occupied tiles: 15 Seat events: 134 Single-blocker events: 36 Multiple-blocker events: 11 Temporary aisle reoccupations: 58 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1663 Reservations granted: 1663 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 6 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 10063 Longest unresolved passenger ID: 93 Longest unresolved row: 32 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 6 Longest dependency chain: P147(26E/RIGHT) -> P210(31H/RIGHT) -> P35(31F/RIGHT) -> P73(31I/RIGHT) -> P117(29I/RIGHT) -> P44(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 147 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 6 Total blocked ticks: 19626 Total stationary ticks: 148137 Seat-event requests: 1855 Failed seat-event starts: 1581 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 44 Critical blocker identity: P44->29D(RIGHT) Direct fan-out: 1 Total indirect descendants: 5 Critical tree size including blocker: 6 Critical tree depth: 6 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 8 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P44(29D/RIGHT/WAITING_FOR_SEAT_EVENT) P117(29I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P73(31I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P35(31F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P210(31H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P147(26E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1579 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: 93 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1579 Rear-boundary failures: 2 Middle-bank reservation failures: 0 Active-event deferrals: 818 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[93]: P93(32D/RIGHT/MOVING_IN_AISLE@tile31) -> P145(32H/RIGHT/WAITING_AT_ROW@tile32) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P145->32H(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P93{seat=32D,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=31,directBlocker=145,lastMoveTick=816,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: 93 Final row-event chain: 44|93|145 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1854\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 1583\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 10 | standardDataset=274/282 (97.16%) | finalTwoRowRiskDispersionDataset=274/282 (97.16%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=MOVING_PASSENGER_YIELD_CHAIN | finalTwoRowRiskDispersionFamily=MOVING_PASSENGER_YIELD_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 40 HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 01:53:32 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 5783790101901 Scenario number: 11 Scenario seed: -8028970707730436665 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.05% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 98.02% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2706 Passengers seated: 343/353 Average waiting ticks: 604.67 Longest waiting passenger: P110->29A(LEFT) Longest waiting ticks: 2662 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 11 Cluster candidates evaluated: 15 Executable cluster candidates: 1 Rejected cluster candidates: 14 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 8 Selected release potential total: 5 Last cluster decision: LEFT:region=R4:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 1627 Regions dissolved: 3 Repeated reconstructions avoided: 1627 Largest region lifetime: 1565 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R4:age=1565:occupied=5 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1511 State changes reopening evaluation: 9 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3215 Maximum occupied tiles: 15 Seat events: 170 Single-blocker events: 49 Multiple-blocker events: 22 Temporary aisle reoccupations: 97 RIGHT AISLE ----------- Total moves: 3028 Maximum occupied tiles: 15 Seat events: 173 Single-blocker events: 51 Multiple-blocker events: 19 Temporary aisle reoccupations: 92 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1659 Reservations granted: 1656 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 5 Remaining waiting at row: 5 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 8881 Longest unresolved passenger ID: 43 Longest unresolved row: 36 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P40(27A/LEFT) -> P168(30E/LEFT) -> P71(32B/LEFT) -> P110(29A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 40 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 5 Total blocked ticks: 24992 Total stationary ticks: 227815 Seat-event requests: 1893 Failed seat-event starts: 1550 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 110 Critical blocker identity: P110->29A(LEFT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 5 Terminal WAITING_FOR_SEAT_EVENT nodes: 5 Unresolved internal passengers: 10 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 6 Critical blocker tree: P110(29A/LEFT/WAITING_FOR_SEAT_EVENT) P71(32B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P168(30E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P40(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1550 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: 224 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 4 Yield-tile occupied failures: 1550 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 1079 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[224]: P224(31F/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P224->31F(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P224{seat=31F,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=1170,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: 224 Final row-event chain: 110|224 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 5 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1895\nPrecedence substitutions made: 3\nDependency chains followed: 43\nBlocked by waiting-row occupant: 43\nSubstituted events started: 5\nOccupied-space rejections: 3128\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 40 HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 01:53:32 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 5783790101901 Scenario number: 11 Scenario seed: -8028970707730436665 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 28.05% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 98.02% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2706 Passengers seated: 343/353 Average waiting ticks: 604.74 Longest waiting passenger: P110->29A(LEFT) Longest waiting ticks: 2662 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 11 Cluster candidates evaluated: 15 Executable cluster candidates: 1 Rejected cluster candidates: 14 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 8 Selected release potential total: 5 Last cluster decision: LEFT:region=R4:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 1627 Regions dissolved: 3 Repeated reconstructions avoided: 1627 Largest region lifetime: 1565 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R4:age=1565:occupied=5 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1511 State changes reopening evaluation: 9 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3215 Maximum occupied tiles: 15 Seat events: 170 Single-blocker events: 49 Multiple-blocker events: 22 Temporary aisle reoccupations: 97 RIGHT AISLE ----------- Total moves: 3028 Maximum occupied tiles: 15 Seat events: 173 Single-blocker events: 51 Multiple-blocker events: 19 Temporary aisle reoccupations: 92 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1659 Reservations granted: 1656 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 5 Remaining waiting at row: 5 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 8909 Longest unresolved passenger ID: 43 Longest unresolved row: 36 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P40(27A/LEFT) -> P168(30E/LEFT) -> P71(32B/LEFT) -> P110(29A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 40 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 5 Total blocked ticks: 25000 Total stationary ticks: 227818 Seat-event requests: 1893 Failed seat-event starts: 1550 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 110 Critical blocker identity: P110->29A(LEFT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 5 Terminal WAITING_FOR_SEAT_EVENT nodes: 5 Unresolved internal passengers: 10 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 6 Critical blocker tree: P110(29A/LEFT/WAITING_FOR_SEAT_EVENT) P71(32B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P168(30E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P40(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1550 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: 224 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 4 Yield-tile occupied failures: 1550 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 1100 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[224]: P224(31F/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P224->31F(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P224{seat=31F,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=1170,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: 224 Final row-event chain: 110|224 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 5 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1895\nPrecedence substitutions made: 3\nDependency chains followed: 43\nBlocked by waiting-row occupant: 43\nSubstituted events started: 5\nOccupied-space rejections: 3128\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 11 | standardDataset=343/353 (97.17%) | finalTwoRowRiskDispersionDataset=343/353 (97.17%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=4 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=LINKED_ROW_EVENT_CHAIN | finalTwoRowRiskDispersionFamily=LINKED_ROW_EVENT_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 40 HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 01:53:32 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 5783790101901 Scenario number: 12 Scenario seed: 170593845252398324 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.78% Blocker-prone seat share (topology component): 59.65% Aisle-assignment balance: 99.42% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2723 Passengers seated: 332/342 Average waiting ticks: 580.70 Longest waiting passenger: P142->14E(LEFT) Longest waiting ticks: 2704 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 6 Clusters detected: 6 Activations without intervention: 10 Cluster candidates evaluated: 6 Executable cluster candidates: 4 Rejected cluster candidates: 2 Cluster selections: 4 Cluster-selected events started: 4 Largest detected cluster: 7 Selected release potential total: 17 Last cluster decision: LEFT:region=R6:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 6 Region updates: 1677 Regions dissolved: 5 Repeated reconstructions avoided: 1677 Largest region lifetime: 1602 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R6:age=1602:occupied=6 Confirmation deferral ticks: 10 Regions reaching confirmation: 4 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1592 State changes reopening evaluation: 6 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2974 Maximum occupied tiles: 14 Seat events: 160 Single-blocker events: 46 Multiple-blocker events: 19 Temporary aisle reoccupations: 88 RIGHT AISLE ----------- Total moves: 2957 Maximum occupied tiles: 15 Seat events: 172 Single-blocker events: 53 Multiple-blocker events: 23 Temporary aisle reoccupations: 100 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1752 Reservations granted: 1752 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 6 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 10427 Longest unresolved passenger ID: 321 Longest unresolved row: 21 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 6 Longest dependency chain: P137(9B/LEFT) -> P115(23D/LEFT) -> P283(8C/LEFT) -> P267(29A/LEFT) -> P221(27E/LEFT) -> P274(10G/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 137 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 6 Total blocked ticks: 25902 Total stationary ticks: 215305 Seat-event requests: 1967 Failed seat-event starts: 1635 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 274 Critical blocker identity: P274->10G(LEFT) Direct fan-out: 1 Total indirect descendants: 5 Critical tree size including blocker: 6 Critical tree depth: 6 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 10 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 4 Critical blocker tree: P274(10G/LEFT/WAITING_FOR_SEAT_EVENT) P221(27E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P267(29A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P283(8C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P115(23D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P137(9B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1635 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 11|12|13 Critical blocker unavailable yield tiles: 13 Critical blocker yield-tile occupants: 321 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1635 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 883 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[321]: P321(21G/LEFT/MOVING_IN_AISLE@tile13) -> P142(14E/LEFT/WAITING_AT_ROW@tile14) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P142->14E(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P321{seat=21G,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=13,directBlocker=142,lastMoveTick=1114,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 11|12|13 Current unavailable yield tiles: 13 Current yield-tile occupants: 321 Final row-event chain: 274|321|142 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1963\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 9\nOccupied-space rejections: 1645\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 40 HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 01:53:32 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 5783790101901 Scenario number: 12 Scenario seed: 170593845252398324 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.78% Blocker-prone seat share (topology component): 59.65% Aisle-assignment balance: 99.42% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2723 Passengers seated: 332/342 Average waiting ticks: 580.72 Longest waiting passenger: P142->14E(LEFT) Longest waiting ticks: 2704 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 6 Clusters detected: 6 Activations without intervention: 10 Cluster candidates evaluated: 6 Executable cluster candidates: 4 Rejected cluster candidates: 2 Cluster selections: 4 Cluster-selected events started: 4 Largest detected cluster: 7 Selected release potential total: 17 Last cluster decision: LEFT:region=R6:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 6 Region updates: 1677 Regions dissolved: 5 Repeated reconstructions avoided: 1677 Largest region lifetime: 1602 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R6:age=1602:occupied=6 Confirmation deferral ticks: 10 Regions reaching confirmation: 4 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1592 State changes reopening evaluation: 6 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2974 Maximum occupied tiles: 14 Seat events: 160 Single-blocker events: 46 Multiple-blocker events: 19 Temporary aisle reoccupations: 88 RIGHT AISLE ----------- Total moves: 2957 Maximum occupied tiles: 15 Seat events: 172 Single-blocker events: 53 Multiple-blocker events: 23 Temporary aisle reoccupations: 100 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1752 Reservations granted: 1752 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 6 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 10423 Longest unresolved passenger ID: 321 Longest unresolved row: 21 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 6 Longest dependency chain: P137(9B/LEFT) -> P115(23D/LEFT) -> P283(8C/LEFT) -> P267(29A/LEFT) -> P221(27E/LEFT) -> P274(10G/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 137 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 6 Total blocked ticks: 25889 Total stationary ticks: 215302 Seat-event requests: 1967 Failed seat-event starts: 1635 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 274 Critical blocker identity: P274->10G(LEFT) Direct fan-out: 1 Total indirect descendants: 5 Critical tree size including blocker: 6 Critical tree depth: 6 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 10 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 4 Critical blocker tree: P274(10G/LEFT/WAITING_FOR_SEAT_EVENT) P221(27E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P267(29A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P283(8C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P115(23D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P137(9B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1635 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 11|12|13 Critical blocker unavailable yield tiles: 13 Critical blocker yield-tile occupants: 321 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1635 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 880 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[321]: P321(21G/LEFT/MOVING_IN_AISLE@tile13) -> P142(14E/LEFT/WAITING_AT_ROW@tile14) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P142->14E(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P321{seat=21G,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=13,directBlocker=142,lastMoveTick=1114,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 11|12|13 Current unavailable yield tiles: 13 Current yield-tile occupants: 321 Final row-event chain: 274|321|142 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1963\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 8\nOccupied-space rejections: 1644\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 12 | standardDataset=332/342 (97.08%) | finalTwoRowRiskDispersionDataset=332/342 (97.08%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=6 | clusterSelections=4 | clusterStarts=4 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=MOVING_PASSENGER_YIELD_CHAIN | finalTwoRowRiskDispersionFamily=MOVING_PASSENGER_YIELD_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 40 HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 01:53:32 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 5783790101901 Scenario number: 13 Scenario seed: 6972908972788911587 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 96.88% OUTCOME ------- Status: SUCCESS Completed ticks: 1301 Passengers seated: 353/353 Average waiting ticks: 591.63 Longest waiting passenger: P263->25I(RIGHT) Longest waiting ticks: 1244 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3064 Maximum occupied tiles: 13 Seat events: 171 Single-blocker events: 43 Multiple-blocker events: 22 Temporary aisle reoccupations: 89 RIGHT AISLE ----------- Total moves: 3122 Maximum occupied tiles: 13 Seat events: 182 Single-blocker events: 50 Multiple-blocker events: 25 Temporary aisle reoccupations: 102 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 151 Reservations granted: 147 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7241 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9003 Total stationary ticks: 214971 Seat-event requests: 367 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 917 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 917 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 40 HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 01:53:32 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 5783790101901 Scenario number: 13 Scenario seed: 6972908972788911587 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 96.88% OUTCOME ------- Status: SUCCESS Completed ticks: 1301 Passengers seated: 353/353 Average waiting ticks: 591.53 Longest waiting passenger: P263->25I(RIGHT) Longest waiting ticks: 1244 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3064 Maximum occupied tiles: 13 Seat events: 171 Single-blocker events: 43 Multiple-blocker events: 22 Temporary aisle reoccupations: 89 RIGHT AISLE ----------- Total moves: 3122 Maximum occupied tiles: 13 Seat events: 182 Single-blocker events: 50 Multiple-blocker events: 25 Temporary aisle reoccupations: 102 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 151 Reservations granted: 147 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7266 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9030 Total stationary ticks: 214979 Seat-event requests: 367 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 906 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 906 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 13 | standardDataset=353/353 (100.00%) | finalTwoRowRiskDispersionDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 40 HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 01:53:32 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 5783790101901 Scenario number: 14 Scenario seed: 2374236281168682250 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.77% Blocker-prone seat share (topology component): 74.56% Aisle-assignment balance: 97.37% OUTCOME ------- Status: SUCCESS Completed ticks: 814 Passengers seated: 228/228 Average waiting ticks: 369.16 Longest waiting passenger: P81->4C(RIGHT) Longest waiting ticks: 769 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles23-25:occupied=3:anchor=P61:selected=P112:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1640 Maximum occupied tiles: 13 Seat events: 111 Single-blocker events: 34 Multiple-blocker events: 12 Temporary aisle reoccupations: 60 RIGHT AISLE ----------- Total moves: 1682 Maximum occupied tiles: 12 Seat events: 117 Single-blocker events: 28 Multiple-blocker events: 10 Temporary aisle reoccupations: 48 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 122 Reservations granted: 116 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4522 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5662 Total stationary ticks: 88064 Seat-event requests: 236 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 528 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 528 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 241\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 40 HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 01:53:32 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 5783790101901 Scenario number: 14 Scenario seed: 2374236281168682250 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.77% Blocker-prone seat share (topology component): 74.56% Aisle-assignment balance: 97.37% OUTCOME ------- Status: SUCCESS Completed ticks: 814 Passengers seated: 228/228 Average waiting ticks: 369.16 Longest waiting passenger: P81->4C(RIGHT) Longest waiting ticks: 769 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles23-25:occupied=3:anchor=P61:selected=P112:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1640 Maximum occupied tiles: 13 Seat events: 111 Single-blocker events: 34 Multiple-blocker events: 12 Temporary aisle reoccupations: 60 RIGHT AISLE ----------- Total moves: 1682 Maximum occupied tiles: 12 Seat events: 117 Single-blocker events: 28 Multiple-blocker events: 10 Temporary aisle reoccupations: 48 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 122 Reservations granted: 116 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4522 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5662 Total stationary ticks: 88064 Seat-event requests: 236 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 528 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 528 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 241\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 14 | standardDataset=228/228 (100.00%) | finalTwoRowRiskDispersionDataset=228/228 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=2 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 40 HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 01:53:32 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 5783790101901 Scenario number: 15 Scenario seed: 223553839186344859 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.34% Aisle-assignment balance: 95.75% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2808 Passengers seated: 349/353 Average waiting ticks: 600.18 Longest waiting passenger: P194->30G(LEFT) Longest waiting ticks: 2719 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: LEFT:tiles16-19:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 9 Regions dissolved: 1 Repeated reconstructions avoided: 9 Largest region lifetime: 10 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=10 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3019 Maximum occupied tiles: 14 Seat events: 165 Single-blocker events: 39 Multiple-blocker events: 27 Temporary aisle reoccupations: 93 RIGHT AISLE ----------- Total moves: 3148 Maximum occupied tiles: 13 Seat events: 184 Single-blocker events: 52 Multiple-blocker events: 31 Temporary aisle reoccupations: 119 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1807 Reservations granted: 1804 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 2 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7736 Longest unresolved passenger ID: 144 Longest unresolved row: 35 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P144(35G/LEFT) -> P103(34C/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 144 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 2 Total blocked ticks: 15872 Total stationary ticks: 221666 Seat-event requests: 2026 Failed seat-event starts: 1677 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 103 Critical blocker identity: P103->34C(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 4 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P103(34C/LEFT/WAITING_FOR_SEAT_EVENT) P144(35G/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1677 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1677 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 787 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_SPACE_AVAILABLE Final snapshot prerequisite: YIELD_SPACE_AVAILABLE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: YIELD_SPACE_AVAILABLE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2028\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 1682\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 40 HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 01:53:32 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 5783790101901 Scenario number: 15 Scenario seed: 223553839186344859 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.34% Aisle-assignment balance: 95.75% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2808 Passengers seated: 349/353 Average waiting ticks: 600.18 Longest waiting passenger: P194->30G(LEFT) Longest waiting ticks: 2719 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: LEFT:tiles16-19:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 9 Regions dissolved: 1 Repeated reconstructions avoided: 9 Largest region lifetime: 10 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=10 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3019 Maximum occupied tiles: 14 Seat events: 165 Single-blocker events: 39 Multiple-blocker events: 27 Temporary aisle reoccupations: 93 RIGHT AISLE ----------- Total moves: 3148 Maximum occupied tiles: 13 Seat events: 184 Single-blocker events: 52 Multiple-blocker events: 31 Temporary aisle reoccupations: 119 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1807 Reservations granted: 1804 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 2 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7736 Longest unresolved passenger ID: 144 Longest unresolved row: 35 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P144(35G/LEFT) -> P103(34C/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 144 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 2 Total blocked ticks: 15872 Total stationary ticks: 221666 Seat-event requests: 2026 Failed seat-event starts: 1677 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 103 Critical blocker identity: P103->34C(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 4 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P103(34C/LEFT/WAITING_FOR_SEAT_EVENT) P144(35G/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1677 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1677 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 787 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_SPACE_AVAILABLE Final snapshot prerequisite: YIELD_SPACE_AVAILABLE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: YIELD_SPACE_AVAILABLE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2028\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 1682\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 15 | standardDataset=349/353 (98.87%) | finalTwoRowRiskDispersionDataset=349/353 (98.87%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL | finalTwoRowRiskDispersionFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 40 HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 01:53:32 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 5783790101901 Scenario number: 16 Scenario seed: -5329178867993066649 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.66% Blocker-prone seat share (topology component): 67.15% Aisle-assignment balance: 96.35% OUTCOME ------- Status: SUCCESS Completed ticks: 1034 Passengers seated: 274/274 Average waiting ticks: 459.84 Longest waiting passenger: P169->31A(LEFT) Longest waiting ticks: 961 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2224 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 39 Multiple-blocker events: 16 Temporary aisle reoccupations: 71 RIGHT AISLE ----------- Total moves: 2086 Maximum occupied tiles: 12 Seat events: 132 Single-blocker events: 30 Multiple-blocker events: 14 Temporary aisle reoccupations: 58 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 94 Reservations granted: 93 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5348 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6467 Total stationary ticks: 130470 Seat-event requests: 279 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 544 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 544 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 280\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 40 HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 01:53:32 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 5783790101901 Scenario number: 16 Scenario seed: -5329178867993066649 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.66% Blocker-prone seat share (topology component): 67.15% Aisle-assignment balance: 96.35% OUTCOME ------- Status: SUCCESS Completed ticks: 1034 Passengers seated: 274/274 Average waiting ticks: 459.84 Longest waiting passenger: P169->31A(LEFT) Longest waiting ticks: 961 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2224 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 39 Multiple-blocker events: 16 Temporary aisle reoccupations: 71 RIGHT AISLE ----------- Total moves: 2086 Maximum occupied tiles: 12 Seat events: 132 Single-blocker events: 30 Multiple-blocker events: 14 Temporary aisle reoccupations: 58 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 94 Reservations granted: 93 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5348 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6467 Total stationary ticks: 130470 Seat-event requests: 279 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 544 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 544 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 280\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 16 | standardDataset=274/274 (100.00%) | finalTwoRowRiskDispersionDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 40 HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 01:53:32 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 5783790101901 Scenario number: 17 Scenario seed: 2227394735980978733 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 94.47% OUTCOME ------- Status: SUCCESS Completed ticks: 893 Passengers seated: 235/235 Average waiting ticks: 400.52 Longest waiting passenger: P196->16B(LEFT) Longest waiting ticks: 852 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 3 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 6 Selected release potential total: 9 Last cluster decision: LEFT:tiles9-13:occupied=4:anchor=P151:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 27 Regions dissolved: 1 Repeated reconstructions avoided: 27 Largest region lifetime: 28 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=28 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1898 Maximum occupied tiles: 12 Seat events: 124 Single-blocker events: 26 Multiple-blocker events: 16 Temporary aisle reoccupations: 62 RIGHT AISLE ----------- Total moves: 1521 Maximum occupied tiles: 10 Seat events: 111 Single-blocker events: 27 Multiple-blocker events: 5 Temporary aisle reoccupations: 39 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 121 Reservations granted: 121 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3979 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5027 Total stationary ticks: 97287 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 608 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 608 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 242\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 4\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 40 HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 01:53:32 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 5783790101901 Scenario number: 17 Scenario seed: 2227394735980978733 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 94.47% OUTCOME ------- Status: SUCCESS Completed ticks: 893 Passengers seated: 235/235 Average waiting ticks: 400.52 Longest waiting passenger: P196->16B(LEFT) Longest waiting ticks: 852 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 3 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 6 Selected release potential total: 9 Last cluster decision: LEFT:tiles9-13:occupied=4:anchor=P151:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 27 Regions dissolved: 1 Repeated reconstructions avoided: 27 Largest region lifetime: 28 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=28 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1898 Maximum occupied tiles: 12 Seat events: 124 Single-blocker events: 26 Multiple-blocker events: 16 Temporary aisle reoccupations: 62 RIGHT AISLE ----------- Total moves: 1521 Maximum occupied tiles: 10 Seat events: 111 Single-blocker events: 27 Multiple-blocker events: 5 Temporary aisle reoccupations: 39 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 121 Reservations granted: 121 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3979 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5027 Total stationary ticks: 97287 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 608 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 608 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 242\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 4\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 17 | standardDataset=235/235 (100.00%) | finalTwoRowRiskDispersionDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 40 HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 01:53:32 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 5783790101901 Scenario number: 18 Scenario seed: 8470456207411211915 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.78% Blocker-prone seat share (topology component): 60.53% Aisle-assignment balance: 95.91% OUTCOME ------- Status: SUCCESS Completed ticks: 1247 Passengers seated: 342/342 Average waiting ticks: 569.52 Longest waiting passenger: P209->7J(RIGHT) Longest waiting ticks: 1213 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 17 Regions dissolved: 1 Repeated reconstructions avoided: 17 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=18 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2807 Maximum occupied tiles: 14 Seat events: 164 Single-blocker events: 43 Multiple-blocker events: 23 Temporary aisle reoccupations: 91 RIGHT AISLE ----------- Total moves: 3241 Maximum occupied tiles: 14 Seat events: 178 Single-blocker events: 46 Multiple-blocker events: 22 Temporary aisle reoccupations: 93 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 143 Reservations granted: 143 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7244 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8876 Total stationary ticks: 200902 Seat-event requests: 357 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 851 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 851 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 357\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 40 HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 01:53:32 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 5783790101901 Scenario number: 18 Scenario seed: 8470456207411211915 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.78% Blocker-prone seat share (topology component): 60.53% Aisle-assignment balance: 95.91% OUTCOME ------- Status: SUCCESS Completed ticks: 1247 Passengers seated: 342/342 Average waiting ticks: 569.52 Longest waiting passenger: P209->7J(RIGHT) Longest waiting ticks: 1213 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 17 Regions dissolved: 1 Repeated reconstructions avoided: 17 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=18 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2807 Maximum occupied tiles: 14 Seat events: 164 Single-blocker events: 43 Multiple-blocker events: 23 Temporary aisle reoccupations: 91 RIGHT AISLE ----------- Total moves: 3241 Maximum occupied tiles: 14 Seat events: 178 Single-blocker events: 46 Multiple-blocker events: 22 Temporary aisle reoccupations: 93 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 143 Reservations granted: 143 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7244 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8876 Total stationary ticks: 200902 Seat-event requests: 357 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 851 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 851 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 357\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 18 | standardDataset=342/342 (100.00%) | finalTwoRowRiskDispersionDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 40 HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 01:53:32 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 5783790101901 Scenario number: 19 Scenario seed: 5601487868259544442 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.33% Blocker-prone seat share (topology component): 60.62% Aisle-assignment balance: 99.15% OUTCOME ------- Status: SUCCESS Completed ticks: 1275 Passengers seated: 353/353 Average waiting ticks: 598.11 Longest waiting passenger: P286->11F(LEFT) Longest waiting ticks: 1224 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3064 Maximum occupied tiles: 13 Seat events: 178 Single-blocker events: 49 Multiple-blocker events: 32 Temporary aisle reoccupations: 117 RIGHT AISLE ----------- Total moves: 3083 Maximum occupied tiles: 13 Seat events: 175 Single-blocker events: 34 Multiple-blocker events: 29 Temporary aisle reoccupations: 97 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 154 Reservations granted: 154 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7266 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8770 Total stationary ticks: 217083 Seat-event requests: 371 Failed seat-event starts: 18 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 828 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 18 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 828 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 40 HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 01:53:32 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 5783790101901 Scenario number: 19 Scenario seed: 5601487868259544442 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 28.33% Blocker-prone seat share (topology component): 60.62% Aisle-assignment balance: 99.15% OUTCOME ------- Status: SUCCESS Completed ticks: 1275 Passengers seated: 353/353 Average waiting ticks: 598.13 Longest waiting passenger: P286->11F(LEFT) Longest waiting ticks: 1224 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3064 Maximum occupied tiles: 13 Seat events: 178 Single-blocker events: 49 Multiple-blocker events: 32 Temporary aisle reoccupations: 117 RIGHT AISLE ----------- Total moves: 3083 Maximum occupied tiles: 13 Seat events: 175 Single-blocker events: 34 Multiple-blocker events: 29 Temporary aisle reoccupations: 97 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 154 Reservations granted: 154 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7254 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8792 Total stationary ticks: 217090 Seat-event requests: 371 Failed seat-event starts: 18 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 845 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 18 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 845 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 19 | standardDataset=353/353 (100.00%) | finalTwoRowRiskDispersionDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 40 HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 01:53:32 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 5783790101901 Scenario number: 20 Scenario seed: 3262797191372265007 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.05% Blocker-prone seat share (topology component): 59.49% Aisle-assignment balance: 98.02% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2761 Passengers seated: 344/353 Average waiting ticks: 599.72 Longest waiting passenger: P218->10G(LEFT) Longest waiting ticks: 2751 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1637 Regions dissolved: 2 Repeated reconstructions avoided: 1637 Largest region lifetime: 1600 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1600:occupied=3 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1597 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2884 Maximum occupied tiles: 12 Seat events: 164 Single-blocker events: 47 Multiple-blocker events: 18 Temporary aisle reoccupations: 84 RIGHT AISLE ----------- Total moves: 3213 Maximum occupied tiles: 14 Seat events: 180 Single-blocker events: 44 Multiple-blocker events: 26 Temporary aisle reoccupations: 101 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1753 Reservations granted: 1753 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 5 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 8781 Longest unresolved passenger ID: 248 Longest unresolved row: 35 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P56(31F/LEFT) -> P67(30E/LEFT) -> P248(35D/LEFT) -> P258(16D/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 56 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 5 Total blocked ticks: 24030 Total stationary ticks: 226636 Seat-event requests: 1970 Failed seat-event starts: 1626 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 258 Critical blocker identity: P258->16D(LEFT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 9 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 5 Critical blocker tree: P258(16D/LEFT/WAITING_FOR_SEAT_EVENT) P248(35D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P67(30E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P56(31F/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1626 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 3 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1626 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 784 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_SPACE_AVAILABLE Final snapshot prerequisite: YIELD_SPACE_AVAILABLE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: YIELD_SPACE_AVAILABLE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1970\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 1629\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 40 HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 01:53:32 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 5783790101901 Scenario number: 20 Scenario seed: 3262797191372265007 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 28.05% Blocker-prone seat share (topology component): 59.49% Aisle-assignment balance: 98.02% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2761 Passengers seated: 344/353 Average waiting ticks: 599.65 Longest waiting passenger: P218->10G(LEFT) Longest waiting ticks: 2751 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 6 Selected release potential total: 5 Last cluster decision: LEFT:region=R4:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 1659 Regions dissolved: 3 Repeated reconstructions avoided: 1659 Largest region lifetime: 1600 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R4:age=1600:occupied=3 Confirmation deferral ticks: 6 Regions reaching confirmation: 2 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1597 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2884 Maximum occupied tiles: 12 Seat events: 164 Single-blocker events: 47 Multiple-blocker events: 18 Temporary aisle reoccupations: 84 RIGHT AISLE ----------- Total moves: 3213 Maximum occupied tiles: 14 Seat events: 180 Single-blocker events: 44 Multiple-blocker events: 26 Temporary aisle reoccupations: 101 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1753 Reservations granted: 1753 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 5 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 8781 Longest unresolved passenger ID: 248 Longest unresolved row: 35 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P56(31F/LEFT) -> P67(30E/LEFT) -> P248(35D/LEFT) -> P258(16D/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 56 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 5 Total blocked ticks: 24065 Total stationary ticks: 226645 Seat-event requests: 1974 Failed seat-event starts: 1630 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 258 Critical blocker identity: P258->16D(LEFT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 9 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 5 Critical blocker tree: P258(16D/LEFT/WAITING_FOR_SEAT_EVENT) P248(35D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P67(30E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P56(31F/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1630 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 3 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1630 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 776 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_SPACE_AVAILABLE Final snapshot prerequisite: YIELD_SPACE_AVAILABLE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: YIELD_SPACE_AVAILABLE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1973\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 1634\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 20 | standardDataset=344/353 (97.45%) | finalTwoRowRiskDispersionDataset=344/353 (97.45%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=4 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL | finalTwoRowRiskDispersionFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 40 HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 01:53:32 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 5783790101901 Scenario number: 21 Scenario seed: 5412541904778260934 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.77% Blocker-prone seat share (topology component): 76.32% Aisle-assignment balance: 98.25% OUTCOME ------- Status: SUCCESS Completed ticks: 806 Passengers seated: 228/228 Average waiting ticks: 369.21 Longest waiting passenger: P32->8H(RIGHT) Longest waiting ticks: 771 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 3 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 6 Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P12:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 20 Regions dissolved: 2 Repeated reconstructions avoided: 20 Largest region lifetime: 11 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=11 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1726 Maximum occupied tiles: 12 Seat events: 112 Single-blocker events: 24 Multiple-blocker events: 12 Temporary aisle reoccupations: 52 RIGHT AISLE ----------- Total moves: 1579 Maximum occupied tiles: 11 Seat events: 116 Single-blocker events: 31 Multiple-blocker events: 11 Temporary aisle reoccupations: 57 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 130 Reservations granted: 128 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4192 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5289 Total stationary ticks: 87701 Seat-event requests: 245 Failed seat-event starts: 17 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 525 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 17 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 525 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 40 HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 01:53:32 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 5783790101901 Scenario number: 21 Scenario seed: 5412541904778260934 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.77% Blocker-prone seat share (topology component): 76.32% Aisle-assignment balance: 98.25% OUTCOME ------- Status: SUCCESS Completed ticks: 806 Passengers seated: 228/228 Average waiting ticks: 369.10 Longest waiting passenger: P32->8H(RIGHT) Longest waiting ticks: 771 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P12:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 10 Regions dissolved: 1 Repeated reconstructions avoided: 10 Largest region lifetime: 11 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=11 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1726 Maximum occupied tiles: 12 Seat events: 112 Single-blocker events: 24 Multiple-blocker events: 12 Temporary aisle reoccupations: 52 RIGHT AISLE ----------- Total moves: 1579 Maximum occupied tiles: 11 Seat events: 116 Single-blocker events: 31 Multiple-blocker events: 11 Temporary aisle reoccupations: 57 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 124 Reservations granted: 124 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4212 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5226 Total stationary ticks: 87683 Seat-event requests: 241 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 477 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 477 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 240\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 21 | standardDataset=228/228 (100.00%) | finalTwoRowRiskDispersionDataset=228/228 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 40 HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 01:53:32 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 5783790101901 Scenario number: 22 Scenario seed: 134381109308366101 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.66% Blocker-prone seat share (topology component): 65.69% Aisle-assignment balance: 97.81% OUTCOME ------- Status: SUCCESS Completed ticks: 993 Passengers seated: 274/274 Average waiting ticks: 447.53 Longest waiting passenger: P225->26E(RIGHT) Longest waiting ticks: 945 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2003 Maximum occupied tiles: 11 Seat events: 134 Single-blocker events: 31 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 2184 Maximum occupied tiles: 14 Seat events: 140 Single-blocker events: 34 Multiple-blocker events: 15 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 92 Reservations granted: 92 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5254 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6569 Total stationary ticks: 127143 Seat-event requests: 283 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 619 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 619 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 283\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 40 HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 01:53:32 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 5783790101901 Scenario number: 22 Scenario seed: 134381109308366101 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.66% Blocker-prone seat share (topology component): 65.69% Aisle-assignment balance: 97.81% OUTCOME ------- Status: SUCCESS Completed ticks: 993 Passengers seated: 274/274 Average waiting ticks: 447.53 Longest waiting passenger: P225->26E(RIGHT) Longest waiting ticks: 945 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2003 Maximum occupied tiles: 11 Seat events: 134 Single-blocker events: 31 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 2184 Maximum occupied tiles: 14 Seat events: 140 Single-blocker events: 34 Multiple-blocker events: 15 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 92 Reservations granted: 92 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5254 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6569 Total stationary ticks: 127143 Seat-event requests: 283 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 619 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 619 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 283\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 22 | standardDataset=274/274 (100.00%) | finalTwoRowRiskDispersionDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 40 HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 01:53:32 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 5783790101901 Scenario number: 23 Scenario seed: 8192246306507924661 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.21% Blocker-prone seat share (topology component): 75.88% Aisle-assignment balance: 97.37% OUTCOME ------- Status: SUCCESS Completed ticks: 829 Passengers seated: 228/228 Average waiting ticks: 374.16 Longest waiting passenger: P150->18A(LEFT) Longest waiting ticks: 793 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 22 Regions dissolved: 1 Repeated reconstructions avoided: 22 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=23 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1715 Maximum occupied tiles: 13 Seat events: 117 Single-blocker events: 35 Multiple-blocker events: 9 Temporary aisle reoccupations: 58 RIGHT AISLE ----------- Total moves: 1575 Maximum occupied tiles: 12 Seat events: 111 Single-blocker events: 26 Multiple-blocker events: 12 Temporary aisle reoccupations: 54 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 126 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4211 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5520 Total stationary ticks: 88882 Seat-event requests: 240 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 674 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 674 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 246\nPrecedence substitutions made: 5\nDependency chains followed: 9\nBlocked by waiting-row occupant: 9\nSubstituted events started: 4\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 40 HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 01:53:32 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 5783790101901 Scenario number: 23 Scenario seed: 8192246306507924661 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.21% Blocker-prone seat share (topology component): 75.88% Aisle-assignment balance: 97.37% OUTCOME ------- Status: SUCCESS Completed ticks: 829 Passengers seated: 228/228 Average waiting ticks: 374.15 Longest waiting passenger: P150->18A(LEFT) Longest waiting ticks: 793 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 22 Regions dissolved: 1 Repeated reconstructions avoided: 22 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=23 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1715 Maximum occupied tiles: 13 Seat events: 117 Single-blocker events: 35 Multiple-blocker events: 9 Temporary aisle reoccupations: 58 RIGHT AISLE ----------- Total moves: 1575 Maximum occupied tiles: 12 Seat events: 111 Single-blocker events: 26 Multiple-blocker events: 12 Temporary aisle reoccupations: 54 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 126 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4221 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5526 Total stationary ticks: 88883 Seat-event requests: 240 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 675 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 675 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 246\nPrecedence substitutions made: 5\nDependency chains followed: 9\nBlocked by waiting-row occupant: 9\nSubstituted events started: 4\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 23 | standardDataset=228/228 (100.00%) | finalTwoRowRiskDispersionDataset=228/228 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 40 HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 01:53:32 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 5783790101901 Scenario number: 24 Scenario seed: -3907313129427829621 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 75.88% Aisle-assignment balance: 92.11% OUTCOME ------- Status: SUCCESS Completed ticks: 862 Passengers seated: 228/228 Average waiting ticks: 372.75 Longest waiting passenger: P161->4D(RIGHT) Longest waiting ticks: 812 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 16 Regions dissolved: 1 Repeated reconstructions avoided: 16 Largest region lifetime: 17 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=17 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1532 Maximum occupied tiles: 11 Seat events: 105 Single-blocker events: 29 Multiple-blocker events: 5 Temporary aisle reoccupations: 41 RIGHT AISLE ----------- Total moves: 1768 Maximum occupied tiles: 12 Seat events: 123 Single-blocker events: 35 Multiple-blocker events: 10 Temporary aisle reoccupations: 58 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 123 Reservations granted: 123 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4124 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5404 Total stationary ticks: 88501 Seat-event requests: 236 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 653 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 653 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 236\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 40 HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 01:53:32 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 5783790101901 Scenario number: 24 Scenario seed: -3907313129427829621 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 75.88% Aisle-assignment balance: 92.11% OUTCOME ------- Status: SUCCESS Completed ticks: 862 Passengers seated: 228/228 Average waiting ticks: 372.75 Longest waiting passenger: P161->4D(RIGHT) Longest waiting ticks: 812 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 16 Regions dissolved: 1 Repeated reconstructions avoided: 16 Largest region lifetime: 17 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=17 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1532 Maximum occupied tiles: 11 Seat events: 105 Single-blocker events: 29 Multiple-blocker events: 5 Temporary aisle reoccupations: 41 RIGHT AISLE ----------- Total moves: 1768 Maximum occupied tiles: 12 Seat events: 123 Single-blocker events: 35 Multiple-blocker events: 10 Temporary aisle reoccupations: 58 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 123 Reservations granted: 123 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4124 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5404 Total stationary ticks: 88501 Seat-event requests: 236 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 653 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 653 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 236\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 24 | standardDataset=228/228 (100.00%) | finalTwoRowRiskDispersionDataset=228/228 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 40 HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 01:53:32 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 5783790101901 Scenario number: 25 Scenario seed: 3700357064225419679 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.89% Blocker-prone seat share (topology component): 73.68% Aisle-assignment balance: 98.25% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2291 Passengers seated: 225/228 Average waiting ticks: 383.53 Longest waiting passenger: P189->25F(LEFT) Longest waiting ticks: 2246 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 3 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 27 Regions dissolved: 2 Repeated reconstructions avoided: 27 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1695 Maximum occupied tiles: 15 Seat events: 113 Single-blocker events: 19 Multiple-blocker events: 14 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 1623 Maximum occupied tiles: 12 Seat events: 112 Single-blocker events: 27 Multiple-blocker events: 9 Temporary aisle reoccupations: 47 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1636 Reservations granted: 1636 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4527 Longest unresolved passenger ID: 220 Longest unresolved row: 30 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P220(30B/LEFT) -> P189(25F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 220 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 10357 Total stationary ticks: 92983 Seat-event requests: 1745 Failed seat-event starts: 1520 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 189 Critical blocker identity: P189->25F(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P189(25F/LEFT/WAITING_FOR_SEAT_EVENT) P220(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1520 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 26|27|28 Critical blocker unavailable yield tiles: 28 Critical blocker yield-tile occupants: 124 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1520 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 590 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[124]: P124(28F/LEFT/WAITING_AT_ROW@tile28) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P124->28F(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P124{seat=28F,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=28,directBlocker=-1,lastMoveTick=781,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 26|27|28 Current unavailable yield tiles: 28 Current yield-tile occupants: 124 Final row-event chain: 189|124 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1744\nPrecedence substitutions made: 2\nDependency chains followed: 1504\nBlocked by waiting-row occupant: 1504\nSubstituted events started: 5\nOccupied-space rejections: 1523\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 40 HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 01:53:32 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 5783790101901 Scenario number: 25 Scenario seed: 3700357064225419679 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 32.89% Blocker-prone seat share (topology component): 73.68% Aisle-assignment balance: 98.25% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2290 Passengers seated: 225/228 Average waiting ticks: 383.27 Longest waiting passenger: P189->25F(LEFT) Longest waiting ticks: 2245 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 3 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 27 Regions dissolved: 2 Repeated reconstructions avoided: 27 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1695 Maximum occupied tiles: 15 Seat events: 113 Single-blocker events: 19 Multiple-blocker events: 14 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 1623 Maximum occupied tiles: 12 Seat events: 112 Single-blocker events: 27 Multiple-blocker events: 9 Temporary aisle reoccupations: 47 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1636 Reservations granted: 1636 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4537 Longest unresolved passenger ID: 220 Longest unresolved row: 30 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P220(30B/LEFT) -> P189(25F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 220 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 10365 Total stationary ticks: 92928 Seat-event requests: 1745 Failed seat-event starts: 1520 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 189 Critical blocker identity: P189->25F(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P189(25F/LEFT/WAITING_FOR_SEAT_EVENT) P220(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1520 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 26|27|28 Critical blocker unavailable yield tiles: 28 Critical blocker yield-tile occupants: 124 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1520 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 595 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[124]: P124(28F/LEFT/WAITING_AT_ROW@tile28) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P124->28F(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P124{seat=28F,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=28,directBlocker=-1,lastMoveTick=780,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 26|27|28 Current unavailable yield tiles: 28 Current yield-tile occupants: 124 Final row-event chain: 189|124 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1744\nPrecedence substitutions made: 2\nDependency chains followed: 1504\nBlocked by waiting-row occupant: 1504\nSubstituted events started: 5\nOccupied-space rejections: 1523\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 25 | standardDataset=225/228 (98.68%) | finalTwoRowRiskDispersionDataset=225/228 (98.68%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=3 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=LINKED_ROW_EVENT_CHAIN | finalTwoRowRiskDispersionFamily=LINKED_ROW_EVENT_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 40 HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 01:53:32 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 5783790101901 Scenario number: 26 Scenario seed: 1787158859151291661 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 74.56% Aisle-assignment balance: 96.49% OUTCOME ------- Status: SUCCESS Completed ticks: 857 Passengers seated: 228/228 Average waiting ticks: 382.44 Longest waiting passenger: P114->26B(LEFT) Longest waiting ticks: 801 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1763 Maximum occupied tiles: 10 Seat events: 118 Single-blocker events: 27 Multiple-blocker events: 8 Temporary aisle reoccupations: 46 RIGHT AISLE ----------- Total moves: 1562 Maximum occupied tiles: 10 Seat events: 110 Single-blocker events: 30 Multiple-blocker events: 9 Temporary aisle reoccupations: 50 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 124 Reservations granted: 124 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3740 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4664 Total stationary ticks: 90139 Seat-event requests: 237 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 524 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 524 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 237\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 40 HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 01:53:32 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 5783790101901 Scenario number: 26 Scenario seed: 1787158859151291661 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 228 Occupancy: 95% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.33% Blocker-prone seat share (topology component): 74.56% Aisle-assignment balance: 96.49% OUTCOME ------- Status: SUCCESS Completed ticks: 857 Passengers seated: 228/228 Average waiting ticks: 382.44 Longest waiting passenger: P114->26B(LEFT) Longest waiting ticks: 801 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1763 Maximum occupied tiles: 10 Seat events: 118 Single-blocker events: 27 Multiple-blocker events: 8 Temporary aisle reoccupations: 46 RIGHT AISLE ----------- Total moves: 1562 Maximum occupied tiles: 10 Seat events: 110 Single-blocker events: 30 Multiple-blocker events: 9 Temporary aisle reoccupations: 50 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 124 Reservations granted: 124 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3740 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4664 Total stationary ticks: 90139 Seat-event requests: 237 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 524 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 524 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 237\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 26 | standardDataset=228/228 (100.00%) | finalTwoRowRiskDispersionDataset=228/228 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 40 HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 01:53:32 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 5783790101901 Scenario number: 27 Scenario seed: 1827159868126660782 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.49% Blocker-prone seat share (topology component): 60.53% Aisle-assignment balance: 98.83% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2704 Passengers seated: 253/342 Average waiting ticks: 865.80 Longest waiting passenger: P11->28G(LEFT) Longest waiting ticks: 2704 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 37 Cluster candidates evaluated: 42 Executable cluster candidates: 1 Rejected cluster candidates: 41 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 26 Selected release potential total: 3 Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 4585 Regions dissolved: 1 Repeated reconstructions avoided: 4585 Largest region lifetime: 2427 Maximum simultaneous active regions: 2 Regions active at termination: 2 Last lifecycle event: TRACK:R1:age=2427:localMembers=7 Confirmation deferral ticks: 6 Regions reaching confirmation: 3 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 2135 State changes reopening evaluation: 34 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1831 Maximum occupied tiles: 33 Seat events: 84 Single-blocker events: 23 Multiple-blocker events: 2 Temporary aisle reoccupations: 28 RIGHT AISLE ----------- Total moves: 2915 Maximum occupied tiles: 14 Seat events: 169 Single-blocker events: 53 Multiple-blocker events: 19 Temporary aisle reoccupations: 94 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 249 Reservations granted: 249 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 56 Remaining moving in aisle: 29 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 62376 Longest unresolved passenger ID: 11 Longest unresolved row: 28 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 16 Longest dependency chain: P172(29B/LEFT) -> P89(25B/LEFT) -> P167(31F/LEFT) -> P80(19F/LEFT) -> P126(32B/LEFT) -> P58(35C/LEFT) -> P142(27C/LEFT) -> P83(24C/LEFT) -> P334(35B/LEFT) -> P235(22F/LEFT) -> P309(26G/LEFT) -> P263(26A/LEFT) -> P95(34A/LEFT) -> P188(30C/LEFT) -> P42(33G/LEFT) -> P38(24G/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 172 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 29 Total blocked ticks: 77376 Total stationary ticks: 362662 Seat-event requests: 2464 Failed seat-event starts: 2211 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 38 Critical blocker identity: P38->24G(LEFT) Direct fan-out: 1 Total indirect descendants: 15 Critical tree size including blocker: 16 Critical tree depth: 16 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 33 Unresolved outside passengers: 56 Unresolved internal passengers outside critical tree: 17 Critical blocker tree: P38(24G/LEFT/WAITING_FOR_SEAT_EVENT) P42(33G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P188(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P95(34A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P263(26A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P309(26G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P235(22F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P334(35B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P83(24C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P142(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P58(35C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P126(32B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P80(19F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P167(31F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P89(25B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P172(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 2136 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 25|26 Critical blocker unavailable yield tiles: 26 Critical blocker yield-tile occupants: 118 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 3 Yield-tile occupied failures: 2136 Rear-boundary failures: 75 Middle-bank reservation failures: 0 Active-event deferrals: 883 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[118]: P118(33A/LEFT/MOVING_IN_AISLE@tile26) -> P37(27G/LEFT/WAITING_AT_ROW@tile27) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P37->27G(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P118{seat=33A,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=26,directBlocker=37,lastMoveTick=541,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 25|26|27 Current unavailable yield tiles: 26|27 Current yield-tile occupants: 118|37 Final row-event chain: 38|118|37 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 4 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2463\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 7\nOccupied-space rejections: 4110\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 40 HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 01:53:32 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 5783790101901 Scenario number: 27 Scenario seed: 1827159868126660782 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.49% Blocker-prone seat share (topology component): 60.53% Aisle-assignment balance: 98.83% OUTCOME ------- Status: SUCCESS Completed ticks: 1211 Passengers seated: 342/342 Average waiting ticks: 569.70 Longest waiting passenger: P128->9E(LEFT) Longest waiting ticks: 1167 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: LEFT:tiles12-15:occupied=3:anchor=P152:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 11 Regions dissolved: 1 Repeated reconstructions avoided: 11 Largest region lifetime: 12 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=12 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3061 Maximum occupied tiles: 13 Seat events: 173 Single-blocker events: 49 Multiple-blocker events: 22 Temporary aisle reoccupations: 98 RIGHT AISLE ----------- Total moves: 2915 Maximum occupied tiles: 14 Seat events: 169 Single-blocker events: 50 Multiple-blocker events: 24 Temporary aisle reoccupations: 101 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 146 Reservations granted: 146 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7242 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8861 Total stationary ticks: 200913 Seat-event requests: 360 Failed seat-event starts: 18 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 858 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 18 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 858 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 359\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 9\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 27 | standardDataset=253/342 (73.98%) | finalTwoRowRiskDispersionDataset=342/342 (100.00%) | seatedDelta=+89 | completionDelta=+26.02% | outsideDelta=-56 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=true | finalTwoRowRiskDispersionWorse=false | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 40 HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 01:53:32 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 5783790101901 Scenario number: 28 Scenario seed: -3751193925066620969 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.02% Blocker-prone seat share (topology component): 67.88% Aisle-assignment balance: 97.81% OUTCOME ------- Status: SUCCESS Completed ticks: 1014 Passengers seated: 274/274 Average waiting ticks: 460.66 Longest waiting passenger: P25->26F(LEFT) Longest waiting ticks: 941 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles22-25:occupied=3:anchor=P271:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 15 Regions dissolved: 1 Repeated reconstructions avoided: 15 Largest region lifetime: 16 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=16 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2286 Maximum occupied tiles: 14 Seat events: 140 Single-blocker events: 37 Multiple-blocker events: 13 Temporary aisle reoccupations: 63 RIGHT AISLE ----------- Total moves: 1989 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 31 Multiple-blocker events: 11 Temporary aisle reoccupations: 53 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 93 Reservations granted: 93 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5222 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6445 Total stationary ticks: 130592 Seat-event requests: 288 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 623 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 623 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 287\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 6\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 40 HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 01:53:32 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 5783790101901 Scenario number: 28 Scenario seed: -3751193925066620969 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 274 Occupancy: 95% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.02% Blocker-prone seat share (topology component): 67.88% Aisle-assignment balance: 97.81% OUTCOME ------- Status: SUCCESS Completed ticks: 1014 Passengers seated: 274/274 Average waiting ticks: 460.66 Longest waiting passenger: P25->26F(LEFT) Longest waiting ticks: 941 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles22-25:occupied=3:anchor=P271:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 15 Regions dissolved: 1 Repeated reconstructions avoided: 15 Largest region lifetime: 16 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=16 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2286 Maximum occupied tiles: 14 Seat events: 140 Single-blocker events: 37 Multiple-blocker events: 13 Temporary aisle reoccupations: 63 RIGHT AISLE ----------- Total moves: 1989 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 31 Multiple-blocker events: 11 Temporary aisle reoccupations: 53 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 93 Reservations granted: 93 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5222 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6445 Total stationary ticks: 130592 Seat-event requests: 288 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 623 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 623 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 287\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 6\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 28 | standardDataset=274/274 (100.00%) | finalTwoRowRiskDispersionDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 40 HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 01:53:32 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 5783790101901 Scenario number: 29 Scenario seed: -2239372935304075420 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 26.90% Blocker-prone seat share (topology component): 59.36% Aisle-assignment balance: 93.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2779 Passengers seated: 338/342 Average waiting ticks: 577.93 Longest waiting passenger: P274->35E(RIGHT) Longest waiting ticks: 2714 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 2 Cluster candidates evaluated: 4 Executable cluster candidates: 2 Rejected cluster candidates: 2 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 5 Selected release potential total: 6 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1514 Regions dissolved: 1 Repeated reconstructions avoided: 1514 Largest region lifetime: 1500 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1500:occupied=4 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1497 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2738 Maximum occupied tiles: 12 Seat events: 160 Single-blocker events: 42 Multiple-blocker events: 21 Temporary aisle reoccupations: 85 RIGHT AISLE ----------- Total moves: 3227 Maximum occupied tiles: 12 Seat events: 178 Single-blocker events: 47 Multiple-blocker events: 23 Temporary aisle reoccupations: 96 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1658 Reservations granted: 1654 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6961 Longest unresolved passenger ID: 207 Longest unresolved row: 36 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P302(33G/RIGHT) -> P127(36I/RIGHT) -> P207(36F/RIGHT) -> P274(35E/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 302 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14670 Total stationary ticks: 208072 Seat-event requests: 1870 Failed seat-event starts: 1532 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 274 Critical blocker identity: P274->35E(RIGHT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 4 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P274(35E/RIGHT/WAITING_FOR_SEAT_EVENT) P207(36F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P127(36I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P302(33G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1513 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 36|37 Critical blocker unavailable yield tiles: 37 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 19 Rear-boundary failures: 1513 Middle-bank reservation failures: 4 Active-event deferrals: 856 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 36|37 Current unavailable yield tiles: 37 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1872\nPrecedence substitutions made: 4\nDependency chains followed: 10\nBlocked by waiting-row occupant: 10\nSubstituted events started: 8\nOccupied-space rejections: 45\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 40 HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 01:53:32 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 5783790101901 Scenario number: 29 Scenario seed: -2239372935304075420 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 342 Occupancy: 95% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 26.90% Blocker-prone seat share (topology component): 59.36% Aisle-assignment balance: 93.57% OUTCOME ------- Status: SUCCESS Completed ticks: 1299 Passengers seated: 342/342 Average waiting ticks: 573.56 Longest waiting passenger: P116->26I(RIGHT) Longest waiting ticks: 1226 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 4 Executable cluster candidates: 2 Rejected cluster candidates: 2 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 5 Selected release potential total: 6 Last cluster decision: RIGHT:tiles14-16:occupied=3:anchor=P107:selected=P144:directReleases=1:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 15 Regions dissolved: 1 Repeated reconstructions avoided: 15 Largest region lifetime: 16 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=16 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2738 Maximum occupied tiles: 12 Seat events: 160 Single-blocker events: 42 Multiple-blocker events: 21 Temporary aisle reoccupations: 85 RIGHT AISLE ----------- Total moves: 3233 Maximum occupied tiles: 12 Seat events: 182 Single-blocker events: 48 Multiple-blocker events: 24 Temporary aisle reoccupations: 99 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 148 Reservations granted: 144 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7001 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8681 Total stationary ticks: 202074 Seat-event requests: 361 Failed seat-event starts: 19 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 866 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 19 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 866 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 363\nPrecedence substitutions made: 4\nDependency chains followed: 10\nBlocked by waiting-row occupant: 10\nSubstituted events started: 8\nOccupied-space rejections: 45\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 29 | standardDataset=338/342 (98.83%) | finalTwoRowRiskDispersionDataset=342/342 (100.00%) | seatedDelta=+4 | completionDelta=+1.17% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=2 | clusterStarts=3 | convertedToSuccess=true | finalTwoRowRiskDispersionWorse=false | standardFamily=REAR_BOUNDARY_LOCK | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 40 HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 01:53:32 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 5783790101901 Scenario number: 30 Scenario seed: 2402413828321423223 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 96.45% OUTCOME ------- Status: SUCCESS Completed ticks: 1038 Passengers seated: 282/282 Average waiting ticks: 464.10 Longest waiting passenger: P81->21E(RIGHT) Longest waiting ticks: 975 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 8 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 48 Regions dissolved: 3 Repeated reconstructions avoided: 48 Largest region lifetime: 22 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=8 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2071 Maximum occupied tiles: 11 Seat events: 136 Single-blocker events: 38 Multiple-blocker events: 12 Temporary aisle reoccupations: 62 RIGHT AISLE ----------- Total moves: 2272 Maximum occupied tiles: 12 Seat events: 146 Single-blocker events: 44 Multiple-blocker events: 14 Temporary aisle reoccupations: 72 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 103 Reservations granted: 102 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5605 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6971 Total stationary ticks: 135638 Seat-event requests: 296 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 684 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 684 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 6\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 40 HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 01:53:32 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 5783790101901 Scenario number: 30 Scenario seed: 2402413828321423223 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 96.45% OUTCOME ------- Status: SUCCESS Completed ticks: 1038 Passengers seated: 282/282 Average waiting ticks: 464.14 Longest waiting passenger: P81->21E(RIGHT) Longest waiting ticks: 975 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 8 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 48 Regions dissolved: 3 Repeated reconstructions avoided: 48 Largest region lifetime: 22 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=8 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2071 Maximum occupied tiles: 11 Seat events: 136 Single-blocker events: 38 Multiple-blocker events: 12 Temporary aisle reoccupations: 62 RIGHT AISLE ----------- Total moves: 2272 Maximum occupied tiles: 12 Seat events: 146 Single-blocker events: 44 Multiple-blocker events: 14 Temporary aisle reoccupations: 72 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 103 Reservations granted: 102 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5599 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6977 Total stationary ticks: 135640 Seat-event requests: 296 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 698 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 698 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 6\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 30 | standardDataset=282/282 (100.00%) | finalTwoRowRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ************************************************************ BATCH EXPERIMENT SUMMARY RESEARCH EXPERIMENT 40 HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE ************************************************************ Experiment seed: 5783790101901 Scenarios executed: 60 Successful completions: 45 Incomplete/MAX_TICKS: 15 Average completed ticks: 1421.70 Average waiting ticks: 484.98 ************************************************************ ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 41 EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 02:01:08 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 6783790101901 Scenario number: 1 Scenario seed: 8752643740175512201 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 96.17% OUTCOME ------- Status: SUCCESS Completed ticks: 867 Passengers seated: 235/235 Average waiting ticks: 386.10 Longest waiting passenger: P74->6D(LEFT) Longest waiting ticks: 814 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 29 Regions dissolved: 2 Repeated reconstructions avoided: 29 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1824 Maximum occupied tiles: 12 Seat events: 122 Single-blocker events: 30 Multiple-blocker events: 16 Temporary aisle reoccupations: 65 RIGHT AISLE ----------- Total moves: 1590 Maximum occupied tiles: 12 Seat events: 113 Single-blocker events: 36 Multiple-blocker events: 10 Temporary aisle reoccupations: 60 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 125 Reservations granted: 122 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4377 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5451 Total stationary ticks: 94365 Seat-event requests: 243 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 538 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 538 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 246\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 41 EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 02:01:08 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 6783790101901 Scenario number: 1 Scenario seed: 8752643740175512201 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 96.17% OUTCOME ------- Status: SUCCESS Completed ticks: 867 Passengers seated: 235/235 Average waiting ticks: 385.99 Longest waiting passenger: P74->6D(LEFT) Longest waiting ticks: 814 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 29 Regions dissolved: 2 Repeated reconstructions avoided: 29 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1824 Maximum occupied tiles: 12 Seat events: 122 Single-blocker events: 30 Multiple-blocker events: 16 Temporary aisle reoccupations: 65 RIGHT AISLE ----------- Total moves: 1590 Maximum occupied tiles: 12 Seat events: 113 Single-blocker events: 36 Multiple-blocker events: 10 Temporary aisle reoccupations: 60 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 125 Reservations granted: 122 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4392 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5470 Total stationary ticks: 94369 Seat-event requests: 243 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 529 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 529 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 246\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 01 | standardDataset=235/235 (100.00%) | finalTwoRowRiskDispersionDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 41 EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 02:01:08 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 6783790101901 Scenario number: 2 Scenario seed: 3695919841311108582 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.20% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 95.75% OUTCOME ------- Status: SUCCESS Completed ticks: 1311 Passengers seated: 353/353 Average waiting ticks: 587.67 Longest waiting passenger: P137->15J(RIGHT) Longest waiting ticks: 1255 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles14-17:occupied=3:anchor=P47:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 59 Regions dissolved: 3 Repeated reconstructions avoided: 59 Largest region lifetime: 28 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=16 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2984 Maximum occupied tiles: 12 Seat events: 169 Single-blocker events: 45 Multiple-blocker events: 24 Temporary aisle reoccupations: 96 RIGHT AISLE ----------- Total moves: 3202 Maximum occupied tiles: 15 Seat events: 184 Single-blocker events: 45 Multiple-blocker events: 24 Temporary aisle reoccupations: 96 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 153 Reservations granted: 149 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7716 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9384 Total stationary ticks: 214073 Seat-event requests: 374 Failed seat-event starts: 21 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 818 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 21 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 818 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 377\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 41 EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 02:01:08 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 6783790101901 Scenario number: 2 Scenario seed: 3695919841311108582 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.20% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 95.75% OUTCOME ------- Status: SUCCESS Completed ticks: 1311 Passengers seated: 353/353 Average waiting ticks: 587.63 Longest waiting passenger: P137->15J(RIGHT) Longest waiting ticks: 1255 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles14-17:occupied=3:anchor=P47:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 59 Regions dissolved: 3 Repeated reconstructions avoided: 59 Largest region lifetime: 28 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=16 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2984 Maximum occupied tiles: 12 Seat events: 169 Single-blocker events: 45 Multiple-blocker events: 24 Temporary aisle reoccupations: 96 RIGHT AISLE ----------- Total moves: 3202 Maximum occupied tiles: 15 Seat events: 184 Single-blocker events: 45 Multiple-blocker events: 24 Temporary aisle reoccupations: 96 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 153 Reservations granted: 149 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7740 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9409 Total stationary ticks: 214081 Seat-event requests: 374 Failed seat-event starts: 21 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 820 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 21 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 820 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 377\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 02 | standardDataset=353/353 (100.00%) | finalTwoRowRiskDispersionDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 41 EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 02:01:08 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 6783790101901 Scenario number: 3 Scenario seed: -1634043536643319145 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 93.62% OUTCOME ------- Status: SUCCESS Completed ticks: 1052 Passengers seated: 282/282 Average waiting ticks: 469.07 Longest waiting passenger: P211->10F(RIGHT) Longest waiting ticks: 1019 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2113 Maximum occupied tiles: 12 Seat events: 132 Single-blocker events: 34 Multiple-blocker events: 13 Temporary aisle reoccupations: 60 RIGHT AISLE ----------- Total moves: 2311 Maximum occupied tiles: 12 Seat events: 150 Single-blocker events: 44 Multiple-blocker events: 24 Temporary aisle reoccupations: 92 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 103 Reservations granted: 101 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5602 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6809 Total stationary ticks: 136911 Seat-event requests: 292 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 629 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 629 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 294\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 41 EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 02:01:08 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 6783790101901 Scenario number: 3 Scenario seed: -1634043536643319145 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 93.62% OUTCOME ------- Status: SUCCESS Completed ticks: 1052 Passengers seated: 282/282 Average waiting ticks: 469.07 Longest waiting passenger: P211->10F(RIGHT) Longest waiting ticks: 1019 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2113 Maximum occupied tiles: 12 Seat events: 132 Single-blocker events: 34 Multiple-blocker events: 13 Temporary aisle reoccupations: 60 RIGHT AISLE ----------- Total moves: 2311 Maximum occupied tiles: 12 Seat events: 150 Single-blocker events: 44 Multiple-blocker events: 24 Temporary aisle reoccupations: 92 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 103 Reservations granted: 101 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5607 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6809 Total stationary ticks: 136911 Seat-event requests: 292 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 631 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 631 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 294\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 03 | standardDataset=282/282 (100.00%) | finalTwoRowRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 41 EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 02:01:08 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 6783790101901 Scenario number: 4 Scenario seed: -986602465838565973 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.50% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 1003 Passengers seated: 282/282 Average waiting ticks: 461.54 Longest waiting passenger: P280->15B(LEFT) Longest waiting ticks: 958 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 4 Executable cluster candidates: 4 Rejected cluster candidates: 0 Cluster selections: 4 Cluster-selected events started: 4 Largest detected cluster: 5 Selected release potential total: 11 Last cluster decision: RIGHT:tiles25-28:occupied=3:anchor=P244:selected=P52:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 44 Regions dissolved: 3 Repeated reconstructions avoided: 44 Largest region lifetime: 27 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=11 Confirmation deferral ticks: 6 Regions reaching confirmation: 3 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2211 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 34 Multiple-blocker events: 17 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 2168 Maximum occupied tiles: 10 Seat events: 140 Single-blocker events: 33 Multiple-blocker events: 12 Temporary aisle reoccupations: 57 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 99 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5469 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6759 Total stationary ticks: 134785 Seat-event requests: 298 Failed seat-event starts: 16 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 622 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 16 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 622 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 5\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 41 EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 02:01:08 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 6783790101901 Scenario number: 4 Scenario seed: -986602465838565973 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.50% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 1003 Passengers seated: 282/282 Average waiting ticks: 461.55 Longest waiting passenger: P280->15B(LEFT) Longest waiting ticks: 958 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 4 Executable cluster candidates: 4 Rejected cluster candidates: 0 Cluster selections: 4 Cluster-selected events started: 4 Largest detected cluster: 5 Selected release potential total: 11 Last cluster decision: RIGHT:tiles25-28:occupied=3:anchor=P244:selected=P52:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 44 Regions dissolved: 3 Repeated reconstructions avoided: 44 Largest region lifetime: 27 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=11 Confirmation deferral ticks: 6 Regions reaching confirmation: 3 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2211 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 34 Multiple-blocker events: 17 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 2168 Maximum occupied tiles: 10 Seat events: 140 Single-blocker events: 33 Multiple-blocker events: 12 Temporary aisle reoccupations: 57 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 99 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5464 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6751 Total stationary ticks: 134782 Seat-event requests: 298 Failed seat-event starts: 16 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 622 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 16 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 622 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 5\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 04 | standardDataset=282/282 (100.00%) | finalTwoRowRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=4 | clusterStarts=4 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 41 EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 02:01:08 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 6783790101901 Scenario number: 5 Scenario seed: -2179248147024511865 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 95.32% OUTCOME ------- Status: SUCCESS Completed ticks: 893 Passengers seated: 235/235 Average waiting ticks: 399.65 Longest waiting passenger: P137->21H(RIGHT) Longest waiting ticks: 845 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1634 Maximum occupied tiles: 13 Seat events: 112 Single-blocker events: 28 Multiple-blocker events: 10 Temporary aisle reoccupations: 52 RIGHT AISLE ----------- Total moves: 1759 Maximum occupied tiles: 10 Seat events: 123 Single-blocker events: 30 Multiple-blocker events: 15 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 128 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3888 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4829 Total stationary ticks: 96946 Seat-event requests: 245 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 536 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 536 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 41 EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 02:01:08 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 6783790101901 Scenario number: 5 Scenario seed: -2179248147024511865 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 95.32% OUTCOME ------- Status: SUCCESS Completed ticks: 893 Passengers seated: 235/235 Average waiting ticks: 399.65 Longest waiting passenger: P137->21H(RIGHT) Longest waiting ticks: 845 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1634 Maximum occupied tiles: 13 Seat events: 112 Single-blocker events: 28 Multiple-blocker events: 10 Temporary aisle reoccupations: 52 RIGHT AISLE ----------- Total moves: 1759 Maximum occupied tiles: 10 Seat events: 123 Single-blocker events: 30 Multiple-blocker events: 15 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 128 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3893 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4829 Total stationary ticks: 96946 Seat-event requests: 245 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 538 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 538 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 05 | standardDataset=235/235 (100.00%) | finalTwoRowRiskDispersionDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 41 EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 02:01:08 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 6783790101901 Scenario number: 6 Scenario seed: -6105566374982413344 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 98.72% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2334 Passengers seated: 233/235 Average waiting ticks: 390.67 Longest waiting passenger: P167->28C(RIGHT) Longest waiting ticks: 2286 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1504 Regions dissolved: 0 Repeated reconstructions avoided: 1504 Largest region lifetime: 1505 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: TRACK:R1:age=1505:localMembers=2 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1604 Maximum occupied tiles: 13 Seat events: 116 Single-blocker events: 35 Multiple-blocker events: 10 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1795 Maximum occupied tiles: 12 Seat events: 117 Single-blocker events: 22 Multiple-blocker events: 11 Temporary aisle reoccupations: 48 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1648 Reservations granted: 1640 Reservations denied/waited: 8 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4392 Longest unresolved passenger ID: 141 Longest unresolved row: 28 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P141(28H/RIGHT) -> P167(28C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 141 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 8720 Total stationary ticks: 97131 Seat-event requests: 1758 Failed seat-event starts: 1525 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 167 Critical blocker identity: P167->28C(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P167(28C/RIGHT/WAITING_FOR_SEAT_EVENT) P141(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1519 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 3 Critical blocker required yield tiles: 29|30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 6 Rear-boundary failures: 1519 Middle-bank reservation failures: 8 Active-event deferrals: 608 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 29|30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 41 EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 02:01:08 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 6783790101901 Scenario number: 6 Scenario seed: -6105566374982413344 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 98.72% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2334 Passengers seated: 233/235 Average waiting ticks: 390.57 Longest waiting passenger: P167->28C(RIGHT) Longest waiting ticks: 2286 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1504 Regions dissolved: 0 Repeated reconstructions avoided: 1504 Largest region lifetime: 1505 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: TRACK:R1:age=1505:localMembers=2 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1604 Maximum occupied tiles: 13 Seat events: 116 Single-blocker events: 35 Multiple-blocker events: 10 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1795 Maximum occupied tiles: 12 Seat events: 117 Single-blocker events: 22 Multiple-blocker events: 11 Temporary aisle reoccupations: 48 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1648 Reservations granted: 1640 Reservations denied/waited: 8 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4412 Longest unresolved passenger ID: 141 Longest unresolved row: 28 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P141(28H/RIGHT) -> P167(28C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 141 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 8740 Total stationary ticks: 97136 Seat-event requests: 1758 Failed seat-event starts: 1525 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 167 Critical blocker identity: P167->28C(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P167(28C/RIGHT/WAITING_FOR_SEAT_EVENT) P141(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1519 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 3 Critical blocker required yield tiles: 29|30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 6 Rear-boundary failures: 1519 Middle-bank reservation failures: 8 Active-event deferrals: 603 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 29|30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 06 | standardDataset=233/235 (99.15%) | finalTwoRowRiskDispersionDataset=233/235 (99.15%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=REAR_BOUNDARY_LOCK | finalTwoRowRiskDispersionFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 41 EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 02:01:08 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 6783790101901 Scenario number: 7 Scenario seed: -9120433565414789169 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 98.58% OUTCOME ------- Status: SUCCESS Completed ticks: 1037 Passengers seated: 282/282 Average waiting ticks: 481.20 Longest waiting passenger: P47->26A(LEFT) Longest waiting ticks: 999 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 3 Selected release potential total: 4 Last cluster decision: LEFT:tiles7-9:occupied=3:anchor=P69:selected=P49:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 20 Regions dissolved: 2 Repeated reconstructions avoided: 20 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=9 Confirmation deferral ticks: 3 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2248 Maximum occupied tiles: 13 Seat events: 143 Single-blocker events: 40 Multiple-blocker events: 14 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 2154 Maximum occupied tiles: 11 Seat events: 139 Single-blocker events: 35 Multiple-blocker events: 14 Temporary aisle reoccupations: 63 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 95 Reservations granted: 95 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5366 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6528 Total stationary ticks: 140093 Seat-event requests: 295 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 628 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 628 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 293\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 41 EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 02:01:08 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 6783790101901 Scenario number: 7 Scenario seed: -9120433565414789169 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 98.58% OUTCOME ------- Status: SUCCESS Completed ticks: 1037 Passengers seated: 282/282 Average waiting ticks: 481.21 Longest waiting passenger: P47->26A(LEFT) Longest waiting ticks: 999 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 3 Selected release potential total: 4 Last cluster decision: LEFT:tiles7-9:occupied=3:anchor=P69:selected=P49:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 20 Regions dissolved: 2 Repeated reconstructions avoided: 20 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=9 Confirmation deferral ticks: 3 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2248 Maximum occupied tiles: 13 Seat events: 143 Single-blocker events: 40 Multiple-blocker events: 14 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 2154 Maximum occupied tiles: 11 Seat events: 139 Single-blocker events: 35 Multiple-blocker events: 14 Temporary aisle reoccupations: 63 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 95 Reservations granted: 95 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5372 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6522 Total stationary ticks: 140091 Seat-event requests: 295 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 627 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 627 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 293\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 07 | standardDataset=282/282 (100.00%) | finalTwoRowRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 41 EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 02:01:08 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 6783790101901 Scenario number: 8 Scenario seed: -994495329057236841 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 96.17% OUTCOME ------- Status: SUCCESS Completed ticks: 888 Passengers seated: 235/235 Average waiting ticks: 395.46 Longest waiting passenger: P165->19H(RIGHT) Longest waiting ticks: 829 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1670 Maximum occupied tiles: 12 Seat events: 113 Single-blocker events: 33 Multiple-blocker events: 10 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1739 Maximum occupied tiles: 10 Seat events: 122 Single-blocker events: 33 Multiple-blocker events: 14 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 124 Reservations granted: 122 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4190 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5138 Total stationary ticks: 96290 Seat-event requests: 238 Failed seat-event starts: 3 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 507 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 3 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 507 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 240\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 4\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 41 EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 02:01:08 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 6783790101901 Scenario number: 8 Scenario seed: -994495329057236841 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 96.17% OUTCOME ------- Status: SUCCESS Completed ticks: 888 Passengers seated: 235/235 Average waiting ticks: 395.46 Longest waiting passenger: P165->19H(RIGHT) Longest waiting ticks: 829 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1670 Maximum occupied tiles: 12 Seat events: 113 Single-blocker events: 33 Multiple-blocker events: 10 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1739 Maximum occupied tiles: 10 Seat events: 122 Single-blocker events: 33 Multiple-blocker events: 14 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 124 Reservations granted: 122 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4195 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5134 Total stationary ticks: 96288 Seat-event requests: 238 Failed seat-event starts: 3 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 505 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 3 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 505 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 240\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 4\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 08 | standardDataset=235/235 (100.00%) | finalTwoRowRiskDispersionDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 41 EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 02:01:08 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 6783790101901 Scenario number: 9 Scenario seed: -7199586711151659826 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 96.45% OUTCOME ------- Status: SUCCESS Completed ticks: 1042 Passengers seated: 282/282 Average waiting ticks: 469.57 Longest waiting passenger: P51->25E(RIGHT) Longest waiting ticks: 991 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles18-21:occupied=3:anchor=P14:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2097 Maximum occupied tiles: 11 Seat events: 136 Single-blocker events: 35 Multiple-blocker events: 14 Temporary aisle reoccupations: 63 RIGHT AISLE ----------- Total moves: 2305 Maximum occupied tiles: 12 Seat events: 146 Single-blocker events: 44 Multiple-blocker events: 16 Temporary aisle reoccupations: 76 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 99 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5508 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6914 Total stationary ticks: 137082 Seat-event requests: 296 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 709 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 709 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 41 EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 02:01:08 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 6783790101901 Scenario number: 9 Scenario seed: -7199586711151659826 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 96.45% OUTCOME ------- Status: SUCCESS Completed ticks: 1042 Passengers seated: 282/282 Average waiting ticks: 469.57 Longest waiting passenger: P51->25E(RIGHT) Longest waiting ticks: 991 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles18-21:occupied=3:anchor=P14:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2097 Maximum occupied tiles: 11 Seat events: 136 Single-blocker events: 35 Multiple-blocker events: 14 Temporary aisle reoccupations: 63 RIGHT AISLE ----------- Total moves: 2305 Maximum occupied tiles: 12 Seat events: 146 Single-blocker events: 44 Multiple-blocker events: 16 Temporary aisle reoccupations: 76 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 99 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5508 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6914 Total stationary ticks: 137082 Seat-event requests: 296 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 709 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 709 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 09 | standardDataset=282/282 (100.00%) | finalTwoRowRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 41 EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 02:01:08 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 6783790101901 Scenario number: 10 Scenario seed: -3504603945757896916 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 67.38% Aisle-assignment balance: 91.49% OUTCOME ------- Status: SUCCESS Completed ticks: 1070 Passengers seated: 282/282 Average waiting ticks: 467.58 Longest waiting passenger: P254->16D(LEFT) Longest waiting ticks: 1018 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2335 Maximum occupied tiles: 13 Seat events: 153 Single-blocker events: 46 Multiple-blocker events: 21 Temporary aisle reoccupations: 88 RIGHT AISLE ----------- Total moves: 2036 Maximum occupied tiles: 12 Seat events: 129 Single-blocker events: 22 Multiple-blocker events: 12 Temporary aisle reoccupations: 46 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 97 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5484 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6825 Total stationary ticks: 136497 Seat-event requests: 289 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 680 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 680 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 289\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 41 EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 02:01:08 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 6783790101901 Scenario number: 10 Scenario seed: -3504603945757896916 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 67.38% Aisle-assignment balance: 91.49% OUTCOME ------- Status: SUCCESS Completed ticks: 1070 Passengers seated: 282/282 Average waiting ticks: 467.79 Longest waiting passenger: P254->16D(LEFT) Longest waiting ticks: 1018 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2335 Maximum occupied tiles: 13 Seat events: 153 Single-blocker events: 46 Multiple-blocker events: 21 Temporary aisle reoccupations: 88 RIGHT AISLE ----------- Total moves: 2036 Maximum occupied tiles: 12 Seat events: 129 Single-blocker events: 22 Multiple-blocker events: 12 Temporary aisle reoccupations: 46 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 97 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5448 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6699 Total stationary ticks: 136462 Seat-event requests: 289 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 653 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 653 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 289\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 10 | standardDataset=282/282 (100.00%) | finalTwoRowRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 41 EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 02:01:08 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 6783790101901 Scenario number: 11 Scenario seed: 3168142073701759780 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.05% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 90.65% OUTCOME ------- Status: SUCCESS Completed ticks: 1347 Passengers seated: 353/353 Average waiting ticks: 586.18 Longest waiting passenger: P240->9G(LEFT) Longest waiting ticks: 1284 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 5 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 7 Selected release potential total: 11 Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 39 Regions dissolved: 2 Repeated reconstructions avoided: 39 Largest region lifetime: 25 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=16 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 4 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3321 Maximum occupied tiles: 13 Seat events: 193 Single-blocker events: 53 Multiple-blocker events: 28 Temporary aisle reoccupations: 113 RIGHT AISLE ----------- Total moves: 2842 Maximum occupied tiles: 14 Seat events: 160 Single-blocker events: 44 Multiple-blocker events: 16 Temporary aisle reoccupations: 76 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 150 Reservations granted: 150 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7949 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9907 Total stationary ticks: 214018 Seat-event requests: 375 Failed seat-event starts: 22 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 850 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 22 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 850 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 373\nPrecedence substitutions made: 4\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 10\nOccupied-space rejections: 28\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 41 EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 02:01:08 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 6783790101901 Scenario number: 11 Scenario seed: 3168142073701759780 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 28.05% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 90.65% OUTCOME ------- Status: SUCCESS Completed ticks: 1347 Passengers seated: 353/353 Average waiting ticks: 585.96 Longest waiting passenger: P240->9G(LEFT) Longest waiting ticks: 1284 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 8 Cluster candidates evaluated: 4 Executable cluster candidates: 3 Rejected cluster candidates: 1 Cluster selections: 3 Cluster-selected events started: 3 Largest detected cluster: 7 Selected release potential total: 16 Last cluster decision: LEFT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 90 Regions dissolved: 3 Repeated reconstructions avoided: 90 Largest region lifetime: 42 Maximum simultaneous active regions: 2 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=26 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 6 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3321 Maximum occupied tiles: 14 Seat events: 193 Single-blocker events: 53 Multiple-blocker events: 28 Temporary aisle reoccupations: 113 RIGHT AISLE ----------- Total moves: 2842 Maximum occupied tiles: 14 Seat events: 160 Single-blocker events: 44 Multiple-blocker events: 16 Temporary aisle reoccupations: 76 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 149 Reservations granted: 149 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7949 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 10148 Total stationary ticks: 214083 Seat-event requests: 380 Failed seat-event starts: 27 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 919 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 27 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 919 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 377\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 11\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 11 | standardDataset=353/353 (100.00%) | finalTwoRowRiskDispersionDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=3 | clusterStarts=3 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 41 EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 02:01:08 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 6783790101901 Scenario number: 12 Scenario seed: 9103699088801372208 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.33% Blocker-prone seat share (topology component): 60.34% Aisle-assignment balance: 98.02% OUTCOME ------- Status: SUCCESS Completed ticks: 1290 Passengers seated: 353/353 Average waiting ticks: 602.55 Longest waiting passenger: P53->17A(LEFT) Longest waiting ticks: 1231 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles20-23:occupied=3:anchor=P136:selected=P19:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 15 Regions dissolved: 2 Repeated reconstructions avoided: 15 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=9 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3105 Maximum occupied tiles: 12 Seat events: 180 Single-blocker events: 45 Multiple-blocker events: 25 Temporary aisle reoccupations: 100 RIGHT AISLE ----------- Total moves: 3100 Maximum occupied tiles: 13 Seat events: 173 Single-blocker events: 51 Multiple-blocker events: 24 Temporary aisle reoccupations: 105 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 160 Reservations granted: 157 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7244 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8711 Total stationary ticks: 218631 Seat-event requests: 372 Failed seat-event starts: 19 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 797 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 19 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 797 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 374\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 41 EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 02:01:08 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 6783790101901 Scenario number: 12 Scenario seed: 9103699088801372208 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 28.33% Blocker-prone seat share (topology component): 60.34% Aisle-assignment balance: 98.02% OUTCOME ------- Status: SUCCESS Completed ticks: 1288 Passengers seated: 353/353 Average waiting ticks: 601.97 Longest waiting passenger: P53->17A(LEFT) Longest waiting ticks: 1229 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles20-23:occupied=3:anchor=P136:selected=P19:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 15 Regions dissolved: 2 Repeated reconstructions avoided: 15 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=9 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3105 Maximum occupied tiles: 12 Seat events: 180 Single-blocker events: 45 Multiple-blocker events: 25 Temporary aisle reoccupations: 100 RIGHT AISLE ----------- Total moves: 3100 Maximum occupied tiles: 13 Seat events: 173 Single-blocker events: 51 Multiple-blocker events: 24 Temporary aisle reoccupations: 105 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 160 Reservations granted: 157 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7297 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8708 Total stationary ticks: 218462 Seat-event requests: 371 Failed seat-event starts: 18 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 765 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 18 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 765 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 373\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 12 | standardDataset=353/353 (100.00%) | finalTwoRowRiskDispersionDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 41 EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 02:01:08 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 6783790101901 Scenario number: 13 Scenario seed: -3759106346403789005 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 852 Passengers seated: 235/235 Average waiting ticks: 382.26 Longest waiting passenger: P66->3E(LEFT) Longest waiting ticks: 800 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 43 Regions dissolved: 3 Repeated reconstructions avoided: 43 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=10 Confirmation deferral ticks: 3 Regions reaching confirmation: 0 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1777 Maximum occupied tiles: 13 Seat events: 120 Single-blocker events: 27 Multiple-blocker events: 10 Temporary aisle reoccupations: 50 RIGHT AISLE ----------- Total moves: 1653 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 26 Multiple-blocker events: 13 Temporary aisle reoccupations: 54 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 131 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4528 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5533 Total stationary ticks: 93604 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 519 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 519 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 41 EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 02:01:08 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 6783790101901 Scenario number: 13 Scenario seed: -3759106346403789005 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 852 Passengers seated: 235/235 Average waiting ticks: 382.34 Longest waiting passenger: P66->3E(LEFT) Longest waiting ticks: 800 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 43 Regions dissolved: 3 Repeated reconstructions avoided: 43 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=10 Confirmation deferral ticks: 3 Regions reaching confirmation: 0 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1777 Maximum occupied tiles: 13 Seat events: 120 Single-blocker events: 27 Multiple-blocker events: 10 Temporary aisle reoccupations: 50 RIGHT AISLE ----------- Total moves: 1653 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 26 Multiple-blocker events: 13 Temporary aisle reoccupations: 54 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 131 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4513 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5478 Total stationary ticks: 93588 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 502 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 502 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 13 | standardDataset=235/235 (100.00%) | finalTwoRowRiskDispersionDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 41 EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 02:01:08 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 6783790101901 Scenario number: 14 Scenario seed: -8586420763930988273 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.34% Aisle-assignment balance: 95.75% OUTCOME ------- Status: SUCCESS Completed ticks: 1315 Passengers seated: 353/353 Average waiting ticks: 601.51 Longest waiting passenger: P125->23J(RIGHT) Longest waiting ticks: 1254 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 6 Selected release potential total: 7 Last cluster decision: RIGHT:region=R4:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 55 Regions dissolved: 4 Repeated reconstructions avoided: 55 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=15 Confirmation deferral ticks: 6 Regions reaching confirmation: 2 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2939 Maximum occupied tiles: 12 Seat events: 169 Single-blocker events: 50 Multiple-blocker events: 23 Temporary aisle reoccupations: 100 RIGHT AISLE ----------- Total moves: 3227 Maximum occupied tiles: 14 Seat events: 184 Single-blocker events: 54 Multiple-blocker events: 28 Temporary aisle reoccupations: 115 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 146 Reservations granted: 146 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7147 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8680 Total stationary ticks: 218182 Seat-event requests: 374 Failed seat-event starts: 21 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 831 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 21 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 831 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 372\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 41 EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 02:01:08 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 6783790101901 Scenario number: 14 Scenario seed: -8586420763930988273 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.34% Aisle-assignment balance: 95.75% OUTCOME ------- Status: SUCCESS Completed ticks: 1315 Passengers seated: 353/353 Average waiting ticks: 601.51 Longest waiting passenger: P125->23J(RIGHT) Longest waiting ticks: 1254 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 6 Selected release potential total: 7 Last cluster decision: RIGHT:region=R4:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 55 Regions dissolved: 4 Repeated reconstructions avoided: 55 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=15 Confirmation deferral ticks: 6 Regions reaching confirmation: 2 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2939 Maximum occupied tiles: 12 Seat events: 169 Single-blocker events: 50 Multiple-blocker events: 23 Temporary aisle reoccupations: 100 RIGHT AISLE ----------- Total moves: 3227 Maximum occupied tiles: 14 Seat events: 184 Single-blocker events: 54 Multiple-blocker events: 28 Temporary aisle reoccupations: 115 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 146 Reservations granted: 146 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7147 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8680 Total stationary ticks: 218182 Seat-event requests: 374 Failed seat-event starts: 21 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 831 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 21 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 831 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 372\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 14 | standardDataset=353/353 (100.00%) | finalTwoRowRiskDispersionDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=4 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 41 EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 02:01:08 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 6783790101901 Scenario number: 15 Scenario seed: -7499198415883060047 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.33% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 99.72% OUTCOME ------- Status: SUCCESS Completed ticks: 1258 Passengers seated: 353/353 Average waiting ticks: 586.90 Longest waiting passenger: P64->10F(LEFT) Longest waiting ticks: 1204 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:region=R4:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 44 Regions dissolved: 4 Repeated reconstructions avoided: 44 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=8 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3198 Maximum occupied tiles: 13 Seat events: 177 Single-blocker events: 47 Multiple-blocker events: 26 Temporary aisle reoccupations: 105 RIGHT AISLE ----------- Total moves: 2955 Maximum occupied tiles: 14 Seat events: 176 Single-blocker events: 51 Multiple-blocker events: 25 Temporary aisle reoccupations: 107 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 155 Reservations granted: 149 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7504 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9326 Total stationary ticks: 213558 Seat-event requests: 372 Failed seat-event starts: 19 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 916 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 19 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 916 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 378\nPrecedence substitutions made: 8\nDependency chains followed: 9\nBlocked by waiting-row occupant: 9\nSubstituted events started: 9\nOccupied-space rejections: 29\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 41 EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 02:01:08 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 6783790101901 Scenario number: 15 Scenario seed: -7499198415883060047 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 28.33% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 99.72% OUTCOME ------- Status: SUCCESS Completed ticks: 1259 Passengers seated: 353/353 Average waiting ticks: 587.31 Longest waiting passenger: P64->10F(LEFT) Longest waiting ticks: 1205 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:region=R4:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 44 Regions dissolved: 4 Repeated reconstructions avoided: 44 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=8 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3198 Maximum occupied tiles: 13 Seat events: 177 Single-blocker events: 47 Multiple-blocker events: 26 Temporary aisle reoccupations: 105 RIGHT AISLE ----------- Total moves: 2955 Maximum occupied tiles: 14 Seat events: 176 Single-blocker events: 51 Multiple-blocker events: 25 Temporary aisle reoccupations: 107 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 155 Reservations granted: 149 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7510 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9279 Total stationary ticks: 213676 Seat-event requests: 372 Failed seat-event starts: 19 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 900 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 19 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 900 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 377\nPrecedence substitutions made: 8\nDependency chains followed: 9\nBlocked by waiting-row occupant: 9\nSubstituted events started: 9\nOccupied-space rejections: 29\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 15 | standardDataset=353/353 (100.00%) | finalTwoRowRiskDispersionDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=4 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 41 EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 02:01:08 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 6783790101901 Scenario number: 16 Scenario seed: 1139918925543035320 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.62% Aisle-assignment balance: 95.18% OUTCOME ------- Status: SUCCESS Completed ticks: 1298 Passengers seated: 353/353 Average waiting ticks: 591.57 Longest waiting passenger: P130->3A(LEFT) Longest waiting ticks: 1253 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 5 Cluster candidates evaluated: 4 Executable cluster candidates: 4 Rejected cluster candidates: 0 Cluster selections: 3 Cluster-selected events started: 4 Largest detected cluster: 5 Selected release potential total: 11 Last cluster decision: RIGHT:tiles23-26:occupied=3:anchor=P351:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 26 Regions dissolved: 2 Repeated reconstructions avoided: 26 Largest region lifetime: 16 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=16 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 3 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3259 Maximum occupied tiles: 13 Seat events: 185 Single-blocker events: 53 Multiple-blocker events: 31 Temporary aisle reoccupations: 119 RIGHT AISLE ----------- Total moves: 2912 Maximum occupied tiles: 14 Seat events: 168 Single-blocker events: 36 Multiple-blocker events: 26 Temporary aisle reoccupations: 90 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 151 Reservations granted: 151 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7561 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9260 Total stationary ticks: 215247 Seat-event requests: 382 Failed seat-event starts: 29 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 817 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 29 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 817 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 379\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 8\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 41 EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 02:01:08 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 6783790101901 Scenario number: 16 Scenario seed: 1139918925543035320 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.62% Aisle-assignment balance: 95.18% OUTCOME ------- Status: SUCCESS Completed ticks: 1298 Passengers seated: 353/353 Average waiting ticks: 591.57 Longest waiting passenger: P130->3A(LEFT) Longest waiting ticks: 1253 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 5 Cluster candidates evaluated: 4 Executable cluster candidates: 4 Rejected cluster candidates: 0 Cluster selections: 3 Cluster-selected events started: 4 Largest detected cluster: 5 Selected release potential total: 11 Last cluster decision: RIGHT:tiles23-26:occupied=3:anchor=P351:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 26 Regions dissolved: 2 Repeated reconstructions avoided: 26 Largest region lifetime: 16 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=16 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 3 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3259 Maximum occupied tiles: 13 Seat events: 185 Single-blocker events: 53 Multiple-blocker events: 31 Temporary aisle reoccupations: 119 RIGHT AISLE ----------- Total moves: 2912 Maximum occupied tiles: 14 Seat events: 168 Single-blocker events: 36 Multiple-blocker events: 26 Temporary aisle reoccupations: 90 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 151 Reservations granted: 151 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7561 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9260 Total stationary ticks: 215247 Seat-event requests: 382 Failed seat-event starts: 29 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 817 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 29 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 817 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 379\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 8\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 16 | standardDataset=353/353 (100.00%) | finalTwoRowRiskDispersionDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=3 | clusterStarts=4 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 41 EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 02:01:08 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 6783790101901 Scenario number: 17 Scenario seed: 9064782911198127998 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 98.02% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2752 Passengers seated: 349/353 Average waiting ticks: 596.06 Longest waiting passenger: P181->34F(RIGHT) Longest waiting ticks: 2668 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 3 Cluster candidates evaluated: 3 Executable cluster candidates: 0 Rejected cluster candidates: 3 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 4 Selected release potential total: 0 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1617 Regions dissolved: 2 Repeated reconstructions avoided: 1617 Largest region lifetime: 1574 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1574:occupied=4 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1522 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2993 Maximum occupied tiles: 13 Seat events: 173 Single-blocker events: 44 Multiple-blocker events: 22 Temporary aisle reoccupations: 92 RIGHT AISLE ----------- Total moves: 3156 Maximum occupied tiles: 16 Seat events: 176 Single-blocker events: 37 Multiple-blocker events: 22 Temporary aisle reoccupations: 84 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1731 Reservations granted: 1729 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 2 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7510 Longest unresolved passenger ID: 208 Longest unresolved row: 35 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P12(33D/RIGHT) -> P94(36J/RIGHT) -> P181(34F/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 12 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 2 Total blocked ticks: 15648 Total stationary ticks: 219891 Seat-event requests: 1944 Failed seat-event starts: 1595 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 181 Critical blocker identity: P181->34F(RIGHT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 4 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P181(34F/RIGHT/WAITING_FOR_SEAT_EVENT) P94(36J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P12(33D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1595 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 35 Critical blocker unavailable yield tiles: 35 Critical blocker yield-tile occupants: 208 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1595 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 1045 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[208]: P208(35E/RIGHT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P208->35E(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P208{seat=35E,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=35,directBlocker=-1,lastMoveTick=983,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 35 Current unavailable yield tiles: 35 Current yield-tile occupants: 208 Final row-event chain: 181|208 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 0\nDependency chains followed: 1576\nBlocked by waiting-row occupant: 1576\nSubstituted events started: 0\nOccupied-space rejections: 1595\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 41 EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 02:01:08 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 6783790101901 Scenario number: 17 Scenario seed: 9064782911198127998 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 98.02% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2752 Passengers seated: 349/353 Average waiting ticks: 596.10 Longest waiting passenger: P181->34F(RIGHT) Longest waiting ticks: 2673 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 3 Cluster candidates evaluated: 3 Executable cluster candidates: 0 Rejected cluster candidates: 3 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 4 Selected release potential total: 0 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1617 Regions dissolved: 2 Repeated reconstructions avoided: 1617 Largest region lifetime: 1574 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1574:occupied=4 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1522 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2993 Maximum occupied tiles: 13 Seat events: 173 Single-blocker events: 44 Multiple-blocker events: 22 Temporary aisle reoccupations: 92 RIGHT AISLE ----------- Total moves: 3156 Maximum occupied tiles: 16 Seat events: 176 Single-blocker events: 37 Multiple-blocker events: 22 Temporary aisle reoccupations: 84 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1731 Reservations granted: 1729 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 2 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7500 Longest unresolved passenger ID: 208 Longest unresolved row: 35 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P12(33D/RIGHT) -> P94(36J/RIGHT) -> P181(34F/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 12 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 2 Total blocked ticks: 15649 Total stationary ticks: 219894 Seat-event requests: 1943 Failed seat-event starts: 1594 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 181 Critical blocker identity: P181->34F(RIGHT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 4 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P181(34F/RIGHT/WAITING_FOR_SEAT_EVENT) P94(36J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P12(33D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1594 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 35 Critical blocker unavailable yield tiles: 35 Critical blocker yield-tile occupants: 208 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1594 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 1056 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[208]: P208(35E/RIGHT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P208->35E(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P208{seat=35E,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=35,directBlocker=-1,lastMoveTick=983,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 35 Current unavailable yield tiles: 35 Current yield-tile occupants: 208 Final row-event chain: 181|208 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1945\nPrecedence substitutions made: 1\nDependency chains followed: 1577\nBlocked by waiting-row occupant: 1577\nSubstituted events started: 1\nOccupied-space rejections: 1594\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 17 | standardDataset=349/353 (98.87%) | finalTwoRowRiskDispersionDataset=349/353 (98.87%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=LINKED_ROW_EVENT_CHAIN | finalTwoRowRiskDispersionFamily=LINKED_ROW_EVENT_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 41 EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 02:01:08 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 6783790101901 Scenario number: 18 Scenario seed: -6375845170720219443 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 96.45% OUTCOME ------- Status: SUCCESS Completed ticks: 1027 Passengers seated: 282/282 Average waiting ticks: 462.95 Longest waiting passenger: P52->22H(RIGHT) Longest waiting ticks: 978 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2166 Maximum occupied tiles: 14 Seat events: 136 Single-blocker events: 39 Multiple-blocker events: 16 Temporary aisle reoccupations: 71 RIGHT AISLE ----------- Total moves: 2205 Maximum occupied tiles: 12 Seat events: 146 Single-blocker events: 44 Multiple-blocker events: 15 Temporary aisle reoccupations: 74 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 96 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5643 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6875 Total stationary ticks: 135303 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 605 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 605 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 5\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 41 EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 02:01:08 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 6783790101901 Scenario number: 18 Scenario seed: -6375845170720219443 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 96.45% OUTCOME ------- Status: SUCCESS Completed ticks: 1030 Passengers seated: 282/282 Average waiting ticks: 462.94 Longest waiting passenger: P52->22H(RIGHT) Longest waiting ticks: 978 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2166 Maximum occupied tiles: 14 Seat events: 136 Single-blocker events: 39 Multiple-blocker events: 16 Temporary aisle reoccupations: 71 RIGHT AISLE ----------- Total moves: 2205 Maximum occupied tiles: 12 Seat events: 146 Single-blocker events: 44 Multiple-blocker events: 15 Temporary aisle reoccupations: 74 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 96 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5648 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6877 Total stationary ticks: 135305 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 601 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 601 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 5\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 18 | standardDataset=282/282 (100.00%) | finalTwoRowRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 41 EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 02:01:08 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 6783790101901 Scenario number: 19 Scenario seed: 8720662490965813529 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.50% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 93.62% OUTCOME ------- Status: SUCCESS Completed ticks: 1053 Passengers seated: 282/282 Average waiting ticks: 465.33 Longest waiting passenger: P278->8C(LEFT) Longest waiting ticks: 996 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2300 Maximum occupied tiles: 10 Seat events: 150 Single-blocker events: 43 Multiple-blocker events: 13 Temporary aisle reoccupations: 69 RIGHT AISLE ----------- Total moves: 2046 Maximum occupied tiles: 13 Seat events: 132 Single-blocker events: 28 Multiple-blocker events: 15 Temporary aisle reoccupations: 58 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 97 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5279 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6684 Total stationary ticks: 135662 Seat-event requests: 296 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 726 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 726 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 296\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 41 EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 02:01:08 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 6783790101901 Scenario number: 19 Scenario seed: 8720662490965813529 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.50% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 93.62% OUTCOME ------- Status: SUCCESS Completed ticks: 1053 Passengers seated: 282/282 Average waiting ticks: 465.33 Longest waiting passenger: P278->8C(LEFT) Longest waiting ticks: 996 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2300 Maximum occupied tiles: 10 Seat events: 150 Single-blocker events: 43 Multiple-blocker events: 13 Temporary aisle reoccupations: 69 RIGHT AISLE ----------- Total moves: 2046 Maximum occupied tiles: 13 Seat events: 132 Single-blocker events: 28 Multiple-blocker events: 15 Temporary aisle reoccupations: 58 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 97 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5279 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6684 Total stationary ticks: 135662 Seat-event requests: 296 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 726 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 726 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 296\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 19 | standardDataset=282/282 (100.00%) | finalTwoRowRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 41 EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 02:01:09 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 6783790101901 Scenario number: 20 Scenario seed: 1669530366003124005 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 99.29% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2490 Passengers seated: 203/282 Average waiting ticks: 762.73 Longest waiting passenger: P11->13G(RIGHT) Longest waiting ticks: 2490 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 23 Cluster candidates evaluated: 18 Executable cluster candidates: 0 Rejected cluster candidates: 18 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 30 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2175 Regions dissolved: 0 Repeated reconstructions avoided: 2175 Largest region lifetime: 2176 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2176:occupied=30 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 2046 State changes reopening evaluation: 22 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2197 Maximum occupied tiles: 11 Seat events: 140 Single-blocker events: 26 Multiple-blocker events: 18 Temporary aisle reoccupations: 62 RIGHT AISLE ----------- Total moves: 1291 Maximum occupied tiles: 30 Seat events: 63 Single-blocker events: 12 Multiple-blocker events: 1 Temporary aisle reoccupations: 14 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 128 Reservations granted: 128 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 49 Remaining moving in aisle: 28 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 57879 Longest unresolved passenger ID: 11 Longest unresolved row: 13 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 23 Longest dependency chain: P166(20H/RIGHT) -> P16(5H/RIGHT) -> P199(28F/RIGHT) -> P10(27H/RIGHT) -> P24(20F/RIGHT) -> P79(27F/RIGHT) -> P54(10I/RIGHT) -> P125(22F/RIGHT) -> P189(11H/RIGHT) -> P122(30F/RIGHT) -> P144(15D/RIGHT) -> P211(29I/RIGHT) -> P31(15I/RIGHT) -> P164(26G/RIGHT) -> P171(32F/RIGHT) -> P137(25H/RIGHT) -> P196(30G/RIGHT) -> P235(22I/RIGHT) -> P240(30I/RIGHT) -> P228(25F/RIGHT) -> P229(32I/RIGHT) -> P71(29G/RIGHT) -> P201(23I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 166 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 28 Total blocked ticks: 66945 Total stationary ticks: 276243 Seat-event requests: 2318 Failed seat-event starts: 2115 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 201 Critical blocker identity: P201->23I(RIGHT) Direct fan-out: 1 Total indirect descendants: 22 Critical tree size including blocker: 23 Critical tree depth: 23 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 30 Unresolved outside passengers: 49 Unresolved internal passengers outside critical tree: 7 Critical blocker tree: P201(23I/RIGHT/WAITING_FOR_SEAT_EVENT) P71(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P229(32I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P228(25F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P240(30I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P235(22I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P196(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P137(25H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P171(32F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P164(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P31(15I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P211(29I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P144(15D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P122(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P189(11H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P125(22F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P54(10I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P79(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P24(20F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P10(27H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P199(28F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P16(5H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P166(20H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 2052 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 24|25 Critical blocker unavailable yield tiles: 25 Critical blocker yield-tile occupants: 59 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 2052 Rear-boundary failures: 63 Middle-bank reservation failures: 0 Active-event deferrals: 565 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 7 Yield-occupant trace: yieldOccupant[59]: P59(28G/RIGHT/MOVING_IN_AISLE@tile25) -> P227(27I/RIGHT/MOVING_IN_AISLE@tile26) -> P136(29H/RIGHT/MOVING_IN_AISLE@tile27) -> P140(31H/RIGHT/MOVING_IN_AISLE@tile28) -> P96(32G/RIGHT/MOVING_IN_AISLE@tile29) -> P100(32D/RIGHT/MOVING_IN_AISLE@tile30) -> P161(31D/RIGHT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P161->31D(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P59{seat=28G,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=25,directBlocker=227,lastMoveTick=396,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 24|25 Current unavailable yield tiles: 25 Current yield-tile occupants: 59 Final row-event chain: 201|59|227|136|140|96|100|161 Final row-event chain length: 8 Distinct row events in chain: 8 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2318\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 2052\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 41 EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 02:01:09 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 6783790101901 Scenario number: 20 Scenario seed: 1669530366003124005 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 99.29% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2490 Passengers seated: 203/282 Average waiting ticks: 762.73 Longest waiting passenger: P11->13G(RIGHT) Longest waiting ticks: 2490 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 23 Cluster candidates evaluated: 18 Executable cluster candidates: 0 Rejected cluster candidates: 18 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 30 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2175 Regions dissolved: 0 Repeated reconstructions avoided: 2175 Largest region lifetime: 2176 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2176:occupied=30 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 2046 State changes reopening evaluation: 22 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2197 Maximum occupied tiles: 11 Seat events: 140 Single-blocker events: 26 Multiple-blocker events: 18 Temporary aisle reoccupations: 62 RIGHT AISLE ----------- Total moves: 1291 Maximum occupied tiles: 30 Seat events: 63 Single-blocker events: 12 Multiple-blocker events: 1 Temporary aisle reoccupations: 14 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 128 Reservations granted: 128 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 49 Remaining moving in aisle: 28 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 57879 Longest unresolved passenger ID: 11 Longest unresolved row: 13 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 23 Longest dependency chain: P166(20H/RIGHT) -> P16(5H/RIGHT) -> P199(28F/RIGHT) -> P10(27H/RIGHT) -> P24(20F/RIGHT) -> P79(27F/RIGHT) -> P54(10I/RIGHT) -> P125(22F/RIGHT) -> P189(11H/RIGHT) -> P122(30F/RIGHT) -> P144(15D/RIGHT) -> P211(29I/RIGHT) -> P31(15I/RIGHT) -> P164(26G/RIGHT) -> P171(32F/RIGHT) -> P137(25H/RIGHT) -> P196(30G/RIGHT) -> P235(22I/RIGHT) -> P240(30I/RIGHT) -> P228(25F/RIGHT) -> P229(32I/RIGHT) -> P71(29G/RIGHT) -> P201(23I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 166 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 28 Total blocked ticks: 66945 Total stationary ticks: 276243 Seat-event requests: 2318 Failed seat-event starts: 2115 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 201 Critical blocker identity: P201->23I(RIGHT) Direct fan-out: 1 Total indirect descendants: 22 Critical tree size including blocker: 23 Critical tree depth: 23 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 30 Unresolved outside passengers: 49 Unresolved internal passengers outside critical tree: 7 Critical blocker tree: P201(23I/RIGHT/WAITING_FOR_SEAT_EVENT) P71(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P229(32I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P228(25F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P240(30I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P235(22I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P196(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P137(25H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P171(32F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P164(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P31(15I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P211(29I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P144(15D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P122(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P189(11H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P125(22F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P54(10I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P79(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P24(20F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P10(27H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P199(28F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P16(5H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P166(20H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 2052 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 24|25 Critical blocker unavailable yield tiles: 25 Critical blocker yield-tile occupants: 59 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 2052 Rear-boundary failures: 63 Middle-bank reservation failures: 0 Active-event deferrals: 565 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 7 Yield-occupant trace: yieldOccupant[59]: P59(28G/RIGHT/MOVING_IN_AISLE@tile25) -> P227(27I/RIGHT/MOVING_IN_AISLE@tile26) -> P136(29H/RIGHT/MOVING_IN_AISLE@tile27) -> P140(31H/RIGHT/MOVING_IN_AISLE@tile28) -> P96(32G/RIGHT/MOVING_IN_AISLE@tile29) -> P100(32D/RIGHT/MOVING_IN_AISLE@tile30) -> P161(31D/RIGHT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P161->31D(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P59{seat=28G,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=25,directBlocker=227,lastMoveTick=396,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 24|25 Current unavailable yield tiles: 25 Current yield-tile occupants: 59 Final row-event chain: 201|59|227|136|140|96|100|161 Final row-event chain length: 8 Distinct row events in chain: 8 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2318\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 2052\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 20 | standardDataset=203/282 (71.99%) | finalTwoRowRiskDispersionDataset=203/282 (71.99%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | finalTwoRowRiskDispersionFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 41 EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 02:01:09 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 6783790101901 Scenario number: 21 Scenario seed: 3079501677002754152 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 988 Passengers seated: 282/282 Average waiting ticks: 464.38 Longest waiting passenger: P18->5E(RIGHT) Longest waiting ticks: 955 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2131 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 44 Multiple-blocker events: 15 Temporary aisle reoccupations: 74 RIGHT AISLE ----------- Total moves: 2220 Maximum occupied tiles: 13 Seat events: 142 Single-blocker events: 39 Multiple-blocker events: 12 Temporary aisle reoccupations: 63 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 98 Reservations granted: 94 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5679 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6812 Total stationary ticks: 135704 Seat-event requests: 290 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 576 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 576 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 294\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 41 EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 02:01:09 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 6783790101901 Scenario number: 21 Scenario seed: 3079501677002754152 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 988 Passengers seated: 282/282 Average waiting ticks: 464.44 Longest waiting passenger: P18->5E(RIGHT) Longest waiting ticks: 955 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2131 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 44 Multiple-blocker events: 15 Temporary aisle reoccupations: 74 RIGHT AISLE ----------- Total moves: 2220 Maximum occupied tiles: 13 Seat events: 142 Single-blocker events: 39 Multiple-blocker events: 12 Temporary aisle reoccupations: 63 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 98 Reservations granted: 94 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5664 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6785 Total stationary ticks: 135696 Seat-event requests: 290 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 574 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 574 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 294\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 21 | standardDataset=282/282 (100.00%) | finalTwoRowRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 41 EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 02:01:09 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 6783790101901 Scenario number: 22 Scenario seed: 7776370577326976419 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 93.62% OUTCOME ------- Status: SUCCESS Completed ticks: 1082 Passengers seated: 282/282 Average waiting ticks: 479.65 Longest waiting passenger: P236->27I(RIGHT) Longest waiting ticks: 1023 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles18-22:occupied=3:anchor=P248:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 15 Regions dissolved: 1 Repeated reconstructions avoided: 15 Largest region lifetime: 16 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=16 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2024 Maximum occupied tiles: 11 Seat events: 132 Single-blocker events: 36 Multiple-blocker events: 15 Temporary aisle reoccupations: 66 RIGHT AISLE ----------- Total moves: 2331 Maximum occupied tiles: 11 Seat events: 150 Single-blocker events: 38 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 93 Reservations granted: 93 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5168 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6341 Total stationary ticks: 139460 Seat-event requests: 290 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 640 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 640 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 289\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 41 EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 02:01:09 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 6783790101901 Scenario number: 22 Scenario seed: 7776370577326976419 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 93.62% OUTCOME ------- Status: SUCCESS Completed ticks: 1082 Passengers seated: 282/282 Average waiting ticks: 479.66 Longest waiting passenger: P236->27I(RIGHT) Longest waiting ticks: 1023 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles18-22:occupied=3:anchor=P248:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 15 Regions dissolved: 1 Repeated reconstructions avoided: 15 Largest region lifetime: 16 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=16 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2024 Maximum occupied tiles: 11 Seat events: 132 Single-blocker events: 36 Multiple-blocker events: 15 Temporary aisle reoccupations: 66 RIGHT AISLE ----------- Total moves: 2331 Maximum occupied tiles: 11 Seat events: 150 Single-blocker events: 38 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 93 Reservations granted: 93 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5169 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6342 Total stationary ticks: 139460 Seat-event requests: 290 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 644 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 644 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 289\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 22 | standardDataset=282/282 (100.00%) | finalTwoRowRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 41 EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 02:01:09 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 6783790101901 Scenario number: 23 Scenario seed: 8770185797108142765 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.20% Blocker-prone seat share (topology component): 59.49% Aisle-assignment balance: 98.58% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2766 Passengers seated: 337/353 Average waiting ticks: 613.99 Longest waiting passenger: P63->27I(RIGHT) Longest waiting ticks: 2716 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 15 Cluster candidates evaluated: 53 Executable cluster candidates: 1 Rejected cluster candidates: 52 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 16 Selected release potential total: 2 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 1821 Regions dissolved: 3 Repeated reconstructions avoided: 1821 Largest region lifetime: 1761 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1761:occupied=16 Confirmation deferral ticks: 6 Regions reaching confirmation: 2 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1646 State changes reopening evaluation: 14 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3128 Maximum occupied tiles: 14 Seat events: 179 Single-blocker events: 46 Multiple-blocker events: 23 Temporary aisle reoccupations: 97 RIGHT AISLE ----------- Total moves: 2992 Maximum occupied tiles: 20 Seat events: 158 Single-blocker events: 44 Multiple-blocker events: 21 Temporary aisle reoccupations: 89 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 179 Reservations granted: 178 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 11 Remaining waiting at row: 5 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 19013 Longest unresolved passenger ID: 98 Longest unresolved row: 35 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 8 Longest dependency chain: P291(23G/RIGHT) -> P3(33D/RIGHT) -> P255(32G/RIGHT) -> P121(35I/RIGHT) -> P16(36J/RIGHT) -> P189(34G/RIGHT) -> P141(34H/RIGHT) -> P63(27I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 291 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 11 Total blocked ticks: 35634 Total stationary ticks: 241011 Seat-event requests: 2053 Failed seat-event starts: 1716 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 63 Critical blocker identity: P63->27I(RIGHT) Direct fan-out: 1 Total indirect descendants: 7 Critical tree size including blocker: 8 Critical tree depth: 8 Frozen internal components: 5 Terminal WAITING_FOR_SEAT_EVENT nodes: 5 Unresolved internal passengers: 16 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 8 Critical blocker tree: P63(27I/RIGHT/WAITING_FOR_SEAT_EVENT) P141(34H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P189(34G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P16(36J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P121(35I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P255(32G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P3(33D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P291(23G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1687 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 28 Critical blocker unavailable yield tiles: 28 Critical blocker yield-tile occupants: 80 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 2 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1687 Rear-boundary failures: 29 Middle-bank reservation failures: 1 Active-event deferrals: 1093 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[80]: P80(28I/RIGHT/WAITING_AT_ROW@tile28) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P80->28I(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P80{seat=28I,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=28,directBlocker=-1,lastMoveTick=1092,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 28 Current unavailable yield tiles: 28 Current yield-tile occupants: 80 Final row-event chain: 63|80 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 5 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2053\nPrecedence substitutions made: 4\nDependency chains followed: 1667\nBlocked by waiting-row occupant: 1667\nSubstituted events started: 5\nOccupied-space rejections: 8387\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 41 EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 02:01:09 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 6783790101901 Scenario number: 23 Scenario seed: 8770185797108142765 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.20% Blocker-prone seat share (topology component): 59.49% Aisle-assignment balance: 98.58% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2766 Passengers seated: 337/353 Average waiting ticks: 614.02 Longest waiting passenger: P63->27I(RIGHT) Longest waiting ticks: 2716 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 14 Cluster candidates evaluated: 49 Executable cluster candidates: 1 Rejected cluster candidates: 48 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 16 Selected release potential total: 2 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 1821 Regions dissolved: 3 Repeated reconstructions avoided: 1821 Largest region lifetime: 1761 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1761:occupied=16 Confirmation deferral ticks: 6 Regions reaching confirmation: 2 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1646 State changes reopening evaluation: 13 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3128 Maximum occupied tiles: 14 Seat events: 179 Single-blocker events: 46 Multiple-blocker events: 23 Temporary aisle reoccupations: 97 RIGHT AISLE ----------- Total moves: 2992 Maximum occupied tiles: 19 Seat events: 158 Single-blocker events: 44 Multiple-blocker events: 21 Temporary aisle reoccupations: 89 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 179 Reservations granted: 178 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 11 Remaining waiting at row: 5 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 19000 Longest unresolved passenger ID: 98 Longest unresolved row: 35 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 8 Longest dependency chain: P291(23G/RIGHT) -> P3(33D/RIGHT) -> P255(32G/RIGHT) -> P121(35I/RIGHT) -> P16(36J/RIGHT) -> P189(34G/RIGHT) -> P141(34H/RIGHT) -> P63(27I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 291 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 11 Total blocked ticks: 35614 Total stationary ticks: 241004 Seat-event requests: 2053 Failed seat-event starts: 1716 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 63 Critical blocker identity: P63->27I(RIGHT) Direct fan-out: 1 Total indirect descendants: 7 Critical tree size including blocker: 8 Critical tree depth: 8 Frozen internal components: 5 Terminal WAITING_FOR_SEAT_EVENT nodes: 5 Unresolved internal passengers: 16 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 8 Critical blocker tree: P63(27I/RIGHT/WAITING_FOR_SEAT_EVENT) P141(34H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P189(34G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P16(36J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P121(35I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P255(32G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P3(33D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P291(23G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1687 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 28 Critical blocker unavailable yield tiles: 28 Critical blocker yield-tile occupants: 80 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 2 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1687 Rear-boundary failures: 29 Middle-bank reservation failures: 1 Active-event deferrals: 1090 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[80]: P80(28I/RIGHT/WAITING_AT_ROW@tile28) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P80->28I(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P80{seat=28I,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=28,directBlocker=-1,lastMoveTick=1092,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 28 Current unavailable yield tiles: 28 Current yield-tile occupants: 80 Final row-event chain: 63|80 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 5 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2053\nPrecedence substitutions made: 4\nDependency chains followed: 1666\nBlocked by waiting-row occupant: 1666\nSubstituted events started: 5\nOccupied-space rejections: 8382\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 23 | standardDataset=337/353 (95.47%) | finalTwoRowRiskDispersionDataset=337/353 (95.47%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=4 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=LINKED_ROW_EVENT_CHAIN | finalTwoRowRiskDispersionFamily=LINKED_ROW_EVENT_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 41 EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 02:01:09 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 6783790101901 Scenario number: 24 Scenario seed: -5282825074722259786 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 76.17% Aisle-assignment balance: 99.57% OUTCOME ------- Status: SUCCESS Completed ticks: 832 Passengers seated: 235/235 Average waiting ticks: 380.11 Longest waiting passenger: P166->23C(LEFT) Longest waiting ticks: 782 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 36 Regions dissolved: 2 Repeated reconstructions avoided: 36 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=23 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1685 Maximum occupied tiles: 13 Seat events: 117 Single-blocker events: 28 Multiple-blocker events: 13 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1705 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 35 Multiple-blocker events: 10 Temporary aisle reoccupations: 57 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 134 Reservations granted: 132 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4398 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5649 Total stationary ticks: 93100 Seat-event requests: 251 Failed seat-event starts: 16 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 594 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 16 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 594 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 252\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 41 EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 02:01:09 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 6783790101901 Scenario number: 24 Scenario seed: -5282825074722259786 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 76.17% Aisle-assignment balance: 99.57% OUTCOME ------- Status: SUCCESS Completed ticks: 832 Passengers seated: 235/235 Average waiting ticks: 380.09 Longest waiting passenger: P166->23C(LEFT) Longest waiting ticks: 782 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 36 Regions dissolved: 2 Repeated reconstructions avoided: 36 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=23 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1685 Maximum occupied tiles: 13 Seat events: 117 Single-blocker events: 28 Multiple-blocker events: 13 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1705 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 35 Multiple-blocker events: 10 Temporary aisle reoccupations: 57 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 134 Reservations granted: 132 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4408 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5657 Total stationary ticks: 93103 Seat-event requests: 251 Failed seat-event starts: 16 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 592 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 16 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 592 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 252\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 24 | standardDataset=235/235 (100.00%) | finalTwoRowRiskDispersionDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 41 EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 02:01:09 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 6783790101901 Scenario number: 25 Scenario seed: -1215887301040367646 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2316 Passengers seated: 220/235 Average waiting ticks: 394.37 Longest waiting passenger: P176->25H(RIGHT) Longest waiting ticks: 2259 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 15 Cluster candidates evaluated: 12 Executable cluster candidates: 0 Rejected cluster candidates: 12 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 15 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1795 Regions dissolved: 1 Repeated reconstructions avoided: 1795 Largest region lifetime: 1769 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1769:occupied=15 Confirmation deferral ticks: 3 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1619 State changes reopening evaluation: 13 Region priority competitions: 1 Regions ranked: 2 Hierarchical selections: 1 Lower-priority evaluations deferred: 0 Highest selected priority score: 3334 Left/right priority wins: 0/1 Priority ties: 0 Last priority decision: LEFT:R2:score=3313 | RIGHT:R1:score=3334 | selected=RIGHT LEFT AISLE ---------- Total moves: 1703 Maximum occupied tiles: 14 Seat events: 117 Single-blocker events: 29 Multiple-blocker events: 13 Temporary aisle reoccupations: 58 RIGHT AISLE ----------- Total moves: 1652 Maximum occupied tiles: 19 Seat events: 103 Single-blocker events: 30 Multiple-blocker events: 2 Temporary aisle reoccupations: 35 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 148 Reservations granted: 145 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 13 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 21824 Longest unresolved passenger ID: 164 Longest unresolved row: 29 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 12 Longest dependency chain: P200(22H/RIGHT) -> P48(27F/RIGHT) -> P142(24H/RIGHT) -> P230(27E/RIGHT) -> P79(24E/RIGHT) -> P228(20G/RIGHT) -> P72(28H/RIGHT) -> P20(25F/RIGHT) -> P196(26H/RIGHT) -> P181(25D/RIGHT) -> P183(30D/RIGHT) -> P176(25H/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 200 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 13 Total blocked ticks: 30046 Total stationary ticks: 117610 Seat-event requests: 1875 Failed seat-event starts: 1655 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 176 Critical blocker identity: P176->25H(RIGHT) Direct fan-out: 1 Total indirect descendants: 11 Critical tree size including blocker: 12 Critical tree depth: 12 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 15 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P176(25H/RIGHT/WAITING_FOR_SEAT_EVENT) P183(30D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P181(25D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P196(26H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P20(25F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P72(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P228(20G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P79(24E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P230(27E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P142(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P48(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P200(22H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1630 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 26 Critical blocker unavailable yield tiles: 26 Critical blocker yield-tile occupants: 215 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1630 Rear-boundary failures: 25 Middle-bank reservation failures: 3 Active-event deferrals: 652 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 3 Yield-occupant trace: yieldOccupant[215]: P215(29D/RIGHT/MOVING_IN_AISLE@tile26) -> P164(29H/RIGHT/MOVING_IN_AISLE@tile27) -> P133(28C/RIGHT/WAITING_AT_ROW@tile28) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P133->28C(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P215{seat=29D,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=26,directBlocker=164,lastMoveTick=548,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 26 Current unavailable yield tiles: 26 Current yield-tile occupants: 215 Final row-event chain: 176|215|164|133 Final row-event chain length: 4 Distinct row events in chain: 4 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1878\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 1632\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 41 EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 02:01:09 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 6783790101901 Scenario number: 25 Scenario seed: -1215887301040367646 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2316 Passengers seated: 220/235 Average waiting ticks: 394.37 Longest waiting passenger: P176->25H(RIGHT) Longest waiting ticks: 2259 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 15 Cluster candidates evaluated: 12 Executable cluster candidates: 0 Rejected cluster candidates: 12 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 15 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1795 Regions dissolved: 1 Repeated reconstructions avoided: 1795 Largest region lifetime: 1769 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1769:occupied=15 Confirmation deferral ticks: 3 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1619 State changes reopening evaluation: 13 Region priority competitions: 1 Regions ranked: 2 Hierarchical selections: 1 Lower-priority evaluations deferred: 0 Highest selected priority score: 3334 Left/right priority wins: 0/1 Priority ties: 0 Last priority decision: LEFT:R2:score=3313 | RIGHT:R1:score=3334 | selected=RIGHT LEFT AISLE ---------- Total moves: 1703 Maximum occupied tiles: 14 Seat events: 117 Single-blocker events: 29 Multiple-blocker events: 13 Temporary aisle reoccupations: 58 RIGHT AISLE ----------- Total moves: 1652 Maximum occupied tiles: 19 Seat events: 103 Single-blocker events: 30 Multiple-blocker events: 2 Temporary aisle reoccupations: 35 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 148 Reservations granted: 145 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 13 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 21826 Longest unresolved passenger ID: 164 Longest unresolved row: 29 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 12 Longest dependency chain: P200(22H/RIGHT) -> P48(27F/RIGHT) -> P142(24H/RIGHT) -> P230(27E/RIGHT) -> P79(24E/RIGHT) -> P228(20G/RIGHT) -> P72(28H/RIGHT) -> P20(25F/RIGHT) -> P196(26H/RIGHT) -> P181(25D/RIGHT) -> P183(30D/RIGHT) -> P176(25H/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 200 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 13 Total blocked ticks: 30036 Total stationary ticks: 117607 Seat-event requests: 1875 Failed seat-event starts: 1655 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 176 Critical blocker identity: P176->25H(RIGHT) Direct fan-out: 1 Total indirect descendants: 11 Critical tree size including blocker: 12 Critical tree depth: 12 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 15 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P176(25H/RIGHT/WAITING_FOR_SEAT_EVENT) P183(30D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P181(25D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P196(26H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P20(25F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P72(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P228(20G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P79(24E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P230(27E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P142(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P48(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P200(22H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1630 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 26 Critical blocker unavailable yield tiles: 26 Critical blocker yield-tile occupants: 215 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1630 Rear-boundary failures: 25 Middle-bank reservation failures: 3 Active-event deferrals: 647 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 3 Yield-occupant trace: yieldOccupant[215]: P215(29D/RIGHT/MOVING_IN_AISLE@tile26) -> P164(29H/RIGHT/MOVING_IN_AISLE@tile27) -> P133(28C/RIGHT/WAITING_AT_ROW@tile28) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P133->28C(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P215{seat=29D,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=26,directBlocker=164,lastMoveTick=548,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 26 Current unavailable yield tiles: 26 Current yield-tile occupants: 215 Final row-event chain: 176|215|164|133 Final row-event chain length: 4 Distinct row events in chain: 4 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1878\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 1632\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 25 | standardDataset=220/235 (93.62%) | finalTwoRowRiskDispersionDataset=220/235 (93.62%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=MOVING_PASSENGER_YIELD_CHAIN | finalTwoRowRiskDispersionFamily=MOVING_PASSENGER_YIELD_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 41 EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 02:01:09 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 6783790101901 Scenario number: 26 Scenario seed: 1193270432861273848 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.16% OUTCOME ------- Status: SUCCESS Completed ticks: 1054 Passengers seated: 282/282 Average waiting ticks: 474.72 Longest waiting passenger: P273->31B(LEFT) Longest waiting ticks: 987 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: RIGHT:tiles9-12:occupied=3:anchor=P177:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 11 Regions dissolved: 1 Repeated reconstructions avoided: 11 Largest region lifetime: 12 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=12 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2255 Maximum occupied tiles: 11 Seat events: 145 Single-blocker events: 37 Multiple-blocker events: 17 Temporary aisle reoccupations: 71 RIGHT AISLE ----------- Total moves: 2069 Maximum occupied tiles: 12 Seat events: 137 Single-blocker events: 37 Multiple-blocker events: 19 Temporary aisle reoccupations: 75 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 98 Reservations granted: 98 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5155 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6371 Total stationary ticks: 138106 Seat-event requests: 301 Failed seat-event starts: 19 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 589 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 19 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 589 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 300\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 41 EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 02:01:09 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 6783790101901 Scenario number: 26 Scenario seed: 1193270432861273848 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.16% OUTCOME ------- Status: SUCCESS Completed ticks: 1054 Passengers seated: 282/282 Average waiting ticks: 474.77 Longest waiting passenger: P273->31B(LEFT) Longest waiting ticks: 987 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: RIGHT:tiles9-12:occupied=3:anchor=P177:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 11 Regions dissolved: 1 Repeated reconstructions avoided: 11 Largest region lifetime: 12 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=12 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2255 Maximum occupied tiles: 11 Seat events: 145 Single-blocker events: 37 Multiple-blocker events: 17 Temporary aisle reoccupations: 71 RIGHT AISLE ----------- Total moves: 2069 Maximum occupied tiles: 12 Seat events: 137 Single-blocker events: 37 Multiple-blocker events: 19 Temporary aisle reoccupations: 75 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 98 Reservations granted: 98 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5149 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6340 Total stationary ticks: 138096 Seat-event requests: 301 Failed seat-event starts: 19 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 584 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 19 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 584 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 300\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 26 | standardDataset=282/282 (100.00%) | finalTwoRowRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 41 EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 02:01:09 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 6783790101901 Scenario number: 27 Scenario seed: 865732696405352911 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.38% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2482 Passengers seated: 234/282 Average waiting ticks: 556.21 Longest waiting passenger: P9->1H(RIGHT) Longest waiting ticks: 2482 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 33 Cluster candidates evaluated: 28 Executable cluster candidates: 0 Rejected cluster candidates: 28 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 32 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2102 Regions dissolved: 0 Repeated reconstructions avoided: 2102 Largest region lifetime: 2103 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2103:occupied=32 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1852 State changes reopening evaluation: 32 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2193 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 39 Multiple-blocker events: 14 Temporary aisle reoccupations: 67 RIGHT AISLE ----------- Total moves: 1736 Maximum occupied tiles: 32 Seat events: 96 Single-blocker events: 21 Multiple-blocker events: 3 Temporary aisle reoccupations: 27 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 119 Reservations granted: 119 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 16 Remaining moving in aisle: 30 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 55570 Longest unresolved passenger ID: 9 Longest unresolved row: 1 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 28 Longest dependency chain: P32(22I/RIGHT) -> P106(12E/RIGHT) -> P239(9I/RIGHT) -> P256(18G/RIGHT) -> P252(14G/RIGHT) -> P65(27G/RIGHT) -> P24(24G/RIGHT) -> P156(19G/RIGHT) -> P194(20I/RIGHT) -> P169(21H/RIGHT) -> P83(13E/RIGHT) -> P80(23F/RIGHT) -> P183(28I/RIGHT) -> P224(23D/RIGHT) -> P119(23H/RIGHT) -> P38(30E/RIGHT) -> P202(27F/RIGHT) -> P47(24I/RIGHT) -> P4(31I/RIGHT) -> P87(21I/RIGHT) -> P273(25G/RIGHT) -> P114(27H/RIGHT) -> P95(30F/RIGHT) -> P171(31G/RIGHT) -> P158(26E/RIGHT) -> P163(32H/RIGHT) -> P102(29G/RIGHT) -> P260(28H/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 32 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 30 Total blocked ticks: 65012 Total stationary ticks: 215946 Seat-event requests: 2152 Failed seat-event starts: 1918 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 260 Critical blocker identity: P260->28H(RIGHT) Direct fan-out: 1 Total indirect descendants: 27 Critical tree size including blocker: 28 Critical tree depth: 28 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 32 Unresolved outside passengers: 16 Unresolved internal passengers outside critical tree: 4 Critical blocker tree: P260(28H/RIGHT/WAITING_FOR_SEAT_EVENT) P102(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P163(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P158(26E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P171(31G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P95(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P114(27H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P273(25G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P87(21I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P4(31I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P47(24I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P202(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P38(30E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P119(23H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P224(23D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P183(28I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P80(23F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P83(13E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P169(21H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P194(20I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P156(19G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P24(24G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P65(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P252(14G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P256(18G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P239(9I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P106(12E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P32(22I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1879 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 29 Critical blocker unavailable yield tiles: 29 Critical blocker yield-tile occupants: 16 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 2 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1879 Rear-boundary failures: 39 Middle-bank reservation failures: 0 Active-event deferrals: 840 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 4 Yield-occupant trace: yieldOccupant[16]: P16(30I/RIGHT/MOVING_IN_AISLE@tile29) -> P57(32I/RIGHT/MOVING_IN_AISLE@tile30) -> P220(32G/RIGHT/MOVING_IN_AISLE@tile31) -> P34(32D/RIGHT/WAITING_AT_ROW@tile32) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P34->32D(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P16{seat=30I,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=29,directBlocker=57,lastMoveTick=418,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 29 Current unavailable yield tiles: 29 Current yield-tile occupants: 16 Final row-event chain: 260|16|57|220|34 Final row-event chain length: 5 Distinct row events in chain: 5 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2152\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 1880\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 41 EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 02:01:09 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 6783790101901 Scenario number: 27 Scenario seed: 865732696405352911 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.38% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1026 Passengers seated: 282/282 Average waiting ticks: 466.79 Longest waiting passenger: P206->1F(RIGHT) Longest waiting ticks: 981 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2193 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 40 Multiple-blocker events: 14 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 2197 Maximum occupied tiles: 12 Seat events: 144 Single-blocker events: 41 Multiple-blocker events: 11 Temporary aisle reoccupations: 63 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 93 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5592 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6772 Total stationary ticks: 136292 Seat-event requests: 292 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 613 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 613 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 27 | standardDataset=234/282 (82.98%) | finalTwoRowRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+48 | completionDelta=+17.02% | outsideDelta=-16 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=true | finalTwoRowRiskDispersionWorse=false | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 41 EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 02:01:09 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 6783790101901 Scenario number: 28 Scenario seed: -1649341221341673273 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.05% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 96.32% OUTCOME ------- Status: SUCCESS Completed ticks: 1323 Passengers seated: 353/353 Average waiting ticks: 596.62 Longest waiting passenger: P112->29I(RIGHT) Longest waiting ticks: 1257 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 5 Cluster candidates evaluated: 3 Executable cluster candidates: 3 Rejected cluster candidates: 0 Cluster selections: 3 Cluster-selected events started: 3 Largest detected cluster: 7 Selected release potential total: 11 Last cluster decision: LEFT:tiles13-18:occupied=5:anchor=P162:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 61 Regions dissolved: 4 Repeated reconstructions avoided: 61 Largest region lifetime: 31 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=31 Confirmation deferral ticks: 7 Regions reaching confirmation: 3 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 3 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2973 Maximum occupied tiles: 14 Seat events: 170 Single-blocker events: 41 Multiple-blocker events: 30 Temporary aisle reoccupations: 103 RIGHT AISLE ----------- Total moves: 3203 Maximum occupied tiles: 12 Seat events: 183 Single-blocker events: 50 Multiple-blocker events: 26 Temporary aisle reoccupations: 107 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 154 Reservations granted: 154 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7395 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9075 Total stationary ticks: 216818 Seat-event requests: 383 Failed seat-event starts: 30 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 851 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 30 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 851 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 380\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 6\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 41 EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 02:01:09 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 6783790101901 Scenario number: 28 Scenario seed: -1649341221341673273 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 28.05% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 96.32% OUTCOME ------- Status: SUCCESS Completed ticks: 1323 Passengers seated: 353/353 Average waiting ticks: 596.62 Longest waiting passenger: P112->29I(RIGHT) Longest waiting ticks: 1257 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 5 Cluster candidates evaluated: 3 Executable cluster candidates: 3 Rejected cluster candidates: 0 Cluster selections: 3 Cluster-selected events started: 3 Largest detected cluster: 7 Selected release potential total: 11 Last cluster decision: LEFT:tiles13-18:occupied=5:anchor=P162:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 61 Regions dissolved: 4 Repeated reconstructions avoided: 61 Largest region lifetime: 31 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=31 Confirmation deferral ticks: 7 Regions reaching confirmation: 3 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 3 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2973 Maximum occupied tiles: 14 Seat events: 170 Single-blocker events: 41 Multiple-blocker events: 30 Temporary aisle reoccupations: 103 RIGHT AISLE ----------- Total moves: 3203 Maximum occupied tiles: 12 Seat events: 183 Single-blocker events: 50 Multiple-blocker events: 26 Temporary aisle reoccupations: 107 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 154 Reservations granted: 154 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7395 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9075 Total stationary ticks: 216818 Seat-event requests: 383 Failed seat-event starts: 30 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 851 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 30 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 851 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 380\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 6\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 28 | standardDataset=353/353 (100.00%) | finalTwoRowRiskDispersionDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=4 | clusterSelections=3 | clusterStarts=3 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 41 EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 02:01:09 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 6783790101901 Scenario number: 29 Scenario seed: -1158317843814505320 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2291 Passengers seated: 208/235 Average waiting ticks: 398.35 Longest waiting passenger: P178->23F(LEFT) Longest waiting ticks: 2257 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 32 Cluster candidates evaluated: 49 Executable cluster candidates: 1 Rejected cluster candidates: 48 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 27 Selected release potential total: 2 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 1931 Regions dissolved: 3 Repeated reconstructions avoided: 1931 Largest region lifetime: 1885 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1885:occupied=27 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1644 State changes reopening evaluation: 31 Region priority competitions: 1 Regions ranked: 2 Hierarchical selections: 1 Lower-priority evaluations deferred: 0 Highest selected priority score: 7710 Left/right priority wins: 1/0 Priority ties: 0 Last priority decision: LEFT:R1:score=7710 | RIGHT:R3:score=2213 | selected=LEFT LEFT AISLE ---------- Total moves: 1557 Maximum occupied tiles: 27 Seat events: 95 Single-blocker events: 21 Multiple-blocker events: 7 Temporary aisle reoccupations: 36 RIGHT AISLE ----------- Total moves: 1657 Maximum occupied tiles: 13 Seat events: 113 Single-blocker events: 23 Multiple-blocker events: 14 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1810 Reservations granted: 1805 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 24 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 40325 Longest unresolved passenger ID: 2 Longest unresolved row: 30 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 16 Longest dependency chain: P82(25B/LEFT) -> P179(14C/LEFT) -> P224(15D/LEFT) -> P103(12D/LEFT) -> P133(22F/LEFT) -> P106(16A/LEFT) -> P134(25A/LEFT) -> P125(11D/LEFT) -> P181(24B/LEFT) -> P156(15F/LEFT) -> P95(23A/LEFT) -> P172(26A/LEFT) -> P100(25D/LEFT) -> P152(16B/LEFT) -> P18(22D/LEFT) -> P55(17E/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 82 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 24 Total blocked ticks: 50026 Total stationary ticks: 136692 Seat-event requests: 1909 Failed seat-event starts: 1701 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 55 Critical blocker identity: P55->17E(LEFT) Direct fan-out: 1 Total indirect descendants: 15 Critical tree size including blocker: 16 Critical tree depth: 16 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 27 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 11 Critical blocker tree: P55(17E/LEFT/WAITING_FOR_SEAT_EVENT) P18(22D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P152(16B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P100(25D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P172(26A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P95(23A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P156(15F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P181(24B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P125(11D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P134(25A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P106(16A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P133(22F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P103(12D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P224(15D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P179(14C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P82(25B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1673 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 18|19 Critical blocker unavailable yield tiles: 18|19 Critical blocker yield-tile occupants: 89|59 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 3 Yield-tile occupied failures: 1673 Rear-boundary failures: 28 Middle-bank reservation failures: 5 Active-event deferrals: 787 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 2 Trace length: 6 Yield-occupant trace: yieldOccupant[89]: P89(24C/LEFT/MOVING_IN_AISLE@tile18) -> P59(22A/LEFT/MOVING_IN_AISLE@tile19) -> P79(24E/LEFT/MOVING_IN_AISLE@tile20) -> P36(30A/LEFT/MOVING_IN_AISLE@tile21) -> P81(27B/LEFT/MOVING_IN_AISLE@tile22) -> P178(23F/LEFT/WAITING_AT_ROW@tile23) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[59]: P59(22A/LEFT/MOVING_IN_AISLE@tile19) -> P79(24E/LEFT/MOVING_IN_AISLE@tile20) -> P36(30A/LEFT/MOVING_IN_AISLE@tile21) -> P81(27B/LEFT/MOVING_IN_AISLE@tile22) -> P178(23F/LEFT/WAITING_AT_ROW@tile23) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P178->23F(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P89{seat=24C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=18,directBlocker=59,lastMoveTick=612,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P59{seat=22A,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=19,directBlocker=79,lastMoveTick=587,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 18|19 Current unavailable yield tiles: 18|19 Current yield-tile occupants: 89|59 Final row-event chain: 55|89|59|79|36|81|178 Final row-event chain length: 7 Distinct row events in chain: 7 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1913\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 1697\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 41 EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 02:01:09 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 6783790101901 Scenario number: 29 Scenario seed: -1158317843814505320 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2374 Passengers seated: 232/235 Average waiting ticks: 394.82 Longest waiting passenger: P110->29D(RIGHT) Longest waiting ticks: 2295 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 3 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1644 Regions dissolved: 2 Repeated reconstructions avoided: 1644 Largest region lifetime: 1625 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1625:occupied=3 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1602 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1750 Maximum occupied tiles: 14 Seat events: 122 Single-blocker events: 32 Multiple-blocker events: 12 Temporary aisle reoccupations: 58 RIGHT AISLE ----------- Total moves: 1653 Maximum occupied tiles: 14 Seat events: 110 Single-blocker events: 22 Multiple-blocker events: 14 Temporary aisle reoccupations: 53 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1748 Reservations granted: 1744 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 2 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4256 Longest unresolved passenger ID: 197 Longest unresolved row: 29 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P107(30C/RIGHT) -> P197(29G/RIGHT) -> P110(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 107 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 2 Total blocked ticks: 10197 Total stationary ticks: 99540 Seat-event requests: 1859 Failed seat-event starts: 1627 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 110 Critical blocker identity: P110->29D(RIGHT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P110(29D/RIGHT/WAITING_FOR_SEAT_EVENT) P197(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P107(30C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1609 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 18 Rear-boundary failures: 1609 Middle-bank reservation failures: 4 Active-event deferrals: 546 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1862\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 5\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 29 | standardDataset=208/235 (88.51%) | finalTwoRowRiskDispersionDataset=232/235 (98.72%) | seatedDelta=+24 | completionDelta=+10.21% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=1 | clusterStarts=3 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL | finalTwoRowRiskDispersionFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 41 EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 02:01:09 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 6783790101901 Scenario number: 30 Scenario seed: -2120666252823613232 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1020 Passengers seated: 282/282 Average waiting ticks: 460.89 Longest waiting passenger: P216->26G(RIGHT) Longest waiting ticks: 968 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 8 Cluster candidates evaluated: 4 Executable cluster candidates: 4 Rejected cluster candidates: 0 Cluster selections: 4 Cluster-selected events started: 5 Largest detected cluster: 8 Selected release potential total: 20 Last cluster decision: RIGHT:tiles21-24:occupied=3:anchor=P231:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 116 Regions dissolved: 4 Repeated reconstructions avoided: 116 Largest region lifetime: 43 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=22 Confirmation deferral ticks: 7 Regions reaching confirmation: 4 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 4 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2128 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 43 Multiple-blocker events: 11 Temporary aisle reoccupations: 65 RIGHT AISLE ----------- Total moves: 2213 Maximum occupied tiles: 13 Seat events: 144 Single-blocker events: 41 Multiple-blocker events: 14 Temporary aisle reoccupations: 69 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 110 Reservations granted: 110 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5519 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7388 Total stationary ticks: 134916 Seat-event requests: 312 Failed seat-event starts: 30 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 843 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 30 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 843 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 308\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 6\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 41 EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE ============================================================ Date/Time: 2026-07-17 02:01:09 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 6783790101901 Scenario number: 30 Scenario seed: -2120666252823613232 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1020 Passengers seated: 282/282 Average waiting ticks: 460.89 Longest waiting passenger: P216->26G(RIGHT) Longest waiting ticks: 968 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 8 Cluster candidates evaluated: 4 Executable cluster candidates: 4 Rejected cluster candidates: 0 Cluster selections: 4 Cluster-selected events started: 5 Largest detected cluster: 8 Selected release potential total: 20 Last cluster decision: RIGHT:tiles21-24:occupied=3:anchor=P231:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 116 Regions dissolved: 4 Repeated reconstructions avoided: 116 Largest region lifetime: 43 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=22 Confirmation deferral ticks: 7 Regions reaching confirmation: 4 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 4 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2128 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 43 Multiple-blocker events: 11 Temporary aisle reoccupations: 65 RIGHT AISLE ----------- Total moves: 2213 Maximum occupied tiles: 13 Seat events: 144 Single-blocker events: 41 Multiple-blocker events: 14 Temporary aisle reoccupations: 69 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 110 Reservations granted: 110 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5519 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7388 Total stationary ticks: 134916 Seat-event requests: 312 Failed seat-event starts: 30 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 843 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 30 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 843 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 308\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 6\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 30 | standardDataset=282/282 (100.00%) | finalTwoRowRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=4 | clusterSelections=4 | clusterStarts=5 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ************************************************************ BATCH EXPERIMENT SUMMARY RESEARCH EXPERIMENT 41 EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE ************************************************************ Experiment seed: 6783790101901 Scenarios executed: 60 Successful completions: 47 Incomplete/MAX_TICKS: 13 Average completed ticks: 1388.25 Average waiting ticks: 497.31 ************************************************************ ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 42 EXTREME-OCCUPANCY HOLDOUT REPLICATION ============================================================ Date/Time: 2026-07-17 09:26:29 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 7783790101901 Scenario number: 1 Scenario seed: -1313270473184593498 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2539 Passengers seated: 278/282 Average waiting ticks: 487.16 Longest waiting passenger: P167->30D(RIGHT) Longest waiting ticks: 2482 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 0 Rejected cluster candidates: 2 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 4 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1580 Regions dissolved: 0 Repeated reconstructions avoided: 1580 Largest region lifetime: 1581 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1581:occupied=4 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1572 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2161 Maximum occupied tiles: 13 Seat events: 144 Single-blocker events: 35 Multiple-blocker events: 19 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 2173 Maximum occupied tiles: 13 Seat events: 134 Single-blocker events: 40 Multiple-blocker events: 10 Temporary aisle reoccupations: 60 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1698 Reservations granted: 1698 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 2 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5084 Longest unresolved passenger ID: 253 Longest unresolved row: 31 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P56(30G/RIGHT) -> P238(30E/RIGHT) -> P167(30D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 56 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 2 Total blocked ticks: 12716 Total stationary ticks: 144694 Seat-event requests: 1891 Failed seat-event starts: 1613 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 167 Critical blocker identity: P167->30D(RIGHT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 4 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P167(30D/RIGHT/WAITING_FOR_SEAT_EVENT) P238(30E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P56(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1613 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: 253 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1613 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 686 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[253]: P253(31I/RIGHT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P253->31I(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P253{seat=31I,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=871,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 31 Current unavailable yield tiles: 31 Current yield-tile occupants: 253 Final row-event chain: 167|253 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1891\nPrecedence substitutions made: 0\nDependency chains followed: 1604\nBlocked by waiting-row occupant: 1604\nSubstituted events started: 0\nOccupied-space rejections: 1613\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 42 EXTREME-OCCUPANCY HOLDOUT REPLICATION ============================================================ Date/Time: 2026-07-17 09:26:29 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 7783790101901 Scenario number: 1 Scenario seed: -1313270473184593498 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2539 Passengers seated: 278/282 Average waiting ticks: 487.15 Longest waiting passenger: P167->30D(RIGHT) Longest waiting ticks: 2482 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 0 Rejected cluster candidates: 2 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 4 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1580 Regions dissolved: 0 Repeated reconstructions avoided: 1580 Largest region lifetime: 1581 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1581:occupied=4 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1572 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2161 Maximum occupied tiles: 13 Seat events: 144 Single-blocker events: 35 Multiple-blocker events: 19 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 2173 Maximum occupied tiles: 13 Seat events: 134 Single-blocker events: 40 Multiple-blocker events: 10 Temporary aisle reoccupations: 60 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1698 Reservations granted: 1698 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 2 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5089 Longest unresolved passenger ID: 253 Longest unresolved row: 31 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P56(30G/RIGHT) -> P238(30E/RIGHT) -> P167(30D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 56 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 2 Total blocked ticks: 12720 Total stationary ticks: 144693 Seat-event requests: 1891 Failed seat-event starts: 1613 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 167 Critical blocker identity: P167->30D(RIGHT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 4 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P167(30D/RIGHT/WAITING_FOR_SEAT_EVENT) P238(30E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P56(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1613 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: 253 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1613 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 688 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[253]: P253(31I/RIGHT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P253->31I(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P253{seat=31I,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=871,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 31 Current unavailable yield tiles: 31 Current yield-tile occupants: 253 Final row-event chain: 167|253 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1891\nPrecedence substitutions made: 0\nDependency chains followed: 1604\nBlocked by waiting-row occupant: 1604\nSubstituted events started: 0\nOccupied-space rejections: 1613\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 01 | standardDataset=278/282 (98.58%) | finalTwoRowRiskDispersionDataset=278/282 (98.58%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=LINKED_ROW_EVENT_CHAIN | finalTwoRowRiskDispersionFamily=LINKED_ROW_EVENT_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 42 EXTREME-OCCUPANCY HOLDOUT REPLICATION ============================================================ Date/Time: 2026-07-17 09:26:29 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 7783790101901 Scenario number: 2 Scenario seed: -2420336343536428046 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 59.49% Aisle-assignment balance: 93.48% OUTCOME ------- Status: SUCCESS Completed ticks: 1325 Passengers seated: 353/353 Average waiting ticks: 586.70 Longest waiting passenger: P279->23G(LEFT) Longest waiting ticks: 1261 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 32 Regions dissolved: 1 Repeated reconstructions avoided: 32 Largest region lifetime: 33 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=33 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3266 Maximum occupied tiles: 14 Seat events: 188 Single-blocker events: 53 Multiple-blocker events: 34 Temporary aisle reoccupations: 125 RIGHT AISLE ----------- Total moves: 2907 Maximum occupied tiles: 14 Seat events: 165 Single-blocker events: 45 Multiple-blocker events: 20 Temporary aisle reoccupations: 87 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 153 Reservations granted: 150 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7614 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9504 Total stationary ticks: 213635 Seat-event requests: 373 Failed seat-event starts: 20 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 945 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 20 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 945 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 377\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 42 EXTREME-OCCUPANCY HOLDOUT REPLICATION ============================================================ Date/Time: 2026-07-17 09:26:29 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 7783790101901 Scenario number: 2 Scenario seed: -2420336343536428046 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 59.49% Aisle-assignment balance: 93.48% OUTCOME ------- Status: SUCCESS Completed ticks: 1325 Passengers seated: 353/353 Average waiting ticks: 586.58 Longest waiting passenger: P279->23G(LEFT) Longest waiting ticks: 1261 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 57 Regions dissolved: 2 Repeated reconstructions avoided: 57 Largest region lifetime: 33 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=33 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3266 Maximum occupied tiles: 14 Seat events: 188 Single-blocker events: 53 Multiple-blocker events: 34 Temporary aisle reoccupations: 125 RIGHT AISLE ----------- Total moves: 2907 Maximum occupied tiles: 14 Seat events: 165 Single-blocker events: 45 Multiple-blocker events: 20 Temporary aisle reoccupations: 87 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 153 Reservations granted: 150 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7644 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9579 Total stationary ticks: 213655 Seat-event requests: 376 Failed seat-event starts: 23 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 947 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 23 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 947 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 379\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 25\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 02 | standardDataset=353/353 (100.00%) | finalTwoRowRiskDispersionDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=2 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 42 EXTREME-OCCUPANCY HOLDOUT REPLICATION ============================================================ Date/Time: 2026-07-17 09:26:29 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 7783790101901 Scenario number: 3 Scenario seed: 3977232073472450377 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.50% Blocker-prone seat share (topology component): 65.96% Aisle-assignment balance: 96.45% OUTCOME ------- Status: SUCCESS Completed ticks: 1028 Passengers seated: 282/282 Average waiting ticks: 467.19 Longest waiting passenger: P27->6G(RIGHT) Longest waiting ticks: 1002 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2033 Maximum occupied tiles: 12 Seat events: 136 Single-blocker events: 35 Multiple-blocker events: 17 Temporary aisle reoccupations: 69 RIGHT AISLE ----------- Total moves: 2350 Maximum occupied tiles: 13 Seat events: 146 Single-blocker events: 35 Multiple-blocker events: 15 Temporary aisle reoccupations: 65 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 98 Reservations granted: 97 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5759 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7141 Total stationary ticks: 136686 Seat-event requests: 292 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 691 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 691 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 293\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 42 EXTREME-OCCUPANCY HOLDOUT REPLICATION ============================================================ Date/Time: 2026-07-17 09:26:29 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 7783790101901 Scenario number: 3 Scenario seed: 3977232073472450377 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.50% Blocker-prone seat share (topology component): 65.96% Aisle-assignment balance: 96.45% OUTCOME ------- Status: SUCCESS Completed ticks: 1028 Passengers seated: 282/282 Average waiting ticks: 467.19 Longest waiting passenger: P27->6G(RIGHT) Longest waiting ticks: 1002 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2033 Maximum occupied tiles: 12 Seat events: 136 Single-blocker events: 35 Multiple-blocker events: 17 Temporary aisle reoccupations: 69 RIGHT AISLE ----------- Total moves: 2350 Maximum occupied tiles: 13 Seat events: 146 Single-blocker events: 35 Multiple-blocker events: 15 Temporary aisle reoccupations: 65 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 98 Reservations granted: 97 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5753 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7152 Total stationary ticks: 136687 Seat-event requests: 292 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 698 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 698 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 293\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 03 | standardDataset=282/282 (100.00%) | finalTwoRowRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 42 EXTREME-OCCUPANCY HOLDOUT REPLICATION ============================================================ Date/Time: 2026-07-17 09:26:29 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 7783790101901 Scenario number: 4 Scenario seed: 2779712782008365081 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 93.62% OUTCOME ------- Status: SUCCESS Completed ticks: 914 Passengers seated: 235/235 Average waiting ticks: 395.76 Longest waiting passenger: P198->14C(RIGHT) Longest waiting ticks: 852 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles14-17:occupied=3:anchor=P198:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 36 Regions dissolved: 2 Repeated reconstructions avoided: 36 Largest region lifetime: 25 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1611 Maximum occupied tiles: 11 Seat events: 110 Single-blocker events: 32 Multiple-blocker events: 12 Temporary aisle reoccupations: 58 RIGHT AISLE ----------- Total moves: 1809 Maximum occupied tiles: 11 Seat events: 125 Single-blocker events: 33 Multiple-blocker events: 18 Temporary aisle reoccupations: 74 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 135 Reservations granted: 135 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4084 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5111 Total stationary ticks: 96295 Seat-event requests: 252 Failed seat-event starts: 17 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 520 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 17 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 520 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 42 EXTREME-OCCUPANCY HOLDOUT REPLICATION ============================================================ Date/Time: 2026-07-17 09:26:29 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 7783790101901 Scenario number: 4 Scenario seed: 2779712782008365081 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 93.62% OUTCOME ------- Status: SUCCESS Completed ticks: 916 Passengers seated: 235/235 Average waiting ticks: 396.27 Longest waiting passenger: P198->14C(RIGHT) Longest waiting ticks: 854 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles14-17:occupied=3:anchor=P198:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 36 Regions dissolved: 2 Repeated reconstructions avoided: 36 Largest region lifetime: 25 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1611 Maximum occupied tiles: 12 Seat events: 110 Single-blocker events: 32 Multiple-blocker events: 12 Temporary aisle reoccupations: 58 RIGHT AISLE ----------- Total moves: 1809 Maximum occupied tiles: 11 Seat events: 125 Single-blocker events: 33 Multiple-blocker events: 18 Temporary aisle reoccupations: 74 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 135 Reservations granted: 135 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4011 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5082 Total stationary ticks: 96316 Seat-event requests: 253 Failed seat-event starts: 18 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 574 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 17 Rear-boundary failures: 1 Middle-bank reservation failures: 0 Active-event deferrals: 574 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 252\nPrecedence substitutions made: 4\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 6\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 04 | standardDataset=235/235 (100.00%) | finalTwoRowRiskDispersionDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 42 EXTREME-OCCUPANCY HOLDOUT REPLICATION ============================================================ Date/Time: 2026-07-17 09:26:29 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 7783790101901 Scenario number: 5 Scenario seed: 2119404139255698610 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 59.21% Aisle-assignment balance: 98.58% OUTCOME ------- Status: SUCCESS Completed ticks: 1259 Passengers seated: 353/353 Average waiting ticks: 582.61 Longest waiting passenger: P211->19A(LEFT) Longest waiting ticks: 1203 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: RIGHT:tiles21-24:occupied=4:anchor=P269:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 25 Regions dissolved: 1 Repeated reconstructions avoided: 25 Largest region lifetime: 26 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=26 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3184 Maximum occupied tiles: 14 Seat events: 179 Single-blocker events: 56 Multiple-blocker events: 27 Temporary aisle reoccupations: 112 RIGHT AISLE ----------- Total moves: 2988 Maximum occupied tiles: 13 Seat events: 174 Single-blocker events: 49 Multiple-blocker events: 32 Temporary aisle reoccupations: 116 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 154 Reservations granted: 154 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7860 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9837 Total stationary ticks: 212501 Seat-event requests: 378 Failed seat-event starts: 25 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 938 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 25 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 938 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 377\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 27\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 42 EXTREME-OCCUPANCY HOLDOUT REPLICATION ============================================================ Date/Time: 2026-07-17 09:26:29 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 7783790101901 Scenario number: 5 Scenario seed: 2119404139255698610 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 59.21% Aisle-assignment balance: 98.58% OUTCOME ------- Status: SUCCESS Completed ticks: 1259 Passengers seated: 353/353 Average waiting ticks: 582.61 Longest waiting passenger: P211->19A(LEFT) Longest waiting ticks: 1203 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: RIGHT:tiles21-24:occupied=4:anchor=P269:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 25 Regions dissolved: 1 Repeated reconstructions avoided: 25 Largest region lifetime: 26 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=26 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3184 Maximum occupied tiles: 14 Seat events: 179 Single-blocker events: 56 Multiple-blocker events: 27 Temporary aisle reoccupations: 112 RIGHT AISLE ----------- Total moves: 2988 Maximum occupied tiles: 13 Seat events: 174 Single-blocker events: 49 Multiple-blocker events: 32 Temporary aisle reoccupations: 116 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 154 Reservations granted: 154 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7860 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9837 Total stationary ticks: 212501 Seat-event requests: 378 Failed seat-event starts: 25 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 938 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 25 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 938 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 377\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 27\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 05 | standardDataset=353/353 (100.00%) | finalTwoRowRiskDispersionDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 42 EXTREME-OCCUPANCY HOLDOUT REPLICATION ============================================================ Date/Time: 2026-07-17 09:26:29 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 7783790101901 Scenario number: 6 Scenario seed: 42170664470270468 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 76.17% Aisle-assignment balance: 98.72% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2328 Passengers seated: 217/235 Average waiting ticks: 461.27 Longest waiting passenger: P44->2H(RIGHT) Longest waiting ticks: 2328 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 4 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1638 Regions dissolved: 2 Repeated reconstructions avoided: 1638 Largest region lifetime: 1620 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1620:occupied=5 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1617 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1724 Maximum occupied tiles: 13 Seat events: 116 Single-blocker events: 28 Multiple-blocker events: 14 Temporary aisle reoccupations: 59 RIGHT AISLE ----------- Total moves: 1466 Maximum occupied tiles: 11 Seat events: 101 Single-blocker events: 28 Multiple-blocker events: 5 Temporary aisle reoccupations: 39 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1746 Reservations granted: 1746 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 8 Remaining moving in aisle: 6 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 10109 Longest unresolved passenger ID: 44 Longest unresolved row: 2 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 5 Longest dependency chain: P189(21G/RIGHT) -> P24(14H/RIGHT) -> P0(22H/RIGHT) -> P138(19H/RIGHT) -> P157(5C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 189 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 6 Total blocked ticks: 21219 Total stationary ticks: 121530 Seat-event requests: 1853 Failed seat-event starts: 1636 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 157 Critical blocker identity: P157->5C(RIGHT) Direct fan-out: 1 Total indirect descendants: 4 Critical tree size including blocker: 5 Critical tree depth: 5 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 10 Unresolved outside passengers: 8 Unresolved internal passengers outside critical tree: 5 Critical blocker tree: P157(5C/RIGHT/WAITING_FOR_SEAT_EVENT) P138(19H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P0(22H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P24(14H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P189(21G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1636 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 6|7|8 Critical blocker unavailable yield tiles: 8 Critical blocker yield-tile occupants: 89 Waiting-row passengers with zero blockers: 3 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1636 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 459 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[89]: P89(20G/RIGHT/MOVING_IN_AISLE@tile8) -> P32(9G/RIGHT/WAITING_AT_ROW@tile9) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P32->9G(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P89{seat=20G,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=8,directBlocker=32,lastMoveTick=703,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 6|7|8 Current unavailable yield tiles: 8 Current yield-tile occupants: 89 Final row-event chain: 157|89|32 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1852\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 1641\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 42 EXTREME-OCCUPANCY HOLDOUT REPLICATION ============================================================ Date/Time: 2026-07-17 09:26:29 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 7783790101901 Scenario number: 6 Scenario seed: 42170664470270468 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 76.17% Aisle-assignment balance: 98.72% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2328 Passengers seated: 217/235 Average waiting ticks: 461.13 Longest waiting passenger: P44->2H(RIGHT) Longest waiting ticks: 2328 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 4 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 5 Selected release potential total: 6 Last cluster decision: RIGHT:region=R4:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 1648 Regions dissolved: 3 Repeated reconstructions avoided: 1648 Largest region lifetime: 1620 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R4:age=1620:occupied=5 Confirmation deferral ticks: 7 Regions reaching confirmation: 3 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1617 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1724 Maximum occupied tiles: 13 Seat events: 116 Single-blocker events: 28 Multiple-blocker events: 14 Temporary aisle reoccupations: 59 RIGHT AISLE ----------- Total moves: 1466 Maximum occupied tiles: 11 Seat events: 101 Single-blocker events: 28 Multiple-blocker events: 5 Temporary aisle reoccupations: 39 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1748 Reservations granted: 1748 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 8 Remaining moving in aisle: 6 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 10112 Longest unresolved passenger ID: 44 Longest unresolved row: 2 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 5 Longest dependency chain: P189(21G/RIGHT) -> P24(14H/RIGHT) -> P0(22H/RIGHT) -> P138(19H/RIGHT) -> P157(5C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 189 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 6 Total blocked ticks: 21274 Total stationary ticks: 121545 Seat-event requests: 1859 Failed seat-event starts: 1642 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 157 Critical blocker identity: P157->5C(RIGHT) Direct fan-out: 1 Total indirect descendants: 4 Critical tree size including blocker: 5 Critical tree depth: 5 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 10 Unresolved outside passengers: 8 Unresolved internal passengers outside critical tree: 5 Critical blocker tree: P157(5C/RIGHT/WAITING_FOR_SEAT_EVENT) P138(19H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P0(22H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P24(14H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P189(21G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1642 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 6|7|8 Critical blocker unavailable yield tiles: 8 Critical blocker yield-tile occupants: 89 Waiting-row passengers with zero blockers: 3 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1642 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 453 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[89]: P89(20G/RIGHT/MOVING_IN_AISLE@tile8) -> P32(9G/RIGHT/WAITING_AT_ROW@tile9) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P32->9G(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P89{seat=20G,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=8,directBlocker=32,lastMoveTick=703,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 6|7|8 Current unavailable yield tiles: 8 Current yield-tile occupants: 89 Final row-event chain: 157|89|32 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1857\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 7\nOccupied-space rejections: 1648\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 06 | standardDataset=217/235 (92.34%) | finalTwoRowRiskDispersionDataset=217/235 (92.34%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=4 | clusterSelections=2 | clusterStarts=3 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | finalTwoRowRiskDispersionFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 42 EXTREME-OCCUPANCY HOLDOUT REPLICATION ============================================================ Date/Time: 2026-07-17 09:26:29 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 7783790101901 Scenario number: 7 Scenario seed: 7777030563637971574 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2371 Passengers seated: 224/235 Average waiting ticks: 408.63 Longest waiting passenger: P89->10C(RIGHT) Longest waiting ticks: 2352 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 7 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 9 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1622 Regions dissolved: 0 Repeated reconstructions avoided: 1622 Largest region lifetime: 1623 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1623:occupied=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1609 State changes reopening evaluation: 6 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1794 Maximum occupied tiles: 11 Seat events: 120 Single-blocker events: 33 Multiple-blocker events: 14 Temporary aisle reoccupations: 64 RIGHT AISLE ----------- Total moves: 1530 Maximum occupied tiles: 13 Seat events: 104 Single-blocker events: 26 Multiple-blocker events: 13 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1753 Reservations granted: 1751 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 9 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 14919 Longest unresolved passenger ID: 81 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 9 Longest dependency chain: P131(7H/RIGHT) -> P27(9G/RIGHT) -> P187(6F/RIGHT) -> P165(11C/RIGHT) -> P12(30G/RIGHT) -> P94(10H/RIGHT) -> P219(29D/RIGHT) -> P132(20D/RIGHT) -> P89(10C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 131 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 9 Total blocked ticks: 22897 Total stationary ticks: 113912 Seat-event requests: 1862 Failed seat-event starts: 1638 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 89 Critical blocker identity: P89->10C(RIGHT) Direct fan-out: 1 Total indirect descendants: 8 Critical tree size including blocker: 9 Critical tree depth: 9 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 11 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P89(10C/RIGHT/WAITING_FOR_SEAT_EVENT) P132(20D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P219(29D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P94(10H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P12(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P165(11C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P187(6F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P27(9G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P131(7H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1638 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 11|12|13 Critical blocker unavailable yield tiles: 13 Critical blocker yield-tile occupants: 81 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1638 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 528 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[81]: P81(30H/RIGHT/MOVING_IN_AISLE@tile13) -> P196(14G/RIGHT/WAITING_AT_ROW@tile14) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P196->14G(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P81{seat=30H,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=13,directBlocker=196,lastMoveTick=724,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 11|12|13 Current unavailable yield tiles: 13 Current yield-tile occupants: 81 Final row-event chain: 89|81|196 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1864\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1641\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 42 EXTREME-OCCUPANCY HOLDOUT REPLICATION ============================================================ Date/Time: 2026-07-17 09:26:29 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 7783790101901 Scenario number: 7 Scenario seed: 7777030563637971574 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2371 Passengers seated: 224/235 Average waiting ticks: 408.64 Longest waiting passenger: P89->10C(RIGHT) Longest waiting ticks: 2352 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 7 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 9 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1622 Regions dissolved: 0 Repeated reconstructions avoided: 1622 Largest region lifetime: 1623 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1623:occupied=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1609 State changes reopening evaluation: 6 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1794 Maximum occupied tiles: 11 Seat events: 120 Single-blocker events: 33 Multiple-blocker events: 14 Temporary aisle reoccupations: 64 RIGHT AISLE ----------- Total moves: 1530 Maximum occupied tiles: 13 Seat events: 104 Single-blocker events: 26 Multiple-blocker events: 13 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1752 Reservations granted: 1750 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 9 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 14905 Longest unresolved passenger ID: 81 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 9 Longest dependency chain: P131(7H/RIGHT) -> P27(9G/RIGHT) -> P187(6F/RIGHT) -> P165(11C/RIGHT) -> P12(30G/RIGHT) -> P94(10H/RIGHT) -> P219(29D/RIGHT) -> P132(20D/RIGHT) -> P89(10C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 131 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 9 Total blocked ticks: 22890 Total stationary ticks: 113910 Seat-event requests: 1861 Failed seat-event starts: 1637 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 89 Critical blocker identity: P89->10C(RIGHT) Direct fan-out: 1 Total indirect descendants: 8 Critical tree size including blocker: 9 Critical tree depth: 9 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 11 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P89(10C/RIGHT/WAITING_FOR_SEAT_EVENT) P132(20D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P219(29D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P94(10H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P12(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P165(11C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P187(6F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P27(9G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P131(7H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1637 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 11|12|13 Critical blocker unavailable yield tiles: 13 Critical blocker yield-tile occupants: 81 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1637 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 527 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[81]: P81(30H/RIGHT/MOVING_IN_AISLE@tile13) -> P196(14G/RIGHT/WAITING_AT_ROW@tile14) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P196->14G(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P81{seat=30H,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=13,directBlocker=196,lastMoveTick=724,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 11|12|13 Current unavailable yield tiles: 13 Current yield-tile occupants: 81 Final row-event chain: 89|81|196 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1863\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1640\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 07 | standardDataset=224/235 (95.32%) | finalTwoRowRiskDispersionDataset=224/235 (95.32%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=MOVING_PASSENGER_YIELD_CHAIN | finalTwoRowRiskDispersionFamily=MOVING_PASSENGER_YIELD_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 42 EXTREME-OCCUPANCY HOLDOUT REPLICATION ============================================================ Date/Time: 2026-07-17 09:26:29 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 7783790101901 Scenario number: 8 Scenario seed: -4351713315592106394 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 95.32% OUTCOME ------- Status: SUCCESS Completed ticks: 882 Passengers seated: 235/235 Average waiting ticks: 383.93 Longest waiting passenger: P153->30C(RIGHT) Longest waiting ticks: 830 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1618 Maximum occupied tiles: 12 Seat events: 112 Single-blocker events: 34 Multiple-blocker events: 9 Temporary aisle reoccupations: 56 RIGHT AISLE ----------- Total moves: 1812 Maximum occupied tiles: 12 Seat events: 123 Single-blocker events: 33 Multiple-blocker events: 13 Temporary aisle reoccupations: 63 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 123 Reservations granted: 123 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4431 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5678 Total stationary ticks: 94058 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 561 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 561 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 242\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 42 EXTREME-OCCUPANCY HOLDOUT REPLICATION ============================================================ Date/Time: 2026-07-17 09:26:29 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 7783790101901 Scenario number: 8 Scenario seed: -4351713315592106394 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 95.32% OUTCOME ------- Status: SUCCESS Completed ticks: 882 Passengers seated: 235/235 Average waiting ticks: 383.94 Longest waiting passenger: P153->30C(RIGHT) Longest waiting ticks: 830 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1618 Maximum occupied tiles: 12 Seat events: 112 Single-blocker events: 34 Multiple-blocker events: 9 Temporary aisle reoccupations: 56 RIGHT AISLE ----------- Total moves: 1812 Maximum occupied tiles: 12 Seat events: 123 Single-blocker events: 33 Multiple-blocker events: 13 Temporary aisle reoccupations: 63 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 123 Reservations granted: 123 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4431 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5684 Total stationary ticks: 94059 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 567 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 567 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 242\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 08 | standardDataset=235/235 (100.00%) | finalTwoRowRiskDispersionDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 42 EXTREME-OCCUPANCY HOLDOUT REPLICATION ============================================================ Date/Time: 2026-07-17 09:26:29 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 7783790101901 Scenario number: 9 Scenario seed: -5716686459374456043 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 844 Passengers seated: 235/235 Average waiting ticks: 387.91 Longest waiting passenger: P157->12E(LEFT) Longest waiting ticks: 800 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1735 Maximum occupied tiles: 12 Seat events: 119 Single-blocker events: 32 Multiple-blocker events: 13 Temporary aisle reoccupations: 63 RIGHT AISLE ----------- Total moves: 1662 Maximum occupied tiles: 11 Seat events: 116 Single-blocker events: 26 Multiple-blocker events: 18 Temporary aisle reoccupations: 69 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 130 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4232 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5132 Total stationary ticks: 94511 Seat-event requests: 247 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 492 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 1 Middle-bank reservation failures: 1 Active-event deferrals: 492 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 42 EXTREME-OCCUPANCY HOLDOUT REPLICATION ============================================================ Date/Time: 2026-07-17 09:26:29 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 7783790101901 Scenario number: 9 Scenario seed: -5716686459374456043 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 841 Passengers seated: 235/235 Average waiting ticks: 387.56 Longest waiting passenger: P157->12E(LEFT) Longest waiting ticks: 797 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1735 Maximum occupied tiles: 12 Seat events: 119 Single-blocker events: 32 Multiple-blocker events: 13 Temporary aisle reoccupations: 63 RIGHT AISLE ----------- Total moves: 1662 Maximum occupied tiles: 11 Seat events: 116 Single-blocker events: 26 Multiple-blocker events: 18 Temporary aisle reoccupations: 69 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 130 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4238 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5114 Total stationary ticks: 94413 Seat-event requests: 247 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 491 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 1 Middle-bank reservation failures: 1 Active-event deferrals: 491 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 09 | standardDataset=235/235 (100.00%) | finalTwoRowRiskDispersionDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 42 EXTREME-OCCUPANCY HOLDOUT REPLICATION ============================================================ Date/Time: 2026-07-17 09:26:29 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 7783790101901 Scenario number: 10 Scenario seed: -4376700076793404870 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 96.32% OUTCOME ------- Status: SUCCESS Completed ticks: 1294 Passengers seated: 353/353 Average waiting ticks: 587.31 Longest waiting passenger: P313->20I(RIGHT) Longest waiting ticks: 1234 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 7 Regions dissolved: 1 Repeated reconstructions avoided: 7 Largest region lifetime: 8 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=8 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3002 Maximum occupied tiles: 13 Seat events: 170 Single-blocker events: 44 Multiple-blocker events: 19 Temporary aisle reoccupations: 84 RIGHT AISLE ----------- Total moves: 3192 Maximum occupied tiles: 13 Seat events: 183 Single-blocker events: 52 Multiple-blocker events: 30 Temporary aisle reoccupations: 118 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 150 Reservations granted: 147 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7971 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9650 Total stationary ticks: 214195 Seat-event requests: 367 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 805 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 805 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 370\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 42 EXTREME-OCCUPANCY HOLDOUT REPLICATION ============================================================ Date/Time: 2026-07-17 09:26:29 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 7783790101901 Scenario number: 10 Scenario seed: -4376700076793404870 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 96.32% OUTCOME ------- Status: SUCCESS Completed ticks: 1294 Passengers seated: 353/353 Average waiting ticks: 587.29 Longest waiting passenger: P313->20I(RIGHT) Longest waiting ticks: 1234 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 7 Regions dissolved: 1 Repeated reconstructions avoided: 7 Largest region lifetime: 8 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=8 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3002 Maximum occupied tiles: 13 Seat events: 170 Single-blocker events: 44 Multiple-blocker events: 19 Temporary aisle reoccupations: 84 RIGHT AISLE ----------- Total moves: 3192 Maximum occupied tiles: 13 Seat events: 183 Single-blocker events: 52 Multiple-blocker events: 30 Temporary aisle reoccupations: 118 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 150 Reservations granted: 147 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7971 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9663 Total stationary ticks: 214198 Seat-event requests: 367 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 809 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 809 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 370\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 10 | standardDataset=353/353 (100.00%) | finalTwoRowRiskDispersionDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 42 EXTREME-OCCUPANCY HOLDOUT REPLICATION ============================================================ Date/Time: 2026-07-17 09:26:29 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 7783790101901 Scenario number: 11 Scenario seed: -5434942050455809712 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.50% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1022 Passengers seated: 282/282 Average waiting ticks: 459.27 Longest waiting passenger: P207->30C(LEFT) Longest waiting ticks: 956 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2312 Maximum occupied tiles: 12 Seat events: 144 Single-blocker events: 43 Multiple-blocker events: 14 Temporary aisle reoccupations: 71 RIGHT AISLE ----------- Total moves: 2069 Maximum occupied tiles: 12 Seat events: 138 Single-blocker events: 34 Multiple-blocker events: 16 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 99 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5834 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7096 Total stationary ticks: 134547 Seat-event requests: 295 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 571 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 571 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 42 EXTREME-OCCUPANCY HOLDOUT REPLICATION ============================================================ Date/Time: 2026-07-17 09:26:29 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 7783790101901 Scenario number: 11 Scenario seed: -5434942050455809712 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.50% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1022 Passengers seated: 282/282 Average waiting ticks: 459.29 Longest waiting passenger: P207->30C(LEFT) Longest waiting ticks: 956 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2312 Maximum occupied tiles: 12 Seat events: 144 Single-blocker events: 43 Multiple-blocker events: 14 Temporary aisle reoccupations: 71 RIGHT AISLE ----------- Total moves: 2069 Maximum occupied tiles: 12 Seat events: 138 Single-blocker events: 34 Multiple-blocker events: 16 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 99 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5829 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7102 Total stationary ticks: 134548 Seat-event requests: 295 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 580 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 580 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 11 | standardDataset=282/282 (100.00%) | finalTwoRowRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 42 EXTREME-OCCUPANCY HOLDOUT REPLICATION ============================================================ Date/Time: 2026-07-17 09:26:29 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 7783790101901 Scenario number: 12 Scenario seed: 8930190504163048624 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 99.72% OUTCOME ------- Status: SUCCESS Completed ticks: 1244 Passengers seated: 353/353 Average waiting ticks: 582.57 Longest waiting passenger: P153->5D(RIGHT) Longest waiting ticks: 1167 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 5 Cluster candidates evaluated: 5 Executable cluster candidates: 4 Rejected cluster candidates: 1 Cluster selections: 4 Cluster-selected events started: 4 Largest detected cluster: 8 Selected release potential total: 16 Last cluster decision: RIGHT:tiles14-17:occupied=4:anchor=P214:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 32 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=32 Confirmation deferral ticks: 6 Regions reaching confirmation: 3 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 3 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3161 Maximum occupied tiles: 14 Seat events: 176 Single-blocker events: 45 Multiple-blocker events: 26 Temporary aisle reoccupations: 101 RIGHT AISLE ----------- Total moves: 3072 Maximum occupied tiles: 14 Seat events: 177 Single-blocker events: 46 Multiple-blocker events: 31 Temporary aisle reoccupations: 111 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 161 Reservations granted: 157 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8000 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 10067 Total stationary ticks: 212730 Seat-event requests: 385 Failed seat-event starts: 32 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 943 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 32 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 943 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 386\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 8\nOccupied-space rejections: 38\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 42 EXTREME-OCCUPANCY HOLDOUT REPLICATION ============================================================ Date/Time: 2026-07-17 09:26:29 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 7783790101901 Scenario number: 12 Scenario seed: 8930190504163048624 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 99.72% OUTCOME ------- Status: SUCCESS Completed ticks: 1244 Passengers seated: 353/353 Average waiting ticks: 582.57 Longest waiting passenger: P153->5D(RIGHT) Longest waiting ticks: 1167 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 5 Cluster candidates evaluated: 5 Executable cluster candidates: 4 Rejected cluster candidates: 1 Cluster selections: 4 Cluster-selected events started: 4 Largest detected cluster: 8 Selected release potential total: 16 Last cluster decision: RIGHT:tiles14-17:occupied=4:anchor=P214:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 32 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=32 Confirmation deferral ticks: 6 Regions reaching confirmation: 3 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 3 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3161 Maximum occupied tiles: 14 Seat events: 176 Single-blocker events: 45 Multiple-blocker events: 26 Temporary aisle reoccupations: 101 RIGHT AISLE ----------- Total moves: 3072 Maximum occupied tiles: 14 Seat events: 177 Single-blocker events: 46 Multiple-blocker events: 31 Temporary aisle reoccupations: 111 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 161 Reservations granted: 157 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8000 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 10067 Total stationary ticks: 212730 Seat-event requests: 385 Failed seat-event starts: 32 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 943 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 32 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 943 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 386\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 8\nOccupied-space rejections: 38\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 12 | standardDataset=353/353 (100.00%) | finalTwoRowRiskDispersionDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=4 | clusterStarts=4 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 42 EXTREME-OCCUPANCY HOLDOUT REPLICATION ============================================================ Date/Time: 2026-07-17 09:26:29 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 7783790101901 Scenario number: 13 Scenario seed: 6619538691140691368 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 67.38% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 1009 Passengers seated: 282/282 Average waiting ticks: 469.62 Longest waiting passenger: P263->32G(RIGHT) Longest waiting ticks: 938 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2151 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 46 Multiple-blocker events: 16 Temporary aisle reoccupations: 78 RIGHT AISLE ----------- Total moves: 2225 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 42 Multiple-blocker events: 12 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 99 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5457 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6834 Total stationary ticks: 136961 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 759 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 759 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 293\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 42 EXTREME-OCCUPANCY HOLDOUT REPLICATION ============================================================ Date/Time: 2026-07-17 09:26:29 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 7783790101901 Scenario number: 13 Scenario seed: 6619538691140691368 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 67.38% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 1009 Passengers seated: 282/282 Average waiting ticks: 469.59 Longest waiting passenger: P263->32G(RIGHT) Longest waiting ticks: 938 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2151 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 46 Multiple-blocker events: 16 Temporary aisle reoccupations: 78 RIGHT AISLE ----------- Total moves: 2225 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 42 Multiple-blocker events: 12 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 99 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5462 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6834 Total stationary ticks: 136961 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 751 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 751 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 293\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 13 | standardDataset=282/282 (100.00%) | finalTwoRowRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 42 EXTREME-OCCUPANCY HOLDOUT REPLICATION ============================================================ Date/Time: 2026-07-17 09:26:29 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 7783790101901 Scenario number: 14 Scenario seed: 7902813475026054869 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.74% Aisle-assignment balance: 91.91% OUTCOME ------- Status: SUCCESS Completed ticks: 901 Passengers seated: 235/235 Average waiting ticks: 388.31 Longest waiting passenger: P145->21D(RIGHT) Longest waiting ticks: 848 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles24-26:occupied=3:anchor=P152:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 22 Regions dissolved: 2 Repeated reconstructions avoided: 22 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=11 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1563 Maximum occupied tiles: 11 Seat events: 108 Single-blocker events: 28 Multiple-blocker events: 9 Temporary aisle reoccupations: 48 RIGHT AISLE ----------- Total moves: 1852 Maximum occupied tiles: 12 Seat events: 127 Single-blocker events: 33 Multiple-blocker events: 13 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 127 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4363 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5441 Total stationary ticks: 94892 Seat-event requests: 246 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 544 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 544 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 42 EXTREME-OCCUPANCY HOLDOUT REPLICATION ============================================================ Date/Time: 2026-07-17 09:26:29 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 7783790101901 Scenario number: 14 Scenario seed: 7902813475026054869 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.74% Aisle-assignment balance: 91.91% OUTCOME ------- Status: SUCCESS Completed ticks: 901 Passengers seated: 235/235 Average waiting ticks: 388.31 Longest waiting passenger: P145->21D(RIGHT) Longest waiting ticks: 848 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles24-26:occupied=3:anchor=P152:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 22 Regions dissolved: 2 Repeated reconstructions avoided: 22 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=11 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1563 Maximum occupied tiles: 11 Seat events: 108 Single-blocker events: 28 Multiple-blocker events: 9 Temporary aisle reoccupations: 48 RIGHT AISLE ----------- Total moves: 1852 Maximum occupied tiles: 12 Seat events: 127 Single-blocker events: 33 Multiple-blocker events: 13 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 127 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4363 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5441 Total stationary ticks: 94892 Seat-event requests: 246 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 544 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 544 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 14 | standardDataset=235/235 (100.00%) | finalTwoRowRiskDispersionDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 42 EXTREME-OCCUPANCY HOLDOUT REPLICATION ============================================================ Date/Time: 2026-07-17 09:26:29 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 7783790101901 Scenario number: 15 Scenario seed: -7403371737772228366 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 98.02% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2767 Passengers seated: 289/353 Average waiting ticks: 840.37 Longest waiting passenger: P0->9A(LEFT) Longest waiting ticks: 2767 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 18 Cluster candidates evaluated: 18 Executable cluster candidates: 0 Rejected cluster candidates: 18 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 16 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1941 Regions dissolved: 1 Repeated reconstructions avoided: 1941 Largest region lifetime: 1920 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1920:occupied=16 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1895 State changes reopening evaluation: 17 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2177 Maximum occupied tiles: 18 Seat events: 116 Single-blocker events: 29 Multiple-blocker events: 8 Temporary aisle reoccupations: 45 RIGHT AISLE ----------- Total moves: 3028 Maximum occupied tiles: 12 Seat events: 173 Single-blocker events: 45 Multiple-blocker events: 19 Temporary aisle reoccupations: 88 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 2033 Reservations granted: 2029 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 46 Remaining moving in aisle: 15 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 29101 Longest unresolved passenger ID: 0 Longest unresolved row: 9 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 14 Longest dependency chain: P204(3F/LEFT) -> P352(18G/LEFT) -> P232(32B/LEFT) -> P149(30B/LEFT) -> P293(25G/LEFT) -> P40(29E/LEFT) -> P330(15F/LEFT) -> P258(31B/LEFT) -> P264(14C/LEFT) -> P108(21E/LEFT) -> P271(31G/LEFT) -> P133(25D/LEFT) -> P142(15B/LEFT) -> P266(14E/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 204 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 15 Total blocked ticks: 41411 Total stationary ticks: 330135 Seat-event requests: 2210 Failed seat-event starts: 1921 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 266 Critical blocker identity: P266->14E(LEFT) Direct fan-out: 1 Total indirect descendants: 13 Critical tree size including blocker: 14 Critical tree depth: 14 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 18 Unresolved outside passengers: 46 Unresolved internal passengers outside critical tree: 4 Critical blocker tree: P266(14E/LEFT/WAITING_FOR_SEAT_EVENT) P142(15B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P133(25D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P271(31G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P108(21E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P264(14C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P258(31B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P330(15F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P40(29E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P293(25G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P149(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P232(32B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P352(18G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P204(3F/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1921 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 15 Critical blocker unavailable yield tiles: 15 Critical blocker yield-tile occupants: 87 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1921 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 647 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[87]: P87(29G/LEFT/MOVING_IN_AISLE@tile15) -> P306(16G/LEFT/WAITING_AT_ROW@tile16) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P306->16G(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P87{seat=29G,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=15,directBlocker=306,lastMoveTick=847,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 15 Current unavailable yield tiles: 15 Current yield-tile occupants: 87 Final row-event chain: 266|87|306 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2215\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1946\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 42 EXTREME-OCCUPANCY HOLDOUT REPLICATION ============================================================ Date/Time: 2026-07-17 09:26:29 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 7783790101901 Scenario number: 15 Scenario seed: -7403371737772228366 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 98.02% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2767 Passengers seated: 289/353 Average waiting ticks: 840.39 Longest waiting passenger: P0->9A(LEFT) Longest waiting ticks: 2767 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 18 Cluster candidates evaluated: 18 Executable cluster candidates: 0 Rejected cluster candidates: 18 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 16 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1941 Regions dissolved: 1 Repeated reconstructions avoided: 1941 Largest region lifetime: 1920 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1920:occupied=16 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1895 State changes reopening evaluation: 17 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2177 Maximum occupied tiles: 18 Seat events: 116 Single-blocker events: 29 Multiple-blocker events: 8 Temporary aisle reoccupations: 45 RIGHT AISLE ----------- Total moves: 3028 Maximum occupied tiles: 12 Seat events: 173 Single-blocker events: 45 Multiple-blocker events: 19 Temporary aisle reoccupations: 88 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 2033 Reservations granted: 2029 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 46 Remaining moving in aisle: 15 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 29098 Longest unresolved passenger ID: 0 Longest unresolved row: 9 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 14 Longest dependency chain: P204(3F/LEFT) -> P352(18G/LEFT) -> P232(32B/LEFT) -> P149(30B/LEFT) -> P293(25G/LEFT) -> P40(29E/LEFT) -> P330(15F/LEFT) -> P258(31B/LEFT) -> P264(14C/LEFT) -> P108(21E/LEFT) -> P271(31G/LEFT) -> P133(25D/LEFT) -> P142(15B/LEFT) -> P266(14E/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 204 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 15 Total blocked ticks: 41389 Total stationary ticks: 330128 Seat-event requests: 2210 Failed seat-event starts: 1921 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 266 Critical blocker identity: P266->14E(LEFT) Direct fan-out: 1 Total indirect descendants: 13 Critical tree size including blocker: 14 Critical tree depth: 14 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 18 Unresolved outside passengers: 46 Unresolved internal passengers outside critical tree: 4 Critical blocker tree: P266(14E/LEFT/WAITING_FOR_SEAT_EVENT) P142(15B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P133(25D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P271(31G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P108(21E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P264(14C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P258(31B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P330(15F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P40(29E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P293(25G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P149(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P232(32B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P352(18G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P204(3F/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1921 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 15 Critical blocker unavailable yield tiles: 15 Critical blocker yield-tile occupants: 87 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1921 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 641 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[87]: P87(29G/LEFT/MOVING_IN_AISLE@tile15) -> P306(16G/LEFT/WAITING_AT_ROW@tile16) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P306->16G(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P87{seat=29G,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=15,directBlocker=306,lastMoveTick=847,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 15 Current unavailable yield tiles: 15 Current yield-tile occupants: 87 Final row-event chain: 266|87|306 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2215\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1946\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 15 | standardDataset=289/353 (81.87%) | finalTwoRowRiskDispersionDataset=289/353 (81.87%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | finalTwoRowRiskDispersionFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 42 EXTREME-OCCUPANCY HOLDOUT REPLICATION ============================================================ Date/Time: 2026-07-17 09:26:29 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 7783790101901 Scenario number: 16 Scenario seed: 6297786529680945464 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 98.58% OUTCOME ------- Status: SUCCESS Completed ticks: 1003 Passengers seated: 282/282 Average waiting ticks: 463.94 Longest waiting passenger: P278->19E(LEFT) Longest waiting ticks: 937 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles21-24:occupied=3:anchor=P103:selected=P94:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2138 Maximum occupied tiles: 15 Seat events: 143 Single-blocker events: 45 Multiple-blocker events: 14 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 2200 Maximum occupied tiles: 13 Seat events: 139 Single-blocker events: 35 Multiple-blocker events: 18 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 100 Reservations granted: 100 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5583 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6994 Total stationary ticks: 135547 Seat-event requests: 296 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 731 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 731 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 9\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 42 EXTREME-OCCUPANCY HOLDOUT REPLICATION ============================================================ Date/Time: 2026-07-17 09:26:29 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 7783790101901 Scenario number: 16 Scenario seed: 6297786529680945464 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 98.58% OUTCOME ------- Status: SUCCESS Completed ticks: 1003 Passengers seated: 282/282 Average waiting ticks: 463.95 Longest waiting passenger: P278->19E(LEFT) Longest waiting ticks: 937 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles21-24:occupied=3:anchor=P103:selected=P94:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2138 Maximum occupied tiles: 15 Seat events: 143 Single-blocker events: 45 Multiple-blocker events: 14 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 2200 Maximum occupied tiles: 13 Seat events: 139 Single-blocker events: 35 Multiple-blocker events: 18 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 100 Reservations granted: 100 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5578 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6981 Total stationary ticks: 135544 Seat-event requests: 296 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 724 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 724 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 9\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 16 | standardDataset=282/282 (100.00%) | finalTwoRowRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 42 EXTREME-OCCUPANCY HOLDOUT REPLICATION ============================================================ Date/Time: 2026-07-17 09:26:30 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 7783790101901 Scenario number: 17 Scenario seed: 3106842478631310640 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.50% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 100.00% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2491 Passengers seated: 278/282 Average waiting ticks: 477.98 Longest waiting passenger: P95->30B(LEFT) Longest waiting ticks: 2447 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 2 Cluster candidates evaluated: 4 Executable cluster candidates: 0 Rejected cluster candidates: 4 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 4 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1611 Regions dissolved: 0 Repeated reconstructions avoided: 1611 Largest region lifetime: 1612 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1612:occupied=4 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1548 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2210 Maximum occupied tiles: 13 Seat events: 137 Single-blocker events: 43 Multiple-blocker events: 7 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 2172 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 36 Multiple-blocker events: 15 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 97 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 5885 Longest unresolved passenger ID: 201 Longest unresolved row: 32 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P127(32F/LEFT) -> P95(30B/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 127 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 13505 Total stationary ticks: 141057 Seat-event requests: 1860 Failed seat-event starts: 1582 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 95 Critical blocker identity: P95->30B(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 4 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P95(30B/LEFT/WAITING_FOR_SEAT_EVENT) P127(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1582 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: 191 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 2 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1582 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 980 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[191]: P191(31B/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P191->31B(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P191{seat=31B,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=827,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 31 Current unavailable yield tiles: 31 Current yield-tile occupants: 191 Final row-event chain: 95|191 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1862\nPrecedence substitutions made: 5\nDependency chains followed: 1578\nBlocked by waiting-row occupant: 3131\nSubstituted events started: 7\nOccupied-space rejections: 6259\nMaximum scheduling-chain depth: 3\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 42 EXTREME-OCCUPANCY HOLDOUT REPLICATION ============================================================ Date/Time: 2026-07-17 09:26:30 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 7783790101901 Scenario number: 17 Scenario seed: 3106842478631310640 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.50% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 991 Passengers seated: 282/282 Average waiting ticks: 461.40 Longest waiting passenger: P138->5F(RIGHT) Longest waiting ticks: 961 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2213 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 46 Multiple-blocker events: 8 Temporary aisle reoccupations: 62 RIGHT AISLE ----------- Total moves: 2172 Maximum occupied tiles: 12 Seat events: 141 Single-blocker events: 36 Multiple-blocker events: 15 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 100 Reservations granted: 98 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5528 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7015 Total stationary ticks: 134826 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 778 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 778 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 293\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 17 | standardDataset=278/282 (98.58%) | finalTwoRowRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+4 | completionDelta=+1.42% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=true | finalTwoRowRiskDispersionWorse=false | standardFamily=LINKED_ROW_EVENT_CHAIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 42 EXTREME-OCCUPANCY HOLDOUT REPLICATION ============================================================ Date/Time: 2026-07-17 09:26:30 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 7783790101901 Scenario number: 18 Scenario seed: 7262019023721315868 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 96.88% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2715 Passengers seated: 315/353 Average waiting ticks: 697.32 Longest waiting passenger: P1->6H(RIGHT) Longest waiting ticks: 2715 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 10 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 13 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1700 Regions dissolved: 0 Repeated reconstructions avoided: 1700 Largest region lifetime: 1701 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1701:occupied=13 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1684 State changes reopening evaluation: 9 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3083 Maximum occupied tiles: 14 Seat events: 171 Single-blocker events: 46 Multiple-blocker events: 23 Temporary aisle reoccupations: 95 RIGHT AISLE ----------- Total moves: 2534 Maximum occupied tiles: 17 Seat events: 144 Single-blocker events: 26 Multiple-blocker events: 17 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1831 Reservations granted: 1831 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 21 Remaining moving in aisle: 13 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 22554 Longest unresolved passenger ID: 1 Longest unresolved row: 6 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 13 Longest dependency chain: P128(25J/RIGHT) -> P61(7D/RIGHT) -> P99(31G/RIGHT) -> P221(23H/RIGHT) -> P224(18F/RIGHT) -> P259(36G/RIGHT) -> P43(23G/RIGHT) -> P195(11F/RIGHT) -> P337(26D/RIGHT) -> P129(25D/RIGHT) -> P298(35H/RIGHT) -> P49(18E/RIGHT) -> P270(13D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 128 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 13 Total blocked ticks: 37066 Total stationary ticks: 273957 Seat-event requests: 2031 Failed seat-event starts: 1716 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 270 Critical blocker identity: P270->13D(RIGHT) Direct fan-out: 1 Total indirect descendants: 12 Critical tree size including blocker: 13 Critical tree depth: 13 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 17 Unresolved outside passengers: 21 Unresolved internal passengers outside critical tree: 4 Critical blocker tree: P270(13D/RIGHT/WAITING_FOR_SEAT_EVENT) P49(18E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P298(35H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P129(25D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P337(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P195(11F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P43(23G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P259(36G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P224(18F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P221(23H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P99(31G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P61(7D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P128(25J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1716 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 14|15|16 Critical blocker unavailable yield tiles: 16 Critical blocker yield-tile occupants: 288 Waiting-row passengers with zero blockers: 3 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1716 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 760 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[288]: P288(23F/RIGHT/MOVING_IN_AISLE@tile16) -> P189(17I/RIGHT/WAITING_AT_ROW@tile17) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P189->17I(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P288{seat=23F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=16,directBlocker=189,lastMoveTick=1007,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 14|15|16 Current unavailable yield tiles: 16 Current yield-tile occupants: 288 Final row-event chain: 270|288|189 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2031\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 1716\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 42 EXTREME-OCCUPANCY HOLDOUT REPLICATION ============================================================ Date/Time: 2026-07-17 09:26:30 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 7783790101901 Scenario number: 18 Scenario seed: 7262019023721315868 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 96.88% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2715 Passengers seated: 315/353 Average waiting ticks: 697.32 Longest waiting passenger: P1->6H(RIGHT) Longest waiting ticks: 2715 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 10 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 13 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1700 Regions dissolved: 0 Repeated reconstructions avoided: 1700 Largest region lifetime: 1701 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1701:occupied=13 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1684 State changes reopening evaluation: 9 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3083 Maximum occupied tiles: 14 Seat events: 171 Single-blocker events: 46 Multiple-blocker events: 23 Temporary aisle reoccupations: 95 RIGHT AISLE ----------- Total moves: 2534 Maximum occupied tiles: 17 Seat events: 144 Single-blocker events: 26 Multiple-blocker events: 17 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1831 Reservations granted: 1831 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 21 Remaining moving in aisle: 13 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 22554 Longest unresolved passenger ID: 1 Longest unresolved row: 6 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 13 Longest dependency chain: P128(25J/RIGHT) -> P61(7D/RIGHT) -> P99(31G/RIGHT) -> P221(23H/RIGHT) -> P224(18F/RIGHT) -> P259(36G/RIGHT) -> P43(23G/RIGHT) -> P195(11F/RIGHT) -> P337(26D/RIGHT) -> P129(25D/RIGHT) -> P298(35H/RIGHT) -> P49(18E/RIGHT) -> P270(13D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 128 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 13 Total blocked ticks: 37066 Total stationary ticks: 273957 Seat-event requests: 2031 Failed seat-event starts: 1716 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 270 Critical blocker identity: P270->13D(RIGHT) Direct fan-out: 1 Total indirect descendants: 12 Critical tree size including blocker: 13 Critical tree depth: 13 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 17 Unresolved outside passengers: 21 Unresolved internal passengers outside critical tree: 4 Critical blocker tree: P270(13D/RIGHT/WAITING_FOR_SEAT_EVENT) P49(18E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P298(35H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P129(25D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P337(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P195(11F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P43(23G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P259(36G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P224(18F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P221(23H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P99(31G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P61(7D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P128(25J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1716 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 14|15|16 Critical blocker unavailable yield tiles: 16 Critical blocker yield-tile occupants: 288 Waiting-row passengers with zero blockers: 3 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1716 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 760 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[288]: P288(23F/RIGHT/MOVING_IN_AISLE@tile16) -> P189(17I/RIGHT/WAITING_AT_ROW@tile17) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P189->17I(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P288{seat=23F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=16,directBlocker=189,lastMoveTick=1007,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 14|15|16 Current unavailable yield tiles: 16 Current yield-tile occupants: 288 Final row-event chain: 270|288|189 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2031\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 1716\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 18 | standardDataset=315/353 (89.24%) | finalTwoRowRiskDispersionDataset=315/353 (89.24%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | finalTwoRowRiskDispersionFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 42 EXTREME-OCCUPANCY HOLDOUT REPLICATION ============================================================ Date/Time: 2026-07-17 09:26:30 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 7783790101901 Scenario number: 19 Scenario seed: 556484037352401663 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 91.91% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2256 Passengers seated: 162/235 Average waiting ticks: 809.65 Longest waiting passenger: P0->21A(LEFT) Longest waiting ticks: 2256 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 10 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 11 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1883 Regions dissolved: 0 Repeated reconstructions avoided: 1883 Largest region lifetime: 1884 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1884:occupied=11 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1862 State changes reopening evaluation: 9 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 850 Maximum occupied tiles: 13 Seat events: 54 Single-blocker events: 8 Multiple-blocker events: 1 Temporary aisle reoccupations: 10 RIGHT AISLE ----------- Total moves: 1626 Maximum occupied tiles: 11 Seat events: 108 Single-blocker events: 23 Multiple-blocker events: 9 Temporary aisle reoccupations: 43 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1958 Reservations granted: 1958 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 60 Remaining moving in aisle: 11 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 20949 Longest unresolved passenger ID: 0 Longest unresolved row: 21 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 11 Longest dependency chain: P186(25F/LEFT) -> P224(4A/LEFT) -> P207(16A/LEFT) -> P174(19C/LEFT) -> P215(19A/LEFT) -> P205(14B/LEFT) -> P32(15D/LEFT) -> P9(18F/LEFT) -> P64(12F/LEFT) -> P85(21E/LEFT) -> P80(11F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 186 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 11 Total blocked ticks: 28325 Total stationary ticks: 213627 Seat-event requests: 2042 Failed seat-event starts: 1880 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 80 Critical blocker identity: P80->11F(LEFT) Direct fan-out: 1 Total indirect descendants: 10 Critical tree size including blocker: 11 Critical tree depth: 11 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 13 Unresolved outside passengers: 60 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P80(11F/LEFT/WAITING_FOR_SEAT_EVENT) P85(21E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P64(12F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P9(18F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P32(15D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P205(14B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P215(19A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P174(19C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P207(16A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P224(4A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P186(25F/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1880 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 12|13|14 Critical blocker unavailable yield tiles: 14 Critical blocker yield-tile occupants: 228 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1880 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 391 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[228]: P228(20F/LEFT/MOVING_IN_AISLE@tile14) -> P192(15F/LEFT/WAITING_AT_ROW@tile15) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P192->15F(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P228{seat=20F,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=14,directBlocker=192,lastMoveTick=365,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 12|13|14 Current unavailable yield tiles: 14 Current yield-tile occupants: 228 Final row-event chain: 80|228|192 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2042\nPrecedence substitutions made: 1\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1881\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 42 EXTREME-OCCUPANCY HOLDOUT REPLICATION ============================================================ Date/Time: 2026-07-17 09:26:30 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 7783790101901 Scenario number: 19 Scenario seed: 556484037352401663 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 91.91% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2256 Passengers seated: 162/235 Average waiting ticks: 809.60 Longest waiting passenger: P0->21A(LEFT) Longest waiting ticks: 2256 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 10 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 11 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1883 Regions dissolved: 0 Repeated reconstructions avoided: 1883 Largest region lifetime: 1884 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1884:occupied=11 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1862 State changes reopening evaluation: 9 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 850 Maximum occupied tiles: 13 Seat events: 54 Single-blocker events: 8 Multiple-blocker events: 1 Temporary aisle reoccupations: 10 RIGHT AISLE ----------- Total moves: 1626 Maximum occupied tiles: 11 Seat events: 108 Single-blocker events: 23 Multiple-blocker events: 9 Temporary aisle reoccupations: 43 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1958 Reservations granted: 1958 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 60 Remaining moving in aisle: 11 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 20949 Longest unresolved passenger ID: 0 Longest unresolved row: 21 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 11 Longest dependency chain: P186(25F/LEFT) -> P224(4A/LEFT) -> P207(16A/LEFT) -> P174(19C/LEFT) -> P215(19A/LEFT) -> P205(14B/LEFT) -> P32(15D/LEFT) -> P9(18F/LEFT) -> P64(12F/LEFT) -> P85(21E/LEFT) -> P80(11F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 186 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 11 Total blocked ticks: 28326 Total stationary ticks: 213627 Seat-event requests: 2042 Failed seat-event starts: 1880 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 80 Critical blocker identity: P80->11F(LEFT) Direct fan-out: 1 Total indirect descendants: 10 Critical tree size including blocker: 11 Critical tree depth: 11 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 13 Unresolved outside passengers: 60 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P80(11F/LEFT/WAITING_FOR_SEAT_EVENT) P85(21E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P64(12F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P9(18F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P32(15D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P205(14B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P215(19A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P174(19C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P207(16A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P224(4A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P186(25F/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1880 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 12|13|14 Critical blocker unavailable yield tiles: 14 Critical blocker yield-tile occupants: 228 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1880 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 383 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[228]: P228(20F/LEFT/MOVING_IN_AISLE@tile14) -> P192(15F/LEFT/WAITING_AT_ROW@tile15) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P192->15F(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P228{seat=20F,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=14,directBlocker=192,lastMoveTick=365,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 12|13|14 Current unavailable yield tiles: 14 Current yield-tile occupants: 228 Final row-event chain: 80|228|192 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2042\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 1880\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 19 | standardDataset=162/235 (68.94%) | finalTwoRowRiskDispersionDataset=162/235 (68.94%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | finalTwoRowRiskDispersionFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 42 EXTREME-OCCUPANCY HOLDOUT REPLICATION ============================================================ Date/Time: 2026-07-17 09:26:30 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 7783790101901 Scenario number: 20 Scenario seed: -5157715326233860361 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 98.58% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2761 Passengers seated: 236/353 Average waiting ticks: 1217.81 Longest waiting passenger: P6->29G(RIGHT) Longest waiting ticks: 2761 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2346 Regions dissolved: 0 Repeated reconstructions avoided: 2346 Largest region lifetime: 2347 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2347:occupied=3 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 2344 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3152 Maximum occupied tiles: 14 Seat events: 179 Single-blocker events: 49 Multiple-blocker events: 17 Temporary aisle reoccupations: 83 RIGHT AISLE ----------- Total moves: 1046 Maximum occupied tiles: 10 Seat events: 57 Single-blocker events: 8 Multiple-blocker events: 0 Temporary aisle reoccupations: 8 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 2449 Reservations granted: 2449 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 107 Remaining moving in aisle: 4 Remaining waiting at row: 6 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 14644 Longest unresolved passenger ID: 6 Longest unresolved row: 29 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P341(18H/RIGHT) -> P82(33I/RIGHT) -> P85(3D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 341 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 4 Total blocked ticks: 29481 Total stationary ticks: 443600 Seat-event requests: 2592 Failed seat-event starts: 2356 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 85 Critical blocker identity: P85->3D(RIGHT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 6 Terminal WAITING_FOR_SEAT_EVENT nodes: 6 Unresolved internal passengers: 10 Unresolved outside passengers: 107 Unresolved internal passengers outside critical tree: 7 Critical blocker tree: P85(3D/RIGHT/WAITING_FOR_SEAT_EVENT) P82(33I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P341(18H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 2356 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 4|5|6 Critical blocker unavailable yield tiles: 6 Critical blocker yield-tile occupants: 177 Waiting-row passengers with zero blockers: 5 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 2356 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 507 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[177]: P177(35H/RIGHT/MOVING_IN_AISLE@tile6) -> P135(7J/RIGHT/WAITING_AT_ROW@tile7) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P135->7J(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P177{seat=35H,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=6,directBlocker=135,lastMoveTick=413,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 4|5|6 Current unavailable yield tiles: 6 Current yield-tile occupants: 177 Final row-event chain: 85|177|135 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2592\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 2357\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 42 EXTREME-OCCUPANCY HOLDOUT REPLICATION ============================================================ Date/Time: 2026-07-17 09:26:30 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 7783790101901 Scenario number: 20 Scenario seed: -5157715326233860361 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 98.58% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2761 Passengers seated: 236/353 Average waiting ticks: 1217.81 Longest waiting passenger: P6->29G(RIGHT) Longest waiting ticks: 2761 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2346 Regions dissolved: 0 Repeated reconstructions avoided: 2346 Largest region lifetime: 2347 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2347:occupied=3 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 2344 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3152 Maximum occupied tiles: 14 Seat events: 179 Single-blocker events: 49 Multiple-blocker events: 17 Temporary aisle reoccupations: 83 RIGHT AISLE ----------- Total moves: 1046 Maximum occupied tiles: 10 Seat events: 57 Single-blocker events: 8 Multiple-blocker events: 0 Temporary aisle reoccupations: 8 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 2449 Reservations granted: 2449 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 107 Remaining moving in aisle: 4 Remaining waiting at row: 6 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 14644 Longest unresolved passenger ID: 6 Longest unresolved row: 29 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P341(18H/RIGHT) -> P82(33I/RIGHT) -> P85(3D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 341 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 4 Total blocked ticks: 29481 Total stationary ticks: 443600 Seat-event requests: 2592 Failed seat-event starts: 2356 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 85 Critical blocker identity: P85->3D(RIGHT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 6 Terminal WAITING_FOR_SEAT_EVENT nodes: 6 Unresolved internal passengers: 10 Unresolved outside passengers: 107 Unresolved internal passengers outside critical tree: 7 Critical blocker tree: P85(3D/RIGHT/WAITING_FOR_SEAT_EVENT) P82(33I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P341(18H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 2356 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 4|5|6 Critical blocker unavailable yield tiles: 6 Critical blocker yield-tile occupants: 177 Waiting-row passengers with zero blockers: 5 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 2356 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 507 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[177]: P177(35H/RIGHT/MOVING_IN_AISLE@tile6) -> P135(7J/RIGHT/WAITING_AT_ROW@tile7) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P135->7J(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P177{seat=35H,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=6,directBlocker=135,lastMoveTick=413,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 4|5|6 Current unavailable yield tiles: 6 Current yield-tile occupants: 177 Final row-event chain: 85|177|135 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2592\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 2357\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 20 | standardDataset=236/353 (66.86%) | finalTwoRowRiskDispersionDataset=236/353 (66.86%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | finalTwoRowRiskDispersionFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 42 EXTREME-OCCUPANCY HOLDOUT REPLICATION ============================================================ Date/Time: 2026-07-17 09:26:30 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 7783790101901 Scenario number: 21 Scenario seed: 5810276377378322791 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.05% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 94.62% OUTCOME ------- Status: SUCCESS Completed ticks: 1310 Passengers seated: 353/353 Average waiting ticks: 583.82 Longest waiting passenger: P135->18B(LEFT) Longest waiting ticks: 1245 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: LEFT:tiles8-10:occupied=3:anchor=P80:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 65 Regions dissolved: 3 Repeated reconstructions avoided: 65 Largest region lifetime: 33 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=11 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3251 Maximum occupied tiles: 14 Seat events: 186 Single-blocker events: 52 Multiple-blocker events: 32 Temporary aisle reoccupations: 121 RIGHT AISLE ----------- Total moves: 2930 Maximum occupied tiles: 16 Seat events: 167 Single-blocker events: 51 Multiple-blocker events: 20 Temporary aisle reoccupations: 94 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 161 Reservations granted: 157 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8075 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 10259 Total stationary ticks: 213183 Seat-event requests: 377 Failed seat-event starts: 24 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 1078 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 24 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 1078 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 379\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 42 EXTREME-OCCUPANCY HOLDOUT REPLICATION ============================================================ Date/Time: 2026-07-17 09:26:30 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 7783790101901 Scenario number: 21 Scenario seed: 5810276377378322791 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 28.05% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 94.62% OUTCOME ------- Status: SUCCESS Completed ticks: 1310 Passengers seated: 353/353 Average waiting ticks: 583.78 Longest waiting passenger: P135->18B(LEFT) Longest waiting ticks: 1245 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: LEFT:tiles8-10:occupied=3:anchor=P80:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 65 Regions dissolved: 3 Repeated reconstructions avoided: 65 Largest region lifetime: 33 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=11 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3251 Maximum occupied tiles: 14 Seat events: 186 Single-blocker events: 52 Multiple-blocker events: 32 Temporary aisle reoccupations: 121 RIGHT AISLE ----------- Total moves: 2930 Maximum occupied tiles: 16 Seat events: 167 Single-blocker events: 51 Multiple-blocker events: 20 Temporary aisle reoccupations: 94 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 161 Reservations granted: 157 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8090 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 10253 Total stationary ticks: 213182 Seat-event requests: 377 Failed seat-event starts: 24 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 1065 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 24 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 1065 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 379\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 21 | standardDataset=353/353 (100.00%) | finalTwoRowRiskDispersionDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=2 | clusterStarts=1 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 42 EXTREME-OCCUPANCY HOLDOUT REPLICATION ============================================================ Date/Time: 2026-07-17 09:26:30 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 7783790101901 Scenario number: 22 Scenario seed: -8776407168362637748 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 93.62% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2556 Passengers seated: 269/282 Average waiting ticks: 481.86 Longest waiting passenger: P150->22D(RIGHT) Longest waiting ticks: 2514 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 10 Cluster candidates evaluated: 12 Executable cluster candidates: 0 Rejected cluster candidates: 12 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 13 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1944 Regions dissolved: 0 Repeated reconstructions avoided: 1944 Largest region lifetime: 1945 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1945:occupied=13 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1770 State changes reopening evaluation: 9 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2345 Maximum occupied tiles: 12 Seat events: 150 Single-blocker events: 39 Multiple-blocker events: 19 Temporary aisle reoccupations: 77 RIGHT AISLE ----------- Total moves: 1969 Maximum occupied tiles: 18 Seat events: 119 Single-blocker events: 34 Multiple-blocker events: 10 Temporary aisle reoccupations: 54 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1809 Reservations granted: 1805 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 10 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 18559 Longest unresolved passenger ID: 140 Longest unresolved row: 32 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 7 Longest dependency chain: P119(24D/RIGHT) -> P67(31F/RIGHT) -> P172(32G/RIGHT) -> P251(30E/RIGHT) -> P230(32E/RIGHT) -> P86(30G/RIGHT) -> P136(29I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 119 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 10 Total blocked ticks: 30139 Total stationary ticks: 158229 Seat-event requests: 2064 Failed seat-event starts: 1795 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 136 Critical blocker identity: P136->29I(RIGHT) Direct fan-out: 1 Total indirect descendants: 6 Critical tree size including blocker: 7 Critical tree depth: 7 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 13 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 6 Critical blocker tree: P136(29I/RIGHT/WAITING_FOR_SEAT_EVENT) P86(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P230(32E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P251(30E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P172(32G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P67(31F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P119(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1791 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 1 Critical blocker required yield tiles: 30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 140 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1791 Rear-boundary failures: 4 Middle-bank reservation failures: 4 Active-event deferrals: 970 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[140]: P140(32F/RIGHT/MOVING_IN_AISLE@tile30) -> P208(31I/RIGHT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P208->31I(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: P140{seat=32F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=208,lastMoveTick=597,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 30 Current unavailable yield tiles: 30 Current yield-tile occupants: 140 Final row-event chain: 136|140|208 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2068\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 5\nOccupied-space rejections: 1794\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 42 EXTREME-OCCUPANCY HOLDOUT REPLICATION ============================================================ Date/Time: 2026-07-17 09:26:30 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 7783790101901 Scenario number: 22 Scenario seed: -8776407168362637748 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 93.62% OUTCOME ------- Status: SUCCESS Completed ticks: 1056 Passengers seated: 282/282 Average waiting ticks: 465.99 Longest waiting passenger: P127->25A(LEFT) Longest waiting ticks: 999 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2345 Maximum occupied tiles: 12 Seat events: 150 Single-blocker events: 38 Multiple-blocker events: 19 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2012 Maximum occupied tiles: 13 Seat events: 132 Single-blocker events: 36 Multiple-blocker events: 15 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 103 Reservations granted: 95 Reservations denied/waited: 8 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5493 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6891 Total stationary ticks: 136012 Seat-event requests: 290 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 737 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 8 Active-event deferrals: 737 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 5\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 22 | standardDataset=269/282 (95.39%) | finalTwoRowRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+13 | completionDelta=+4.61% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=true | finalTwoRowRiskDispersionWorse=false | standardFamily=MOVING_PASSENGER_YIELD_CHAIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 42 EXTREME-OCCUPANCY HOLDOUT REPLICATION ============================================================ Date/Time: 2026-07-17 09:26:30 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 7783790101901 Scenario number: 23 Scenario seed: -4163966659889787192 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 98.58% OUTCOME ------- Status: SUCCESS Completed ticks: 1271 Passengers seated: 353/353 Average waiting ticks: 587.13 Longest waiting passenger: P31->10H(RIGHT) Longest waiting ticks: 1216 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 11 Regions dissolved: 1 Repeated reconstructions avoided: 11 Largest region lifetime: 12 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=12 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3140 Maximum occupied tiles: 14 Seat events: 174 Single-blocker events: 53 Multiple-blocker events: 25 Temporary aisle reoccupations: 109 RIGHT AISLE ----------- Total moves: 3062 Maximum occupied tiles: 14 Seat events: 179 Single-blocker events: 55 Multiple-blocker events: 21 Temporary aisle reoccupations: 98 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 157 Reservations granted: 146 Reservations denied/waited: 11 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7702 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9696 Total stationary ticks: 213957 Seat-event requests: 364 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 968 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 11 Active-event deferrals: 968 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 376\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 5\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 42 EXTREME-OCCUPANCY HOLDOUT REPLICATION ============================================================ Date/Time: 2026-07-17 09:26:30 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 7783790101901 Scenario number: 23 Scenario seed: -4163966659889787192 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 98.58% OUTCOME ------- Status: SUCCESS Completed ticks: 1271 Passengers seated: 353/353 Average waiting ticks: 587.11 Longest waiting passenger: P31->10H(RIGHT) Longest waiting ticks: 1216 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 11 Regions dissolved: 1 Repeated reconstructions avoided: 11 Largest region lifetime: 12 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=12 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3140 Maximum occupied tiles: 14 Seat events: 174 Single-blocker events: 53 Multiple-blocker events: 25 Temporary aisle reoccupations: 109 RIGHT AISLE ----------- Total moves: 3062 Maximum occupied tiles: 14 Seat events: 179 Single-blocker events: 55 Multiple-blocker events: 21 Temporary aisle reoccupations: 98 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 157 Reservations granted: 146 Reservations denied/waited: 11 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7707 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9696 Total stationary ticks: 213957 Seat-event requests: 364 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 963 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 11 Active-event deferrals: 963 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 376\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 5\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 23 | standardDataset=353/353 (100.00%) | finalTwoRowRiskDispersionDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 42 EXTREME-OCCUPANCY HOLDOUT REPLICATION ============================================================ Date/Time: 2026-07-17 09:26:30 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 7783790101901 Scenario number: 24 Scenario seed: -8502607728785511639 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 91.91% OUTCOME ------- Status: SUCCESS Completed ticks: 898 Passengers seated: 235/235 Average waiting ticks: 387.78 Longest waiting passenger: P196->20A(LEFT) Longest waiting ticks: 861 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1825 Maximum occupied tiles: 11 Seat events: 127 Single-blocker events: 33 Multiple-blocker events: 22 Temporary aisle reoccupations: 82 RIGHT AISLE ----------- Total moves: 1584 Maximum occupied tiles: 11 Seat events: 108 Single-blocker events: 18 Multiple-blocker events: 11 Temporary aisle reoccupations: 42 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 126 Reservations granted: 123 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4180 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5193 Total stationary ticks: 94471 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 562 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 562 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 42 EXTREME-OCCUPANCY HOLDOUT REPLICATION ============================================================ Date/Time: 2026-07-17 09:26:30 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 7783790101901 Scenario number: 24 Scenario seed: -8502607728785511639 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 91.91% OUTCOME ------- Status: SUCCESS Completed ticks: 898 Passengers seated: 235/235 Average waiting ticks: 387.78 Longest waiting passenger: P196->20A(LEFT) Longest waiting ticks: 861 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1825 Maximum occupied tiles: 11 Seat events: 127 Single-blocker events: 33 Multiple-blocker events: 22 Temporary aisle reoccupations: 82 RIGHT AISLE ----------- Total moves: 1584 Maximum occupied tiles: 11 Seat events: 108 Single-blocker events: 18 Multiple-blocker events: 11 Temporary aisle reoccupations: 42 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 126 Reservations granted: 123 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4180 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5193 Total stationary ticks: 94471 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 562 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 562 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 24 | standardDataset=235/235 (100.00%) | finalTwoRowRiskDispersionDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 42 EXTREME-OCCUPANCY HOLDOUT REPLICATION ============================================================ Date/Time: 2026-07-17 09:26:30 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 7783790101901 Scenario number: 25 Scenario seed: -5861437385397938883 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 91.49% OUTCOME ------- Status: SUCCESS Completed ticks: 1110 Passengers seated: 282/282 Average waiting ticks: 483.55 Longest waiting passenger: P133->18C(LEFT) Longest waiting ticks: 1058 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles18-21:occupied=3:anchor=P33:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 19 Regions dissolved: 1 Repeated reconstructions avoided: 19 Largest region lifetime: 20 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=20 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2390 Maximum occupied tiles: 12 Seat events: 153 Single-blocker events: 54 Multiple-blocker events: 16 Temporary aisle reoccupations: 86 RIGHT AISLE ----------- Total moves: 1977 Maximum occupied tiles: 13 Seat events: 129 Single-blocker events: 39 Multiple-blocker events: 13 Temporary aisle reoccupations: 65 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 98 Reservations granted: 97 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5085 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6326 Total stationary ticks: 140434 Seat-event requests: 293 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 700 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 700 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 293\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 42 EXTREME-OCCUPANCY HOLDOUT REPLICATION ============================================================ Date/Time: 2026-07-17 09:26:30 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 7783790101901 Scenario number: 25 Scenario seed: -5861437385397938883 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 91.49% OUTCOME ------- Status: SUCCESS Completed ticks: 1110 Passengers seated: 282/282 Average waiting ticks: 483.55 Longest waiting passenger: P133->18C(LEFT) Longest waiting ticks: 1058 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles18-21:occupied=3:anchor=P33:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 19 Regions dissolved: 1 Repeated reconstructions avoided: 19 Largest region lifetime: 20 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=20 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2390 Maximum occupied tiles: 12 Seat events: 153 Single-blocker events: 54 Multiple-blocker events: 16 Temporary aisle reoccupations: 86 RIGHT AISLE ----------- Total moves: 1977 Maximum occupied tiles: 13 Seat events: 129 Single-blocker events: 39 Multiple-blocker events: 13 Temporary aisle reoccupations: 65 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 98 Reservations granted: 97 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5085 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6326 Total stationary ticks: 140434 Seat-event requests: 293 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 700 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 700 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 293\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 25 | standardDataset=282/282 (100.00%) | finalTwoRowRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 42 EXTREME-OCCUPANCY HOLDOUT REPLICATION ============================================================ Date/Time: 2026-07-17 09:26:30 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 7783790101901 Scenario number: 26 Scenario seed: 243659093190973898 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 96.32% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2710 Passengers seated: 313/353 Average waiting ticks: 642.52 Longest waiting passenger: P29->6E(LEFT) Longest waiting ticks: 2710 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 31 Cluster candidates evaluated: 123 Executable cluster candidates: 1 Rejected cluster candidates: 122 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 30 Selected release potential total: 3 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 2060 Regions dissolved: 1 Repeated reconstructions avoided: 2060 Largest region lifetime: 2052 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2052:occupied=22 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1743 State changes reopening evaluation: 29 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2786 Maximum occupied tiles: 34 Seat events: 143 Single-blocker events: 40 Multiple-blocker events: 14 Temporary aisle reoccupations: 70 RIGHT AISLE ----------- Total moves: 3056 Maximum occupied tiles: 16 Seat events: 170 Single-blocker events: 41 Multiple-blocker events: 22 Temporary aisle reoccupations: 87 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 174 Reservations granted: 174 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 6 Remaining moving in aisle: 26 Remaining waiting at row: 8 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 46306 Longest unresolved passenger ID: 29 Longest unresolved row: 6 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 14 Longest dependency chain: P83(21G/LEFT) -> P248(21C/LEFT) -> P103(33G/LEFT) -> P272(24A/LEFT) -> P288(18C/LEFT) -> P339(24B/LEFT) -> P203(35A/LEFT) -> P111(22C/LEFT) -> P244(25C/LEFT) -> P198(27E/LEFT) -> P61(33C/LEFT) -> P4(31A/LEFT) -> P89(27F/LEFT) -> P56(23A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 83 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 26 Total blocked ticks: 68952 Total stationary ticks: 278284 Seat-event requests: 2116 Failed seat-event starts: 1803 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 56 Critical blocker identity: P56->23A(LEFT) Direct fan-out: 1 Total indirect descendants: 13 Critical tree size including blocker: 14 Critical tree depth: 14 Frozen internal components: 8 Terminal WAITING_FOR_SEAT_EVENT nodes: 8 Unresolved internal passengers: 34 Unresolved outside passengers: 6 Unresolved internal passengers outside critical tree: 20 Critical blocker tree: P56(23A/LEFT/WAITING_FOR_SEAT_EVENT) P89(27F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P4(31A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P61(33C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P198(27E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P244(25C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P111(22C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P203(35A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P339(24B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P288(18C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P272(24A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P103(33G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P248(21C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P83(21G/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1802 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 2 Critical blocker required yield tiles: 24|25 Critical blocker unavailable yield tiles: 25 Critical blocker yield-tile occupants: 188 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 5 Waiting-row passengers with multiple blockers: 3 Yield-tile occupied failures: 1802 Rear-boundary failures: 1 Middle-bank reservation failures: 0 Active-event deferrals: 1682 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[188]: P188(25A/LEFT/WAITING_AT_ROW@tile25) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P188->25A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: P188{seat=25A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=25,directBlocker=-1,lastMoveTick=935,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 24|25 Current unavailable yield tiles: 25 Current yield-tile occupants: 188 Final row-event chain: 56|188 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 8 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2115\nPrecedence substitutions made: 5\nDependency chains followed: 108\nBlocked by waiting-row occupant: 108\nSubstituted events started: 6\nOccupied-space rejections: 5572\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 42 EXTREME-OCCUPANCY HOLDOUT REPLICATION ============================================================ Date/Time: 2026-07-17 09:26:30 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 7783790101901 Scenario number: 26 Scenario seed: 243659093190973898 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 96.32% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2713 Passengers seated: 339/353 Average waiting ticks: 593.45 Longest waiting passenger: P229->35G(LEFT) Longest waiting ticks: 2621 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 17 Cluster candidates evaluated: 17 Executable cluster candidates: 1 Rejected cluster candidates: 16 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 14 Selected release potential total: 3 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 2069 Regions dissolved: 2 Repeated reconstructions avoided: 2069 Largest region lifetime: 2049 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2049:occupied=14 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1633 State changes reopening evaluation: 15 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3086 Maximum occupied tiles: 22 Seat events: 169 Single-blocker events: 50 Multiple-blocker events: 21 Temporary aisle reoccupations: 96 RIGHT AISLE ----------- Total moves: 3056 Maximum occupied tiles: 15 Seat events: 170 Single-blocker events: 41 Multiple-blocker events: 22 Temporary aisle reoccupations: 87 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1803 Reservations granted: 1803 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 12 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 20929 Longest unresolved passenger ID: 59 Longest unresolved row: 36 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 13 Longest dependency chain: P210(27A/LEFT) -> P300(32B/LEFT) -> P80(33E/LEFT) -> P189(33B/LEFT) -> P103(33G/LEFT) -> P203(35A/LEFT) -> P61(33C/LEFT) -> P4(31A/LEFT) -> P161(36A/LEFT) -> P104(35D/LEFT) -> P295(35B/LEFT) -> P59(36G/LEFT) -> P229(35G/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 210 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 12 Total blocked ticks: 33426 Total stationary ticks: 235967 Seat-event requests: 2014 Failed seat-event starts: 1675 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 229 Critical blocker identity: P229->35G(LEFT) Direct fan-out: 1 Total indirect descendants: 12 Critical tree size including blocker: 13 Critical tree depth: 13 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 14 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P229(35G/LEFT/WAITING_FOR_SEAT_EVENT) P59(36G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P295(35B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P104(35D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P161(36A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P4(31A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P61(33C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P203(35A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P103(33G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P189(33B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P80(33E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P300(32B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P210(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1569 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 36|37 Critical blocker unavailable yield tiles: 36|37 Critical blocker yield-tile occupants: 273|-1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 106 Rear-boundary failures: 1569 Middle-bank reservation failures: 0 Active-event deferrals: 1547 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[273]: P273(36B/LEFT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P273->36B(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: P273{seat=36B,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=656,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 36|37 Current unavailable yield tiles: 36|37 Current yield-tile occupants: 273|-1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2013\nPrecedence substitutions made: 5\nDependency chains followed: 1659\nBlocked by waiting-row occupant: 1659\nSubstituted events started: 7\nOccupied-space rejections: 1681\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 26 | standardDataset=313/353 (88.67%) | finalTwoRowRiskDispersionDataset=339/353 (96.03%) | seatedDelta=+26 | completionDelta=+7.37% | outsideDelta=-6 | clustersDetected=3 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | finalTwoRowRiskDispersionFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 42 EXTREME-OCCUPANCY HOLDOUT REPLICATION ============================================================ Date/Time: 2026-07-17 09:26:30 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 7783790101901 Scenario number: 27 Scenario seed: -8794501054654148177 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2327 Passengers seated: 202/235 Average waiting ticks: 445.90 Longest waiting passenger: P18->30C(LEFT) Longest waiting ticks: 2327 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 14 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 3 Largest detected cluster: 19 Selected release potential total: 6 Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1787 Regions dissolved: 2 Repeated reconstructions avoided: 1787 Largest region lifetime: 1739 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1739:occupied=19 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1703 State changes reopening evaluation: 13 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1376 Maximum occupied tiles: 26 Seat events: 85 Single-blocker events: 20 Multiple-blocker events: 7 Temporary aisle reoccupations: 35 RIGHT AISLE ----------- Total moves: 1708 Maximum occupied tiles: 11 Seat events: 117 Single-blocker events: 32 Multiple-blocker events: 11 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1844 Reservations granted: 1840 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 7 Remaining moving in aisle: 23 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 40198 Longest unresolved passenger ID: 18 Longest unresolved row: 30 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 19 Longest dependency chain: P121(4B/LEFT) -> P167(14B/LEFT) -> P120(26B/LEFT) -> P152(10D/LEFT) -> P72(18D/LEFT) -> P142(13E/LEFT) -> P137(24B/LEFT) -> P78(17B/LEFT) -> P203(28B/LEFT) -> P39(21A/LEFT) -> P76(19A/LEFT) -> P129(20A/LEFT) -> P157(23A/LEFT) -> P164(17F/LEFT) -> P126(25E/LEFT) -> P16(24A/LEFT) -> P70(23B/LEFT) -> P228(27E/LEFT) -> P50(19F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 121 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 23 Total blocked ticks: 49919 Total stationary ticks: 147867 Seat-event requests: 1939 Failed seat-event starts: 1737 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 50 Critical blocker identity: P50->19F(LEFT) Direct fan-out: 1 Total indirect descendants: 18 Critical tree size including blocker: 19 Critical tree depth: 19 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 26 Unresolved outside passengers: 7 Unresolved internal passengers outside critical tree: 7 Critical blocker tree: P50(19F/LEFT/WAITING_FOR_SEAT_EVENT) P228(27E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P70(23B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P16(24A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P126(25E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P164(17F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P157(23A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P129(20A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P76(19A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P39(21A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P203(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P78(17B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P137(24B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P142(13E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P72(18D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P152(10D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P120(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P167(14B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P121(4B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1737 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 20|21|22 Critical blocker unavailable yield tiles: 22 Critical blocker yield-tile occupants: 111 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1737 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 555 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[111]: P111(24C/LEFT/MOVING_IN_AISLE@tile22) -> P162(23F/LEFT/WAITING_AT_ROW@tile23) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P162->23F(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P111{seat=24C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=22,directBlocker=162,lastMoveTick=565,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 20|21|22 Current unavailable yield tiles: 22 Current yield-tile occupants: 111 Final row-event chain: 50|111|162 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1942\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 3\nOccupied-space rejections: 1738\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 42 EXTREME-OCCUPANCY HOLDOUT REPLICATION ============================================================ Date/Time: 2026-07-17 09:26:30 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 7783790101901 Scenario number: 27 Scenario seed: -8794501054654148177 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2327 Passengers seated: 202/235 Average waiting ticks: 445.91 Longest waiting passenger: P18->30C(LEFT) Longest waiting ticks: 2327 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 21 Cluster candidates evaluated: 22 Executable cluster candidates: 1 Rejected cluster candidates: 21 Cluster selections: 1 Cluster-selected events started: 3 Largest detected cluster: 22 Selected release potential total: 6 Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1804 Regions dissolved: 2 Repeated reconstructions avoided: 1804 Largest region lifetime: 1756 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1756:occupied=22 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1702 State changes reopening evaluation: 20 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1373 Maximum occupied tiles: 26 Seat events: 85 Single-blocker events: 20 Multiple-blocker events: 7 Temporary aisle reoccupations: 35 RIGHT AISLE ----------- Total moves: 1708 Maximum occupied tiles: 11 Seat events: 117 Single-blocker events: 32 Multiple-blocker events: 11 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1844 Reservations granted: 1840 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 7 Remaining moving in aisle: 23 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 40193 Longest unresolved passenger ID: 18 Longest unresolved row: 30 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 19 Longest dependency chain: P121(4B/LEFT) -> P167(14B/LEFT) -> P120(26B/LEFT) -> P152(10D/LEFT) -> P72(18D/LEFT) -> P142(13E/LEFT) -> P137(24B/LEFT) -> P78(17B/LEFT) -> P203(28B/LEFT) -> P39(21A/LEFT) -> P76(19A/LEFT) -> P129(20A/LEFT) -> P157(23A/LEFT) -> P164(17F/LEFT) -> P126(25E/LEFT) -> P16(24A/LEFT) -> P70(23B/LEFT) -> P228(27E/LEFT) -> P50(19F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 121 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 23 Total blocked ticks: 49900 Total stationary ticks: 147863 Seat-event requests: 1939 Failed seat-event starts: 1737 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 50 Critical blocker identity: P50->19F(LEFT) Direct fan-out: 1 Total indirect descendants: 18 Critical tree size including blocker: 19 Critical tree depth: 19 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 26 Unresolved outside passengers: 7 Unresolved internal passengers outside critical tree: 7 Critical blocker tree: P50(19F/LEFT/WAITING_FOR_SEAT_EVENT) P228(27E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P70(23B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P16(24A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P126(25E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P164(17F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P157(23A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P129(20A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P76(19A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P39(21A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P203(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P78(17B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P137(24B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P142(13E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P72(18D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P152(10D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P120(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P167(14B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P121(4B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1737 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 20|21|22 Critical blocker unavailable yield tiles: 21|22 Critical blocker yield-tile occupants: 111|144 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1737 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 543 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 2 Trace length: 3 Yield-occupant trace: yieldOccupant[111]: P111(24C/LEFT/MOVING_IN_AISLE@tile21) -> P144(30F/LEFT/MOVING_IN_AISLE@tile22) -> P162(23F/LEFT/WAITING_AT_ROW@tile23) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[144]: P144(30F/LEFT/MOVING_IN_AISLE@tile22) -> P162(23F/LEFT/WAITING_AT_ROW@tile23) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P162->23F(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P111{seat=24C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=21,directBlocker=144,lastMoveTick=564,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P144{seat=30F,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=22,directBlocker=162,lastMoveTick=563,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 20|21|22 Current unavailable yield tiles: 21|22 Current yield-tile occupants: 111|144 Final row-event chain: 50|111|144|162 Final row-event chain length: 4 Distinct row events in chain: 4 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1942\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 3\nOccupied-space rejections: 1757\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 27 | standardDataset=202/235 (85.96%) | finalTwoRowRiskDispersionDataset=202/235 (85.96%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=1 | clusterStarts=3 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | finalTwoRowRiskDispersionFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 42 EXTREME-OCCUPANCY HOLDOUT REPLICATION ============================================================ Date/Time: 2026-07-17 09:26:30 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 7783790101901 Scenario number: 28 Scenario seed: -3770022274694574805 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 842 Passengers seated: 235/235 Average waiting ticks: 387.71 Longest waiting passenger: P74->14B(LEFT) Longest waiting ticks: 803 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 47 Regions dissolved: 2 Repeated reconstructions avoided: 47 Largest region lifetime: 26 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=26 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1685 Maximum occupied tiles: 11 Seat events: 119 Single-blocker events: 30 Multiple-blocker events: 11 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1738 Maximum occupied tiles: 11 Seat events: 116 Single-blocker events: 16 Multiple-blocker events: 11 Temporary aisle reoccupations: 41 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 132 Reservations granted: 128 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4007 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5018 Total stationary ticks: 94328 Seat-event requests: 245 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 564 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 564 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 42 EXTREME-OCCUPANCY HOLDOUT REPLICATION ============================================================ Date/Time: 2026-07-17 09:26:30 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 7783790101901 Scenario number: 28 Scenario seed: -3770022274694574805 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 842 Passengers seated: 235/235 Average waiting ticks: 387.71 Longest waiting passenger: P74->14B(LEFT) Longest waiting ticks: 803 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 47 Regions dissolved: 2 Repeated reconstructions avoided: 47 Largest region lifetime: 26 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=26 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1685 Maximum occupied tiles: 11 Seat events: 119 Single-blocker events: 30 Multiple-blocker events: 11 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1738 Maximum occupied tiles: 11 Seat events: 116 Single-blocker events: 16 Multiple-blocker events: 11 Temporary aisle reoccupations: 41 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 132 Reservations granted: 128 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4007 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5018 Total stationary ticks: 94328 Seat-event requests: 245 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 564 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 564 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 28 | standardDataset=235/235 (100.00%) | finalTwoRowRiskDispersionDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 42 EXTREME-OCCUPANCY HOLDOUT REPLICATION ============================================================ Date/Time: 2026-07-17 09:26:30 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 7783790101901 Scenario number: 29 Scenario seed: 2135173378921897057 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 984 Passengers seated: 282/282 Average waiting ticks: 462.66 Longest waiting passenger: P144->9F(RIGHT) Longest waiting ticks: 949 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2148 Maximum occupied tiles: 11 Seat events: 141 Single-blocker events: 39 Multiple-blocker events: 14 Temporary aisle reoccupations: 67 RIGHT AISLE ----------- Total moves: 2221 Maximum occupied tiles: 14 Seat events: 141 Single-blocker events: 34 Multiple-blocker events: 16 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 96 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5489 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6988 Total stationary ticks: 135186 Seat-event requests: 287 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 755 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 755 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 288\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 42 EXTREME-OCCUPANCY HOLDOUT REPLICATION ============================================================ Date/Time: 2026-07-17 09:26:30 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 7783790101901 Scenario number: 29 Scenario seed: 2135173378921897057 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 984 Passengers seated: 282/282 Average waiting ticks: 462.66 Longest waiting passenger: P144->9F(RIGHT) Longest waiting ticks: 949 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2148 Maximum occupied tiles: 11 Seat events: 141 Single-blocker events: 39 Multiple-blocker events: 14 Temporary aisle reoccupations: 67 RIGHT AISLE ----------- Total moves: 2221 Maximum occupied tiles: 14 Seat events: 141 Single-blocker events: 34 Multiple-blocker events: 16 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 96 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5489 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6996 Total stationary ticks: 135187 Seat-event requests: 287 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 762 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 762 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 288\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 29 | standardDataset=282/282 (100.00%) | finalTwoRowRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 42 EXTREME-OCCUPANCY HOLDOUT REPLICATION ============================================================ Date/Time: 2026-07-17 09:26:30 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 7783790101901 Scenario number: 30 Scenario seed: -999936517420042342 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 100.00% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2521 Passengers seated: 274/282 Average waiting ticks: 492.34 Longest waiting passenger: P106->30F(LEFT) Longest waiting ticks: 2464 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 5 Cluster candidates evaluated: 10 Executable cluster candidates: 0 Rejected cluster candidates: 10 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 8 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1620 Regions dissolved: 0 Repeated reconstructions avoided: 1620 Largest region lifetime: 1621 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1621:occupied=8 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1578 State changes reopening evaluation: 4 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2178 Maximum occupied tiles: 13 Seat events: 133 Single-blocker events: 35 Multiple-blocker events: 16 Temporary aisle reoccupations: 67 RIGHT AISLE ----------- Total moves: 2166 Maximum occupied tiles: 11 Seat events: 141 Single-blocker events: 34 Multiple-blocker events: 17 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1691 Reservations granted: 1691 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 5 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 8374 Longest unresolved passenger ID: 218 Longest unresolved row: 29 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 6 Longest dependency chain: P156(25E/LEFT) -> P144(26B/LEFT) -> P256(30C/LEFT) -> P135(31A/LEFT) -> P218(29B/LEFT) -> P34(29F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 156 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 5 Total blocked ticks: 19102 Total stationary ticks: 150874 Seat-event requests: 1878 Failed seat-event starts: 1604 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 34 Critical blocker identity: P34->29F(LEFT) Direct fan-out: 1 Total indirect descendants: 5 Critical tree size including blocker: 6 Critical tree depth: 6 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 8 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P34(29F/LEFT/WAITING_FOR_SEAT_EVENT) P218(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P135(31A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P256(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P144(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P156(25E/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1604 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 106 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1604 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 774 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[106]: P106(30F/LEFT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P106->30F(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P106{seat=30F,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=860,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 30 Current yield-tile occupants: 106 Final row-event chain: 34|106 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1878\nPrecedence substitutions made: 7\nDependency chains followed: 1601\nBlocked by waiting-row occupant: 3187\nSubstituted events started: 8\nOccupied-space rejections: 6382\nMaximum scheduling-chain depth: 3\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 42 EXTREME-OCCUPANCY HOLDOUT REPLICATION ============================================================ Date/Time: 2026-07-17 09:26:30 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 7783790101901 Scenario number: 30 Scenario seed: -999936517420042342 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 100.00% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2521 Passengers seated: 274/282 Average waiting ticks: 492.34 Longest waiting passenger: P106->30F(LEFT) Longest waiting ticks: 2464 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 5 Cluster candidates evaluated: 10 Executable cluster candidates: 0 Rejected cluster candidates: 10 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 8 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1620 Regions dissolved: 0 Repeated reconstructions avoided: 1620 Largest region lifetime: 1621 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1621:occupied=8 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1578 State changes reopening evaluation: 4 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2178 Maximum occupied tiles: 13 Seat events: 133 Single-blocker events: 35 Multiple-blocker events: 16 Temporary aisle reoccupations: 67 RIGHT AISLE ----------- Total moves: 2166 Maximum occupied tiles: 11 Seat events: 141 Single-blocker events: 34 Multiple-blocker events: 17 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1691 Reservations granted: 1691 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 5 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 8374 Longest unresolved passenger ID: 218 Longest unresolved row: 29 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 6 Longest dependency chain: P156(25E/LEFT) -> P144(26B/LEFT) -> P256(30C/LEFT) -> P135(31A/LEFT) -> P218(29B/LEFT) -> P34(29F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 156 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 5 Total blocked ticks: 19102 Total stationary ticks: 150874 Seat-event requests: 1878 Failed seat-event starts: 1604 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 34 Critical blocker identity: P34->29F(LEFT) Direct fan-out: 1 Total indirect descendants: 5 Critical tree size including blocker: 6 Critical tree depth: 6 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 8 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P34(29F/LEFT/WAITING_FOR_SEAT_EVENT) P218(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P135(31A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P256(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P144(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P156(25E/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1604 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 106 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1604 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 774 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[106]: P106(30F/LEFT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P106->30F(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P106{seat=30F,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=860,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 30 Current yield-tile occupants: 106 Final row-event chain: 34|106 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1878\nPrecedence substitutions made: 7\nDependency chains followed: 1601\nBlocked by waiting-row occupant: 3187\nSubstituted events started: 8\nOccupied-space rejections: 6382\nMaximum scheduling-chain depth: 3\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 30 | standardDataset=274/282 (97.16%) | finalTwoRowRiskDispersionDataset=274/282 (97.16%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=LINKED_ROW_EVENT_CHAIN | finalTwoRowRiskDispersionFamily=LINKED_ROW_EVENT_CHAIN ************************************************************ BATCH EXPERIMENT SUMMARY RESEARCH EXPERIMENT 42 EXTREME-OCCUPANCY HOLDOUT REPLICATION ************************************************************ Experiment seed: 7783790101901 Scenarios executed: 60 Successful completions: 38 Incomplete/MAX_TICKS: 22 Average completed ticks: 1599.43 Average waiting ticks: 535.66 ************************************************************ ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 43 EXTREME-OCCUPANCY HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 09:35:52 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 1 Scenario seed: 8112011161113440395 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.05% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 96.88% OUTCOME ------- Status: SUCCESS Completed ticks: 1292 Passengers seated: 353/353 Average waiting ticks: 590.48 Longest waiting passenger: P299->23A(LEFT) Longest waiting ticks: 1237 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 7 Regions dissolved: 1 Repeated reconstructions avoided: 7 Largest region lifetime: 8 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=8 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3097 Maximum occupied tiles: 13 Seat events: 182 Single-blocker events: 42 Multiple-blocker events: 35 Temporary aisle reoccupations: 121 RIGHT AISLE ----------- Total moves: 3057 Maximum occupied tiles: 15 Seat events: 171 Single-blocker events: 49 Multiple-blocker events: 24 Temporary aisle reoccupations: 103 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 153 Reservations granted: 153 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7682 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9191 Total stationary ticks: 214827 Seat-event requests: 372 Failed seat-event starts: 19 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 805 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 19 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 805 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 372\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 19\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 43 EXTREME-OCCUPANCY HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 09:35:52 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 1 Scenario seed: 8112011161113440395 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 28.05% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 96.88% OUTCOME ------- Status: SUCCESS Completed ticks: 1292 Passengers seated: 353/353 Average waiting ticks: 590.48 Longest waiting passenger: P299->23A(LEFT) Longest waiting ticks: 1237 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 7 Regions dissolved: 1 Repeated reconstructions avoided: 7 Largest region lifetime: 8 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=8 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3097 Maximum occupied tiles: 13 Seat events: 182 Single-blocker events: 42 Multiple-blocker events: 35 Temporary aisle reoccupations: 121 RIGHT AISLE ----------- Total moves: 3057 Maximum occupied tiles: 15 Seat events: 171 Single-blocker events: 49 Multiple-blocker events: 24 Temporary aisle reoccupations: 103 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 153 Reservations granted: 153 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7682 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9191 Total stationary ticks: 214827 Seat-event requests: 372 Failed seat-event starts: 19 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 805 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 19 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 805 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 372\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 19\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 01 | standardDataset=353/353 (100.00%) | finalTwoRowRiskDispersionDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 43 EXTREME-OCCUPANCY HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 09:35:52 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 2 Scenario seed: -6056132809683641225 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.05% Blocker-prone seat share (topology component): 60.34% Aisle-assignment balance: 98.58% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2714 Passengers seated: 302/353 Average waiting ticks: 663.88 Longest waiting passenger: P8->19A(LEFT) Longest waiting ticks: 2714 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 6 Clusters detected: 6 Activations without intervention: 51 Cluster candidates evaluated: 147 Executable cluster candidates: 3 Rejected cluster candidates: 144 Cluster selections: 3 Cluster-selected events started: 3 Largest detected cluster: 35 Selected release potential total: 10 Last cluster decision: RIGHT:region=R6:result=LOWER_HIERARCHICAL_PRIORITY_DEFERRED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 6 Region updates: 3897 Regions dissolved: 4 Repeated reconstructions avoided: 3897 Largest region lifetime: 2258 Maximum simultaneous active regions: 2 Regions active at termination: 2 Last lifecycle event: UPDATE:R6:age=1589:occupied=6 Confirmation deferral ticks: 10 Regions reaching confirmation: 5 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1845 State changes reopening evaluation: 46 Region priority competitions: 1544 Regions ranked: 3088 Hierarchical selections: 1544 Lower-priority evaluations deferred: 1536 Highest selected priority score: 38610 Left/right priority wins: 1543/1 Priority ties: 0 Last priority decision: LEFT:R3:score=38610 | RIGHT:R6:score=6710 | selected=LEFT LEFT AISLE ---------- Total moves: 2635 Maximum occupied tiles: 35 Seat events: 134 Single-blocker events: 36 Multiple-blocker events: 17 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 3034 Maximum occupied tiles: 13 Seat events: 168 Single-blocker events: 46 Multiple-blocker events: 22 Temporary aisle reoccupations: 93 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1948 Reservations granted: 1945 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 10 Remaining moving in aisle: 33 Remaining waiting at row: 8 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 59262 Longest unresolved passenger ID: 8 Longest unresolved row: 19 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 20 Longest dependency chain: P238(31G/LEFT) -> P44(16F/LEFT) -> P222(22G/LEFT) -> P286(35C/LEFT) -> P26(31C/LEFT) -> P303(16C/LEFT) -> P251(29B/LEFT) -> P300(33B/LEFT) -> P316(24D/LEFT) -> P128(26G/LEFT) -> P89(30B/LEFT) -> P329(27B/LEFT) -> P138(26F/LEFT) -> P273(36F/LEFT) -> P0(33E/LEFT) -> P16(32F/LEFT) -> P323(29C/LEFT) -> P219(32B/LEFT) -> P9(30C/LEFT) -> P253(29F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 238 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 33 Total blocked ticks: 81508 Total stationary ticks: 298512 Seat-event requests: 3774 Failed seat-event starts: 3472 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 253 Critical blocker identity: P253->29F(LEFT) Direct fan-out: 1 Total indirect descendants: 19 Critical tree size including blocker: 20 Critical tree depth: 20 Frozen internal components: 8 Terminal WAITING_FOR_SEAT_EVENT nodes: 8 Unresolved internal passengers: 41 Unresolved outside passengers: 10 Unresolved internal passengers outside critical tree: 21 Critical blocker tree: P253(29F/LEFT/WAITING_FOR_SEAT_EVENT) P9(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P219(32B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P323(29C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P16(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P0(33E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P273(36F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P138(26F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P329(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P89(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P128(26G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P316(24D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P300(33B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P251(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P303(16C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P26(31C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P286(35C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P222(22G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P44(16F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P238(31G/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 3472 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 1 Critical blocker required yield tiles: 30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 104 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 3 Waiting-row passengers with multiple blockers: 3 Yield-tile occupied failures: 3472 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 1635 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 3 Yield-occupant trace: yieldOccupant[104]: P104(32A/LEFT/MOVING_IN_AISLE@tile30) -> P335(33C/LEFT/MOVING_IN_AISLE@tile31) -> P264(32G/LEFT/WAITING_AT_ROW@tile32) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P264->32G(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: P104{seat=32A,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=335,lastMoveTick=794,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 30|31 Current yield-tile occupants: 104|335 Final row-event chain: 253|104|335|264 Final row-event chain length: 4 Distinct row events in chain: 4 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 8 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3774\nPrecedence substitutions made: 4\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 5122\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 43 EXTREME-OCCUPANCY HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 09:35:52 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 2 Scenario seed: -6056132809683641225 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 28.05% Blocker-prone seat share (topology component): 60.34% Aisle-assignment balance: 98.58% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2772 Passengers seated: 347/353 Average waiting ticks: 605.73 Longest waiting passenger: P277->32J(RIGHT) Longest waiting ticks: 2709 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 6 Clusters detected: 6 Activations without intervention: 14 Cluster candidates evaluated: 20 Executable cluster candidates: 4 Rejected cluster candidates: 16 Cluster selections: 4 Cluster-selected events started: 4 Largest detected cluster: 6 Selected release potential total: 13 Last cluster decision: RIGHT:region=R6:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 6 Region updates: 1719 Regions dissolved: 5 Repeated reconstructions avoided: 1719 Largest region lifetime: 1648 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R6:age=1648:occupied=6 Confirmation deferral ticks: 10 Regions reaching confirmation: 5 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1587 State changes reopening evaluation: 9 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3113 Maximum occupied tiles: 14 Seat events: 179 Single-blocker events: 56 Multiple-blocker events: 26 Temporary aisle reoccupations: 114 RIGHT AISLE ----------- Total moves: 3034 Maximum occupied tiles: 13 Seat events: 168 Single-blocker events: 46 Multiple-blocker events: 22 Temporary aisle reoccupations: 95 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 165 Reservations granted: 161 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7605 Longest unresolved passenger ID: 165 Longest unresolved row: 34 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P221(31J/RIGHT) -> P40(32E/RIGHT) -> P277(32J/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 221 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 19166 Total stationary ticks: 225106 Seat-event requests: 1988 Failed seat-event starts: 1641 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 277 Critical blocker identity: P277->32J(RIGHT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 6 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P277(32J/RIGHT/WAITING_FOR_SEAT_EVENT) P40(32E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P221(31J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1641 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 33|34 Critical blocker unavailable yield tiles: 33|34 Critical blocker yield-tile occupants: 165|4 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1641 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 1022 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 2 Trace length: 2 Yield-occupant trace: yieldOccupant[165]: P165(34H/RIGHT/MOVING_IN_AISLE@tile33) -> P4(34D/RIGHT/WAITING_AT_ROW@tile34) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[4]: P4(34D/RIGHT/WAITING_AT_ROW@tile34) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P4->34D(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P165{seat=34H,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=33,directBlocker=4,lastMoveTick=1113,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P4{seat=34D,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=34,directBlocker=-1,lastMoveTick=1112,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 33|34 Current unavailable yield tiles: 33|34 Current yield-tile occupants: 165|4 Final row-event chain: 277|165|4 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1988\nPrecedence substitutions made: 4\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 8\nOccupied-space rejections: 3262\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 02 | standardDataset=302/353 (85.55%) | finalTwoRowRiskDispersionDataset=347/353 (98.30%) | seatedDelta=+45 | completionDelta=+12.75% | outsideDelta=-10 | clustersDetected=6 | clusterSelections=4 | clusterStarts=4 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | finalTwoRowRiskDispersionFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 43 EXTREME-OCCUPANCY HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 09:35:52 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 3 Scenario seed: -4467270878143136996 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 849 Passengers seated: 235/235 Average waiting ticks: 385.05 Longest waiting passenger: P3->11B(LEFT) Longest waiting ticks: 810 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: LEFT:region=R4:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 46 Regions dissolved: 4 Repeated reconstructions avoided: 46 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=8 Confirmation deferral ticks: 5 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1735 Maximum occupied tiles: 13 Seat events: 121 Single-blocker events: 22 Multiple-blocker events: 18 Temporary aisle reoccupations: 63 RIGHT AISLE ----------- Total moves: 1663 Maximum occupied tiles: 12 Seat events: 114 Single-blocker events: 29 Multiple-blocker events: 9 Temporary aisle reoccupations: 50 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 137 Reservations granted: 137 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4582 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5648 Total stationary ticks: 94370 Seat-event requests: 258 Failed seat-event starts: 23 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 495 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 23 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 495 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 257\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 43 EXTREME-OCCUPANCY HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 09:35:52 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 3 Scenario seed: -4467270878143136996 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 849 Passengers seated: 235/235 Average waiting ticks: 385.03 Longest waiting passenger: P3->11B(LEFT) Longest waiting ticks: 810 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: LEFT:region=R4:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 46 Regions dissolved: 4 Repeated reconstructions avoided: 46 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=8 Confirmation deferral ticks: 5 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1735 Maximum occupied tiles: 13 Seat events: 121 Single-blocker events: 22 Multiple-blocker events: 18 Temporary aisle reoccupations: 63 RIGHT AISLE ----------- Total moves: 1663 Maximum occupied tiles: 12 Seat events: 114 Single-blocker events: 29 Multiple-blocker events: 9 Temporary aisle reoccupations: 50 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 137 Reservations granted: 137 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4587 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5647 Total stationary ticks: 94369 Seat-event requests: 258 Failed seat-event starts: 23 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 491 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 23 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 491 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 257\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 03 | standardDataset=235/235 (100.00%) | finalTwoRowRiskDispersionDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=4 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 43 EXTREME-OCCUPANCY HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 09:35:52 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 4 Scenario seed: -9218435481530688141 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 98.02% OUTCOME ------- Status: SUCCESS Completed ticks: 1292 Passengers seated: 353/353 Average waiting ticks: 588.57 Longest waiting passenger: P280->34H(RIGHT) Longest waiting ticks: 1227 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 67 Regions dissolved: 3 Repeated reconstructions avoided: 67 Largest region lifetime: 37 Maximum simultaneous active regions: 2 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=37 Confirmation deferral ticks: 3 Regions reaching confirmation: 0 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2840 Maximum occupied tiles: 12 Seat events: 173 Single-blocker events: 46 Multiple-blocker events: 25 Temporary aisle reoccupations: 100 RIGHT AISLE ----------- Total moves: 3282 Maximum occupied tiles: 15 Seat events: 180 Single-blocker events: 51 Multiple-blocker events: 27 Temporary aisle reoccupations: 113 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 151 Reservations granted: 151 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7488 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9368 Total stationary ticks: 214158 Seat-event requests: 368 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 965 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 965 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 368\nPrecedence substitutions made: 9\nDependency chains followed: 9\nBlocked by waiting-row occupant: 9\nSubstituted events started: 10\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 43 EXTREME-OCCUPANCY HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 09:35:52 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 4 Scenario seed: -9218435481530688141 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 98.02% OUTCOME ------- Status: SUCCESS Completed ticks: 1292 Passengers seated: 353/353 Average waiting ticks: 588.30 Longest waiting passenger: P280->34H(RIGHT) Longest waiting ticks: 1227 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 67 Regions dissolved: 3 Repeated reconstructions avoided: 67 Largest region lifetime: 37 Maximum simultaneous active regions: 2 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=37 Confirmation deferral ticks: 3 Regions reaching confirmation: 0 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2840 Maximum occupied tiles: 12 Seat events: 173 Single-blocker events: 46 Multiple-blocker events: 25 Temporary aisle reoccupations: 100 RIGHT AISLE ----------- Total moves: 3282 Maximum occupied tiles: 14 Seat events: 180 Single-blocker events: 51 Multiple-blocker events: 27 Temporary aisle reoccupations: 113 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 151 Reservations granted: 151 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7542 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9377 Total stationary ticks: 214076 Seat-event requests: 368 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 960 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 960 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 368\nPrecedence substitutions made: 9\nDependency chains followed: 9\nBlocked by waiting-row occupant: 9\nSubstituted events started: 10\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 04 | standardDataset=353/353 (100.00%) | finalTwoRowRiskDispersionDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 43 EXTREME-OCCUPANCY HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 09:35:52 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 5 Scenario seed: 18174656633749288 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 67.38% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2512 Passengers seated: 279/282 Average waiting ticks: 476.50 Longest waiting passenger: P97->29F(LEFT) Longest waiting ticks: 2454 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 0 Rejected cluster candidates: 1 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1577 Regions dissolved: 0 Repeated reconstructions avoided: 1577 Largest region lifetime: 1578 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1578:occupied=3 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1565 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2126 Maximum occupied tiles: 13 Seat events: 135 Single-blocker events: 34 Multiple-blocker events: 17 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 2204 Maximum occupied tiles: 12 Seat events: 144 Single-blocker events: 44 Multiple-blocker events: 14 Temporary aisle reoccupations: 72 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1669 Reservations granted: 1663 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5611 Longest unresolved passenger ID: 6 Longest unresolved row: 31 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P6(31D/LEFT) -> P60(31A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 6 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 11807 Total stationary ticks: 140764 Seat-event requests: 1859 Failed seat-event starts: 1580 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 60 Critical blocker identity: P60->31A(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P60(31A/LEFT/WAITING_FOR_SEAT_EVENT) P6(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1574 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 2 Critical blocker required yield tiles: 32|33 Critical blocker unavailable yield tiles: 33 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1574 Rear-boundary failures: 6 Middle-bank reservation failures: 6 Active-event deferrals: 732 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 32|33 Current unavailable yield tiles: 33 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1865\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 6\nOccupied-space rejections: 1578\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 43 EXTREME-OCCUPANCY HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 09:35:52 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 5 Scenario seed: 18174656633749288 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 67.38% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2512 Passengers seated: 279/282 Average waiting ticks: 476.53 Longest waiting passenger: P97->29F(LEFT) Longest waiting ticks: 2454 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 0 Rejected cluster candidates: 1 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1577 Regions dissolved: 0 Repeated reconstructions avoided: 1577 Largest region lifetime: 1578 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1578:occupied=3 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1565 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2126 Maximum occupied tiles: 13 Seat events: 135 Single-blocker events: 34 Multiple-blocker events: 17 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 2204 Maximum occupied tiles: 12 Seat events: 144 Single-blocker events: 44 Multiple-blocker events: 14 Temporary aisle reoccupations: 72 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1669 Reservations granted: 1663 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5601 Longest unresolved passenger ID: 6 Longest unresolved row: 31 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P6(31D/LEFT) -> P60(31A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 6 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 11794 Total stationary ticks: 140761 Seat-event requests: 1859 Failed seat-event starts: 1580 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 60 Critical blocker identity: P60->31A(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P60(31A/LEFT/WAITING_FOR_SEAT_EVENT) P6(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1574 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 2 Critical blocker required yield tiles: 32|33 Critical blocker unavailable yield tiles: 33 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1574 Rear-boundary failures: 6 Middle-bank reservation failures: 6 Active-event deferrals: 731 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 32|33 Current unavailable yield tiles: 33 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1865\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 6\nOccupied-space rejections: 1578\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 05 | standardDataset=279/282 (98.94%) | finalTwoRowRiskDispersionDataset=279/282 (98.94%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=REAR_BOUNDARY_LOCK | finalTwoRowRiskDispersionFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 43 EXTREME-OCCUPANCY HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 09:35:52 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 6 Scenario seed: 531314812887669783 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 850 Passengers seated: 235/235 Average waiting ticks: 385.31 Longest waiting passenger: P27->24H(RIGHT) Longest waiting ticks: 799 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1658 Maximum occupied tiles: 11 Seat events: 116 Single-blocker events: 33 Multiple-blocker events: 7 Temporary aisle reoccupations: 50 RIGHT AISLE ----------- Total moves: 1741 Maximum occupied tiles: 13 Seat events: 119 Single-blocker events: 28 Multiple-blocker events: 15 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 136 Reservations granted: 128 Reservations denied/waited: 8 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4347 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5457 Total stationary ticks: 94158 Seat-event requests: 246 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 561 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 8 Active-event deferrals: 561 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 254\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 43 EXTREME-OCCUPANCY HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 09:35:52 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 6 Scenario seed: 531314812887669783 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 850 Passengers seated: 235/235 Average waiting ticks: 385.31 Longest waiting passenger: P27->24H(RIGHT) Longest waiting ticks: 799 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1658 Maximum occupied tiles: 11 Seat events: 116 Single-blocker events: 33 Multiple-blocker events: 7 Temporary aisle reoccupations: 50 RIGHT AISLE ----------- Total moves: 1741 Maximum occupied tiles: 13 Seat events: 119 Single-blocker events: 28 Multiple-blocker events: 15 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 136 Reservations granted: 128 Reservations denied/waited: 8 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4347 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5457 Total stationary ticks: 94158 Seat-event requests: 246 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 561 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 8 Active-event deferrals: 561 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 254\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 06 | standardDataset=235/235 (100.00%) | finalTwoRowRiskDispersionDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 43 EXTREME-OCCUPANCY HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 09:35:52 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 7 Scenario seed: -6701040943463011102 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 59.49% Aisle-assignment balance: 99.72% OUTCOME ------- Status: SUCCESS Completed ticks: 1240 Passengers seated: 353/353 Average waiting ticks: 582.62 Longest waiting passenger: P329->5A(LEFT) Longest waiting ticks: 1189 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 4 Selected release potential total: 6 Last cluster decision: RIGHT:tiles18-20:occupied=3:anchor=P114:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 48 Regions dissolved: 3 Repeated reconstructions avoided: 48 Largest region lifetime: 29 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=11 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3105 Maximum occupied tiles: 14 Seat events: 177 Single-blocker events: 48 Multiple-blocker events: 31 Temporary aisle reoccupations: 112 RIGHT AISLE ----------- Total moves: 3073 Maximum occupied tiles: 13 Seat events: 176 Single-blocker events: 53 Multiple-blocker events: 17 Temporary aisle reoccupations: 92 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 158 Reservations granted: 154 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7810 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9782 Total stationary ticks: 212501 Seat-event requests: 377 Failed seat-event starts: 24 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 941 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 23 Rear-boundary failures: 1 Middle-bank reservation failures: 4 Active-event deferrals: 941 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 379\nPrecedence substitutions made: 2\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 32\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 43 EXTREME-OCCUPANCY HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 09:35:52 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 7 Scenario seed: -6701040943463011102 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 59.49% Aisle-assignment balance: 99.72% OUTCOME ------- Status: SUCCESS Completed ticks: 1240 Passengers seated: 353/353 Average waiting ticks: 582.61 Longest waiting passenger: P329->5A(LEFT) Longest waiting ticks: 1189 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 4 Selected release potential total: 6 Last cluster decision: RIGHT:tiles18-20:occupied=3:anchor=P114:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 48 Regions dissolved: 3 Repeated reconstructions avoided: 48 Largest region lifetime: 29 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=11 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3105 Maximum occupied tiles: 14 Seat events: 177 Single-blocker events: 48 Multiple-blocker events: 31 Temporary aisle reoccupations: 112 RIGHT AISLE ----------- Total moves: 3073 Maximum occupied tiles: 13 Seat events: 176 Single-blocker events: 53 Multiple-blocker events: 17 Temporary aisle reoccupations: 92 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 158 Reservations granted: 154 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7825 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9791 Total stationary ticks: 212505 Seat-event requests: 376 Failed seat-event starts: 23 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 943 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 23 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 943 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 378\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 07 | standardDataset=353/353 (100.00%) | finalTwoRowRiskDispersionDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=2 | clusterStarts=3 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 43 EXTREME-OCCUPANCY HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 09:35:52 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 8 Scenario seed: 3811266483724439093 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 98.58% OUTCOME ------- Status: SUCCESS Completed ticks: 1013 Passengers seated: 282/282 Average waiting ticks: 461.68 Longest waiting passenger: P131->10B(LEFT) Longest waiting ticks: 957 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 4 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 6 Selected release potential total: 7 Last cluster decision: LEFT:tiles22-25:occupied=3:anchor=P257:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 57 Regions dissolved: 2 Repeated reconstructions avoided: 57 Largest region lifetime: 49 Maximum simultaneous active regions: 2 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=49 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2211 Maximum occupied tiles: 13 Seat events: 143 Single-blocker events: 41 Multiple-blocker events: 18 Temporary aisle reoccupations: 77 RIGHT AISLE ----------- Total moves: 2150 Maximum occupied tiles: 13 Seat events: 139 Single-blocker events: 37 Multiple-blocker events: 13 Temporary aisle reoccupations: 63 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 95 Reservations granted: 95 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5599 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7192 Total stationary ticks: 134990 Seat-event requests: 300 Failed seat-event starts: 18 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 818 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 18 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 818 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 43 EXTREME-OCCUPANCY HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 09:35:52 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 8 Scenario seed: 3811266483724439093 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 98.58% OUTCOME ------- Status: SUCCESS Completed ticks: 1013 Passengers seated: 282/282 Average waiting ticks: 461.77 Longest waiting passenger: P131->10B(LEFT) Longest waiting ticks: 957 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 3 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 6 Selected release potential total: 4 Last cluster decision: LEFT:tiles1-8:occupied=6:anchor=P129:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 43 Regions dissolved: 1 Repeated reconstructions avoided: 43 Largest region lifetime: 44 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=44 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2211 Maximum occupied tiles: 13 Seat events: 143 Single-blocker events: 41 Multiple-blocker events: 18 Temporary aisle reoccupations: 77 RIGHT AISLE ----------- Total moves: 2150 Maximum occupied tiles: 13 Seat events: 139 Single-blocker events: 37 Multiple-blocker events: 13 Temporary aisle reoccupations: 63 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 95 Reservations granted: 95 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5589 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7168 Total stationary ticks: 134981 Seat-event requests: 295 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 836 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 836 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 294\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 08 | standardDataset=282/282 (100.00%) | finalTwoRowRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 43 EXTREME-OCCUPANCY HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 09:35:52 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 9 Scenario seed: -3814949503416810644 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 88.51% OUTCOME ------- Status: SUCCESS Completed ticks: 920 Passengers seated: 235/235 Average waiting ticks: 387.24 Longest waiting passenger: P132->17C(LEFT) Longest waiting ticks: 882 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 7 Regions dissolved: 1 Repeated reconstructions avoided: 7 Largest region lifetime: 8 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=8 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1955 Maximum occupied tiles: 12 Seat events: 131 Single-blocker events: 35 Multiple-blocker events: 19 Temporary aisle reoccupations: 75 RIGHT AISLE ----------- Total moves: 1429 Maximum occupied tiles: 13 Seat events: 104 Single-blocker events: 27 Multiple-blocker events: 7 Temporary aisle reoccupations: 43 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 125 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4542 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5649 Total stationary ticks: 94882 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 502 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 502 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 43 EXTREME-OCCUPANCY HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 09:35:52 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 9 Scenario seed: -3814949503416810644 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 88.51% OUTCOME ------- Status: SUCCESS Completed ticks: 920 Passengers seated: 235/235 Average waiting ticks: 387.29 Longest waiting passenger: P132->17C(LEFT) Longest waiting ticks: 882 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1955 Maximum occupied tiles: 12 Seat events: 131 Single-blocker events: 35 Multiple-blocker events: 19 Temporary aisle reoccupations: 75 RIGHT AISLE ----------- Total moves: 1429 Maximum occupied tiles: 13 Seat events: 104 Single-blocker events: 27 Multiple-blocker events: 7 Temporary aisle reoccupations: 43 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 125 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4542 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5628 Total stationary ticks: 94876 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 499 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 499 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 09 | standardDataset=235/235 (100.00%) | finalTwoRowRiskDispersionDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 43 EXTREME-OCCUPANCY HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 09:35:52 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 10 Scenario seed: 139157955229496041 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.16% OUTCOME ------- Status: SUCCESS Completed ticks: 1007 Passengers seated: 282/282 Average waiting ticks: 461.02 Longest waiting passenger: P176->9H(RIGHT) Longest waiting ticks: 961 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2150 Maximum occupied tiles: 12 Seat events: 137 Single-blocker events: 47 Multiple-blocker events: 9 Temporary aisle reoccupations: 65 RIGHT AISLE ----------- Total moves: 2221 Maximum occupied tiles: 14 Seat events: 145 Single-blocker events: 39 Multiple-blocker events: 13 Temporary aisle reoccupations: 65 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 98 Reservations granted: 98 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5774 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7193 Total stationary ticks: 134982 Seat-event requests: 288 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 717 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 717 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 288\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 43 EXTREME-OCCUPANCY HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 09:35:52 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 10 Scenario seed: 139157955229496041 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.16% OUTCOME ------- Status: SUCCESS Completed ticks: 1007 Passengers seated: 282/282 Average waiting ticks: 461.05 Longest waiting passenger: P176->9H(RIGHT) Longest waiting ticks: 961 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 3 Regions dissolved: 1 Repeated reconstructions avoided: 3 Largest region lifetime: 4 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=4 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2150 Maximum occupied tiles: 12 Seat events: 137 Single-blocker events: 47 Multiple-blocker events: 9 Temporary aisle reoccupations: 65 RIGHT AISLE ----------- Total moves: 2221 Maximum occupied tiles: 14 Seat events: 145 Single-blocker events: 39 Multiple-blocker events: 13 Temporary aisle reoccupations: 65 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 98 Reservations granted: 98 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5769 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7214 Total stationary ticks: 134988 Seat-event requests: 289 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 731 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 731 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 289\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 6\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 10 | standardDataset=282/282 (100.00%) | finalTwoRowRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 43 EXTREME-OCCUPANCY HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 09:35:52 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 11 Scenario seed: 7426425998591461158 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 98.58% OUTCOME ------- Status: SUCCESS Completed ticks: 1038 Passengers seated: 282/282 Average waiting ticks: 476.24 Longest waiting passenger: P52->30I(RIGHT) Longest waiting ticks: 975 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2266 Maximum occupied tiles: 12 Seat events: 139 Single-blocker events: 35 Multiple-blocker events: 14 Temporary aisle reoccupations: 63 RIGHT AISLE ----------- Total moves: 2145 Maximum occupied tiles: 11 Seat events: 143 Single-blocker events: 45 Multiple-blocker events: 13 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 106 Reservations granted: 97 Reservations denied/waited: 9 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5223 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6329 Total stationary ticks: 138530 Seat-event requests: 288 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 591 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 9 Active-event deferrals: 591 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 43 EXTREME-OCCUPANCY HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 09:35:52 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 11 Scenario seed: 7426425998591461158 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 98.58% OUTCOME ------- Status: SUCCESS Completed ticks: 1038 Passengers seated: 282/282 Average waiting ticks: 475.94 Longest waiting passenger: P52->30I(RIGHT) Longest waiting ticks: 975 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2266 Maximum occupied tiles: 12 Seat events: 139 Single-blocker events: 35 Multiple-blocker events: 14 Temporary aisle reoccupations: 63 RIGHT AISLE ----------- Total moves: 2145 Maximum occupied tiles: 11 Seat events: 143 Single-blocker events: 45 Multiple-blocker events: 13 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 107 Reservations granted: 97 Reservations denied/waited: 10 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5300 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6395 Total stationary ticks: 138513 Seat-event requests: 288 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 590 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 10 Active-event deferrals: 590 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 11 | standardDataset=282/282 (100.00%) | finalTwoRowRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 43 EXTREME-OCCUPANCY HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 09:35:52 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 12 Scenario seed: -8295871527466017660 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1048 Passengers seated: 282/282 Average waiting ticks: 462.85 Longest waiting passenger: P112->16G(RIGHT) Longest waiting ticks: 986 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1973 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 34 Multiple-blocker events: 12 Temporary aisle reoccupations: 58 RIGHT AISLE ----------- Total moves: 2397 Maximum occupied tiles: 13 Seat events: 148 Single-blocker events: 38 Multiple-blocker events: 22 Temporary aisle reoccupations: 82 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 100 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5834 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7362 Total stationary ticks: 135618 Seat-event requests: 296 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 719 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 719 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 43 EXTREME-OCCUPANCY HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 09:35:52 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 12 Scenario seed: -8295871527466017660 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1048 Passengers seated: 282/282 Average waiting ticks: 462.75 Longest waiting passenger: P112->16G(RIGHT) Longest waiting ticks: 986 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1973 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 33 Multiple-blocker events: 13 Temporary aisle reoccupations: 59 RIGHT AISLE ----------- Total moves: 2397 Maximum occupied tiles: 13 Seat events: 148 Single-blocker events: 37 Multiple-blocker events: 22 Temporary aisle reoccupations: 81 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 103 Reservations granted: 100 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5884 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7386 Total stationary ticks: 135627 Seat-event requests: 296 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 709 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 709 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 299\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 12 | standardDataset=282/282 (100.00%) | finalTwoRowRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 43 EXTREME-OCCUPANCY HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 09:35:52 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 13 Scenario seed: -8055353810995374288 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 93.62% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2323 Passengers seated: 224/235 Average waiting ticks: 409.51 Longest waiting passenger: P1->20F(LEFT) Longest waiting ticks: 2289 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 8 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 8 Selected release potential total: 0 Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1529 Regions dissolved: 2 Repeated reconstructions avoided: 1529 Largest region lifetime: 1491 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1491:occupied=8 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1481 State changes reopening evaluation: 7 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1819 Maximum occupied tiles: 12 Seat events: 114 Single-blocker events: 31 Multiple-blocker events: 11 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 1515 Maximum occupied tiles: 13 Seat events: 110 Single-blocker events: 29 Multiple-blocker events: 9 Temporary aisle reoccupations: 50 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1619 Reservations granted: 1619 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 9 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 13720 Longest unresolved passenger ID: 229 Longest unresolved row: 29 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 8 Longest dependency chain: P83(30C/LEFT) -> P160(27E/LEFT) -> P192(23B/LEFT) -> P0(18C/LEFT) -> P87(20B/LEFT) -> P125(27B/LEFT) -> P165(28D/LEFT) -> P1(20F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 83 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 9 Total blocked ticks: 21330 Total stationary ticks: 112907 Seat-event requests: 1731 Failed seat-event starts: 1507 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 1 Critical blocker identity: P1->20F(LEFT) Direct fan-out: 1 Total indirect descendants: 7 Critical tree size including blocker: 8 Critical tree depth: 8 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 11 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P1(20F/LEFT/WAITING_FOR_SEAT_EVENT) P165(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P125(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P87(20B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P0(18C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P192(23B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P160(27E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P83(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1507 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 21|22|23 Critical blocker unavailable yield tiles: 23 Critical blocker yield-tile occupants: 166 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1507 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 476 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 3 Yield-occupant trace: yieldOccupant[166]: P166(30E/LEFT/MOVING_IN_AISLE@tile23) -> P229(29C/LEFT/MOVING_IN_AISLE@tile24) -> P103(25C/LEFT/WAITING_AT_ROW@tile25) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P103->25C(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P166{seat=30E,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=23,directBlocker=229,lastMoveTick=816,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 21|22|23 Current unavailable yield tiles: 23 Current yield-tile occupants: 166 Final row-event chain: 1|166|229|103 Final row-event chain length: 4 Distinct row events in chain: 4 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1731\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 5\nOccupied-space rejections: 1511\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 43 EXTREME-OCCUPANCY HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 09:35:52 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 13 Scenario seed: -8055353810995374288 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 93.62% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2323 Passengers seated: 224/235 Average waiting ticks: 409.60 Longest waiting passenger: P1->20F(LEFT) Longest waiting ticks: 2289 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 8 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 8 Selected release potential total: 0 Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1529 Regions dissolved: 2 Repeated reconstructions avoided: 1529 Largest region lifetime: 1491 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1491:occupied=8 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1481 State changes reopening evaluation: 7 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1819 Maximum occupied tiles: 12 Seat events: 114 Single-blocker events: 31 Multiple-blocker events: 11 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 1515 Maximum occupied tiles: 13 Seat events: 110 Single-blocker events: 29 Multiple-blocker events: 9 Temporary aisle reoccupations: 50 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1619 Reservations granted: 1619 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 9 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 13711 Longest unresolved passenger ID: 229 Longest unresolved row: 29 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 8 Longest dependency chain: P83(30C/LEFT) -> P160(27E/LEFT) -> P192(23B/LEFT) -> P0(18C/LEFT) -> P87(20B/LEFT) -> P125(27B/LEFT) -> P165(28D/LEFT) -> P1(20F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 83 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 9 Total blocked ticks: 21335 Total stationary ticks: 112908 Seat-event requests: 1731 Failed seat-event starts: 1507 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 1 Critical blocker identity: P1->20F(LEFT) Direct fan-out: 1 Total indirect descendants: 7 Critical tree size including blocker: 8 Critical tree depth: 8 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 11 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P1(20F/LEFT/WAITING_FOR_SEAT_EVENT) P165(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P125(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P87(20B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P0(18C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P192(23B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P160(27E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P83(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1507 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 21|22|23 Critical blocker unavailable yield tiles: 23 Critical blocker yield-tile occupants: 166 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1507 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 497 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 3 Yield-occupant trace: yieldOccupant[166]: P166(30E/LEFT/MOVING_IN_AISLE@tile23) -> P229(29C/LEFT/MOVING_IN_AISLE@tile24) -> P103(25C/LEFT/WAITING_AT_ROW@tile25) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P103->25C(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P166{seat=30E,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=23,directBlocker=229,lastMoveTick=823,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 21|22|23 Current unavailable yield tiles: 23 Current yield-tile occupants: 166 Final row-event chain: 1|166|229|103 Final row-event chain length: 4 Distinct row events in chain: 4 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1731\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 5\nOccupied-space rejections: 1511\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 13 | standardDataset=224/235 (95.32%) | finalTwoRowRiskDispersionDataset=224/235 (95.32%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=MOVING_PASSENGER_YIELD_CHAIN | finalTwoRowRiskDispersionFamily=MOVING_PASSENGER_YIELD_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 43 EXTREME-OCCUPANCY HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 09:35:52 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 14 Scenario seed: -457221805872256975 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 99.15% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2754 Passengers seated: 350/353 Average waiting ticks: 592.43 Longest waiting passenger: P342->34J(RIGHT) Longest waiting ticks: 2674 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 4 Cluster candidates evaluated: 5 Executable cluster candidates: 2 Rejected cluster candidates: 3 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 4 Selected release potential total: 5 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1576 Regions dissolved: 2 Repeated reconstructions avoided: 1576 Largest region lifetime: 1549 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1549:occupied=3 Confirmation deferral ticks: 6 Regions reaching confirmation: 3 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1539 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3091 Maximum occupied tiles: 13 Seat events: 178 Single-blocker events: 53 Multiple-blocker events: 20 Temporary aisle reoccupations: 97 RIGHT AISLE ----------- Total moves: 3066 Maximum occupied tiles: 14 Seat events: 172 Single-blocker events: 47 Multiple-blocker events: 21 Temporary aisle reoccupations: 89 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 155 Reservations granted: 152 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7560 Longest unresolved passenger ID: 32 Longest unresolved row: 34 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P32(34D/RIGHT) -> P342(34J/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 32 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 14220 Total stationary ticks: 217253 Seat-event requests: 1935 Failed seat-event starts: 1585 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 342 Critical blocker identity: P342->34J(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P342(34J/RIGHT/WAITING_FOR_SEAT_EVENT) P32(34D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1585 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 35|36 Critical blocker unavailable yield tiles: 36 Critical blocker yield-tile occupants: 54 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1585 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 991 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[54]: P54(36E/RIGHT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P54->36E(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P54{seat=36E,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=1164,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 35|36 Current unavailable yield tiles: 36 Current yield-tile occupants: 54 Final row-event chain: 342|54 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1936\nPrecedence substitutions made: 3\nDependency chains followed: 1563\nBlocked by waiting-row occupant: 1563\nSubstituted events started: 7\nOccupied-space rejections: 1589\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 43 EXTREME-OCCUPANCY HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 09:35:52 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 14 Scenario seed: -457221805872256975 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 99.15% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2754 Passengers seated: 348/353 Average waiting ticks: 588.02 Longest waiting passenger: P208->36I(RIGHT) Longest waiting ticks: 2688 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 5 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 5 Selected release potential total: 5 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1636 Regions dissolved: 2 Repeated reconstructions avoided: 1636 Largest region lifetime: 1609 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1609:occupied=5 Confirmation deferral ticks: 5 Regions reaching confirmation: 3 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1569 State changes reopening evaluation: 3 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3091 Maximum occupied tiles: 13 Seat events: 178 Single-blocker events: 53 Multiple-blocker events: 20 Temporary aisle reoccupations: 97 RIGHT AISLE ----------- Total moves: 3061 Maximum occupied tiles: 13 Seat events: 170 Single-blocker events: 46 Multiple-blocker events: 20 Temporary aisle reoccupations: 86 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 155 Reservations granted: 152 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 4 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7410 Longest unresolved passenger ID: 283 Longest unresolved row: 36 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 5 Longest dependency chain: P32(34D/RIGHT) -> P342(34J/RIGHT) -> P54(36E/RIGHT) -> P283(36J/RIGHT) -> P208(36I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 32 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 4 Total blocked ticks: 17344 Total stationary ticks: 220392 Seat-event requests: 1956 Failed seat-event starts: 1608 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 208 Critical blocker identity: P208->36I(RIGHT) Direct fan-out: 1 Total indirect descendants: 4 Critical tree size including blocker: 5 Critical tree depth: 5 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P208(36I/RIGHT/WAITING_FOR_SEAT_EVENT) P283(36J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P54(36E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P342(34J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P32(34D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1583 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 1 Critical blocker required yield tiles: 37 Critical blocker unavailable yield tiles: 37 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 25 Rear-boundary failures: 1583 Middle-bank reservation failures: 3 Active-event deferrals: 975 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 1 Current required yield tiles: 37 Current unavailable yield tiles: 37 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1957\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 7\nOccupied-space rejections: 29\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 14 | standardDataset=350/353 (99.15%) | finalTwoRowRiskDispersionDataset=348/353 (98.58%) | seatedDelta=-2 | completionDelta=-0.57% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=2 | clusterStarts=3 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=true | standardFamily=LINKED_ROW_EVENT_CHAIN | finalTwoRowRiskDispersionFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 43 EXTREME-OCCUPANCY HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 09:35:52 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 15 Scenario seed: 4062907901791905793 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 997 Passengers seated: 282/282 Average waiting ticks: 460.21 Longest waiting passenger: P9->22G(RIGHT) Longest waiting ticks: 933 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 3 Cluster candidates evaluated: 3 Executable cluster candidates: 2 Rejected cluster candidates: 1 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 7 Selected release potential total: 10 Last cluster decision: RIGHT:tiles11-17:occupied=5:anchor=P65:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 50 Regions dissolved: 1 Repeated reconstructions avoided: 50 Largest region lifetime: 51 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=51 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2233 Maximum occupied tiles: 11 Seat events: 140 Single-blocker events: 35 Multiple-blocker events: 12 Temporary aisle reoccupations: 59 RIGHT AISLE ----------- Total moves: 2129 Maximum occupied tiles: 13 Seat events: 142 Single-blocker events: 44 Multiple-blocker events: 18 Temporary aisle reoccupations: 80 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 93 Reservations granted: 93 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5878 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7413 Total stationary ticks: 134982 Seat-event requests: 294 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 679 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 679 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 6\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 43 EXTREME-OCCUPANCY HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 09:35:52 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 15 Scenario seed: 4062907901791905793 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 997 Passengers seated: 282/282 Average waiting ticks: 460.20 Longest waiting passenger: P9->22G(RIGHT) Longest waiting ticks: 933 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 3 Cluster candidates evaluated: 3 Executable cluster candidates: 2 Rejected cluster candidates: 1 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 7 Selected release potential total: 10 Last cluster decision: RIGHT:tiles11-17:occupied=5:anchor=P65:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 50 Regions dissolved: 1 Repeated reconstructions avoided: 50 Largest region lifetime: 51 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=51 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2233 Maximum occupied tiles: 11 Seat events: 140 Single-blocker events: 35 Multiple-blocker events: 12 Temporary aisle reoccupations: 59 RIGHT AISLE ----------- Total moves: 2129 Maximum occupied tiles: 13 Seat events: 142 Single-blocker events: 44 Multiple-blocker events: 18 Temporary aisle reoccupations: 80 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 93 Reservations granted: 93 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5878 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7406 Total stationary ticks: 134980 Seat-event requests: 294 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 673 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 673 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 6\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 15 | standardDataset=282/282 (100.00%) | finalTwoRowRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 43 EXTREME-OCCUPANCY HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 09:35:52 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 16 Scenario seed: -8950795278425470047 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 93.62% OUTCOME ------- Status: SUCCESS Completed ticks: 871 Passengers seated: 235/235 Average waiting ticks: 383.03 Longest waiting passenger: P128->5B(LEFT) Longest waiting ticks: 818 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1858 Maximum occupied tiles: 11 Seat events: 125 Single-blocker events: 33 Multiple-blocker events: 11 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1550 Maximum occupied tiles: 11 Seat events: 110 Single-blocker events: 25 Multiple-blocker events: 11 Temporary aisle reoccupations: 48 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 129 Reservations granted: 127 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4307 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5477 Total stationary ticks: 93689 Seat-event requests: 245 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 551 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 551 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 247\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 43 EXTREME-OCCUPANCY HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 09:35:52 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 16 Scenario seed: -8950795278425470047 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 93.62% OUTCOME ------- Status: SUCCESS Completed ticks: 871 Passengers seated: 235/235 Average waiting ticks: 383.03 Longest waiting passenger: P128->5B(LEFT) Longest waiting ticks: 818 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1858 Maximum occupied tiles: 11 Seat events: 125 Single-blocker events: 33 Multiple-blocker events: 11 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1550 Maximum occupied tiles: 11 Seat events: 110 Single-blocker events: 25 Multiple-blocker events: 11 Temporary aisle reoccupations: 48 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 129 Reservations granted: 127 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4307 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5477 Total stationary ticks: 93689 Seat-event requests: 245 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 551 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 551 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 247\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 16 | standardDataset=235/235 (100.00%) | finalTwoRowRiskDispersionDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 43 EXTREME-OCCUPANCY HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 09:35:53 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 17 Scenario seed: -5993034706659066824 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 97.16% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2462 Passengers seated: 272/282 Average waiting ticks: 465.14 Longest waiting passenger: P226->32I(RIGHT) Longest waiting ticks: 2400 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 5 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 10 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1708 Regions dissolved: 0 Repeated reconstructions avoided: 1708 Largest region lifetime: 1709 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1709:occupied=10 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1558 State changes reopening evaluation: 4 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2175 Maximum occupied tiles: 12 Seat events: 137 Single-blocker events: 42 Multiple-blocker events: 15 Temporary aisle reoccupations: 72 RIGHT AISLE ----------- Total moves: 2181 Maximum occupied tiles: 18 Seat events: 135 Single-blocker events: 40 Multiple-blocker events: 13 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 97 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 9 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 14808 Longest unresolved passenger ID: 121 Longest unresolved row: 32 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 10 Longest dependency chain: P207(29G/RIGHT) -> P59(26E/RIGHT) -> P117(32E/RIGHT) -> P149(31I/RIGHT) -> P78(31E/RIGHT) -> P187(29I/RIGHT) -> P154(30H/RIGHT) -> P172(31G/RIGHT) -> P121(32H/RIGHT) -> P226(32I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 207 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 9 Total blocked ticks: 22820 Total stationary ticks: 150192 Seat-event requests: 1851 Failed seat-event starts: 1579 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 226 Critical blocker identity: P226->32I(RIGHT) Direct fan-out: 1 Total indirect descendants: 9 Critical tree size including blocker: 10 Critical tree depth: 10 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 10 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P226(32I/RIGHT/WAITING_FOR_SEAT_EVENT) P121(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P172(31G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P154(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P187(29I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P78(31E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P149(31I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P117(32E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P59(26E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P207(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1567 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 1 Critical blocker required yield tiles: 33 Critical blocker unavailable yield tiles: 33 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 1567 Middle-bank reservation failures: 4 Active-event deferrals: 721 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 1 Current required yield tiles: 33 Current unavailable yield tiles: 33 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1855\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 43 EXTREME-OCCUPANCY HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 09:35:53 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 17 Scenario seed: -5993034706659066824 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 97.16% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2462 Passengers seated: 272/282 Average waiting ticks: 465.23 Longest waiting passenger: P226->32I(RIGHT) Longest waiting ticks: 2397 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 5 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 10 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1708 Regions dissolved: 0 Repeated reconstructions avoided: 1708 Largest region lifetime: 1709 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1709:occupied=10 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1558 State changes reopening evaluation: 4 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2175 Maximum occupied tiles: 12 Seat events: 137 Single-blocker events: 42 Multiple-blocker events: 15 Temporary aisle reoccupations: 72 RIGHT AISLE ----------- Total moves: 2181 Maximum occupied tiles: 18 Seat events: 135 Single-blocker events: 40 Multiple-blocker events: 13 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 97 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 9 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 14804 Longest unresolved passenger ID: 121 Longest unresolved row: 32 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 10 Longest dependency chain: P207(29G/RIGHT) -> P59(26E/RIGHT) -> P117(32E/RIGHT) -> P149(31I/RIGHT) -> P78(31E/RIGHT) -> P187(29I/RIGHT) -> P154(30H/RIGHT) -> P172(31G/RIGHT) -> P121(32H/RIGHT) -> P226(32I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 207 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 9 Total blocked ticks: 22805 Total stationary ticks: 150187 Seat-event requests: 1851 Failed seat-event starts: 1579 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 226 Critical blocker identity: P226->32I(RIGHT) Direct fan-out: 1 Total indirect descendants: 9 Critical tree size including blocker: 10 Critical tree depth: 10 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 10 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P226(32I/RIGHT/WAITING_FOR_SEAT_EVENT) P121(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P172(31G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P154(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P187(29I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P78(31E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P149(31I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P117(32E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P59(26E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P207(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1567 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 1 Critical blocker required yield tiles: 33 Critical blocker unavailable yield tiles: 33 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 1567 Middle-bank reservation failures: 4 Active-event deferrals: 733 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 1 Current required yield tiles: 33 Current unavailable yield tiles: 33 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1855\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 17 | standardDataset=272/282 (96.45%) | finalTwoRowRiskDispersionDataset=272/282 (96.45%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=REAR_BOUNDARY_LOCK | finalTwoRowRiskDispersionFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 43 EXTREME-OCCUPANCY HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 09:35:53 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 18 Scenario seed: 8947593190842218294 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 997 Passengers seated: 282/282 Average waiting ticks: 464.79 Longest waiting passenger: P235->25A(LEFT) Longest waiting ticks: 951 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2262 Maximum occupied tiles: 11 Seat events: 142 Single-blocker events: 33 Multiple-blocker events: 18 Temporary aisle reoccupations: 69 RIGHT AISLE ----------- Total moves: 2126 Maximum occupied tiles: 15 Seat events: 140 Single-blocker events: 41 Multiple-blocker events: 17 Temporary aisle reoccupations: 75 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 96 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5604 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6957 Total stationary ticks: 135735 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 725 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 725 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 43 EXTREME-OCCUPANCY HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 09:35:53 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 18 Scenario seed: 8947593190842218294 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 997 Passengers seated: 282/282 Average waiting ticks: 464.83 Longest waiting passenger: P235->25A(LEFT) Longest waiting ticks: 951 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2262 Maximum occupied tiles: 11 Seat events: 142 Single-blocker events: 33 Multiple-blocker events: 18 Temporary aisle reoccupations: 69 RIGHT AISLE ----------- Total moves: 2126 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 41 Multiple-blocker events: 17 Temporary aisle reoccupations: 75 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 96 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5595 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6886 Total stationary ticks: 135714 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 694 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 694 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 18 | standardDataset=282/282 (100.00%) | finalTwoRowRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 43 EXTREME-OCCUPANCY HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 09:35:53 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 19 Scenario seed: -3071790934870179305 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 75.74% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 833 Passengers seated: 235/235 Average waiting ticks: 380.66 Longest waiting passenger: P185->4H(RIGHT) Longest waiting ticks: 773 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 6 Last cluster decision: RIGHT:tiles9-12:occupied=3:anchor=P225:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 37 Regions dissolved: 3 Repeated reconstructions avoided: 37 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=13 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1680 Maximum occupied tiles: 12 Seat events: 116 Single-blocker events: 38 Multiple-blocker events: 7 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 1742 Maximum occupied tiles: 13 Seat events: 119 Single-blocker events: 26 Multiple-blocker events: 13 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 130 Reservations granted: 130 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4682 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5910 Total stationary ticks: 93445 Seat-event requests: 252 Failed seat-event starts: 17 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 626 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 17 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 626 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 7\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 43 EXTREME-OCCUPANCY HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 09:35:53 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 19 Scenario seed: -3071790934870179305 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 75.74% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 833 Passengers seated: 235/235 Average waiting ticks: 380.66 Longest waiting passenger: P185->4H(RIGHT) Longest waiting ticks: 773 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 6 Last cluster decision: RIGHT:tiles9-12:occupied=3:anchor=P225:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 37 Regions dissolved: 3 Repeated reconstructions avoided: 37 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=13 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1680 Maximum occupied tiles: 12 Seat events: 116 Single-blocker events: 38 Multiple-blocker events: 7 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 1742 Maximum occupied tiles: 13 Seat events: 119 Single-blocker events: 26 Multiple-blocker events: 13 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 130 Reservations granted: 130 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4682 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5910 Total stationary ticks: 93445 Seat-event requests: 252 Failed seat-event starts: 17 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 626 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 17 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 626 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 7\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 19 | standardDataset=235/235 (100.00%) | finalTwoRowRiskDispersionDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 43 EXTREME-OCCUPANCY HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 09:35:53 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 20 Scenario seed: -4277139289941249147 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.50% Blocker-prone seat share (topology component): 67.38% Aisle-assignment balance: 96.45% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2523 Passengers seated: 276/282 Average waiting ticks: 495.66 Longest waiting passenger: P93->28I(RIGHT) Longest waiting ticks: 2480 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 4 Cluster candidates evaluated: 4 Executable cluster candidates: 0 Rejected cluster candidates: 4 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 5 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1611 Regions dissolved: 0 Repeated reconstructions avoided: 1611 Largest region lifetime: 1612 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1612:occupied=5 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1536 State changes reopening evaluation: 3 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2124 Maximum occupied tiles: 12 Seat events: 136 Single-blocker events: 45 Multiple-blocker events: 16 Temporary aisle reoccupations: 77 RIGHT AISLE ----------- Total moves: 2229 Maximum occupied tiles: 14 Seat events: 140 Single-blocker events: 56 Multiple-blocker events: 8 Temporary aisle reoccupations: 72 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 96 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 5671 Longest unresolved passenger ID: 91 Longest unresolved row: 32 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P275(32F/RIGHT) -> P246(32G/RIGHT) -> P218(30F/RIGHT) -> P93(28I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 275 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 15939 Total stationary ticks: 148649 Seat-event requests: 1851 Failed seat-event starts: 1575 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 93 Critical blocker identity: P93->28I(RIGHT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 6 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P93(28I/RIGHT/WAITING_FOR_SEAT_EVENT) P218(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P246(32G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P275(32F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1575 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 29|30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 249 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1575 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 820 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[249]: P249(30I/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P249->30I(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P249{seat=30I,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=815,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 29|30 Current unavailable yield tiles: 30 Current yield-tile occupants: 249 Final row-event chain: 93|249 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1851\nPrecedence substitutions made: 1\nDependency chains followed: 1568\nBlocked by waiting-row occupant: 3115\nSubstituted events started: 1\nOccupied-space rejections: 6237\nMaximum scheduling-chain depth: 3\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 43 EXTREME-OCCUPANCY HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 09:35:53 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 20 Scenario seed: -4277139289941249147 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.50% Blocker-prone seat share (topology component): 67.38% Aisle-assignment balance: 96.45% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2523 Passengers seated: 276/282 Average waiting ticks: 495.65 Longest waiting passenger: P93->28I(RIGHT) Longest waiting ticks: 2480 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 4 Cluster candidates evaluated: 4 Executable cluster candidates: 0 Rejected cluster candidates: 4 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 5 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1611 Regions dissolved: 0 Repeated reconstructions avoided: 1611 Largest region lifetime: 1612 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1612:occupied=5 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1536 State changes reopening evaluation: 3 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2124 Maximum occupied tiles: 12 Seat events: 136 Single-blocker events: 45 Multiple-blocker events: 16 Temporary aisle reoccupations: 77 RIGHT AISLE ----------- Total moves: 2229 Maximum occupied tiles: 14 Seat events: 140 Single-blocker events: 56 Multiple-blocker events: 8 Temporary aisle reoccupations: 72 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 96 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 5678 Longest unresolved passenger ID: 91 Longest unresolved row: 32 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P275(32F/RIGHT) -> P246(32G/RIGHT) -> P218(30F/RIGHT) -> P93(28I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 275 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 15956 Total stationary ticks: 148656 Seat-event requests: 1851 Failed seat-event starts: 1575 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 93 Critical blocker identity: P93->28I(RIGHT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 6 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P93(28I/RIGHT/WAITING_FOR_SEAT_EVENT) P218(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P246(32G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P275(32F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1575 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 29|30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 249 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1575 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 826 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[249]: P249(30I/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P249->30I(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P249{seat=30I,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=815,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 29|30 Current unavailable yield tiles: 30 Current yield-tile occupants: 249 Final row-event chain: 93|249 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1851\nPrecedence substitutions made: 1\nDependency chains followed: 1568\nBlocked by waiting-row occupant: 3115\nSubstituted events started: 1\nOccupied-space rejections: 6237\nMaximum scheduling-chain depth: 3\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 20 | standardDataset=276/282 (97.87%) | finalTwoRowRiskDispersionDataset=276/282 (97.87%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=LINKED_ROW_EVENT_CHAIN | finalTwoRowRiskDispersionFamily=LINKED_ROW_EVENT_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 43 EXTREME-OCCUPANCY HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 09:35:53 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 21 Scenario seed: 2156042196335317824 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2509 Passengers seated: 280/282 Average waiting ticks: 465.41 Longest waiting passenger: P120->32F(LEFT) Longest waiting ticks: 2432 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 6 Selected release potential total: 5 Last cluster decision: RIGHT:tiles19-24:occupied=5:anchor=P160:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 26 Regions dissolved: 1 Repeated reconstructions avoided: 26 Largest region lifetime: 27 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=27 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2155 Maximum occupied tiles: 15 Seat events: 136 Single-blocker events: 40 Multiple-blocker events: 15 Temporary aisle reoccupations: 70 RIGHT AISLE ----------- Total moves: 2213 Maximum occupied tiles: 13 Seat events: 144 Single-blocker events: 31 Multiple-blocker events: 20 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1670 Reservations granted: 1670 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5604 Longest unresolved passenger ID: 44 Longest unresolved row: 32 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P44(32C/LEFT) -> P120(32F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 44 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 10298 Total stationary ticks: 137703 Seat-event requests: 1872 Failed seat-event starts: 1592 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 120 Critical blocker identity: P120->32F(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P120(32F/LEFT/WAITING_FOR_SEAT_EVENT) P44(32C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1573 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 33|34 Critical blocker unavailable yield tiles: 33|34 Critical blocker yield-tile occupants: -1|-1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 19 Rear-boundary failures: 1573 Middle-bank reservation failures: 0 Active-event deferrals: 729 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 33|34 Current unavailable yield tiles: 33|34 Current yield-tile occupants: -1|-1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1871\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 43 EXTREME-OCCUPANCY HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 09:35:53 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 21 Scenario seed: 2156042196335317824 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2509 Passengers seated: 280/282 Average waiting ticks: 465.39 Longest waiting passenger: P120->32F(LEFT) Longest waiting ticks: 2432 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 6 Selected release potential total: 5 Last cluster decision: RIGHT:tiles19-24:occupied=5:anchor=P160:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 26 Regions dissolved: 1 Repeated reconstructions avoided: 26 Largest region lifetime: 27 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=27 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2155 Maximum occupied tiles: 15 Seat events: 136 Single-blocker events: 40 Multiple-blocker events: 15 Temporary aisle reoccupations: 70 RIGHT AISLE ----------- Total moves: 2213 Maximum occupied tiles: 13 Seat events: 144 Single-blocker events: 31 Multiple-blocker events: 20 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1670 Reservations granted: 1670 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5614 Longest unresolved passenger ID: 44 Longest unresolved row: 32 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P44(32C/LEFT) -> P120(32F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 44 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 10312 Total stationary ticks: 137707 Seat-event requests: 1872 Failed seat-event starts: 1592 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 120 Critical blocker identity: P120->32F(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P120(32F/LEFT/WAITING_FOR_SEAT_EVENT) P44(32C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1573 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 33|34 Critical blocker unavailable yield tiles: 33|34 Critical blocker yield-tile occupants: -1|-1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 19 Rear-boundary failures: 1573 Middle-bank reservation failures: 0 Active-event deferrals: 732 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 33|34 Current unavailable yield tiles: 33|34 Current yield-tile occupants: -1|-1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1871\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 21 | standardDataset=280/282 (99.29%) | finalTwoRowRiskDispersionDataset=280/282 (99.29%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=REAR_BOUNDARY_LOCK | finalTwoRowRiskDispersionFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 43 EXTREME-OCCUPANCY HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 09:35:53 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 22 Scenario seed: -5766723168729519310 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 96.32% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2745 Passengers seated: 277/353 Average waiting ticks: 763.89 Longest waiting passenger: P6->14I(RIGHT) Longest waiting ticks: 2745 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 5 Clusters detected: 5 Activations without intervention: 36 Cluster candidates evaluated: 58 Executable cluster candidates: 0 Rejected cluster candidates: 58 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 36 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 5 Region updates: 4062 Regions dissolved: 3 Repeated reconstructions avoided: 4062 Largest region lifetime: 2370 Maximum simultaneous active regions: 3 Regions active at termination: 2 Last lifecycle event: UPDATE:R1:age=2370:occupied=36 Confirmation deferral ticks: 7 Regions reaching confirmation: 2 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 2084 State changes reopening evaluation: 34 Region priority competitions: 1569 Regions ranked: 3138 Hierarchical selections: 1569 Lower-priority evaluations deferred: 1546 Highest selected priority score: 39710 Left/right priority wins: 0/1569 Priority ties: 0 Last priority decision: LEFT:R4:score=7810 | RIGHT:R1:score=39710 | selected=RIGHT LEFT AISLE ---------- Total moves: 3174 Maximum occupied tiles: 16 Seat events: 176 Single-blocker events: 40 Multiple-blocker events: 22 Temporary aisle reoccupations: 88 RIGHT AISLE ----------- Total moves: 2127 Maximum occupied tiles: 36 Seat events: 101 Single-blocker events: 20 Multiple-blocker events: 10 Temporary aisle reoccupations: 42 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 2198 Reservations granted: 2198 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 33 Remaining moving in aisle: 37 Remaining waiting at row: 6 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 74808 Longest unresolved passenger ID: 6 Longest unresolved row: 14 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 25 Longest dependency chain: P311(16F/RIGHT) -> P292(5J/RIGHT) -> P309(25H/RIGHT) -> P68(35E/RIGHT) -> P318(34I/RIGHT) -> P105(17H/RIGHT) -> P203(32I/RIGHT) -> P103(27G/RIGHT) -> P152(36H/RIGHT) -> P125(31D/RIGHT) -> P308(20I/RIGHT) -> P143(29E/RIGHT) -> P100(14J/RIGHT) -> P211(15I/RIGHT) -> P259(30J/RIGHT) -> P135(28I/RIGHT) -> P42(21I/RIGHT) -> P181(32D/RIGHT) -> P139(25I/RIGHT) -> P194(28F/RIGHT) -> P55(32H/RIGHT) -> P243(28J/RIGHT) -> P296(28D/RIGHT) -> P217(30I/RIGHT) -> P140(25E/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 311 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 37 Total blocked ticks: 93355 Total stationary ticks: 349294 Seat-event requests: 3976 Failed seat-event starts: 3699 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 140 Critical blocker identity: P140->25E(RIGHT) Direct fan-out: 1 Total indirect descendants: 24 Critical tree size including blocker: 25 Critical tree depth: 25 Frozen internal components: 6 Terminal WAITING_FOR_SEAT_EVENT nodes: 6 Unresolved internal passengers: 43 Unresolved outside passengers: 33 Unresolved internal passengers outside critical tree: 18 Critical blocker tree: P140(25E/RIGHT/WAITING_FOR_SEAT_EVENT) P217(30I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P296(28D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P243(28J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P55(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P194(28F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P139(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P181(32D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P42(21I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P135(28I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P259(30J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P211(15I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P100(14J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P143(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P308(20I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P125(31D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P152(36H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P103(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P203(32I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P105(17H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P318(34I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P68(35E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P309(25H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P292(5J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P311(16F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 3649 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 26|27 Critical blocker unavailable yield tiles: 26|27 Critical blocker yield-tile occupants: 20|218 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 3 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 3649 Rear-boundary failures: 50 Middle-bank reservation failures: 0 Active-event deferrals: 1207 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 2 Trace length: 8 Yield-occupant trace: yieldOccupant[20]: P20(32F/RIGHT/MOVING_IN_AISLE@tile26) -> P218(36J/RIGHT/MOVING_IN_AISLE@tile27) -> P5(30H/RIGHT/MOVING_IN_AISLE@tile28) -> P33(31J/RIGHT/MOVING_IN_AISLE@tile29) -> P236(33D/RIGHT/MOVING_IN_AISLE@tile30) -> P238(34F/RIGHT/MOVING_IN_AISLE@tile31) -> P14(34H/RIGHT/MOVING_IN_AISLE@tile32) -> P214(33I/RIGHT/WAITING_AT_ROW@tile33) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[218]: P218(36J/RIGHT/MOVING_IN_AISLE@tile27) -> P5(30H/RIGHT/MOVING_IN_AISLE@tile28) -> P33(31J/RIGHT/MOVING_IN_AISLE@tile29) -> P236(33D/RIGHT/MOVING_IN_AISLE@tile30) -> P238(34F/RIGHT/MOVING_IN_AISLE@tile31) -> P14(34H/RIGHT/MOVING_IN_AISLE@tile32) -> P214(33I/RIGHT/WAITING_AT_ROW@tile33) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P214->33I(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P20{seat=32F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=26,directBlocker=218,lastMoveTick=657,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P218{seat=36J,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=27,directBlocker=5,lastMoveTick=649,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 26|27 Current unavailable yield tiles: 26|27 Current yield-tile occupants: 20|218 Final row-event chain: 140|20|218|5|33|236|238|14|214 Final row-event chain length: 9 Distinct row events in chain: 9 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 6 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3976\nPrecedence substitutions made: 2\nDependency chains followed: 41\nBlocked by waiting-row occupant: 41\nSubstituted events started: 2\nOccupied-space rejections: 3675\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 43 EXTREME-OCCUPANCY HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 09:35:53 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 22 Scenario seed: -5766723168729519310 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 96.32% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2745 Passengers seated: 346/353 Average waiting ticks: 596.96 Longest waiting passenger: P147->35A(LEFT) Longest waiting ticks: 2680 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 7 Cluster candidates evaluated: 12 Executable cluster candidates: 0 Rejected cluster candidates: 12 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 7 Selected release potential total: 0 Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 1708 Regions dissolved: 3 Repeated reconstructions avoided: 1708 Largest region lifetime: 1648 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1648:occupied=7 Confirmation deferral ticks: 5 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 1540 State changes reopening evaluation: 6 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3174 Maximum occupied tiles: 15 Seat events: 176 Single-blocker events: 37 Multiple-blocker events: 26 Temporary aisle reoccupations: 94 RIGHT AISLE ----------- Total moves: 2997 Maximum occupied tiles: 15 Seat events: 170 Single-blocker events: 45 Multiple-blocker events: 29 Temporary aisle reoccupations: 107 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 148 Reservations granted: 148 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 4 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7949 Longest unresolved passenger ID: 23 Longest unresolved row: 35 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P196(34A/LEFT) -> P23(35B/LEFT) -> P147(35A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 196 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 4 Total blocked ticks: 20676 Total stationary ticks: 223824 Seat-event requests: 1918 Failed seat-event starts: 1572 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 3 Critical blocker identity: P3->32A(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 7 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 4 Critical blocker tree: P3(32A/LEFT/WAITING_FOR_SEAT_EVENT) P128(36E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P290(34B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1572 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 33|34 Critical blocker unavailable yield tiles: 33|34 Critical blocker yield-tile occupants: 196|23 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1572 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 974 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 2 Trace length: 3 Yield-occupant trace: yieldOccupant[196]: P196(34A/LEFT/MOVING_IN_AISLE@tile33) -> P23(35B/LEFT/MOVING_IN_AISLE@tile34) -> P147(35A/LEFT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[23]: P23(35B/LEFT/MOVING_IN_AISLE@tile34) -> P147(35A/LEFT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P147->35A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P196{seat=34A,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=33,directBlocker=23,lastMoveTick=1179,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P23{seat=35B,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=34,directBlocker=147,lastMoveTick=1093,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 33|34 Current unavailable yield tiles: 33|34 Current yield-tile occupants: 196|23 Final row-event chain: 3|196|23|147 Final row-event chain length: 4 Distinct row events in chain: 4 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1918\nPrecedence substitutions made: 2\nDependency chains followed: 42\nBlocked by waiting-row occupant: 42\nSubstituted events started: 3\nOccupied-space rejections: 1579\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 22 | standardDataset=277/353 (78.47%) | finalTwoRowRiskDispersionDataset=346/353 (98.02%) | seatedDelta=+69 | completionDelta=+19.55% | outsideDelta=-33 | clustersDetected=4 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | finalTwoRowRiskDispersionFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 43 EXTREME-OCCUPANCY HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 09:35:53 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 23 Scenario seed: 3227199808506299833 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 999 Passengers seated: 282/282 Average waiting ticks: 461.28 Longest waiting passenger: P145->23F(RIGHT) Longest waiting ticks: 957 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 3 Selected release potential total: 4 Last cluster decision: LEFT:tiles14-16:occupied=3:anchor=P72:selected=P123:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 18 Regions dissolved: 2 Repeated reconstructions avoided: 18 Largest region lifetime: 11 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=11 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2167 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 34 Multiple-blocker events: 20 Temporary aisle reoccupations: 74 RIGHT AISLE ----------- Total moves: 2198 Maximum occupied tiles: 12 Seat events: 141 Single-blocker events: 30 Multiple-blocker events: 18 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 102 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5448 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6929 Total stationary ticks: 134708 Seat-event requests: 303 Failed seat-event starts: 21 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 742 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 21 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 742 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 26\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 43 EXTREME-OCCUPANCY HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 09:35:53 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 23 Scenario seed: 3227199808506299833 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 999 Passengers seated: 282/282 Average waiting ticks: 461.19 Longest waiting passenger: P145->23F(RIGHT) Longest waiting ticks: 957 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 3 Selected release potential total: 4 Last cluster decision: LEFT:tiles14-16:occupied=3:anchor=P72:selected=P123:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 18 Regions dissolved: 2 Repeated reconstructions avoided: 18 Largest region lifetime: 11 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=11 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2167 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 34 Multiple-blocker events: 20 Temporary aisle reoccupations: 74 RIGHT AISLE ----------- Total moves: 2198 Maximum occupied tiles: 12 Seat events: 141 Single-blocker events: 30 Multiple-blocker events: 18 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 102 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5483 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6951 Total stationary ticks: 134715 Seat-event requests: 303 Failed seat-event starts: 21 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 733 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 21 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 733 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 26\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 23 | standardDataset=282/282 (100.00%) | finalTwoRowRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 43 EXTREME-OCCUPANCY HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 09:35:53 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 24 Scenario seed: 8005147200778309228 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 98.58% OUTCOME ------- Status: SUCCESS Completed ticks: 1271 Passengers seated: 353/353 Average waiting ticks: 591.42 Longest waiting passenger: P62->26F(RIGHT) Longest waiting ticks: 1213 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 17 Regions dissolved: 1 Repeated reconstructions avoided: 17 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=18 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3014 Maximum occupied tiles: 13 Seat events: 174 Single-blocker events: 42 Multiple-blocker events: 21 Temporary aisle reoccupations: 86 RIGHT AISLE ----------- Total moves: 3120 Maximum occupied tiles: 15 Seat events: 179 Single-blocker events: 55 Multiple-blocker events: 24 Temporary aisle reoccupations: 106 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 148 Reservations granted: 148 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7411 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8961 Total stationary ticks: 214978 Seat-event requests: 366 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 822 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 822 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 366\nPrecedence substitutions made: 5\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 6\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 43 EXTREME-OCCUPANCY HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 09:35:53 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 24 Scenario seed: 8005147200778309228 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 98.58% OUTCOME ------- Status: SUCCESS Completed ticks: 1271 Passengers seated: 353/353 Average waiting ticks: 591.42 Longest waiting passenger: P62->26F(RIGHT) Longest waiting ticks: 1213 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 17 Regions dissolved: 1 Repeated reconstructions avoided: 17 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=18 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3014 Maximum occupied tiles: 13 Seat events: 174 Single-blocker events: 42 Multiple-blocker events: 21 Temporary aisle reoccupations: 86 RIGHT AISLE ----------- Total moves: 3120 Maximum occupied tiles: 15 Seat events: 179 Single-blocker events: 55 Multiple-blocker events: 24 Temporary aisle reoccupations: 106 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 148 Reservations granted: 148 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7411 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8961 Total stationary ticks: 214978 Seat-event requests: 366 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 822 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 822 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 366\nPrecedence substitutions made: 5\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 6\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 24 | standardDataset=353/353 (100.00%) | finalTwoRowRiskDispersionDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 43 EXTREME-OCCUPANCY HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 09:35:53 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 25 Scenario seed: -2702801730491492296 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 98.58% OUTCOME ------- Status: SUCCESS Completed ticks: 1000 Passengers seated: 282/282 Average waiting ticks: 462.07 Longest waiting passenger: P235->11E(LEFT) Longest waiting ticks: 967 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2181 Maximum occupied tiles: 11 Seat events: 143 Single-blocker events: 33 Multiple-blocker events: 12 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 2227 Maximum occupied tiles: 13 Seat events: 139 Single-blocker events: 44 Multiple-blocker events: 16 Temporary aisle reoccupations: 76 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 97 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5581 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6908 Total stationary ticks: 135059 Seat-event requests: 293 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 644 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 644 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 9\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 43 EXTREME-OCCUPANCY HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 09:35:53 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 25 Scenario seed: -2702801730491492296 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 98.58% OUTCOME ------- Status: SUCCESS Completed ticks: 1000 Passengers seated: 282/282 Average waiting ticks: 462.07 Longest waiting passenger: P235->11E(LEFT) Longest waiting ticks: 967 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2181 Maximum occupied tiles: 11 Seat events: 143 Single-blocker events: 33 Multiple-blocker events: 12 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 2227 Maximum occupied tiles: 13 Seat events: 139 Single-blocker events: 44 Multiple-blocker events: 16 Temporary aisle reoccupations: 76 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 97 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5581 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6915 Total stationary ticks: 135061 Seat-event requests: 293 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 650 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 650 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 8\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 25 | standardDataset=282/282 (100.00%) | finalTwoRowRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 43 EXTREME-OCCUPANCY HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 09:35:53 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 26 Scenario seed: -8345824874507060339 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 91.22% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2624 Passengers seated: 263/353 Average waiting ticks: 981.50 Longest waiting passenger: P5->29A(LEFT) Longest waiting ticks: 2624 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 27 Regions dissolved: 2 Repeated reconstructions avoided: 27 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1905 Maximum occupied tiles: 13 Seat events: 102 Single-blocker events: 17 Multiple-blocker events: 6 Temporary aisle reoccupations: 29 RIGHT AISLE ----------- Total moves: 2743 Maximum occupied tiles: 13 Seat events: 161 Single-blocker events: 58 Multiple-blocker events: 12 Temporary aisle reoccupations: 85 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 2007 Reservations granted: 2007 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 80 Remaining moving in aisle: 4 Remaining waiting at row: 6 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 12248 Longest unresolved passenger ID: 5 Longest unresolved row: 29 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P18(20C/LEFT) -> P149(6C/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 18 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 4 Total blocked ticks: 26060 Total stationary ticks: 359005 Seat-event requests: 2178 Failed seat-event starts: 1915 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 121 Critical blocker identity: P121->26G(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 6 Terminal WAITING_FOR_SEAT_EVENT nodes: 6 Unresolved internal passengers: 10 Unresolved outside passengers: 80 Unresolved internal passengers outside critical tree: 8 Critical blocker tree: P121(26G/LEFT/WAITING_FOR_SEAT_EVENT) P158(29C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1915 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 5 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1915 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 721 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_SPACE_AVAILABLE Final snapshot prerequisite: YIELD_SPACE_AVAILABLE Current required blockers: 3 Current required yield tiles: 27|28|29 Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: YIELD_SPACE_AVAILABLE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2177\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1918\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 43 EXTREME-OCCUPANCY HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 09:35:53 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 26 Scenario seed: -8345824874507060339 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 91.22% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2624 Passengers seated: 263/353 Average waiting ticks: 981.50 Longest waiting passenger: P5->29A(LEFT) Longest waiting ticks: 2624 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 27 Regions dissolved: 2 Repeated reconstructions avoided: 27 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1905 Maximum occupied tiles: 13 Seat events: 102 Single-blocker events: 17 Multiple-blocker events: 6 Temporary aisle reoccupations: 29 RIGHT AISLE ----------- Total moves: 2743 Maximum occupied tiles: 13 Seat events: 161 Single-blocker events: 58 Multiple-blocker events: 12 Temporary aisle reoccupations: 85 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 2007 Reservations granted: 2007 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 80 Remaining moving in aisle: 4 Remaining waiting at row: 6 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 12248 Longest unresolved passenger ID: 5 Longest unresolved row: 29 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P18(20C/LEFT) -> P149(6C/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 18 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 4 Total blocked ticks: 26060 Total stationary ticks: 359005 Seat-event requests: 2178 Failed seat-event starts: 1915 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 121 Critical blocker identity: P121->26G(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 6 Terminal WAITING_FOR_SEAT_EVENT nodes: 6 Unresolved internal passengers: 10 Unresolved outside passengers: 80 Unresolved internal passengers outside critical tree: 8 Critical blocker tree: P121(26G/LEFT/WAITING_FOR_SEAT_EVENT) P158(29C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1915 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 5 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1915 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 721 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_SPACE_AVAILABLE Final snapshot prerequisite: YIELD_SPACE_AVAILABLE Current required blockers: 3 Current required yield tiles: 27|28|29 Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: YIELD_SPACE_AVAILABLE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2177\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1918\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 26 | standardDataset=263/353 (74.50%) | finalTwoRowRiskDispersionDataset=263/353 (74.50%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | finalTwoRowRiskDispersionFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 43 EXTREME-OCCUPANCY HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 09:35:53 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 27 Scenario seed: 4799773213532248393 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.33% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 99.15% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2747 Passengers seated: 342/353 Average waiting ticks: 590.29 Longest waiting passenger: P292->33D(RIGHT) Longest waiting ticks: 2686 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 5 Clusters detected: 5 Activations without intervention: 17 Cluster candidates evaluated: 20 Executable cluster candidates: 2 Rejected cluster candidates: 18 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 11 Selected release potential total: 5 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 5 Region updates: 1829 Regions dissolved: 4 Repeated reconstructions avoided: 1829 Largest region lifetime: 1783 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1783:occupied=11 Confirmation deferral ticks: 8 Regions reaching confirmation: 3 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1617 State changes reopening evaluation: 15 Region priority competitions: 2 Regions ranked: 4 Hierarchical selections: 2 Lower-priority evaluations deferred: 0 Highest selected priority score: 6610 Left/right priority wins: 0/2 Priority ties: 0 Last priority decision: LEFT:R5:score=2214 | RIGHT:R3:score=6610 | selected=RIGHT LEFT AISLE ---------- Total moves: 3152 Maximum occupied tiles: 14 Seat events: 175 Single-blocker events: 47 Multiple-blocker events: 28 Temporary aisle reoccupations: 109 RIGHT AISLE ----------- Total moves: 2977 Maximum occupied tiles: 20 Seat events: 167 Single-blocker events: 48 Multiple-blocker events: 14 Temporary aisle reoccupations: 81 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1793 Reservations granted: 1791 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 9 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 15878 Longest unresolved passenger ID: 149 Longest unresolved row: 36 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 10 Longest dependency chain: P208(34H/RIGHT) -> P79(27H/RIGHT) -> P242(29G/RIGHT) -> P59(34G/RIGHT) -> P324(31J/RIGHT) -> P21(36F/RIGHT) -> P205(36I/RIGHT) -> P103(32H/RIGHT) -> P149(36J/RIGHT) -> P292(33D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 208 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 9 Total blocked ticks: 28362 Total stationary ticks: 230175 Seat-event requests: 2011 Failed seat-event starts: 1669 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 292 Critical blocker identity: P292->33D(RIGHT) Direct fan-out: 1 Total indirect descendants: 9 Critical tree size including blocker: 10 Critical tree depth: 10 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 11 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P292(33D/RIGHT/WAITING_FOR_SEAT_EVENT) P149(36J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P103(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P205(36I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P21(36F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P324(31J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P59(34G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P242(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P79(27H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P208(34H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1668 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 34|35|36 Critical blocker unavailable yield tiles: 35 Critical blocker yield-tile occupants: 126 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1668 Rear-boundary failures: 1 Middle-bank reservation failures: 2 Active-event deferrals: 1239 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[126]: P126(35J/RIGHT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P126->35J(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P126{seat=35J,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=35,directBlocker=-1,lastMoveTick=891,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 34|35|36 Current unavailable yield tiles: 35 Current yield-tile occupants: 126 Final row-event chain: 292|126 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2012\nPrecedence substitutions made: 8\nDependency chains followed: 1655\nBlocked by waiting-row occupant: 1655\nSubstituted events started: 9\nOccupied-space rejections: 1697\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 43 EXTREME-OCCUPANCY HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 09:35:53 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 27 Scenario seed: 4799773213532248393 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 28.33% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 99.15% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2747 Passengers seated: 342/353 Average waiting ticks: 590.29 Longest waiting passenger: P292->33D(RIGHT) Longest waiting ticks: 2686 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 5 Clusters detected: 5 Activations without intervention: 17 Cluster candidates evaluated: 20 Executable cluster candidates: 2 Rejected cluster candidates: 18 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 11 Selected release potential total: 5 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 5 Region updates: 1829 Regions dissolved: 4 Repeated reconstructions avoided: 1829 Largest region lifetime: 1783 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1783:occupied=11 Confirmation deferral ticks: 8 Regions reaching confirmation: 3 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1617 State changes reopening evaluation: 15 Region priority competitions: 2 Regions ranked: 4 Hierarchical selections: 2 Lower-priority evaluations deferred: 0 Highest selected priority score: 6610 Left/right priority wins: 0/2 Priority ties: 0 Last priority decision: LEFT:R5:score=2214 | RIGHT:R3:score=6610 | selected=RIGHT LEFT AISLE ---------- Total moves: 3152 Maximum occupied tiles: 14 Seat events: 175 Single-blocker events: 47 Multiple-blocker events: 28 Temporary aisle reoccupations: 109 RIGHT AISLE ----------- Total moves: 2977 Maximum occupied tiles: 20 Seat events: 167 Single-blocker events: 48 Multiple-blocker events: 14 Temporary aisle reoccupations: 81 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1793 Reservations granted: 1791 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 9 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 15878 Longest unresolved passenger ID: 149 Longest unresolved row: 36 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 10 Longest dependency chain: P208(34H/RIGHT) -> P79(27H/RIGHT) -> P242(29G/RIGHT) -> P59(34G/RIGHT) -> P324(31J/RIGHT) -> P21(36F/RIGHT) -> P205(36I/RIGHT) -> P103(32H/RIGHT) -> P149(36J/RIGHT) -> P292(33D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 208 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 9 Total blocked ticks: 28362 Total stationary ticks: 230175 Seat-event requests: 2011 Failed seat-event starts: 1669 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 292 Critical blocker identity: P292->33D(RIGHT) Direct fan-out: 1 Total indirect descendants: 9 Critical tree size including blocker: 10 Critical tree depth: 10 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 11 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P292(33D/RIGHT/WAITING_FOR_SEAT_EVENT) P149(36J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P103(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P205(36I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P21(36F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P324(31J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P59(34G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P242(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P79(27H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P208(34H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1668 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 34|35|36 Critical blocker unavailable yield tiles: 35 Critical blocker yield-tile occupants: 126 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1668 Rear-boundary failures: 1 Middle-bank reservation failures: 2 Active-event deferrals: 1239 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[126]: P126(35J/RIGHT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P126->35J(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P126{seat=35J,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=35,directBlocker=-1,lastMoveTick=891,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 34|35|36 Current unavailable yield tiles: 35 Current yield-tile occupants: 126 Final row-event chain: 292|126 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2012\nPrecedence substitutions made: 8\nDependency chains followed: 1655\nBlocked by waiting-row occupant: 1655\nSubstituted events started: 9\nOccupied-space rejections: 1697\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 27 | standardDataset=342/353 (96.88%) | finalTwoRowRiskDispersionDataset=342/353 (96.88%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=5 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=LINKED_ROW_EVENT_CHAIN | finalTwoRowRiskDispersionFamily=LINKED_ROW_EVENT_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 43 EXTREME-OCCUPANCY HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 09:35:53 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 28 Scenario seed: -8970582673838479181 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.74% Aisle-assignment balance: 97.02% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2350 Passengers seated: 216/235 Average waiting ticks: 413.67 Longest waiting passenger: P182->10F(LEFT) Longest waiting ticks: 2330 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 20 Cluster candidates evaluated: 38 Executable cluster candidates: 0 Rejected cluster candidates: 38 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 17 Selected release potential total: 0 Last cluster decision: LEFT:tiles13-30:occupied=17:anchor=P6:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 2199 Regions dissolved: 2 Repeated reconstructions avoided: 2199 Largest region lifetime: 2174 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: TRACK:R1:age=2174:localMembers=17 Confirmation deferral ticks: 3 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 102 State changes reopening evaluation: 18 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1580 Maximum occupied tiles: 23 Seat events: 95 Single-blocker events: 27 Multiple-blocker events: 6 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1753 Maximum occupied tiles: 12 Seat events: 121 Single-blocker events: 28 Multiple-blocker events: 11 Temporary aisle reoccupations: 52 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1877 Reservations granted: 1877 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 2 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 15 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 26482 Longest unresolved passenger ID: 153 Longest unresolved row: 30 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 16 Longest dependency chain: P144(22E/LEFT) -> P227(20B/LEFT) -> P228(19E/LEFT) -> P80(25A/LEFT) -> P77(24B/LEFT) -> P76(28B/LEFT) -> P103(27D/LEFT) -> P167(27C/LEFT) -> P148(29F/LEFT) -> P9(23B/LEFT) -> P136(25C/LEFT) -> P63(26A/LEFT) -> P55(26F/LEFT) -> P2(30B/LEFT) -> P105(30D/LEFT) -> P6(28E/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 144 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 15 Total blocked ticks: 39025 Total stationary ticks: 126482 Seat-event requests: 2061 Failed seat-event starts: 1845 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 6 Critical blocker identity: P6->28E(LEFT) Direct fan-out: 1 Total indirect descendants: 15 Critical tree size including blocker: 16 Critical tree depth: 16 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 19 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P6(28E/LEFT/WAITING_FOR_SEAT_EVENT) P105(30D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P2(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P55(26F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P63(26A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P136(25C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P9(23B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P148(29F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P167(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P103(27D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P76(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P77(24B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P80(25A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P228(19E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P227(20B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P144(22E/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1845 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 29|30 Critical blocker unavailable yield tiles: 29|30 Critical blocker yield-tile occupants: 60|153 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1845 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 1317 Simultaneous arbitration losses: 2 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 2 Trace length: 1 Yield-occupant trace: yieldOccupant[60]: P60(29A/LEFT/WAITING_AT_ROW@tile29) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[153]: P153(30F/LEFT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P153->30F(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: false Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P60{seat=29A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=29,directBlocker=-1,lastMoveTick=103,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} || P153{seat=30F,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=99,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 29|30 Current unavailable yield tiles: 29|30 Current yield-tile occupants: 60|153 Final row-event chain: 6|60 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 4 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2063\nPrecedence substitutions made: 1\nDependency chains followed: 196\nBlocked by waiting-row occupant: 318\nSubstituted events started: 3\nOccupied-space rejections: 3923\nMaximum scheduling-chain depth: 3\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 43 EXTREME-OCCUPANCY HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 09:35:53 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 28 Scenario seed: -8970582673838479181 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.74% Aisle-assignment balance: 97.02% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2350 Passengers seated: 216/235 Average waiting ticks: 413.66 Longest waiting passenger: P182->10F(LEFT) Longest waiting ticks: 2330 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 20 Cluster candidates evaluated: 38 Executable cluster candidates: 0 Rejected cluster candidates: 38 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 17 Selected release potential total: 0 Last cluster decision: LEFT:tiles13-30:occupied=17:anchor=P6:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 2199 Regions dissolved: 2 Repeated reconstructions avoided: 2199 Largest region lifetime: 2174 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: TRACK:R1:age=2174:localMembers=17 Confirmation deferral ticks: 3 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 102 State changes reopening evaluation: 18 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1580 Maximum occupied tiles: 23 Seat events: 95 Single-blocker events: 27 Multiple-blocker events: 6 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1753 Maximum occupied tiles: 12 Seat events: 121 Single-blocker events: 28 Multiple-blocker events: 11 Temporary aisle reoccupations: 52 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1877 Reservations granted: 1877 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 2 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 15 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 26477 Longest unresolved passenger ID: 153 Longest unresolved row: 30 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 16 Longest dependency chain: P144(22E/LEFT) -> P227(20B/LEFT) -> P228(19E/LEFT) -> P80(25A/LEFT) -> P77(24B/LEFT) -> P76(28B/LEFT) -> P103(27D/LEFT) -> P167(27C/LEFT) -> P148(29F/LEFT) -> P9(23B/LEFT) -> P136(25C/LEFT) -> P63(26A/LEFT) -> P55(26F/LEFT) -> P2(30B/LEFT) -> P105(30D/LEFT) -> P6(28E/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 144 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 15 Total blocked ticks: 39032 Total stationary ticks: 126484 Seat-event requests: 2061 Failed seat-event starts: 1845 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 6 Critical blocker identity: P6->28E(LEFT) Direct fan-out: 1 Total indirect descendants: 15 Critical tree size including blocker: 16 Critical tree depth: 16 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 19 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P6(28E/LEFT/WAITING_FOR_SEAT_EVENT) P105(30D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P2(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P55(26F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P63(26A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P136(25C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P9(23B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P148(29F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P167(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P103(27D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P76(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P77(24B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P80(25A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P228(19E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P227(20B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P144(22E/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1845 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 29|30 Critical blocker unavailable yield tiles: 29|30 Critical blocker yield-tile occupants: 60|153 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1845 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 1319 Simultaneous arbitration losses: 2 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 2 Trace length: 1 Yield-occupant trace: yieldOccupant[60]: P60(29A/LEFT/WAITING_AT_ROW@tile29) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[153]: P153(30F/LEFT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P153->30F(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: false Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P60{seat=29A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=29,directBlocker=-1,lastMoveTick=103,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} || P153{seat=30F,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=99,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 29|30 Current unavailable yield tiles: 29|30 Current yield-tile occupants: 60|153 Final row-event chain: 6|60 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 4 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2063\nPrecedence substitutions made: 1\nDependency chains followed: 196\nBlocked by waiting-row occupant: 318\nSubstituted events started: 3\nOccupied-space rejections: 3923\nMaximum scheduling-chain depth: 3\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 28 | standardDataset=216/235 (91.91%) | finalTwoRowRiskDispersionDataset=216/235 (91.91%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL | finalTwoRowRiskDispersionFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 43 EXTREME-OCCUPANCY HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 09:35:53 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 29 Scenario seed: 4864444880977790924 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1020 Passengers seated: 282/282 Average waiting ticks: 465.05 Longest waiting passenger: P148->23C(LEFT) Longest waiting ticks: 966 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2210 Maximum occupied tiles: 11 Seat events: 144 Single-blocker events: 33 Multiple-blocker events: 19 Temporary aisle reoccupations: 71 RIGHT AISLE ----------- Total moves: 2200 Maximum occupied tiles: 11 Seat events: 138 Single-blocker events: 40 Multiple-blocker events: 12 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 100 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5486 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6602 Total stationary ticks: 135635 Seat-event requests: 294 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 615 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 615 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 43 EXTREME-OCCUPANCY HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 09:35:53 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 29 Scenario seed: 4864444880977790924 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1021 Passengers seated: 282/282 Average waiting ticks: 465.01 Longest waiting passenger: P148->23C(LEFT) Longest waiting ticks: 969 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2210 Maximum occupied tiles: 11 Seat events: 144 Single-blocker events: 33 Multiple-blocker events: 19 Temporary aisle reoccupations: 71 RIGHT AISLE ----------- Total moves: 2200 Maximum occupied tiles: 11 Seat events: 138 Single-blocker events: 40 Multiple-blocker events: 12 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 100 Reservations granted: 99 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5495 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6593 Total stationary ticks: 135625 Seat-event requests: 294 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 604 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 604 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 29 | standardDataset=282/282 (100.00%) | finalTwoRowRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 43 EXTREME-OCCUPANCY HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 09:35:53 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 30 Scenario seed: 2093724541076077643 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 26.91% Blocker-prone seat share (topology component): 60.62% Aisle-assignment balance: 95.75% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2728 Passengers seated: 344/353 Average waiting ticks: 615.95 Longest waiting passenger: P159->2D(RIGHT) Longest waiting ticks: 2726 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 22 Regions dissolved: 1 Repeated reconstructions avoided: 22 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=23 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2908 Maximum occupied tiles: 15 Seat events: 169 Single-blocker events: 55 Multiple-blocker events: 25 Temporary aisle reoccupations: 111 RIGHT AISLE ----------- Total moves: 3180 Maximum occupied tiles: 14 Seat events: 175 Single-blocker events: 60 Multiple-blocker events: 16 Temporary aisle reoccupations: 94 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1642 Reservations granted: 1638 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 6 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 10047 Longest unresolved passenger ID: 331 Longest unresolved row: 36 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P87(19H/RIGHT) -> P200(6H/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 87 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 22713 Total stationary ticks: 228315 Seat-event requests: 1851 Failed seat-event starts: 1507 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 159 Critical blocker identity: P159->2D(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 6 Terminal WAITING_FOR_SEAT_EVENT nodes: 6 Unresolved internal passengers: 9 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 7 Critical blocker tree: P159(2D/RIGHT/WAITING_FOR_SEAT_EVENT) P277(35I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1507 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 3|4|5 Critical blocker unavailable yield tiles: 5 Critical blocker yield-tile occupants: 87 Waiting-row passengers with zero blockers: 5 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1507 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 929 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[87]: P87(19H/RIGHT/MOVING_IN_AISLE@tile5) -> P200(6H/RIGHT/WAITING_AT_ROW@tile6) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P200->6H(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P87{seat=19H,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=5,directBlocker=200,lastMoveTick=1237,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 3|4|5 Current unavailable yield tiles: 5 Current yield-tile occupants: 87 Final row-event chain: 159|87|200 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1855\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 10\nOccupied-space rejections: 1512\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 43 EXTREME-OCCUPANCY HOLDOUT REPLICATION II ============================================================ Date/Time: 2026-07-17 09:35:53 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 30 Scenario seed: 2093724541076077643 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 26.91% Blocker-prone seat share (topology component): 60.62% Aisle-assignment balance: 95.75% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2728 Passengers seated: 344/353 Average waiting ticks: 615.96 Longest waiting passenger: P159->2D(RIGHT) Longest waiting ticks: 2726 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 22 Regions dissolved: 1 Repeated reconstructions avoided: 22 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=23 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2908 Maximum occupied tiles: 15 Seat events: 169 Single-blocker events: 55 Multiple-blocker events: 25 Temporary aisle reoccupations: 111 RIGHT AISLE ----------- Total moves: 3180 Maximum occupied tiles: 14 Seat events: 175 Single-blocker events: 60 Multiple-blocker events: 16 Temporary aisle reoccupations: 94 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1642 Reservations granted: 1638 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 6 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 10051 Longest unresolved passenger ID: 331 Longest unresolved row: 36 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P87(19H/RIGHT) -> P200(6H/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 87 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 22715 Total stationary ticks: 228315 Seat-event requests: 1851 Failed seat-event starts: 1507 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 159 Critical blocker identity: P159->2D(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 6 Terminal WAITING_FOR_SEAT_EVENT nodes: 6 Unresolved internal passengers: 9 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 7 Critical blocker tree: P159(2D/RIGHT/WAITING_FOR_SEAT_EVENT) P277(35I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1507 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 3|4|5 Critical blocker unavailable yield tiles: 5 Critical blocker yield-tile occupants: 87 Waiting-row passengers with zero blockers: 5 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1507 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 933 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[87]: P87(19H/RIGHT/MOVING_IN_AISLE@tile5) -> P200(6H/RIGHT/WAITING_AT_ROW@tile6) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P200->6H(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P87{seat=19H,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=5,directBlocker=200,lastMoveTick=1237,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 3|4|5 Current unavailable yield tiles: 5 Current yield-tile occupants: 87 Final row-event chain: 159|87|200 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1855\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 10\nOccupied-space rejections: 1512\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 30 | standardDataset=344/353 (97.45%) | finalTwoRowRiskDispersionDataset=344/353 (97.45%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=MOVING_PASSENGER_YIELD_CHAIN | finalTwoRowRiskDispersionFamily=MOVING_PASSENGER_YIELD_CHAIN ************************************************************ BATCH EXPERIMENT SUMMARY RESEARCH EXPERIMENT 43 EXTREME-OCCUPANCY HOLDOUT REPLICATION II ************************************************************ Experiment seed: 8783790101901 Scenarios executed: 60 Successful completions: 36 Incomplete/MAX_TICKS: 24 Average completed ticks: 1651.92 Average waiting ticks: 508.95 ************************************************************ ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 44 REGRESSION REPRODUCIBILITY REPLAY ============================================================ Date/Time: 2026-07-17 09:46:37 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 1 Scenario seed: 8112011161113440395 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.05% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 96.88% OUTCOME ------- Status: SUCCESS Completed ticks: 1292 Passengers seated: 353/353 Average waiting ticks: 590.48 Longest waiting passenger: P299->23A(LEFT) Longest waiting ticks: 1237 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 7 Regions dissolved: 1 Repeated reconstructions avoided: 7 Largest region lifetime: 8 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=8 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3097 Maximum occupied tiles: 13 Seat events: 182 Single-blocker events: 42 Multiple-blocker events: 35 Temporary aisle reoccupations: 121 RIGHT AISLE ----------- Total moves: 3057 Maximum occupied tiles: 15 Seat events: 171 Single-blocker events: 49 Multiple-blocker events: 24 Temporary aisle reoccupations: 103 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 153 Reservations granted: 153 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7682 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9191 Total stationary ticks: 214827 Seat-event requests: 372 Failed seat-event starts: 19 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 805 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 19 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 805 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 372\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 19\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 44 REGRESSION REPRODUCIBILITY REPLAY ============================================================ Date/Time: 2026-07-17 09:46:37 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 1 Scenario seed: 8112011161113440395 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 28.05% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 96.88% OUTCOME ------- Status: SUCCESS Completed ticks: 1292 Passengers seated: 353/353 Average waiting ticks: 590.48 Longest waiting passenger: P299->23A(LEFT) Longest waiting ticks: 1237 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 7 Regions dissolved: 1 Repeated reconstructions avoided: 7 Largest region lifetime: 8 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=8 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3097 Maximum occupied tiles: 13 Seat events: 182 Single-blocker events: 42 Multiple-blocker events: 35 Temporary aisle reoccupations: 121 RIGHT AISLE ----------- Total moves: 3057 Maximum occupied tiles: 15 Seat events: 171 Single-blocker events: 49 Multiple-blocker events: 24 Temporary aisle reoccupations: 103 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 153 Reservations granted: 153 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7682 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9191 Total stationary ticks: 214827 Seat-event requests: 372 Failed seat-event starts: 19 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 805 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 19 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 805 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 372\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 19\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 01 | standardDataset=353/353 (100.00%) | finalTwoRowRiskDispersionDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 44 REGRESSION REPRODUCIBILITY REPLAY ============================================================ Date/Time: 2026-07-17 09:46:38 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 2 Scenario seed: -6056132809683641225 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.05% Blocker-prone seat share (topology component): 60.34% Aisle-assignment balance: 98.58% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2714 Passengers seated: 302/353 Average waiting ticks: 663.88 Longest waiting passenger: P8->19A(LEFT) Longest waiting ticks: 2714 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 6 Clusters detected: 6 Activations without intervention: 51 Cluster candidates evaluated: 147 Executable cluster candidates: 3 Rejected cluster candidates: 144 Cluster selections: 3 Cluster-selected events started: 3 Largest detected cluster: 35 Selected release potential total: 10 Last cluster decision: RIGHT:region=R6:result=LOWER_HIERARCHICAL_PRIORITY_DEFERRED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 6 Region updates: 3897 Regions dissolved: 4 Repeated reconstructions avoided: 3897 Largest region lifetime: 2258 Maximum simultaneous active regions: 2 Regions active at termination: 2 Last lifecycle event: UPDATE:R6:age=1589:occupied=6 Confirmation deferral ticks: 10 Regions reaching confirmation: 5 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1845 State changes reopening evaluation: 46 Region priority competitions: 1544 Regions ranked: 3088 Hierarchical selections: 1544 Lower-priority evaluations deferred: 1536 Highest selected priority score: 38610 Left/right priority wins: 1543/1 Priority ties: 0 Last priority decision: LEFT:R3:score=38610 | RIGHT:R6:score=6710 | selected=LEFT LEFT AISLE ---------- Total moves: 2635 Maximum occupied tiles: 35 Seat events: 134 Single-blocker events: 36 Multiple-blocker events: 17 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 3034 Maximum occupied tiles: 13 Seat events: 168 Single-blocker events: 46 Multiple-blocker events: 22 Temporary aisle reoccupations: 93 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1948 Reservations granted: 1945 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 10 Remaining moving in aisle: 33 Remaining waiting at row: 8 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 59262 Longest unresolved passenger ID: 8 Longest unresolved row: 19 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 20 Longest dependency chain: P238(31G/LEFT) -> P44(16F/LEFT) -> P222(22G/LEFT) -> P286(35C/LEFT) -> P26(31C/LEFT) -> P303(16C/LEFT) -> P251(29B/LEFT) -> P300(33B/LEFT) -> P316(24D/LEFT) -> P128(26G/LEFT) -> P89(30B/LEFT) -> P329(27B/LEFT) -> P138(26F/LEFT) -> P273(36F/LEFT) -> P0(33E/LEFT) -> P16(32F/LEFT) -> P323(29C/LEFT) -> P219(32B/LEFT) -> P9(30C/LEFT) -> P253(29F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 238 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 33 Total blocked ticks: 81508 Total stationary ticks: 298512 Seat-event requests: 3774 Failed seat-event starts: 3472 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 253 Critical blocker identity: P253->29F(LEFT) Direct fan-out: 1 Total indirect descendants: 19 Critical tree size including blocker: 20 Critical tree depth: 20 Frozen internal components: 8 Terminal WAITING_FOR_SEAT_EVENT nodes: 8 Unresolved internal passengers: 41 Unresolved outside passengers: 10 Unresolved internal passengers outside critical tree: 21 Critical blocker tree: P253(29F/LEFT/WAITING_FOR_SEAT_EVENT) P9(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P219(32B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P323(29C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P16(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P0(33E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P273(36F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P138(26F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P329(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P89(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P128(26G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P316(24D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P300(33B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P251(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P303(16C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P26(31C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P286(35C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P222(22G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P44(16F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P238(31G/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 3472 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 1 Critical blocker required yield tiles: 30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 104 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 3 Waiting-row passengers with multiple blockers: 3 Yield-tile occupied failures: 3472 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 1635 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 3 Yield-occupant trace: yieldOccupant[104]: P104(32A/LEFT/MOVING_IN_AISLE@tile30) -> P335(33C/LEFT/MOVING_IN_AISLE@tile31) -> P264(32G/LEFT/WAITING_AT_ROW@tile32) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P264->32G(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: P104{seat=32A,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=335,lastMoveTick=794,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 30|31 Current yield-tile occupants: 104|335 Final row-event chain: 253|104|335|264 Final row-event chain length: 4 Distinct row events in chain: 4 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 8 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3774\nPrecedence substitutions made: 4\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 5122\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 44 REGRESSION REPRODUCIBILITY REPLAY ============================================================ Date/Time: 2026-07-17 09:46:38 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 2 Scenario seed: -6056132809683641225 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 28.05% Blocker-prone seat share (topology component): 60.34% Aisle-assignment balance: 98.58% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2772 Passengers seated: 347/353 Average waiting ticks: 605.73 Longest waiting passenger: P277->32J(RIGHT) Longest waiting ticks: 2709 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 6 Clusters detected: 6 Activations without intervention: 14 Cluster candidates evaluated: 20 Executable cluster candidates: 4 Rejected cluster candidates: 16 Cluster selections: 4 Cluster-selected events started: 4 Largest detected cluster: 6 Selected release potential total: 13 Last cluster decision: RIGHT:region=R6:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 6 Region updates: 1719 Regions dissolved: 5 Repeated reconstructions avoided: 1719 Largest region lifetime: 1648 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R6:age=1648:occupied=6 Confirmation deferral ticks: 10 Regions reaching confirmation: 5 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1587 State changes reopening evaluation: 9 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3113 Maximum occupied tiles: 14 Seat events: 179 Single-blocker events: 56 Multiple-blocker events: 26 Temporary aisle reoccupations: 114 RIGHT AISLE ----------- Total moves: 3034 Maximum occupied tiles: 13 Seat events: 168 Single-blocker events: 46 Multiple-blocker events: 22 Temporary aisle reoccupations: 95 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 165 Reservations granted: 161 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7605 Longest unresolved passenger ID: 165 Longest unresolved row: 34 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P221(31J/RIGHT) -> P40(32E/RIGHT) -> P277(32J/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 221 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 19166 Total stationary ticks: 225106 Seat-event requests: 1988 Failed seat-event starts: 1641 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 277 Critical blocker identity: P277->32J(RIGHT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 6 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P277(32J/RIGHT/WAITING_FOR_SEAT_EVENT) P40(32E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P221(31J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1641 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 33|34 Critical blocker unavailable yield tiles: 33|34 Critical blocker yield-tile occupants: 165|4 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1641 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 1022 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 2 Trace length: 2 Yield-occupant trace: yieldOccupant[165]: P165(34H/RIGHT/MOVING_IN_AISLE@tile33) -> P4(34D/RIGHT/WAITING_AT_ROW@tile34) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[4]: P4(34D/RIGHT/WAITING_AT_ROW@tile34) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P4->34D(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P165{seat=34H,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=33,directBlocker=4,lastMoveTick=1113,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P4{seat=34D,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=34,directBlocker=-1,lastMoveTick=1112,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 33|34 Current unavailable yield tiles: 33|34 Current yield-tile occupants: 165|4 Final row-event chain: 277|165|4 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1988\nPrecedence substitutions made: 4\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 8\nOccupied-space rejections: 3262\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 02 | standardDataset=302/353 (85.55%) | finalTwoRowRiskDispersionDataset=347/353 (98.30%) | seatedDelta=+45 | completionDelta=+12.75% | outsideDelta=-10 | clustersDetected=6 | clusterSelections=4 | clusterStarts=4 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | finalTwoRowRiskDispersionFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 44 REGRESSION REPRODUCIBILITY REPLAY ============================================================ Date/Time: 2026-07-17 09:46:38 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 3 Scenario seed: -4467270878143136996 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 849 Passengers seated: 235/235 Average waiting ticks: 385.05 Longest waiting passenger: P3->11B(LEFT) Longest waiting ticks: 810 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: LEFT:region=R4:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 46 Regions dissolved: 4 Repeated reconstructions avoided: 46 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=8 Confirmation deferral ticks: 5 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1735 Maximum occupied tiles: 13 Seat events: 121 Single-blocker events: 22 Multiple-blocker events: 18 Temporary aisle reoccupations: 63 RIGHT AISLE ----------- Total moves: 1663 Maximum occupied tiles: 12 Seat events: 114 Single-blocker events: 29 Multiple-blocker events: 9 Temporary aisle reoccupations: 50 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 137 Reservations granted: 137 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4582 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5648 Total stationary ticks: 94370 Seat-event requests: 258 Failed seat-event starts: 23 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 495 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 23 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 495 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 257\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 44 REGRESSION REPRODUCIBILITY REPLAY ============================================================ Date/Time: 2026-07-17 09:46:38 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 3 Scenario seed: -4467270878143136996 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 849 Passengers seated: 235/235 Average waiting ticks: 385.03 Longest waiting passenger: P3->11B(LEFT) Longest waiting ticks: 810 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: LEFT:region=R4:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 46 Regions dissolved: 4 Repeated reconstructions avoided: 46 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=8 Confirmation deferral ticks: 5 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1735 Maximum occupied tiles: 13 Seat events: 121 Single-blocker events: 22 Multiple-blocker events: 18 Temporary aisle reoccupations: 63 RIGHT AISLE ----------- Total moves: 1663 Maximum occupied tiles: 12 Seat events: 114 Single-blocker events: 29 Multiple-blocker events: 9 Temporary aisle reoccupations: 50 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 137 Reservations granted: 137 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4587 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5647 Total stationary ticks: 94369 Seat-event requests: 258 Failed seat-event starts: 23 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 491 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 23 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 491 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 257\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 03 | standardDataset=235/235 (100.00%) | finalTwoRowRiskDispersionDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=4 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 44 REGRESSION REPRODUCIBILITY REPLAY ============================================================ Date/Time: 2026-07-17 09:46:38 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 4 Scenario seed: -9218435481530688141 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 98.02% OUTCOME ------- Status: SUCCESS Completed ticks: 1292 Passengers seated: 353/353 Average waiting ticks: 588.57 Longest waiting passenger: P280->34H(RIGHT) Longest waiting ticks: 1227 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 67 Regions dissolved: 3 Repeated reconstructions avoided: 67 Largest region lifetime: 37 Maximum simultaneous active regions: 2 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=37 Confirmation deferral ticks: 3 Regions reaching confirmation: 0 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2840 Maximum occupied tiles: 12 Seat events: 173 Single-blocker events: 46 Multiple-blocker events: 25 Temporary aisle reoccupations: 100 RIGHT AISLE ----------- Total moves: 3282 Maximum occupied tiles: 15 Seat events: 180 Single-blocker events: 51 Multiple-blocker events: 27 Temporary aisle reoccupations: 113 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 151 Reservations granted: 151 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7488 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9368 Total stationary ticks: 214158 Seat-event requests: 368 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 965 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 965 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 368\nPrecedence substitutions made: 9\nDependency chains followed: 9\nBlocked by waiting-row occupant: 9\nSubstituted events started: 10\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 44 REGRESSION REPRODUCIBILITY REPLAY ============================================================ Date/Time: 2026-07-17 09:46:38 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 4 Scenario seed: -9218435481530688141 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 98.02% OUTCOME ------- Status: SUCCESS Completed ticks: 1292 Passengers seated: 353/353 Average waiting ticks: 588.30 Longest waiting passenger: P280->34H(RIGHT) Longest waiting ticks: 1227 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 67 Regions dissolved: 3 Repeated reconstructions avoided: 67 Largest region lifetime: 37 Maximum simultaneous active regions: 2 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=37 Confirmation deferral ticks: 3 Regions reaching confirmation: 0 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2840 Maximum occupied tiles: 12 Seat events: 173 Single-blocker events: 46 Multiple-blocker events: 25 Temporary aisle reoccupations: 100 RIGHT AISLE ----------- Total moves: 3282 Maximum occupied tiles: 14 Seat events: 180 Single-blocker events: 51 Multiple-blocker events: 27 Temporary aisle reoccupations: 113 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 151 Reservations granted: 151 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7542 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9377 Total stationary ticks: 214076 Seat-event requests: 368 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 960 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 960 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 368\nPrecedence substitutions made: 9\nDependency chains followed: 9\nBlocked by waiting-row occupant: 9\nSubstituted events started: 10\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 04 | standardDataset=353/353 (100.00%) | finalTwoRowRiskDispersionDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 44 REGRESSION REPRODUCIBILITY REPLAY ============================================================ Date/Time: 2026-07-17 09:46:38 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 5 Scenario seed: 18174656633749288 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 67.38% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2512 Passengers seated: 279/282 Average waiting ticks: 476.50 Longest waiting passenger: P97->29F(LEFT) Longest waiting ticks: 2454 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 0 Rejected cluster candidates: 1 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1577 Regions dissolved: 0 Repeated reconstructions avoided: 1577 Largest region lifetime: 1578 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1578:occupied=3 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1565 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2126 Maximum occupied tiles: 13 Seat events: 135 Single-blocker events: 34 Multiple-blocker events: 17 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 2204 Maximum occupied tiles: 12 Seat events: 144 Single-blocker events: 44 Multiple-blocker events: 14 Temporary aisle reoccupations: 72 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1669 Reservations granted: 1663 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5611 Longest unresolved passenger ID: 6 Longest unresolved row: 31 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P6(31D/LEFT) -> P60(31A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 6 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 11807 Total stationary ticks: 140764 Seat-event requests: 1859 Failed seat-event starts: 1580 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 60 Critical blocker identity: P60->31A(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P60(31A/LEFT/WAITING_FOR_SEAT_EVENT) P6(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1574 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 2 Critical blocker required yield tiles: 32|33 Critical blocker unavailable yield tiles: 33 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1574 Rear-boundary failures: 6 Middle-bank reservation failures: 6 Active-event deferrals: 732 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 32|33 Current unavailable yield tiles: 33 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1865\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 6\nOccupied-space rejections: 1578\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 44 REGRESSION REPRODUCIBILITY REPLAY ============================================================ Date/Time: 2026-07-17 09:46:38 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 5 Scenario seed: 18174656633749288 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 67.38% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2512 Passengers seated: 279/282 Average waiting ticks: 476.53 Longest waiting passenger: P97->29F(LEFT) Longest waiting ticks: 2454 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 0 Rejected cluster candidates: 1 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1577 Regions dissolved: 0 Repeated reconstructions avoided: 1577 Largest region lifetime: 1578 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1578:occupied=3 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1565 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2126 Maximum occupied tiles: 13 Seat events: 135 Single-blocker events: 34 Multiple-blocker events: 17 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 2204 Maximum occupied tiles: 12 Seat events: 144 Single-blocker events: 44 Multiple-blocker events: 14 Temporary aisle reoccupations: 72 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1669 Reservations granted: 1663 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5601 Longest unresolved passenger ID: 6 Longest unresolved row: 31 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P6(31D/LEFT) -> P60(31A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 6 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 11794 Total stationary ticks: 140761 Seat-event requests: 1859 Failed seat-event starts: 1580 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 60 Critical blocker identity: P60->31A(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P60(31A/LEFT/WAITING_FOR_SEAT_EVENT) P6(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1574 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 2 Critical blocker required yield tiles: 32|33 Critical blocker unavailable yield tiles: 33 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1574 Rear-boundary failures: 6 Middle-bank reservation failures: 6 Active-event deferrals: 731 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 32|33 Current unavailable yield tiles: 33 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1865\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 6\nOccupied-space rejections: 1578\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 05 | standardDataset=279/282 (98.94%) | finalTwoRowRiskDispersionDataset=279/282 (98.94%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=REAR_BOUNDARY_LOCK | finalTwoRowRiskDispersionFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 44 REGRESSION REPRODUCIBILITY REPLAY ============================================================ Date/Time: 2026-07-17 09:46:38 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 6 Scenario seed: 531314812887669783 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 850 Passengers seated: 235/235 Average waiting ticks: 385.31 Longest waiting passenger: P27->24H(RIGHT) Longest waiting ticks: 799 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1658 Maximum occupied tiles: 11 Seat events: 116 Single-blocker events: 33 Multiple-blocker events: 7 Temporary aisle reoccupations: 50 RIGHT AISLE ----------- Total moves: 1741 Maximum occupied tiles: 13 Seat events: 119 Single-blocker events: 28 Multiple-blocker events: 15 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 136 Reservations granted: 128 Reservations denied/waited: 8 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4347 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5457 Total stationary ticks: 94158 Seat-event requests: 246 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 561 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 8 Active-event deferrals: 561 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 254\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 44 REGRESSION REPRODUCIBILITY REPLAY ============================================================ Date/Time: 2026-07-17 09:46:38 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 6 Scenario seed: 531314812887669783 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 850 Passengers seated: 235/235 Average waiting ticks: 385.31 Longest waiting passenger: P27->24H(RIGHT) Longest waiting ticks: 799 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1658 Maximum occupied tiles: 11 Seat events: 116 Single-blocker events: 33 Multiple-blocker events: 7 Temporary aisle reoccupations: 50 RIGHT AISLE ----------- Total moves: 1741 Maximum occupied tiles: 13 Seat events: 119 Single-blocker events: 28 Multiple-blocker events: 15 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 136 Reservations granted: 128 Reservations denied/waited: 8 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4347 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5457 Total stationary ticks: 94158 Seat-event requests: 246 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 561 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 8 Active-event deferrals: 561 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 254\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 06 | standardDataset=235/235 (100.00%) | finalTwoRowRiskDispersionDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 44 REGRESSION REPRODUCIBILITY REPLAY ============================================================ Date/Time: 2026-07-17 09:46:38 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 7 Scenario seed: -6701040943463011102 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 59.49% Aisle-assignment balance: 99.72% OUTCOME ------- Status: SUCCESS Completed ticks: 1240 Passengers seated: 353/353 Average waiting ticks: 582.62 Longest waiting passenger: P329->5A(LEFT) Longest waiting ticks: 1189 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 4 Selected release potential total: 6 Last cluster decision: RIGHT:tiles18-20:occupied=3:anchor=P114:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 48 Regions dissolved: 3 Repeated reconstructions avoided: 48 Largest region lifetime: 29 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=11 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3105 Maximum occupied tiles: 14 Seat events: 177 Single-blocker events: 48 Multiple-blocker events: 31 Temporary aisle reoccupations: 112 RIGHT AISLE ----------- Total moves: 3073 Maximum occupied tiles: 13 Seat events: 176 Single-blocker events: 53 Multiple-blocker events: 17 Temporary aisle reoccupations: 92 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 158 Reservations granted: 154 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7810 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9782 Total stationary ticks: 212501 Seat-event requests: 377 Failed seat-event starts: 24 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 941 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 23 Rear-boundary failures: 1 Middle-bank reservation failures: 4 Active-event deferrals: 941 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 379\nPrecedence substitutions made: 2\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 32\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 44 REGRESSION REPRODUCIBILITY REPLAY ============================================================ Date/Time: 2026-07-17 09:46:38 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 7 Scenario seed: -6701040943463011102 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 59.49% Aisle-assignment balance: 99.72% OUTCOME ------- Status: SUCCESS Completed ticks: 1240 Passengers seated: 353/353 Average waiting ticks: 582.61 Longest waiting passenger: P329->5A(LEFT) Longest waiting ticks: 1189 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 4 Selected release potential total: 6 Last cluster decision: RIGHT:tiles18-20:occupied=3:anchor=P114:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 48 Regions dissolved: 3 Repeated reconstructions avoided: 48 Largest region lifetime: 29 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=11 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3105 Maximum occupied tiles: 14 Seat events: 177 Single-blocker events: 48 Multiple-blocker events: 31 Temporary aisle reoccupations: 112 RIGHT AISLE ----------- Total moves: 3073 Maximum occupied tiles: 13 Seat events: 176 Single-blocker events: 53 Multiple-blocker events: 17 Temporary aisle reoccupations: 92 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 158 Reservations granted: 154 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7825 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9791 Total stationary ticks: 212505 Seat-event requests: 376 Failed seat-event starts: 23 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 943 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 23 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 943 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 378\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 07 | standardDataset=353/353 (100.00%) | finalTwoRowRiskDispersionDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=2 | clusterStarts=3 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 44 REGRESSION REPRODUCIBILITY REPLAY ============================================================ Date/Time: 2026-07-17 09:46:38 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 8 Scenario seed: 3811266483724439093 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 98.58% OUTCOME ------- Status: SUCCESS Completed ticks: 1013 Passengers seated: 282/282 Average waiting ticks: 461.68 Longest waiting passenger: P131->10B(LEFT) Longest waiting ticks: 957 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 4 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 6 Selected release potential total: 7 Last cluster decision: LEFT:tiles22-25:occupied=3:anchor=P257:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 57 Regions dissolved: 2 Repeated reconstructions avoided: 57 Largest region lifetime: 49 Maximum simultaneous active regions: 2 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=49 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2211 Maximum occupied tiles: 13 Seat events: 143 Single-blocker events: 41 Multiple-blocker events: 18 Temporary aisle reoccupations: 77 RIGHT AISLE ----------- Total moves: 2150 Maximum occupied tiles: 13 Seat events: 139 Single-blocker events: 37 Multiple-blocker events: 13 Temporary aisle reoccupations: 63 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 95 Reservations granted: 95 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5599 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7192 Total stationary ticks: 134990 Seat-event requests: 300 Failed seat-event starts: 18 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 818 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 18 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 818 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 44 REGRESSION REPRODUCIBILITY REPLAY ============================================================ Date/Time: 2026-07-17 09:46:38 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 8 Scenario seed: 3811266483724439093 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 98.58% OUTCOME ------- Status: SUCCESS Completed ticks: 1013 Passengers seated: 282/282 Average waiting ticks: 461.77 Longest waiting passenger: P131->10B(LEFT) Longest waiting ticks: 957 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 3 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 6 Selected release potential total: 4 Last cluster decision: LEFT:tiles1-8:occupied=6:anchor=P129:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 43 Regions dissolved: 1 Repeated reconstructions avoided: 43 Largest region lifetime: 44 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=44 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2211 Maximum occupied tiles: 13 Seat events: 143 Single-blocker events: 41 Multiple-blocker events: 18 Temporary aisle reoccupations: 77 RIGHT AISLE ----------- Total moves: 2150 Maximum occupied tiles: 13 Seat events: 139 Single-blocker events: 37 Multiple-blocker events: 13 Temporary aisle reoccupations: 63 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 95 Reservations granted: 95 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5589 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7168 Total stationary ticks: 134981 Seat-event requests: 295 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 836 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 836 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 294\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 08 | standardDataset=282/282 (100.00%) | finalTwoRowRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 44 REGRESSION REPRODUCIBILITY REPLAY ============================================================ Date/Time: 2026-07-17 09:46:38 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 9 Scenario seed: -3814949503416810644 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 88.51% OUTCOME ------- Status: SUCCESS Completed ticks: 920 Passengers seated: 235/235 Average waiting ticks: 387.24 Longest waiting passenger: P132->17C(LEFT) Longest waiting ticks: 882 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 7 Regions dissolved: 1 Repeated reconstructions avoided: 7 Largest region lifetime: 8 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=8 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1955 Maximum occupied tiles: 12 Seat events: 131 Single-blocker events: 35 Multiple-blocker events: 19 Temporary aisle reoccupations: 75 RIGHT AISLE ----------- Total moves: 1429 Maximum occupied tiles: 13 Seat events: 104 Single-blocker events: 27 Multiple-blocker events: 7 Temporary aisle reoccupations: 43 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 125 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4542 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5649 Total stationary ticks: 94882 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 502 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 502 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 44 REGRESSION REPRODUCIBILITY REPLAY ============================================================ Date/Time: 2026-07-17 09:46:38 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 9 Scenario seed: -3814949503416810644 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 88.51% OUTCOME ------- Status: SUCCESS Completed ticks: 920 Passengers seated: 235/235 Average waiting ticks: 387.29 Longest waiting passenger: P132->17C(LEFT) Longest waiting ticks: 882 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1955 Maximum occupied tiles: 12 Seat events: 131 Single-blocker events: 35 Multiple-blocker events: 19 Temporary aisle reoccupations: 75 RIGHT AISLE ----------- Total moves: 1429 Maximum occupied tiles: 13 Seat events: 104 Single-blocker events: 27 Multiple-blocker events: 7 Temporary aisle reoccupations: 43 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 125 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4542 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5628 Total stationary ticks: 94876 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 499 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 499 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 09 | standardDataset=235/235 (100.00%) | finalTwoRowRiskDispersionDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 44 REGRESSION REPRODUCIBILITY REPLAY ============================================================ Date/Time: 2026-07-17 09:46:38 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 10 Scenario seed: 139157955229496041 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.16% OUTCOME ------- Status: SUCCESS Completed ticks: 1007 Passengers seated: 282/282 Average waiting ticks: 461.02 Longest waiting passenger: P176->9H(RIGHT) Longest waiting ticks: 961 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2150 Maximum occupied tiles: 12 Seat events: 137 Single-blocker events: 47 Multiple-blocker events: 9 Temporary aisle reoccupations: 65 RIGHT AISLE ----------- Total moves: 2221 Maximum occupied tiles: 14 Seat events: 145 Single-blocker events: 39 Multiple-blocker events: 13 Temporary aisle reoccupations: 65 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 98 Reservations granted: 98 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5774 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7193 Total stationary ticks: 134982 Seat-event requests: 288 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 717 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 717 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 288\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 44 REGRESSION REPRODUCIBILITY REPLAY ============================================================ Date/Time: 2026-07-17 09:46:38 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 10 Scenario seed: 139157955229496041 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.16% OUTCOME ------- Status: SUCCESS Completed ticks: 1007 Passengers seated: 282/282 Average waiting ticks: 461.05 Longest waiting passenger: P176->9H(RIGHT) Longest waiting ticks: 961 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 3 Regions dissolved: 1 Repeated reconstructions avoided: 3 Largest region lifetime: 4 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=4 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2150 Maximum occupied tiles: 12 Seat events: 137 Single-blocker events: 47 Multiple-blocker events: 9 Temporary aisle reoccupations: 65 RIGHT AISLE ----------- Total moves: 2221 Maximum occupied tiles: 14 Seat events: 145 Single-blocker events: 39 Multiple-blocker events: 13 Temporary aisle reoccupations: 65 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 98 Reservations granted: 98 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5769 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7214 Total stationary ticks: 134988 Seat-event requests: 289 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 731 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 731 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 289\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 6\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 10 | standardDataset=282/282 (100.00%) | finalTwoRowRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 44 REGRESSION REPRODUCIBILITY REPLAY ============================================================ Date/Time: 2026-07-17 09:46:38 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 11 Scenario seed: 7426425998591461158 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 98.58% OUTCOME ------- Status: SUCCESS Completed ticks: 1038 Passengers seated: 282/282 Average waiting ticks: 476.24 Longest waiting passenger: P52->30I(RIGHT) Longest waiting ticks: 975 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2266 Maximum occupied tiles: 12 Seat events: 139 Single-blocker events: 35 Multiple-blocker events: 14 Temporary aisle reoccupations: 63 RIGHT AISLE ----------- Total moves: 2145 Maximum occupied tiles: 11 Seat events: 143 Single-blocker events: 45 Multiple-blocker events: 13 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 106 Reservations granted: 97 Reservations denied/waited: 9 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5223 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6329 Total stationary ticks: 138530 Seat-event requests: 288 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 591 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 9 Active-event deferrals: 591 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 44 REGRESSION REPRODUCIBILITY REPLAY ============================================================ Date/Time: 2026-07-17 09:46:38 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 11 Scenario seed: 7426425998591461158 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 98.58% OUTCOME ------- Status: SUCCESS Completed ticks: 1038 Passengers seated: 282/282 Average waiting ticks: 475.94 Longest waiting passenger: P52->30I(RIGHT) Longest waiting ticks: 975 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2266 Maximum occupied tiles: 12 Seat events: 139 Single-blocker events: 35 Multiple-blocker events: 14 Temporary aisle reoccupations: 63 RIGHT AISLE ----------- Total moves: 2145 Maximum occupied tiles: 11 Seat events: 143 Single-blocker events: 45 Multiple-blocker events: 13 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 107 Reservations granted: 97 Reservations denied/waited: 10 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5300 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6395 Total stationary ticks: 138513 Seat-event requests: 288 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 590 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 10 Active-event deferrals: 590 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 11 | standardDataset=282/282 (100.00%) | finalTwoRowRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 44 REGRESSION REPRODUCIBILITY REPLAY ============================================================ Date/Time: 2026-07-17 09:46:38 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 12 Scenario seed: -8295871527466017660 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1048 Passengers seated: 282/282 Average waiting ticks: 462.85 Longest waiting passenger: P112->16G(RIGHT) Longest waiting ticks: 986 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1973 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 34 Multiple-blocker events: 12 Temporary aisle reoccupations: 58 RIGHT AISLE ----------- Total moves: 2397 Maximum occupied tiles: 13 Seat events: 148 Single-blocker events: 38 Multiple-blocker events: 22 Temporary aisle reoccupations: 82 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 100 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5834 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7362 Total stationary ticks: 135618 Seat-event requests: 296 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 719 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 719 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 44 REGRESSION REPRODUCIBILITY REPLAY ============================================================ Date/Time: 2026-07-17 09:46:38 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 12 Scenario seed: -8295871527466017660 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1048 Passengers seated: 282/282 Average waiting ticks: 462.75 Longest waiting passenger: P112->16G(RIGHT) Longest waiting ticks: 986 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1973 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 33 Multiple-blocker events: 13 Temporary aisle reoccupations: 59 RIGHT AISLE ----------- Total moves: 2397 Maximum occupied tiles: 13 Seat events: 148 Single-blocker events: 37 Multiple-blocker events: 22 Temporary aisle reoccupations: 81 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 103 Reservations granted: 100 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5884 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7386 Total stationary ticks: 135627 Seat-event requests: 296 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 709 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 709 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 299\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 12 | standardDataset=282/282 (100.00%) | finalTwoRowRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 44 REGRESSION REPRODUCIBILITY REPLAY ============================================================ Date/Time: 2026-07-17 09:46:38 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 13 Scenario seed: -8055353810995374288 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 93.62% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2323 Passengers seated: 224/235 Average waiting ticks: 409.51 Longest waiting passenger: P1->20F(LEFT) Longest waiting ticks: 2289 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 8 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 8 Selected release potential total: 0 Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1529 Regions dissolved: 2 Repeated reconstructions avoided: 1529 Largest region lifetime: 1491 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1491:occupied=8 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1481 State changes reopening evaluation: 7 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1819 Maximum occupied tiles: 12 Seat events: 114 Single-blocker events: 31 Multiple-blocker events: 11 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 1515 Maximum occupied tiles: 13 Seat events: 110 Single-blocker events: 29 Multiple-blocker events: 9 Temporary aisle reoccupations: 50 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1619 Reservations granted: 1619 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 9 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 13720 Longest unresolved passenger ID: 229 Longest unresolved row: 29 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 8 Longest dependency chain: P83(30C/LEFT) -> P160(27E/LEFT) -> P192(23B/LEFT) -> P0(18C/LEFT) -> P87(20B/LEFT) -> P125(27B/LEFT) -> P165(28D/LEFT) -> P1(20F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 83 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 9 Total blocked ticks: 21330 Total stationary ticks: 112907 Seat-event requests: 1731 Failed seat-event starts: 1507 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 1 Critical blocker identity: P1->20F(LEFT) Direct fan-out: 1 Total indirect descendants: 7 Critical tree size including blocker: 8 Critical tree depth: 8 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 11 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P1(20F/LEFT/WAITING_FOR_SEAT_EVENT) P165(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P125(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P87(20B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P0(18C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P192(23B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P160(27E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P83(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1507 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 21|22|23 Critical blocker unavailable yield tiles: 23 Critical blocker yield-tile occupants: 166 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1507 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 476 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 3 Yield-occupant trace: yieldOccupant[166]: P166(30E/LEFT/MOVING_IN_AISLE@tile23) -> P229(29C/LEFT/MOVING_IN_AISLE@tile24) -> P103(25C/LEFT/WAITING_AT_ROW@tile25) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P103->25C(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P166{seat=30E,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=23,directBlocker=229,lastMoveTick=816,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 21|22|23 Current unavailable yield tiles: 23 Current yield-tile occupants: 166 Final row-event chain: 1|166|229|103 Final row-event chain length: 4 Distinct row events in chain: 4 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1731\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 5\nOccupied-space rejections: 1511\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 44 REGRESSION REPRODUCIBILITY REPLAY ============================================================ Date/Time: 2026-07-17 09:46:38 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 13 Scenario seed: -8055353810995374288 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 93.62% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2323 Passengers seated: 224/235 Average waiting ticks: 409.60 Longest waiting passenger: P1->20F(LEFT) Longest waiting ticks: 2289 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 8 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 8 Selected release potential total: 0 Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1529 Regions dissolved: 2 Repeated reconstructions avoided: 1529 Largest region lifetime: 1491 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1491:occupied=8 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1481 State changes reopening evaluation: 7 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1819 Maximum occupied tiles: 12 Seat events: 114 Single-blocker events: 31 Multiple-blocker events: 11 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 1515 Maximum occupied tiles: 13 Seat events: 110 Single-blocker events: 29 Multiple-blocker events: 9 Temporary aisle reoccupations: 50 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1619 Reservations granted: 1619 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 9 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 13711 Longest unresolved passenger ID: 229 Longest unresolved row: 29 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 8 Longest dependency chain: P83(30C/LEFT) -> P160(27E/LEFT) -> P192(23B/LEFT) -> P0(18C/LEFT) -> P87(20B/LEFT) -> P125(27B/LEFT) -> P165(28D/LEFT) -> P1(20F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 83 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 9 Total blocked ticks: 21335 Total stationary ticks: 112908 Seat-event requests: 1731 Failed seat-event starts: 1507 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 1 Critical blocker identity: P1->20F(LEFT) Direct fan-out: 1 Total indirect descendants: 7 Critical tree size including blocker: 8 Critical tree depth: 8 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 11 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P1(20F/LEFT/WAITING_FOR_SEAT_EVENT) P165(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P125(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P87(20B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P0(18C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P192(23B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P160(27E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P83(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1507 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 21|22|23 Critical blocker unavailable yield tiles: 23 Critical blocker yield-tile occupants: 166 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1507 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 497 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 3 Yield-occupant trace: yieldOccupant[166]: P166(30E/LEFT/MOVING_IN_AISLE@tile23) -> P229(29C/LEFT/MOVING_IN_AISLE@tile24) -> P103(25C/LEFT/WAITING_AT_ROW@tile25) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P103->25C(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P166{seat=30E,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=23,directBlocker=229,lastMoveTick=823,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 21|22|23 Current unavailable yield tiles: 23 Current yield-tile occupants: 166 Final row-event chain: 1|166|229|103 Final row-event chain length: 4 Distinct row events in chain: 4 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1731\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 5\nOccupied-space rejections: 1511\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 13 | standardDataset=224/235 (95.32%) | finalTwoRowRiskDispersionDataset=224/235 (95.32%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=MOVING_PASSENGER_YIELD_CHAIN | finalTwoRowRiskDispersionFamily=MOVING_PASSENGER_YIELD_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 44 REGRESSION REPRODUCIBILITY REPLAY ============================================================ Date/Time: 2026-07-17 09:46:38 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 14 Scenario seed: -457221805872256975 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 99.15% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2754 Passengers seated: 350/353 Average waiting ticks: 592.43 Longest waiting passenger: P342->34J(RIGHT) Longest waiting ticks: 2674 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 4 Cluster candidates evaluated: 5 Executable cluster candidates: 2 Rejected cluster candidates: 3 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 4 Selected release potential total: 5 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1576 Regions dissolved: 2 Repeated reconstructions avoided: 1576 Largest region lifetime: 1549 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1549:occupied=3 Confirmation deferral ticks: 6 Regions reaching confirmation: 3 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1539 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3091 Maximum occupied tiles: 13 Seat events: 178 Single-blocker events: 53 Multiple-blocker events: 20 Temporary aisle reoccupations: 97 RIGHT AISLE ----------- Total moves: 3066 Maximum occupied tiles: 14 Seat events: 172 Single-blocker events: 47 Multiple-blocker events: 21 Temporary aisle reoccupations: 89 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 155 Reservations granted: 152 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7560 Longest unresolved passenger ID: 32 Longest unresolved row: 34 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P32(34D/RIGHT) -> P342(34J/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 32 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 14220 Total stationary ticks: 217253 Seat-event requests: 1935 Failed seat-event starts: 1585 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 342 Critical blocker identity: P342->34J(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P342(34J/RIGHT/WAITING_FOR_SEAT_EVENT) P32(34D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1585 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 35|36 Critical blocker unavailable yield tiles: 36 Critical blocker yield-tile occupants: 54 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1585 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 991 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[54]: P54(36E/RIGHT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P54->36E(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P54{seat=36E,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=1164,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 35|36 Current unavailable yield tiles: 36 Current yield-tile occupants: 54 Final row-event chain: 342|54 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1936\nPrecedence substitutions made: 3\nDependency chains followed: 1563\nBlocked by waiting-row occupant: 1563\nSubstituted events started: 7\nOccupied-space rejections: 1589\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 44 REGRESSION REPRODUCIBILITY REPLAY ============================================================ Date/Time: 2026-07-17 09:46:38 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 14 Scenario seed: -457221805872256975 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 99.15% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2754 Passengers seated: 348/353 Average waiting ticks: 588.02 Longest waiting passenger: P208->36I(RIGHT) Longest waiting ticks: 2688 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 5 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 5 Selected release potential total: 5 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1636 Regions dissolved: 2 Repeated reconstructions avoided: 1636 Largest region lifetime: 1609 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1609:occupied=5 Confirmation deferral ticks: 5 Regions reaching confirmation: 3 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1569 State changes reopening evaluation: 3 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3091 Maximum occupied tiles: 13 Seat events: 178 Single-blocker events: 53 Multiple-blocker events: 20 Temporary aisle reoccupations: 97 RIGHT AISLE ----------- Total moves: 3061 Maximum occupied tiles: 13 Seat events: 170 Single-blocker events: 46 Multiple-blocker events: 20 Temporary aisle reoccupations: 86 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 155 Reservations granted: 152 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 4 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7410 Longest unresolved passenger ID: 283 Longest unresolved row: 36 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 5 Longest dependency chain: P32(34D/RIGHT) -> P342(34J/RIGHT) -> P54(36E/RIGHT) -> P283(36J/RIGHT) -> P208(36I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 32 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 4 Total blocked ticks: 17344 Total stationary ticks: 220392 Seat-event requests: 1956 Failed seat-event starts: 1608 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 208 Critical blocker identity: P208->36I(RIGHT) Direct fan-out: 1 Total indirect descendants: 4 Critical tree size including blocker: 5 Critical tree depth: 5 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P208(36I/RIGHT/WAITING_FOR_SEAT_EVENT) P283(36J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P54(36E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P342(34J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P32(34D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1583 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 1 Critical blocker required yield tiles: 37 Critical blocker unavailable yield tiles: 37 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 25 Rear-boundary failures: 1583 Middle-bank reservation failures: 3 Active-event deferrals: 975 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 1 Current required yield tiles: 37 Current unavailable yield tiles: 37 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1957\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 7\nOccupied-space rejections: 29\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 14 | standardDataset=350/353 (99.15%) | finalTwoRowRiskDispersionDataset=348/353 (98.58%) | seatedDelta=-2 | completionDelta=-0.57% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=2 | clusterStarts=3 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=true | standardFamily=LINKED_ROW_EVENT_CHAIN | finalTwoRowRiskDispersionFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 44 REGRESSION REPRODUCIBILITY REPLAY ============================================================ Date/Time: 2026-07-17 09:46:38 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 15 Scenario seed: 4062907901791905793 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 997 Passengers seated: 282/282 Average waiting ticks: 460.21 Longest waiting passenger: P9->22G(RIGHT) Longest waiting ticks: 933 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 3 Cluster candidates evaluated: 3 Executable cluster candidates: 2 Rejected cluster candidates: 1 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 7 Selected release potential total: 10 Last cluster decision: RIGHT:tiles11-17:occupied=5:anchor=P65:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 50 Regions dissolved: 1 Repeated reconstructions avoided: 50 Largest region lifetime: 51 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=51 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2233 Maximum occupied tiles: 11 Seat events: 140 Single-blocker events: 35 Multiple-blocker events: 12 Temporary aisle reoccupations: 59 RIGHT AISLE ----------- Total moves: 2129 Maximum occupied tiles: 13 Seat events: 142 Single-blocker events: 44 Multiple-blocker events: 18 Temporary aisle reoccupations: 80 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 93 Reservations granted: 93 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5878 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7413 Total stationary ticks: 134982 Seat-event requests: 294 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 679 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 679 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 6\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 44 REGRESSION REPRODUCIBILITY REPLAY ============================================================ Date/Time: 2026-07-17 09:46:38 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 15 Scenario seed: 4062907901791905793 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 997 Passengers seated: 282/282 Average waiting ticks: 460.20 Longest waiting passenger: P9->22G(RIGHT) Longest waiting ticks: 933 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 3 Cluster candidates evaluated: 3 Executable cluster candidates: 2 Rejected cluster candidates: 1 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 7 Selected release potential total: 10 Last cluster decision: RIGHT:tiles11-17:occupied=5:anchor=P65:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 50 Regions dissolved: 1 Repeated reconstructions avoided: 50 Largest region lifetime: 51 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=51 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2233 Maximum occupied tiles: 11 Seat events: 140 Single-blocker events: 35 Multiple-blocker events: 12 Temporary aisle reoccupations: 59 RIGHT AISLE ----------- Total moves: 2129 Maximum occupied tiles: 13 Seat events: 142 Single-blocker events: 44 Multiple-blocker events: 18 Temporary aisle reoccupations: 80 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 93 Reservations granted: 93 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5878 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7406 Total stationary ticks: 134980 Seat-event requests: 294 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 673 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 673 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 6\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 15 | standardDataset=282/282 (100.00%) | finalTwoRowRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 44 REGRESSION REPRODUCIBILITY REPLAY ============================================================ Date/Time: 2026-07-17 09:46:38 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 16 Scenario seed: -8950795278425470047 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 93.62% OUTCOME ------- Status: SUCCESS Completed ticks: 871 Passengers seated: 235/235 Average waiting ticks: 383.03 Longest waiting passenger: P128->5B(LEFT) Longest waiting ticks: 818 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1858 Maximum occupied tiles: 11 Seat events: 125 Single-blocker events: 33 Multiple-blocker events: 11 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1550 Maximum occupied tiles: 11 Seat events: 110 Single-blocker events: 25 Multiple-blocker events: 11 Temporary aisle reoccupations: 48 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 129 Reservations granted: 127 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4307 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5477 Total stationary ticks: 93689 Seat-event requests: 245 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 551 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 551 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 247\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 44 REGRESSION REPRODUCIBILITY REPLAY ============================================================ Date/Time: 2026-07-17 09:46:38 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 16 Scenario seed: -8950795278425470047 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 93.62% OUTCOME ------- Status: SUCCESS Completed ticks: 871 Passengers seated: 235/235 Average waiting ticks: 383.03 Longest waiting passenger: P128->5B(LEFT) Longest waiting ticks: 818 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1858 Maximum occupied tiles: 11 Seat events: 125 Single-blocker events: 33 Multiple-blocker events: 11 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1550 Maximum occupied tiles: 11 Seat events: 110 Single-blocker events: 25 Multiple-blocker events: 11 Temporary aisle reoccupations: 48 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 129 Reservations granted: 127 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4307 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5477 Total stationary ticks: 93689 Seat-event requests: 245 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 551 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 551 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 247\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 16 | standardDataset=235/235 (100.00%) | finalTwoRowRiskDispersionDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 44 REGRESSION REPRODUCIBILITY REPLAY ============================================================ Date/Time: 2026-07-17 09:46:38 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 17 Scenario seed: -5993034706659066824 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 97.16% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2462 Passengers seated: 272/282 Average waiting ticks: 465.14 Longest waiting passenger: P226->32I(RIGHT) Longest waiting ticks: 2400 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 5 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 10 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1708 Regions dissolved: 0 Repeated reconstructions avoided: 1708 Largest region lifetime: 1709 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1709:occupied=10 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1558 State changes reopening evaluation: 4 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2175 Maximum occupied tiles: 12 Seat events: 137 Single-blocker events: 42 Multiple-blocker events: 15 Temporary aisle reoccupations: 72 RIGHT AISLE ----------- Total moves: 2181 Maximum occupied tiles: 18 Seat events: 135 Single-blocker events: 40 Multiple-blocker events: 13 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 97 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 9 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 14808 Longest unresolved passenger ID: 121 Longest unresolved row: 32 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 10 Longest dependency chain: P207(29G/RIGHT) -> P59(26E/RIGHT) -> P117(32E/RIGHT) -> P149(31I/RIGHT) -> P78(31E/RIGHT) -> P187(29I/RIGHT) -> P154(30H/RIGHT) -> P172(31G/RIGHT) -> P121(32H/RIGHT) -> P226(32I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 207 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 9 Total blocked ticks: 22820 Total stationary ticks: 150192 Seat-event requests: 1851 Failed seat-event starts: 1579 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 226 Critical blocker identity: P226->32I(RIGHT) Direct fan-out: 1 Total indirect descendants: 9 Critical tree size including blocker: 10 Critical tree depth: 10 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 10 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P226(32I/RIGHT/WAITING_FOR_SEAT_EVENT) P121(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P172(31G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P154(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P187(29I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P78(31E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P149(31I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P117(32E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P59(26E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P207(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1567 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 1 Critical blocker required yield tiles: 33 Critical blocker unavailable yield tiles: 33 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 1567 Middle-bank reservation failures: 4 Active-event deferrals: 721 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 1 Current required yield tiles: 33 Current unavailable yield tiles: 33 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1855\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 44 REGRESSION REPRODUCIBILITY REPLAY ============================================================ Date/Time: 2026-07-17 09:46:38 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 17 Scenario seed: -5993034706659066824 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 97.16% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2462 Passengers seated: 272/282 Average waiting ticks: 465.23 Longest waiting passenger: P226->32I(RIGHT) Longest waiting ticks: 2397 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 5 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 10 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1708 Regions dissolved: 0 Repeated reconstructions avoided: 1708 Largest region lifetime: 1709 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1709:occupied=10 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1558 State changes reopening evaluation: 4 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2175 Maximum occupied tiles: 12 Seat events: 137 Single-blocker events: 42 Multiple-blocker events: 15 Temporary aisle reoccupations: 72 RIGHT AISLE ----------- Total moves: 2181 Maximum occupied tiles: 18 Seat events: 135 Single-blocker events: 40 Multiple-blocker events: 13 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 97 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 9 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 14804 Longest unresolved passenger ID: 121 Longest unresolved row: 32 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 10 Longest dependency chain: P207(29G/RIGHT) -> P59(26E/RIGHT) -> P117(32E/RIGHT) -> P149(31I/RIGHT) -> P78(31E/RIGHT) -> P187(29I/RIGHT) -> P154(30H/RIGHT) -> P172(31G/RIGHT) -> P121(32H/RIGHT) -> P226(32I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 207 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 9 Total blocked ticks: 22805 Total stationary ticks: 150187 Seat-event requests: 1851 Failed seat-event starts: 1579 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 226 Critical blocker identity: P226->32I(RIGHT) Direct fan-out: 1 Total indirect descendants: 9 Critical tree size including blocker: 10 Critical tree depth: 10 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 10 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P226(32I/RIGHT/WAITING_FOR_SEAT_EVENT) P121(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P172(31G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P154(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P187(29I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P78(31E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P149(31I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P117(32E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P59(26E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P207(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1567 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 1 Critical blocker required yield tiles: 33 Critical blocker unavailable yield tiles: 33 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 1567 Middle-bank reservation failures: 4 Active-event deferrals: 733 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 1 Current required yield tiles: 33 Current unavailable yield tiles: 33 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1855\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 17 | standardDataset=272/282 (96.45%) | finalTwoRowRiskDispersionDataset=272/282 (96.45%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=REAR_BOUNDARY_LOCK | finalTwoRowRiskDispersionFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 44 REGRESSION REPRODUCIBILITY REPLAY ============================================================ Date/Time: 2026-07-17 09:46:38 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 18 Scenario seed: 8947593190842218294 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 997 Passengers seated: 282/282 Average waiting ticks: 464.79 Longest waiting passenger: P235->25A(LEFT) Longest waiting ticks: 951 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2262 Maximum occupied tiles: 11 Seat events: 142 Single-blocker events: 33 Multiple-blocker events: 18 Temporary aisle reoccupations: 69 RIGHT AISLE ----------- Total moves: 2126 Maximum occupied tiles: 15 Seat events: 140 Single-blocker events: 41 Multiple-blocker events: 17 Temporary aisle reoccupations: 75 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 96 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5604 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6957 Total stationary ticks: 135735 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 725 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 725 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 44 REGRESSION REPRODUCIBILITY REPLAY ============================================================ Date/Time: 2026-07-17 09:46:38 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 18 Scenario seed: 8947593190842218294 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 997 Passengers seated: 282/282 Average waiting ticks: 464.83 Longest waiting passenger: P235->25A(LEFT) Longest waiting ticks: 951 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2262 Maximum occupied tiles: 11 Seat events: 142 Single-blocker events: 33 Multiple-blocker events: 18 Temporary aisle reoccupations: 69 RIGHT AISLE ----------- Total moves: 2126 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 41 Multiple-blocker events: 17 Temporary aisle reoccupations: 75 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 96 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5595 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6886 Total stationary ticks: 135714 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 694 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 694 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 18 | standardDataset=282/282 (100.00%) | finalTwoRowRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 44 REGRESSION REPRODUCIBILITY REPLAY ============================================================ Date/Time: 2026-07-17 09:46:38 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 19 Scenario seed: -3071790934870179305 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 75.74% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 833 Passengers seated: 235/235 Average waiting ticks: 380.66 Longest waiting passenger: P185->4H(RIGHT) Longest waiting ticks: 773 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 6 Last cluster decision: RIGHT:tiles9-12:occupied=3:anchor=P225:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 37 Regions dissolved: 3 Repeated reconstructions avoided: 37 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=13 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1680 Maximum occupied tiles: 12 Seat events: 116 Single-blocker events: 38 Multiple-blocker events: 7 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 1742 Maximum occupied tiles: 13 Seat events: 119 Single-blocker events: 26 Multiple-blocker events: 13 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 130 Reservations granted: 130 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4682 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5910 Total stationary ticks: 93445 Seat-event requests: 252 Failed seat-event starts: 17 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 626 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 17 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 626 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 7\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 44 REGRESSION REPRODUCIBILITY REPLAY ============================================================ Date/Time: 2026-07-17 09:46:38 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 19 Scenario seed: -3071790934870179305 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 75.74% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 833 Passengers seated: 235/235 Average waiting ticks: 380.66 Longest waiting passenger: P185->4H(RIGHT) Longest waiting ticks: 773 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 6 Last cluster decision: RIGHT:tiles9-12:occupied=3:anchor=P225:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 37 Regions dissolved: 3 Repeated reconstructions avoided: 37 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=13 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1680 Maximum occupied tiles: 12 Seat events: 116 Single-blocker events: 38 Multiple-blocker events: 7 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 1742 Maximum occupied tiles: 13 Seat events: 119 Single-blocker events: 26 Multiple-blocker events: 13 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 130 Reservations granted: 130 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4682 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5910 Total stationary ticks: 93445 Seat-event requests: 252 Failed seat-event starts: 17 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 626 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 17 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 626 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 7\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 19 | standardDataset=235/235 (100.00%) | finalTwoRowRiskDispersionDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 44 REGRESSION REPRODUCIBILITY REPLAY ============================================================ Date/Time: 2026-07-17 09:46:39 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 20 Scenario seed: -4277139289941249147 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.50% Blocker-prone seat share (topology component): 67.38% Aisle-assignment balance: 96.45% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2523 Passengers seated: 276/282 Average waiting ticks: 495.66 Longest waiting passenger: P93->28I(RIGHT) Longest waiting ticks: 2480 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 4 Cluster candidates evaluated: 4 Executable cluster candidates: 0 Rejected cluster candidates: 4 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 5 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1611 Regions dissolved: 0 Repeated reconstructions avoided: 1611 Largest region lifetime: 1612 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1612:occupied=5 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1536 State changes reopening evaluation: 3 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2124 Maximum occupied tiles: 12 Seat events: 136 Single-blocker events: 45 Multiple-blocker events: 16 Temporary aisle reoccupations: 77 RIGHT AISLE ----------- Total moves: 2229 Maximum occupied tiles: 14 Seat events: 140 Single-blocker events: 56 Multiple-blocker events: 8 Temporary aisle reoccupations: 72 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 96 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 5671 Longest unresolved passenger ID: 91 Longest unresolved row: 32 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P275(32F/RIGHT) -> P246(32G/RIGHT) -> P218(30F/RIGHT) -> P93(28I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 275 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 15939 Total stationary ticks: 148649 Seat-event requests: 1851 Failed seat-event starts: 1575 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 93 Critical blocker identity: P93->28I(RIGHT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 6 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P93(28I/RIGHT/WAITING_FOR_SEAT_EVENT) P218(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P246(32G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P275(32F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1575 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 29|30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 249 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1575 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 820 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[249]: P249(30I/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P249->30I(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P249{seat=30I,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=815,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 29|30 Current unavailable yield tiles: 30 Current yield-tile occupants: 249 Final row-event chain: 93|249 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1851\nPrecedence substitutions made: 1\nDependency chains followed: 1568\nBlocked by waiting-row occupant: 3115\nSubstituted events started: 1\nOccupied-space rejections: 6237\nMaximum scheduling-chain depth: 3\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 44 REGRESSION REPRODUCIBILITY REPLAY ============================================================ Date/Time: 2026-07-17 09:46:39 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 20 Scenario seed: -4277139289941249147 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.50% Blocker-prone seat share (topology component): 67.38% Aisle-assignment balance: 96.45% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2523 Passengers seated: 276/282 Average waiting ticks: 495.65 Longest waiting passenger: P93->28I(RIGHT) Longest waiting ticks: 2480 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 4 Cluster candidates evaluated: 4 Executable cluster candidates: 0 Rejected cluster candidates: 4 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 5 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1611 Regions dissolved: 0 Repeated reconstructions avoided: 1611 Largest region lifetime: 1612 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1612:occupied=5 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1536 State changes reopening evaluation: 3 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2124 Maximum occupied tiles: 12 Seat events: 136 Single-blocker events: 45 Multiple-blocker events: 16 Temporary aisle reoccupations: 77 RIGHT AISLE ----------- Total moves: 2229 Maximum occupied tiles: 14 Seat events: 140 Single-blocker events: 56 Multiple-blocker events: 8 Temporary aisle reoccupations: 72 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 96 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 5678 Longest unresolved passenger ID: 91 Longest unresolved row: 32 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P275(32F/RIGHT) -> P246(32G/RIGHT) -> P218(30F/RIGHT) -> P93(28I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 275 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 15956 Total stationary ticks: 148656 Seat-event requests: 1851 Failed seat-event starts: 1575 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 93 Critical blocker identity: P93->28I(RIGHT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 6 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P93(28I/RIGHT/WAITING_FOR_SEAT_EVENT) P218(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P246(32G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P275(32F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1575 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 29|30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 249 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1575 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 826 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[249]: P249(30I/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P249->30I(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P249{seat=30I,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=815,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 29|30 Current unavailable yield tiles: 30 Current yield-tile occupants: 249 Final row-event chain: 93|249 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1851\nPrecedence substitutions made: 1\nDependency chains followed: 1568\nBlocked by waiting-row occupant: 3115\nSubstituted events started: 1\nOccupied-space rejections: 6237\nMaximum scheduling-chain depth: 3\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 20 | standardDataset=276/282 (97.87%) | finalTwoRowRiskDispersionDataset=276/282 (97.87%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=LINKED_ROW_EVENT_CHAIN | finalTwoRowRiskDispersionFamily=LINKED_ROW_EVENT_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 44 REGRESSION REPRODUCIBILITY REPLAY ============================================================ Date/Time: 2026-07-17 09:46:39 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 21 Scenario seed: 2156042196335317824 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2509 Passengers seated: 280/282 Average waiting ticks: 465.41 Longest waiting passenger: P120->32F(LEFT) Longest waiting ticks: 2432 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 6 Selected release potential total: 5 Last cluster decision: RIGHT:tiles19-24:occupied=5:anchor=P160:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 26 Regions dissolved: 1 Repeated reconstructions avoided: 26 Largest region lifetime: 27 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=27 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2155 Maximum occupied tiles: 15 Seat events: 136 Single-blocker events: 40 Multiple-blocker events: 15 Temporary aisle reoccupations: 70 RIGHT AISLE ----------- Total moves: 2213 Maximum occupied tiles: 13 Seat events: 144 Single-blocker events: 31 Multiple-blocker events: 20 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1670 Reservations granted: 1670 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5604 Longest unresolved passenger ID: 44 Longest unresolved row: 32 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P44(32C/LEFT) -> P120(32F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 44 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 10298 Total stationary ticks: 137703 Seat-event requests: 1872 Failed seat-event starts: 1592 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 120 Critical blocker identity: P120->32F(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P120(32F/LEFT/WAITING_FOR_SEAT_EVENT) P44(32C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1573 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 33|34 Critical blocker unavailable yield tiles: 33|34 Critical blocker yield-tile occupants: -1|-1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 19 Rear-boundary failures: 1573 Middle-bank reservation failures: 0 Active-event deferrals: 729 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 33|34 Current unavailable yield tiles: 33|34 Current yield-tile occupants: -1|-1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1871\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 44 REGRESSION REPRODUCIBILITY REPLAY ============================================================ Date/Time: 2026-07-17 09:46:39 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 21 Scenario seed: 2156042196335317824 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2509 Passengers seated: 280/282 Average waiting ticks: 465.39 Longest waiting passenger: P120->32F(LEFT) Longest waiting ticks: 2432 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 6 Selected release potential total: 5 Last cluster decision: RIGHT:tiles19-24:occupied=5:anchor=P160:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 26 Regions dissolved: 1 Repeated reconstructions avoided: 26 Largest region lifetime: 27 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=27 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2155 Maximum occupied tiles: 15 Seat events: 136 Single-blocker events: 40 Multiple-blocker events: 15 Temporary aisle reoccupations: 70 RIGHT AISLE ----------- Total moves: 2213 Maximum occupied tiles: 13 Seat events: 144 Single-blocker events: 31 Multiple-blocker events: 20 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1670 Reservations granted: 1670 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5614 Longest unresolved passenger ID: 44 Longest unresolved row: 32 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P44(32C/LEFT) -> P120(32F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 44 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 10312 Total stationary ticks: 137707 Seat-event requests: 1872 Failed seat-event starts: 1592 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 120 Critical blocker identity: P120->32F(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P120(32F/LEFT/WAITING_FOR_SEAT_EVENT) P44(32C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1573 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 33|34 Critical blocker unavailable yield tiles: 33|34 Critical blocker yield-tile occupants: -1|-1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 19 Rear-boundary failures: 1573 Middle-bank reservation failures: 0 Active-event deferrals: 732 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 33|34 Current unavailable yield tiles: 33|34 Current yield-tile occupants: -1|-1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1871\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 0\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 21 | standardDataset=280/282 (99.29%) | finalTwoRowRiskDispersionDataset=280/282 (99.29%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=REAR_BOUNDARY_LOCK | finalTwoRowRiskDispersionFamily=REAR_BOUNDARY_LOCK ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 44 REGRESSION REPRODUCIBILITY REPLAY ============================================================ Date/Time: 2026-07-17 09:46:39 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 22 Scenario seed: -5766723168729519310 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 96.32% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2745 Passengers seated: 277/353 Average waiting ticks: 763.89 Longest waiting passenger: P6->14I(RIGHT) Longest waiting ticks: 2745 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 5 Clusters detected: 5 Activations without intervention: 36 Cluster candidates evaluated: 58 Executable cluster candidates: 0 Rejected cluster candidates: 58 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 36 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 5 Region updates: 4062 Regions dissolved: 3 Repeated reconstructions avoided: 4062 Largest region lifetime: 2370 Maximum simultaneous active regions: 3 Regions active at termination: 2 Last lifecycle event: UPDATE:R1:age=2370:occupied=36 Confirmation deferral ticks: 7 Regions reaching confirmation: 2 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 2084 State changes reopening evaluation: 34 Region priority competitions: 1569 Regions ranked: 3138 Hierarchical selections: 1569 Lower-priority evaluations deferred: 1546 Highest selected priority score: 39710 Left/right priority wins: 0/1569 Priority ties: 0 Last priority decision: LEFT:R4:score=7810 | RIGHT:R1:score=39710 | selected=RIGHT LEFT AISLE ---------- Total moves: 3174 Maximum occupied tiles: 16 Seat events: 176 Single-blocker events: 40 Multiple-blocker events: 22 Temporary aisle reoccupations: 88 RIGHT AISLE ----------- Total moves: 2127 Maximum occupied tiles: 36 Seat events: 101 Single-blocker events: 20 Multiple-blocker events: 10 Temporary aisle reoccupations: 42 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 2198 Reservations granted: 2198 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 33 Remaining moving in aisle: 37 Remaining waiting at row: 6 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 74808 Longest unresolved passenger ID: 6 Longest unresolved row: 14 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 25 Longest dependency chain: P311(16F/RIGHT) -> P292(5J/RIGHT) -> P309(25H/RIGHT) -> P68(35E/RIGHT) -> P318(34I/RIGHT) -> P105(17H/RIGHT) -> P203(32I/RIGHT) -> P103(27G/RIGHT) -> P152(36H/RIGHT) -> P125(31D/RIGHT) -> P308(20I/RIGHT) -> P143(29E/RIGHT) -> P100(14J/RIGHT) -> P211(15I/RIGHT) -> P259(30J/RIGHT) -> P135(28I/RIGHT) -> P42(21I/RIGHT) -> P181(32D/RIGHT) -> P139(25I/RIGHT) -> P194(28F/RIGHT) -> P55(32H/RIGHT) -> P243(28J/RIGHT) -> P296(28D/RIGHT) -> P217(30I/RIGHT) -> P140(25E/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 311 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 37 Total blocked ticks: 93355 Total stationary ticks: 349294 Seat-event requests: 3976 Failed seat-event starts: 3699 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 140 Critical blocker identity: P140->25E(RIGHT) Direct fan-out: 1 Total indirect descendants: 24 Critical tree size including blocker: 25 Critical tree depth: 25 Frozen internal components: 6 Terminal WAITING_FOR_SEAT_EVENT nodes: 6 Unresolved internal passengers: 43 Unresolved outside passengers: 33 Unresolved internal passengers outside critical tree: 18 Critical blocker tree: P140(25E/RIGHT/WAITING_FOR_SEAT_EVENT) P217(30I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P296(28D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P243(28J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P55(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P194(28F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P139(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P181(32D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P42(21I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P135(28I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P259(30J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P211(15I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P100(14J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P143(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P308(20I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P125(31D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P152(36H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P103(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P203(32I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P105(17H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P318(34I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P68(35E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P309(25H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P292(5J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P311(16F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 3649 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 26|27 Critical blocker unavailable yield tiles: 26|27 Critical blocker yield-tile occupants: 20|218 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 3 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 3649 Rear-boundary failures: 50 Middle-bank reservation failures: 0 Active-event deferrals: 1207 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 2 Trace length: 8 Yield-occupant trace: yieldOccupant[20]: P20(32F/RIGHT/MOVING_IN_AISLE@tile26) -> P218(36J/RIGHT/MOVING_IN_AISLE@tile27) -> P5(30H/RIGHT/MOVING_IN_AISLE@tile28) -> P33(31J/RIGHT/MOVING_IN_AISLE@tile29) -> P236(33D/RIGHT/MOVING_IN_AISLE@tile30) -> P238(34F/RIGHT/MOVING_IN_AISLE@tile31) -> P14(34H/RIGHT/MOVING_IN_AISLE@tile32) -> P214(33I/RIGHT/WAITING_AT_ROW@tile33) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[218]: P218(36J/RIGHT/MOVING_IN_AISLE@tile27) -> P5(30H/RIGHT/MOVING_IN_AISLE@tile28) -> P33(31J/RIGHT/MOVING_IN_AISLE@tile29) -> P236(33D/RIGHT/MOVING_IN_AISLE@tile30) -> P238(34F/RIGHT/MOVING_IN_AISLE@tile31) -> P14(34H/RIGHT/MOVING_IN_AISLE@tile32) -> P214(33I/RIGHT/WAITING_AT_ROW@tile33) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P214->33I(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P20{seat=32F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=26,directBlocker=218,lastMoveTick=657,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P218{seat=36J,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=27,directBlocker=5,lastMoveTick=649,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 26|27 Current unavailable yield tiles: 26|27 Current yield-tile occupants: 20|218 Final row-event chain: 140|20|218|5|33|236|238|14|214 Final row-event chain length: 9 Distinct row events in chain: 9 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 6 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3976\nPrecedence substitutions made: 2\nDependency chains followed: 41\nBlocked by waiting-row occupant: 41\nSubstituted events started: 2\nOccupied-space rejections: 3675\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 44 REGRESSION REPRODUCIBILITY REPLAY ============================================================ Date/Time: 2026-07-17 09:46:39 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 22 Scenario seed: -5766723168729519310 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 96.32% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2745 Passengers seated: 346/353 Average waiting ticks: 596.96 Longest waiting passenger: P147->35A(LEFT) Longest waiting ticks: 2680 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 7 Cluster candidates evaluated: 12 Executable cluster candidates: 0 Rejected cluster candidates: 12 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 7 Selected release potential total: 0 Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 1708 Regions dissolved: 3 Repeated reconstructions avoided: 1708 Largest region lifetime: 1648 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1648:occupied=7 Confirmation deferral ticks: 5 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 1540 State changes reopening evaluation: 6 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3174 Maximum occupied tiles: 15 Seat events: 176 Single-blocker events: 37 Multiple-blocker events: 26 Temporary aisle reoccupations: 94 RIGHT AISLE ----------- Total moves: 2997 Maximum occupied tiles: 15 Seat events: 170 Single-blocker events: 45 Multiple-blocker events: 29 Temporary aisle reoccupations: 107 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 148 Reservations granted: 148 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 4 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7949 Longest unresolved passenger ID: 23 Longest unresolved row: 35 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P196(34A/LEFT) -> P23(35B/LEFT) -> P147(35A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 196 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 4 Total blocked ticks: 20676 Total stationary ticks: 223824 Seat-event requests: 1918 Failed seat-event starts: 1572 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 3 Critical blocker identity: P3->32A(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 7 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 4 Critical blocker tree: P3(32A/LEFT/WAITING_FOR_SEAT_EVENT) P128(36E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P290(34B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1572 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 33|34 Critical blocker unavailable yield tiles: 33|34 Critical blocker yield-tile occupants: 196|23 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1572 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 974 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 2 Trace length: 3 Yield-occupant trace: yieldOccupant[196]: P196(34A/LEFT/MOVING_IN_AISLE@tile33) -> P23(35B/LEFT/MOVING_IN_AISLE@tile34) -> P147(35A/LEFT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[23]: P23(35B/LEFT/MOVING_IN_AISLE@tile34) -> P147(35A/LEFT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P147->35A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P196{seat=34A,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=33,directBlocker=23,lastMoveTick=1179,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P23{seat=35B,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=34,directBlocker=147,lastMoveTick=1093,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 33|34 Current unavailable yield tiles: 33|34 Current yield-tile occupants: 196|23 Final row-event chain: 3|196|23|147 Final row-event chain length: 4 Distinct row events in chain: 4 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1918\nPrecedence substitutions made: 2\nDependency chains followed: 42\nBlocked by waiting-row occupant: 42\nSubstituted events started: 3\nOccupied-space rejections: 1579\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 22 | standardDataset=277/353 (78.47%) | finalTwoRowRiskDispersionDataset=346/353 (98.02%) | seatedDelta=+69 | completionDelta=+19.55% | outsideDelta=-33 | clustersDetected=4 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | finalTwoRowRiskDispersionFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 44 REGRESSION REPRODUCIBILITY REPLAY ============================================================ Date/Time: 2026-07-17 09:46:39 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 23 Scenario seed: 3227199808506299833 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 999 Passengers seated: 282/282 Average waiting ticks: 461.28 Longest waiting passenger: P145->23F(RIGHT) Longest waiting ticks: 957 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 3 Selected release potential total: 4 Last cluster decision: LEFT:tiles14-16:occupied=3:anchor=P72:selected=P123:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 18 Regions dissolved: 2 Repeated reconstructions avoided: 18 Largest region lifetime: 11 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=11 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2167 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 34 Multiple-blocker events: 20 Temporary aisle reoccupations: 74 RIGHT AISLE ----------- Total moves: 2198 Maximum occupied tiles: 12 Seat events: 141 Single-blocker events: 30 Multiple-blocker events: 18 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 102 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5448 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6929 Total stationary ticks: 134708 Seat-event requests: 303 Failed seat-event starts: 21 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 742 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 21 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 742 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 26\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 44 REGRESSION REPRODUCIBILITY REPLAY ============================================================ Date/Time: 2026-07-17 09:46:39 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 23 Scenario seed: 3227199808506299833 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 999 Passengers seated: 282/282 Average waiting ticks: 461.19 Longest waiting passenger: P145->23F(RIGHT) Longest waiting ticks: 957 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 3 Selected release potential total: 4 Last cluster decision: LEFT:tiles14-16:occupied=3:anchor=P72:selected=P123:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 18 Regions dissolved: 2 Repeated reconstructions avoided: 18 Largest region lifetime: 11 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=11 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2167 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 34 Multiple-blocker events: 20 Temporary aisle reoccupations: 74 RIGHT AISLE ----------- Total moves: 2198 Maximum occupied tiles: 12 Seat events: 141 Single-blocker events: 30 Multiple-blocker events: 18 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 102 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5483 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6951 Total stationary ticks: 134715 Seat-event requests: 303 Failed seat-event starts: 21 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 733 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 21 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 733 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 26\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 23 | standardDataset=282/282 (100.00%) | finalTwoRowRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 44 REGRESSION REPRODUCIBILITY REPLAY ============================================================ Date/Time: 2026-07-17 09:46:39 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 24 Scenario seed: 8005147200778309228 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 98.58% OUTCOME ------- Status: SUCCESS Completed ticks: 1271 Passengers seated: 353/353 Average waiting ticks: 591.42 Longest waiting passenger: P62->26F(RIGHT) Longest waiting ticks: 1213 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 17 Regions dissolved: 1 Repeated reconstructions avoided: 17 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=18 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3014 Maximum occupied tiles: 13 Seat events: 174 Single-blocker events: 42 Multiple-blocker events: 21 Temporary aisle reoccupations: 86 RIGHT AISLE ----------- Total moves: 3120 Maximum occupied tiles: 15 Seat events: 179 Single-blocker events: 55 Multiple-blocker events: 24 Temporary aisle reoccupations: 106 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 148 Reservations granted: 148 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7411 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8961 Total stationary ticks: 214978 Seat-event requests: 366 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 822 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 822 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 366\nPrecedence substitutions made: 5\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 6\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 44 REGRESSION REPRODUCIBILITY REPLAY ============================================================ Date/Time: 2026-07-17 09:46:39 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 24 Scenario seed: 8005147200778309228 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 98.58% OUTCOME ------- Status: SUCCESS Completed ticks: 1271 Passengers seated: 353/353 Average waiting ticks: 591.42 Longest waiting passenger: P62->26F(RIGHT) Longest waiting ticks: 1213 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 17 Regions dissolved: 1 Repeated reconstructions avoided: 17 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=18 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3014 Maximum occupied tiles: 13 Seat events: 174 Single-blocker events: 42 Multiple-blocker events: 21 Temporary aisle reoccupations: 86 RIGHT AISLE ----------- Total moves: 3120 Maximum occupied tiles: 15 Seat events: 179 Single-blocker events: 55 Multiple-blocker events: 24 Temporary aisle reoccupations: 106 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 148 Reservations granted: 148 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7411 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8961 Total stationary ticks: 214978 Seat-event requests: 366 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 822 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 822 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 366\nPrecedence substitutions made: 5\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 6\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 24 | standardDataset=353/353 (100.00%) | finalTwoRowRiskDispersionDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 44 REGRESSION REPRODUCIBILITY REPLAY ============================================================ Date/Time: 2026-07-17 09:46:39 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 25 Scenario seed: -2702801730491492296 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 98.58% OUTCOME ------- Status: SUCCESS Completed ticks: 1000 Passengers seated: 282/282 Average waiting ticks: 462.07 Longest waiting passenger: P235->11E(LEFT) Longest waiting ticks: 967 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2181 Maximum occupied tiles: 11 Seat events: 143 Single-blocker events: 33 Multiple-blocker events: 12 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 2227 Maximum occupied tiles: 13 Seat events: 139 Single-blocker events: 44 Multiple-blocker events: 16 Temporary aisle reoccupations: 76 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 97 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5581 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6908 Total stationary ticks: 135059 Seat-event requests: 293 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 644 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 644 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 9\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 44 REGRESSION REPRODUCIBILITY REPLAY ============================================================ Date/Time: 2026-07-17 09:46:39 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 25 Scenario seed: -2702801730491492296 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 98.58% OUTCOME ------- Status: SUCCESS Completed ticks: 1000 Passengers seated: 282/282 Average waiting ticks: 462.07 Longest waiting passenger: P235->11E(LEFT) Longest waiting ticks: 967 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2181 Maximum occupied tiles: 11 Seat events: 143 Single-blocker events: 33 Multiple-blocker events: 12 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 2227 Maximum occupied tiles: 13 Seat events: 139 Single-blocker events: 44 Multiple-blocker events: 16 Temporary aisle reoccupations: 76 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 97 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5581 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6915 Total stationary ticks: 135061 Seat-event requests: 293 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 650 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 650 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 8\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 25 | standardDataset=282/282 (100.00%) | finalTwoRowRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 44 REGRESSION REPRODUCIBILITY REPLAY ============================================================ Date/Time: 2026-07-17 09:46:39 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 26 Scenario seed: -8345824874507060339 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 91.22% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2624 Passengers seated: 263/353 Average waiting ticks: 981.50 Longest waiting passenger: P5->29A(LEFT) Longest waiting ticks: 2624 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 27 Regions dissolved: 2 Repeated reconstructions avoided: 27 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1905 Maximum occupied tiles: 13 Seat events: 102 Single-blocker events: 17 Multiple-blocker events: 6 Temporary aisle reoccupations: 29 RIGHT AISLE ----------- Total moves: 2743 Maximum occupied tiles: 13 Seat events: 161 Single-blocker events: 58 Multiple-blocker events: 12 Temporary aisle reoccupations: 85 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 2007 Reservations granted: 2007 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 80 Remaining moving in aisle: 4 Remaining waiting at row: 6 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 12248 Longest unresolved passenger ID: 5 Longest unresolved row: 29 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P18(20C/LEFT) -> P149(6C/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 18 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 4 Total blocked ticks: 26060 Total stationary ticks: 359005 Seat-event requests: 2178 Failed seat-event starts: 1915 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 121 Critical blocker identity: P121->26G(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 6 Terminal WAITING_FOR_SEAT_EVENT nodes: 6 Unresolved internal passengers: 10 Unresolved outside passengers: 80 Unresolved internal passengers outside critical tree: 8 Critical blocker tree: P121(26G/LEFT/WAITING_FOR_SEAT_EVENT) P158(29C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1915 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 5 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1915 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 721 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_SPACE_AVAILABLE Final snapshot prerequisite: YIELD_SPACE_AVAILABLE Current required blockers: 3 Current required yield tiles: 27|28|29 Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: YIELD_SPACE_AVAILABLE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2177\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1918\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 44 REGRESSION REPRODUCIBILITY REPLAY ============================================================ Date/Time: 2026-07-17 09:46:39 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 26 Scenario seed: -8345824874507060339 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 91.22% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2624 Passengers seated: 263/353 Average waiting ticks: 981.50 Longest waiting passenger: P5->29A(LEFT) Longest waiting ticks: 2624 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 27 Regions dissolved: 2 Repeated reconstructions avoided: 27 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1905 Maximum occupied tiles: 13 Seat events: 102 Single-blocker events: 17 Multiple-blocker events: 6 Temporary aisle reoccupations: 29 RIGHT AISLE ----------- Total moves: 2743 Maximum occupied tiles: 13 Seat events: 161 Single-blocker events: 58 Multiple-blocker events: 12 Temporary aisle reoccupations: 85 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 2007 Reservations granted: 2007 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 80 Remaining moving in aisle: 4 Remaining waiting at row: 6 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 12248 Longest unresolved passenger ID: 5 Longest unresolved row: 29 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P18(20C/LEFT) -> P149(6C/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 18 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 4 Total blocked ticks: 26060 Total stationary ticks: 359005 Seat-event requests: 2178 Failed seat-event starts: 1915 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 121 Critical blocker identity: P121->26G(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 6 Terminal WAITING_FOR_SEAT_EVENT nodes: 6 Unresolved internal passengers: 10 Unresolved outside passengers: 80 Unresolved internal passengers outside critical tree: 8 Critical blocker tree: P121(26G/LEFT/WAITING_FOR_SEAT_EVENT) P158(29C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1915 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 5 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1915 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 721 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_SPACE_AVAILABLE Final snapshot prerequisite: YIELD_SPACE_AVAILABLE Current required blockers: 3 Current required yield tiles: 27|28|29 Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: YIELD_SPACE_AVAILABLE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2177\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1918\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 26 | standardDataset=263/353 (74.50%) | finalTwoRowRiskDispersionDataset=263/353 (74.50%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | finalTwoRowRiskDispersionFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 44 REGRESSION REPRODUCIBILITY REPLAY ============================================================ Date/Time: 2026-07-17 09:46:39 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 27 Scenario seed: 4799773213532248393 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.33% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 99.15% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2747 Passengers seated: 342/353 Average waiting ticks: 590.29 Longest waiting passenger: P292->33D(RIGHT) Longest waiting ticks: 2686 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 5 Clusters detected: 5 Activations without intervention: 17 Cluster candidates evaluated: 20 Executable cluster candidates: 2 Rejected cluster candidates: 18 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 11 Selected release potential total: 5 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 5 Region updates: 1829 Regions dissolved: 4 Repeated reconstructions avoided: 1829 Largest region lifetime: 1783 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1783:occupied=11 Confirmation deferral ticks: 8 Regions reaching confirmation: 3 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1617 State changes reopening evaluation: 15 Region priority competitions: 2 Regions ranked: 4 Hierarchical selections: 2 Lower-priority evaluations deferred: 0 Highest selected priority score: 6610 Left/right priority wins: 0/2 Priority ties: 0 Last priority decision: LEFT:R5:score=2214 | RIGHT:R3:score=6610 | selected=RIGHT LEFT AISLE ---------- Total moves: 3152 Maximum occupied tiles: 14 Seat events: 175 Single-blocker events: 47 Multiple-blocker events: 28 Temporary aisle reoccupations: 109 RIGHT AISLE ----------- Total moves: 2977 Maximum occupied tiles: 20 Seat events: 167 Single-blocker events: 48 Multiple-blocker events: 14 Temporary aisle reoccupations: 81 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1793 Reservations granted: 1791 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 9 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 15878 Longest unresolved passenger ID: 149 Longest unresolved row: 36 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 10 Longest dependency chain: P208(34H/RIGHT) -> P79(27H/RIGHT) -> P242(29G/RIGHT) -> P59(34G/RIGHT) -> P324(31J/RIGHT) -> P21(36F/RIGHT) -> P205(36I/RIGHT) -> P103(32H/RIGHT) -> P149(36J/RIGHT) -> P292(33D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 208 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 9 Total blocked ticks: 28362 Total stationary ticks: 230175 Seat-event requests: 2011 Failed seat-event starts: 1669 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 292 Critical blocker identity: P292->33D(RIGHT) Direct fan-out: 1 Total indirect descendants: 9 Critical tree size including blocker: 10 Critical tree depth: 10 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 11 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P292(33D/RIGHT/WAITING_FOR_SEAT_EVENT) P149(36J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P103(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P205(36I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P21(36F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P324(31J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P59(34G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P242(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P79(27H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P208(34H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1668 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 34|35|36 Critical blocker unavailable yield tiles: 35 Critical blocker yield-tile occupants: 126 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1668 Rear-boundary failures: 1 Middle-bank reservation failures: 2 Active-event deferrals: 1239 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[126]: P126(35J/RIGHT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P126->35J(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P126{seat=35J,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=35,directBlocker=-1,lastMoveTick=891,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 34|35|36 Current unavailable yield tiles: 35 Current yield-tile occupants: 126 Final row-event chain: 292|126 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2012\nPrecedence substitutions made: 8\nDependency chains followed: 1655\nBlocked by waiting-row occupant: 1655\nSubstituted events started: 9\nOccupied-space rejections: 1697\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 44 REGRESSION REPRODUCIBILITY REPLAY ============================================================ Date/Time: 2026-07-17 09:46:39 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 27 Scenario seed: 4799773213532248393 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 28.33% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 99.15% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2747 Passengers seated: 342/353 Average waiting ticks: 590.29 Longest waiting passenger: P292->33D(RIGHT) Longest waiting ticks: 2686 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 5 Clusters detected: 5 Activations without intervention: 17 Cluster candidates evaluated: 20 Executable cluster candidates: 2 Rejected cluster candidates: 18 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 11 Selected release potential total: 5 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 5 Region updates: 1829 Regions dissolved: 4 Repeated reconstructions avoided: 1829 Largest region lifetime: 1783 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1783:occupied=11 Confirmation deferral ticks: 8 Regions reaching confirmation: 3 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1617 State changes reopening evaluation: 15 Region priority competitions: 2 Regions ranked: 4 Hierarchical selections: 2 Lower-priority evaluations deferred: 0 Highest selected priority score: 6610 Left/right priority wins: 0/2 Priority ties: 0 Last priority decision: LEFT:R5:score=2214 | RIGHT:R3:score=6610 | selected=RIGHT LEFT AISLE ---------- Total moves: 3152 Maximum occupied tiles: 14 Seat events: 175 Single-blocker events: 47 Multiple-blocker events: 28 Temporary aisle reoccupations: 109 RIGHT AISLE ----------- Total moves: 2977 Maximum occupied tiles: 20 Seat events: 167 Single-blocker events: 48 Multiple-blocker events: 14 Temporary aisle reoccupations: 81 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1793 Reservations granted: 1791 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 9 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 15878 Longest unresolved passenger ID: 149 Longest unresolved row: 36 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 10 Longest dependency chain: P208(34H/RIGHT) -> P79(27H/RIGHT) -> P242(29G/RIGHT) -> P59(34G/RIGHT) -> P324(31J/RIGHT) -> P21(36F/RIGHT) -> P205(36I/RIGHT) -> P103(32H/RIGHT) -> P149(36J/RIGHT) -> P292(33D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 208 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 9 Total blocked ticks: 28362 Total stationary ticks: 230175 Seat-event requests: 2011 Failed seat-event starts: 1669 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 292 Critical blocker identity: P292->33D(RIGHT) Direct fan-out: 1 Total indirect descendants: 9 Critical tree size including blocker: 10 Critical tree depth: 10 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 11 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P292(33D/RIGHT/WAITING_FOR_SEAT_EVENT) P149(36J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P103(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P205(36I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P21(36F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P324(31J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P59(34G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P242(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P79(27H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P208(34H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1668 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 34|35|36 Critical blocker unavailable yield tiles: 35 Critical blocker yield-tile occupants: 126 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1668 Rear-boundary failures: 1 Middle-bank reservation failures: 2 Active-event deferrals: 1239 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[126]: P126(35J/RIGHT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P126->35J(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P126{seat=35J,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=35,directBlocker=-1,lastMoveTick=891,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 34|35|36 Current unavailable yield tiles: 35 Current yield-tile occupants: 126 Final row-event chain: 292|126 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2012\nPrecedence substitutions made: 8\nDependency chains followed: 1655\nBlocked by waiting-row occupant: 1655\nSubstituted events started: 9\nOccupied-space rejections: 1697\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 27 | standardDataset=342/353 (96.88%) | finalTwoRowRiskDispersionDataset=342/353 (96.88%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=5 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=LINKED_ROW_EVENT_CHAIN | finalTwoRowRiskDispersionFamily=LINKED_ROW_EVENT_CHAIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 44 REGRESSION REPRODUCIBILITY REPLAY ============================================================ Date/Time: 2026-07-17 09:46:39 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 28 Scenario seed: -8970582673838479181 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.74% Aisle-assignment balance: 97.02% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2350 Passengers seated: 216/235 Average waiting ticks: 413.67 Longest waiting passenger: P182->10F(LEFT) Longest waiting ticks: 2330 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 20 Cluster candidates evaluated: 38 Executable cluster candidates: 0 Rejected cluster candidates: 38 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 17 Selected release potential total: 0 Last cluster decision: LEFT:tiles13-30:occupied=17:anchor=P6:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 2199 Regions dissolved: 2 Repeated reconstructions avoided: 2199 Largest region lifetime: 2174 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: TRACK:R1:age=2174:localMembers=17 Confirmation deferral ticks: 3 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 102 State changes reopening evaluation: 18 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1580 Maximum occupied tiles: 23 Seat events: 95 Single-blocker events: 27 Multiple-blocker events: 6 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1753 Maximum occupied tiles: 12 Seat events: 121 Single-blocker events: 28 Multiple-blocker events: 11 Temporary aisle reoccupations: 52 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1877 Reservations granted: 1877 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 2 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 15 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 26482 Longest unresolved passenger ID: 153 Longest unresolved row: 30 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 16 Longest dependency chain: P144(22E/LEFT) -> P227(20B/LEFT) -> P228(19E/LEFT) -> P80(25A/LEFT) -> P77(24B/LEFT) -> P76(28B/LEFT) -> P103(27D/LEFT) -> P167(27C/LEFT) -> P148(29F/LEFT) -> P9(23B/LEFT) -> P136(25C/LEFT) -> P63(26A/LEFT) -> P55(26F/LEFT) -> P2(30B/LEFT) -> P105(30D/LEFT) -> P6(28E/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 144 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 15 Total blocked ticks: 39025 Total stationary ticks: 126482 Seat-event requests: 2061 Failed seat-event starts: 1845 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 6 Critical blocker identity: P6->28E(LEFT) Direct fan-out: 1 Total indirect descendants: 15 Critical tree size including blocker: 16 Critical tree depth: 16 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 19 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P6(28E/LEFT/WAITING_FOR_SEAT_EVENT) P105(30D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P2(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P55(26F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P63(26A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P136(25C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P9(23B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P148(29F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P167(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P103(27D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P76(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P77(24B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P80(25A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P228(19E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P227(20B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P144(22E/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1845 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 29|30 Critical blocker unavailable yield tiles: 29|30 Critical blocker yield-tile occupants: 60|153 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1845 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 1317 Simultaneous arbitration losses: 2 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 2 Trace length: 1 Yield-occupant trace: yieldOccupant[60]: P60(29A/LEFT/WAITING_AT_ROW@tile29) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[153]: P153(30F/LEFT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P153->30F(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: false Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P60{seat=29A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=29,directBlocker=-1,lastMoveTick=103,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} || P153{seat=30F,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=99,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 29|30 Current unavailable yield tiles: 29|30 Current yield-tile occupants: 60|153 Final row-event chain: 6|60 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 4 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2063\nPrecedence substitutions made: 1\nDependency chains followed: 196\nBlocked by waiting-row occupant: 318\nSubstituted events started: 3\nOccupied-space rejections: 3923\nMaximum scheduling-chain depth: 3\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 44 REGRESSION REPRODUCIBILITY REPLAY ============================================================ Date/Time: 2026-07-17 09:46:39 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 28 Scenario seed: -8970582673838479181 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.74% Aisle-assignment balance: 97.02% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2350 Passengers seated: 216/235 Average waiting ticks: 413.66 Longest waiting passenger: P182->10F(LEFT) Longest waiting ticks: 2330 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 20 Cluster candidates evaluated: 38 Executable cluster candidates: 0 Rejected cluster candidates: 38 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 17 Selected release potential total: 0 Last cluster decision: LEFT:tiles13-30:occupied=17:anchor=P6:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 2199 Regions dissolved: 2 Repeated reconstructions avoided: 2199 Largest region lifetime: 2174 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: TRACK:R1:age=2174:localMembers=17 Confirmation deferral ticks: 3 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 102 State changes reopening evaluation: 18 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1580 Maximum occupied tiles: 23 Seat events: 95 Single-blocker events: 27 Multiple-blocker events: 6 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1753 Maximum occupied tiles: 12 Seat events: 121 Single-blocker events: 28 Multiple-blocker events: 11 Temporary aisle reoccupations: 52 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1877 Reservations granted: 1877 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 2 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 15 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 26477 Longest unresolved passenger ID: 153 Longest unresolved row: 30 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 16 Longest dependency chain: P144(22E/LEFT) -> P227(20B/LEFT) -> P228(19E/LEFT) -> P80(25A/LEFT) -> P77(24B/LEFT) -> P76(28B/LEFT) -> P103(27D/LEFT) -> P167(27C/LEFT) -> P148(29F/LEFT) -> P9(23B/LEFT) -> P136(25C/LEFT) -> P63(26A/LEFT) -> P55(26F/LEFT) -> P2(30B/LEFT) -> P105(30D/LEFT) -> P6(28E/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 144 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 15 Total blocked ticks: 39032 Total stationary ticks: 126484 Seat-event requests: 2061 Failed seat-event starts: 1845 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 6 Critical blocker identity: P6->28E(LEFT) Direct fan-out: 1 Total indirect descendants: 15 Critical tree size including blocker: 16 Critical tree depth: 16 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 19 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P6(28E/LEFT/WAITING_FOR_SEAT_EVENT) P105(30D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P2(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P55(26F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P63(26A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P136(25C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P9(23B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P148(29F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P167(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P103(27D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P76(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P77(24B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P80(25A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P228(19E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P227(20B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P144(22E/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1845 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 29|30 Critical blocker unavailable yield tiles: 29|30 Critical blocker yield-tile occupants: 60|153 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1845 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 1319 Simultaneous arbitration losses: 2 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 2 Trace length: 1 Yield-occupant trace: yieldOccupant[60]: P60(29A/LEFT/WAITING_AT_ROW@tile29) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[153]: P153(30F/LEFT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P153->30F(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: false Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P60{seat=29A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=29,directBlocker=-1,lastMoveTick=103,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} || P153{seat=30F,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=99,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 29|30 Current unavailable yield tiles: 29|30 Current yield-tile occupants: 60|153 Final row-event chain: 6|60 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 4 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2063\nPrecedence substitutions made: 1\nDependency chains followed: 196\nBlocked by waiting-row occupant: 318\nSubstituted events started: 3\nOccupied-space rejections: 3923\nMaximum scheduling-chain depth: 3\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 28 | standardDataset=216/235 (91.91%) | finalTwoRowRiskDispersionDataset=216/235 (91.91%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL | finalTwoRowRiskDispersionFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 44 REGRESSION REPRODUCIBILITY REPLAY ============================================================ Date/Time: 2026-07-17 09:46:39 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 29 Scenario seed: 4864444880977790924 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1020 Passengers seated: 282/282 Average waiting ticks: 465.05 Longest waiting passenger: P148->23C(LEFT) Longest waiting ticks: 966 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2210 Maximum occupied tiles: 11 Seat events: 144 Single-blocker events: 33 Multiple-blocker events: 19 Temporary aisle reoccupations: 71 RIGHT AISLE ----------- Total moves: 2200 Maximum occupied tiles: 11 Seat events: 138 Single-blocker events: 40 Multiple-blocker events: 12 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 100 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5486 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6602 Total stationary ticks: 135635 Seat-event requests: 294 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 615 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 615 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 44 REGRESSION REPRODUCIBILITY REPLAY ============================================================ Date/Time: 2026-07-17 09:46:39 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 29 Scenario seed: 4864444880977790924 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1021 Passengers seated: 282/282 Average waiting ticks: 465.01 Longest waiting passenger: P148->23C(LEFT) Longest waiting ticks: 969 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2210 Maximum occupied tiles: 11 Seat events: 144 Single-blocker events: 33 Multiple-blocker events: 19 Temporary aisle reoccupations: 71 RIGHT AISLE ----------- Total moves: 2200 Maximum occupied tiles: 11 Seat events: 138 Single-blocker events: 40 Multiple-blocker events: 12 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 100 Reservations granted: 99 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5495 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6593 Total stationary ticks: 135625 Seat-event requests: 294 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 604 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 604 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 29 | standardDataset=282/282 (100.00%) | finalTwoRowRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 44 REGRESSION REPRODUCIBILITY REPLAY ============================================================ Date/Time: 2026-07-17 09:46:39 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 30 Scenario seed: 2093724541076077643 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 26.91% Blocker-prone seat share (topology component): 60.62% Aisle-assignment balance: 95.75% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2728 Passengers seated: 344/353 Average waiting ticks: 615.95 Longest waiting passenger: P159->2D(RIGHT) Longest waiting ticks: 2726 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 22 Regions dissolved: 1 Repeated reconstructions avoided: 22 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=23 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2908 Maximum occupied tiles: 15 Seat events: 169 Single-blocker events: 55 Multiple-blocker events: 25 Temporary aisle reoccupations: 111 RIGHT AISLE ----------- Total moves: 3180 Maximum occupied tiles: 14 Seat events: 175 Single-blocker events: 60 Multiple-blocker events: 16 Temporary aisle reoccupations: 94 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1642 Reservations granted: 1638 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 6 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 10047 Longest unresolved passenger ID: 331 Longest unresolved row: 36 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P87(19H/RIGHT) -> P200(6H/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 87 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 22713 Total stationary ticks: 228315 Seat-event requests: 1851 Failed seat-event starts: 1507 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 159 Critical blocker identity: P159->2D(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 6 Terminal WAITING_FOR_SEAT_EVENT nodes: 6 Unresolved internal passengers: 9 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 7 Critical blocker tree: P159(2D/RIGHT/WAITING_FOR_SEAT_EVENT) P277(35I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1507 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 3|4|5 Critical blocker unavailable yield tiles: 5 Critical blocker yield-tile occupants: 87 Waiting-row passengers with zero blockers: 5 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1507 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 929 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[87]: P87(19H/RIGHT/MOVING_IN_AISLE@tile5) -> P200(6H/RIGHT/WAITING_AT_ROW@tile6) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P200->6H(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P87{seat=19H,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=5,directBlocker=200,lastMoveTick=1237,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 3|4|5 Current unavailable yield tiles: 5 Current yield-tile occupants: 87 Final row-event chain: 159|87|200 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1855\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 10\nOccupied-space rejections: 1512\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 44 REGRESSION REPRODUCIBILITY REPLAY ============================================================ Date/Time: 2026-07-17 09:46:39 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 30 Scenario seed: 2093724541076077643 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 26.91% Blocker-prone seat share (topology component): 60.62% Aisle-assignment balance: 95.75% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2728 Passengers seated: 344/353 Average waiting ticks: 615.96 Longest waiting passenger: P159->2D(RIGHT) Longest waiting ticks: 2726 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 22 Regions dissolved: 1 Repeated reconstructions avoided: 22 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=23 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2908 Maximum occupied tiles: 15 Seat events: 169 Single-blocker events: 55 Multiple-blocker events: 25 Temporary aisle reoccupations: 111 RIGHT AISLE ----------- Total moves: 3180 Maximum occupied tiles: 14 Seat events: 175 Single-blocker events: 60 Multiple-blocker events: 16 Temporary aisle reoccupations: 94 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1642 Reservations granted: 1638 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 6 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 10051 Longest unresolved passenger ID: 331 Longest unresolved row: 36 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P87(19H/RIGHT) -> P200(6H/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 87 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 22715 Total stationary ticks: 228315 Seat-event requests: 1851 Failed seat-event starts: 1507 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 159 Critical blocker identity: P159->2D(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 6 Terminal WAITING_FOR_SEAT_EVENT nodes: 6 Unresolved internal passengers: 9 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 7 Critical blocker tree: P159(2D/RIGHT/WAITING_FOR_SEAT_EVENT) P277(35I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1507 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 3|4|5 Critical blocker unavailable yield tiles: 5 Critical blocker yield-tile occupants: 87 Waiting-row passengers with zero blockers: 5 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1507 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 933 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[87]: P87(19H/RIGHT/MOVING_IN_AISLE@tile5) -> P200(6H/RIGHT/WAITING_AT_ROW@tile6) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P200->6H(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P87{seat=19H,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=5,directBlocker=200,lastMoveTick=1237,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 3|4|5 Current unavailable yield tiles: 5 Current yield-tile occupants: 87 Final row-event chain: 159|87|200 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1855\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 10\nOccupied-space rejections: 1512\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 30 | standardDataset=344/353 (97.45%) | finalTwoRowRiskDispersionDataset=344/353 (97.45%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=MOVING_PASSENGER_YIELD_CHAIN | finalTwoRowRiskDispersionFamily=MOVING_PASSENGER_YIELD_CHAIN ************************************************************ BATCH EXPERIMENT SUMMARY RESEARCH EXPERIMENT 44 REGRESSION REPRODUCIBILITY REPLAY ************************************************************ Experiment seed: 8783790101901 Scenarios executed: 60 Successful completions: 36 Incomplete/MAX_TICKS: 24 Average completed ticks: 1651.92 Average waiting ticks: 508.95 ************************************************************ ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 45 PAIR 14 REGRESSION ISOLATION ============================================================ Date/Time: 2026-07-17 09:54:54 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 14 Scenario seed: -457221805872256975 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 99.15% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2754 Passengers seated: 350/353 Average waiting ticks: 592.43 Longest waiting passenger: P342->34J(RIGHT) Longest waiting ticks: 2674 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 4 Cluster candidates evaluated: 5 Executable cluster candidates: 2 Rejected cluster candidates: 3 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 4 Selected release potential total: 5 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1576 Regions dissolved: 2 Repeated reconstructions avoided: 1576 Largest region lifetime: 1549 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1549:occupied=3 Confirmation deferral ticks: 6 Regions reaching confirmation: 3 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1539 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3091 Maximum occupied tiles: 13 Seat events: 178 Single-blocker events: 53 Multiple-blocker events: 20 Temporary aisle reoccupations: 97 RIGHT AISLE ----------- Total moves: 3066 Maximum occupied tiles: 14 Seat events: 172 Single-blocker events: 47 Multiple-blocker events: 21 Temporary aisle reoccupations: 89 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 155 Reservations granted: 152 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7560 Longest unresolved passenger ID: 32 Longest unresolved row: 34 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P32(34D/RIGHT) -> P342(34J/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 32 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 14220 Total stationary ticks: 217253 Seat-event requests: 1935 Failed seat-event starts: 1585 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 342 Critical blocker identity: P342->34J(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P342(34J/RIGHT/WAITING_FOR_SEAT_EVENT) P32(34D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1585 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 35|36 Critical blocker unavailable yield tiles: 36 Critical blocker yield-tile occupants: 54 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1585 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 991 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[54]: P54(36E/RIGHT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P54->36E(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P54{seat=36E,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=1164,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 35|36 Current unavailable yield tiles: 36 Current yield-tile occupants: 54 Final row-event chain: 342|54 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1936\nPrecedence substitutions made: 3\nDependency chains followed: 1563\nBlocked by waiting-row occupant: 1563\nSubstituted events started: 7\nOccupied-space rejections: 1589\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 45 PAIR 14 REGRESSION ISOLATION ============================================================ Date/Time: 2026-07-17 09:54:54 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 14 Scenario seed: -457221805872256975 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 99.15% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2754 Passengers seated: 348/353 Average waiting ticks: 588.02 Longest waiting passenger: P208->36I(RIGHT) Longest waiting ticks: 2688 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 5 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 5 Selected release potential total: 5 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1636 Regions dissolved: 2 Repeated reconstructions avoided: 1636 Largest region lifetime: 1609 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1609:occupied=5 Confirmation deferral ticks: 5 Regions reaching confirmation: 3 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1569 State changes reopening evaluation: 3 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3091 Maximum occupied tiles: 13 Seat events: 178 Single-blocker events: 53 Multiple-blocker events: 20 Temporary aisle reoccupations: 97 RIGHT AISLE ----------- Total moves: 3061 Maximum occupied tiles: 13 Seat events: 170 Single-blocker events: 46 Multiple-blocker events: 20 Temporary aisle reoccupations: 86 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 155 Reservations granted: 152 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 4 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7410 Longest unresolved passenger ID: 283 Longest unresolved row: 36 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 5 Longest dependency chain: P32(34D/RIGHT) -> P342(34J/RIGHT) -> P54(36E/RIGHT) -> P283(36J/RIGHT) -> P208(36I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 32 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 4 Total blocked ticks: 17344 Total stationary ticks: 220392 Seat-event requests: 1956 Failed seat-event starts: 1608 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 208 Critical blocker identity: P208->36I(RIGHT) Direct fan-out: 1 Total indirect descendants: 4 Critical tree size including blocker: 5 Critical tree depth: 5 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P208(36I/RIGHT/WAITING_FOR_SEAT_EVENT) P283(36J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P54(36E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P342(34J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P32(34D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1583 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 1 Critical blocker required yield tiles: 37 Critical blocker unavailable yield tiles: 37 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 25 Rear-boundary failures: 1583 Middle-bank reservation failures: 3 Active-event deferrals: 975 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 1 Current required yield tiles: 37 Current unavailable yield tiles: 37 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1957\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 7\nOccupied-space rejections: 29\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 14 | standardDataset=350/353 (99.15%) | finalTwoRowRiskDispersionDataset=348/353 (98.58%) | seatedDelta=-2 | completionDelta=-0.57% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=2 | clusterStarts=3 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=true | standardFamily=LINKED_ROW_EVENT_CHAIN | finalTwoRowRiskDispersionFamily=REAR_BOUNDARY_LOCK ************************************************************ BATCH EXPERIMENT SUMMARY RESEARCH EXPERIMENT 45 PAIR 14 REGRESSION ISOLATION ************************************************************ Experiment seed: 8783790101901 Scenarios executed: 2 Successful completions: 0 Incomplete/MAX_TICKS: 2 Average completed ticks: 2754.00 Average waiting ticks: 590.23 ************************************************************ ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 46 PAIR 14 ADMISSION-ORDER DIVERGENCE ANALYSIS ============================================================ Date/Time: 2026-07-17 10:03:41 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 14 Scenario seed: -457221805872256975 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 99.15% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2754 Passengers seated: 350/353 Average waiting ticks: 592.43 Longest waiting passenger: P342->34J(RIGHT) Longest waiting ticks: 2674 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 4 Cluster candidates evaluated: 5 Executable cluster candidates: 2 Rejected cluster candidates: 3 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 4 Selected release potential total: 5 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1576 Regions dissolved: 2 Repeated reconstructions avoided: 1576 Largest region lifetime: 1549 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1549:occupied=3 Confirmation deferral ticks: 6 Regions reaching confirmation: 3 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1539 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3091 Maximum occupied tiles: 13 Seat events: 178 Single-blocker events: 53 Multiple-blocker events: 20 Temporary aisle reoccupations: 97 RIGHT AISLE ----------- Total moves: 3066 Maximum occupied tiles: 14 Seat events: 172 Single-blocker events: 47 Multiple-blocker events: 21 Temporary aisle reoccupations: 89 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 155 Reservations granted: 152 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7560 Longest unresolved passenger ID: 32 Longest unresolved row: 34 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P32(34D/RIGHT) -> P342(34J/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 32 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 14220 Total stationary ticks: 217253 Seat-event requests: 1935 Failed seat-event starts: 1585 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 342 Critical blocker identity: P342->34J(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P342(34J/RIGHT/WAITING_FOR_SEAT_EVENT) P32(34D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1585 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 35|36 Critical blocker unavailable yield tiles: 36 Critical blocker yield-tile occupants: 54 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1585 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 991 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[54]: P54(36E/RIGHT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P54->36E(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P54{seat=36E,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=1164,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 35|36 Current unavailable yield tiles: 36 Current yield-tile occupants: 54 Final row-event chain: 342|54 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1936\nPrecedence substitutions made: 3\nDependency chains followed: 1563\nBlocked by waiting-row occupant: 1563\nSubstituted events started: 7\nOccupied-space rejections: 1589\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 46 PAIR 14 ADMISSION-ORDER DIVERGENCE ANALYSIS ============================================================ Date/Time: 2026-07-17 10:03:41 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 14 Scenario seed: -457221805872256975 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 99.15% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2754 Passengers seated: 348/353 Average waiting ticks: 588.02 Longest waiting passenger: P208->36I(RIGHT) Longest waiting ticks: 2688 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 5 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 5 Selected release potential total: 5 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1636 Regions dissolved: 2 Repeated reconstructions avoided: 1636 Largest region lifetime: 1609 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1609:occupied=5 Confirmation deferral ticks: 5 Regions reaching confirmation: 3 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1569 State changes reopening evaluation: 3 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3091 Maximum occupied tiles: 13 Seat events: 178 Single-blocker events: 53 Multiple-blocker events: 20 Temporary aisle reoccupations: 97 RIGHT AISLE ----------- Total moves: 3061 Maximum occupied tiles: 13 Seat events: 170 Single-blocker events: 46 Multiple-blocker events: 20 Temporary aisle reoccupations: 86 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 155 Reservations granted: 152 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 4 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7410 Longest unresolved passenger ID: 283 Longest unresolved row: 36 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 5 Longest dependency chain: P32(34D/RIGHT) -> P342(34J/RIGHT) -> P54(36E/RIGHT) -> P283(36J/RIGHT) -> P208(36I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 32 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 4 Total blocked ticks: 17344 Total stationary ticks: 220392 Seat-event requests: 1956 Failed seat-event starts: 1608 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 208 Critical blocker identity: P208->36I(RIGHT) Direct fan-out: 1 Total indirect descendants: 4 Critical tree size including blocker: 5 Critical tree depth: 5 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P208(36I/RIGHT/WAITING_FOR_SEAT_EVENT) P283(36J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P54(36E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P342(34J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P32(34D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1583 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 1 Critical blocker required yield tiles: 37 Critical blocker unavailable yield tiles: 37 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 25 Rear-boundary failures: 1583 Middle-bank reservation failures: 3 Active-event deferrals: 975 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 1 Current required yield tiles: 37 Current unavailable yield tiles: 37 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1957\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 7\nOccupied-space rejections: 29\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 14 | standardDataset=350/353 (99.15%) | finalTwoRowRiskDispersionDataset=348/353 (98.58%) | seatedDelta=-2 | completionDelta=-0.57% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=2 | clusterStarts=3 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=true | standardFamily=LINKED_ROW_EVENT_CHAIN | finalTwoRowRiskDispersionFamily=REAR_BOUNDARY_LOCK ************************************************************ BATCH EXPERIMENT SUMMARY RESEARCH EXPERIMENT 46 PAIR 14 ADMISSION-ORDER DIVERGENCE ANALYSIS ************************************************************ Experiment seed: 8783790101901 Scenarios executed: 2 Successful completions: 0 Incomplete/MAX_TICKS: 2 Average completed ticks: 2754.00 Average waiting ticks: 590.23 ************************************************************ ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 47 PAIR 14 SINGLE-SWAP COUNTERFACTUAL ============================================================ Date/Time: 2026-07-17 10:14:49 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 14 Scenario seed: -457221805872256975 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 99.15% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2754 Passengers seated: 350/353 Average waiting ticks: 592.43 Longest waiting passenger: P342->34J(RIGHT) Longest waiting ticks: 2674 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 4 Cluster candidates evaluated: 5 Executable cluster candidates: 2 Rejected cluster candidates: 3 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 4 Selected release potential total: 5 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1576 Regions dissolved: 2 Repeated reconstructions avoided: 1576 Largest region lifetime: 1549 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1549:occupied=3 Confirmation deferral ticks: 6 Regions reaching confirmation: 3 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1539 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3091 Maximum occupied tiles: 13 Seat events: 178 Single-blocker events: 53 Multiple-blocker events: 20 Temporary aisle reoccupations: 97 RIGHT AISLE ----------- Total moves: 3066 Maximum occupied tiles: 14 Seat events: 172 Single-blocker events: 47 Multiple-blocker events: 21 Temporary aisle reoccupations: 89 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 155 Reservations granted: 152 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7560 Longest unresolved passenger ID: 32 Longest unresolved row: 34 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P32(34D/RIGHT) -> P342(34J/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 32 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 14220 Total stationary ticks: 217253 Seat-event requests: 1935 Failed seat-event starts: 1585 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 342 Critical blocker identity: P342->34J(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P342(34J/RIGHT/WAITING_FOR_SEAT_EVENT) P32(34D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1585 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 35|36 Critical blocker unavailable yield tiles: 36 Critical blocker yield-tile occupants: 54 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1585 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 991 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[54]: P54(36E/RIGHT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P54->36E(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P54{seat=36E,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=1164,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 35|36 Current unavailable yield tiles: 36 Current yield-tile occupants: 54 Final row-event chain: 342|54 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1936\nPrecedence substitutions made: 3\nDependency chains followed: 1563\nBlocked by waiting-row occupant: 1563\nSubstituted events started: 7\nOccupied-space rejections: 1589\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 47 PAIR 14 SINGLE-SWAP COUNTERFACTUAL ============================================================ Date/Time: 2026-07-17 10:14:49 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 14 Scenario seed: -457221805872256975 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 99.15% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2754 Passengers seated: 348/353 Average waiting ticks: 588.02 Longest waiting passenger: P208->36I(RIGHT) Longest waiting ticks: 2688 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 5 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 5 Selected release potential total: 5 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1636 Regions dissolved: 2 Repeated reconstructions avoided: 1636 Largest region lifetime: 1609 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1609:occupied=5 Confirmation deferral ticks: 5 Regions reaching confirmation: 3 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1569 State changes reopening evaluation: 3 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3091 Maximum occupied tiles: 13 Seat events: 178 Single-blocker events: 53 Multiple-blocker events: 20 Temporary aisle reoccupations: 97 RIGHT AISLE ----------- Total moves: 3061 Maximum occupied tiles: 13 Seat events: 170 Single-blocker events: 46 Multiple-blocker events: 20 Temporary aisle reoccupations: 86 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 155 Reservations granted: 152 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 4 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7410 Longest unresolved passenger ID: 283 Longest unresolved row: 36 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 5 Longest dependency chain: P32(34D/RIGHT) -> P342(34J/RIGHT) -> P54(36E/RIGHT) -> P283(36J/RIGHT) -> P208(36I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 32 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 4 Total blocked ticks: 17344 Total stationary ticks: 220392 Seat-event requests: 1956 Failed seat-event starts: 1608 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 208 Critical blocker identity: P208->36I(RIGHT) Direct fan-out: 1 Total indirect descendants: 4 Critical tree size including blocker: 5 Critical tree depth: 5 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P208(36I/RIGHT/WAITING_FOR_SEAT_EVENT) P283(36J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P54(36E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P342(34J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P32(34D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1583 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 1 Critical blocker required yield tiles: 37 Critical blocker unavailable yield tiles: 37 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 25 Rear-boundary failures: 1583 Middle-bank reservation failures: 3 Active-event deferrals: 975 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 1 Current required yield tiles: 37 Current unavailable yield tiles: 37 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1957\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 7\nOccupied-space rejections: 29\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 47 PAIR 14 SINGLE-SWAP COUNTERFACTUAL ============================================================ Date/Time: 2026-07-17 10:14:49 Experiment mode: FINAL_TWO_ROW_SINGLE_SWAP_COUNTERFACTUAL_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 14 Scenario seed: -457221805872256975 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SINGLE_SWAP_COUNTERFACTUAL_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 99.15% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2754 Passengers seated: 350/353 Average waiting ticks: 592.43 Longest waiting passenger: P342->34J(RIGHT) Longest waiting ticks: 2674 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 4 Cluster candidates evaluated: 5 Executable cluster candidates: 2 Rejected cluster candidates: 3 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 4 Selected release potential total: 5 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1576 Regions dissolved: 2 Repeated reconstructions avoided: 1576 Largest region lifetime: 1549 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1549:occupied=3 Confirmation deferral ticks: 6 Regions reaching confirmation: 3 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1539 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3091 Maximum occupied tiles: 13 Seat events: 178 Single-blocker events: 53 Multiple-blocker events: 20 Temporary aisle reoccupations: 97 RIGHT AISLE ----------- Total moves: 3066 Maximum occupied tiles: 14 Seat events: 172 Single-blocker events: 47 Multiple-blocker events: 21 Temporary aisle reoccupations: 89 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 155 Reservations granted: 152 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7560 Longest unresolved passenger ID: 32 Longest unresolved row: 34 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P32(34D/RIGHT) -> P342(34J/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 32 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 14220 Total stationary ticks: 217253 Seat-event requests: 1935 Failed seat-event starts: 1585 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 342 Critical blocker identity: P342->34J(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P342(34J/RIGHT/WAITING_FOR_SEAT_EVENT) P32(34D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1585 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 35|36 Critical blocker unavailable yield tiles: 36 Critical blocker yield-tile occupants: 54 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1585 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 991 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[54]: P54(36E/RIGHT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P54->36E(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P54{seat=36E,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=1164,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 35|36 Current unavailable yield tiles: 36 Current yield-tile occupants: 54 Final row-event chain: 342|54 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SINGLE_SWAP_COUNTERFACTUAL_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1936\nPrecedence substitutions made: 3\nDependency chains followed: 1563\nBlocked by waiting-row occupant: 1563\nSubstituted events started: 7\nOccupied-space rejections: 1589\nMaximum scheduling-chain depth: 2\n============================================================\n PAIRED SCENARIO COMPARISON -------------------------- PAIR 14 | standardDataset=350/353 (99.15%) | finalTwoRowRiskDispersionDataset=348/353 (98.58%) | seatedDelta=-2 | completionDelta=-0.57% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=2 | clusterStarts=3 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=true | standardFamily=LINKED_ROW_EVENT_CHAIN | finalTwoRowRiskDispersionFamily=REAR_BOUNDARY_LOCK ************************************************************ BATCH EXPERIMENT SUMMARY RESEARCH EXPERIMENT 47 PAIR 14 SINGLE-SWAP COUNTERFACTUAL ************************************************************ Experiment seed: 8783790101901 Scenarios executed: 3 Successful completions: 0 Incomplete/MAX_TICKS: 3 Average completed ticks: 2754.00 Average waiting ticks: 590.96 ************************************************************ ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 48 SAME-ROW PROTECTED ADJACENCY VALIDATION ============================================================ Date/Time: 2026-07-17 10:24:06 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 1 Scenario seed: 8112011161113440395 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.05% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 96.88% OUTCOME ------- Status: SUCCESS Completed ticks: 1292 Passengers seated: 353/353 Average waiting ticks: 590.48 Longest waiting passenger: P299->23A(LEFT) Longest waiting ticks: 1237 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 7 Regions dissolved: 1 Repeated reconstructions avoided: 7 Largest region lifetime: 8 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=8 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3097 Maximum occupied tiles: 13 Seat events: 182 Single-blocker events: 42 Multiple-blocker events: 35 Temporary aisle reoccupations: 121 RIGHT AISLE ----------- Total moves: 3057 Maximum occupied tiles: 15 Seat events: 171 Single-blocker events: 49 Multiple-blocker events: 24 Temporary aisle reoccupations: 103 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 153 Reservations granted: 153 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7682 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9191 Total stationary ticks: 214827 Seat-event requests: 372 Failed seat-event starts: 19 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 805 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 19 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 805 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 372\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 19\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 48 SAME-ROW PROTECTED ADJACENCY VALIDATION ============================================================ Date/Time: 2026-07-17 10:24:06 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 1 Scenario seed: 8112011161113440395 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 28.05% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 96.88% OUTCOME ------- Status: SUCCESS Completed ticks: 1292 Passengers seated: 353/353 Average waiting ticks: 590.48 Longest waiting passenger: P299->23A(LEFT) Longest waiting ticks: 1237 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 7 Regions dissolved: 1 Repeated reconstructions avoided: 7 Largest region lifetime: 8 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=8 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3097 Maximum occupied tiles: 13 Seat events: 182 Single-blocker events: 42 Multiple-blocker events: 35 Temporary aisle reoccupations: 121 RIGHT AISLE ----------- Total moves: 3057 Maximum occupied tiles: 15 Seat events: 171 Single-blocker events: 49 Multiple-blocker events: 24 Temporary aisle reoccupations: 103 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 153 Reservations granted: 153 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7682 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9191 Total stationary ticks: 214827 Seat-event requests: 372 Failed seat-event starts: 19 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 805 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 19 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 805 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 372\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 19\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 48 SAME-ROW PROTECTED ADJACENCY VALIDATION ============================================================ Date/Time: 2026-07-17 10:24:06 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 1 Scenario seed: 8112011161113440395 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 28.05% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 96.88% OUTCOME ------- Status: SUCCESS Completed ticks: 1292 Passengers seated: 353/353 Average waiting ticks: 590.48 Longest waiting passenger: P299->23A(LEFT) Longest waiting ticks: 1237 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 7 Regions dissolved: 1 Repeated reconstructions avoided: 7 Largest region lifetime: 8 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=8 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3097 Maximum occupied tiles: 13 Seat events: 182 Single-blocker events: 42 Multiple-blocker events: 35 Temporary aisle reoccupations: 121 RIGHT AISLE ----------- Total moves: 3057 Maximum occupied tiles: 15 Seat events: 171 Single-blocker events: 49 Multiple-blocker events: 24 Temporary aisle reoccupations: 103 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 153 Reservations granted: 153 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7682 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9191 Total stationary ticks: 214827 Seat-event requests: 372 Failed seat-event starts: 19 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 805 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 19 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 805 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 372\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 19\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 48 SAME-ROW PROTECTED ADJACENCY VALIDATION ============================================================ Date/Time: 2026-07-17 10:24:07 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 2 Scenario seed: -6056132809683641225 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.05% Blocker-prone seat share (topology component): 60.34% Aisle-assignment balance: 98.58% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2714 Passengers seated: 302/353 Average waiting ticks: 663.88 Longest waiting passenger: P8->19A(LEFT) Longest waiting ticks: 2714 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 6 Clusters detected: 6 Activations without intervention: 51 Cluster candidates evaluated: 147 Executable cluster candidates: 3 Rejected cluster candidates: 144 Cluster selections: 3 Cluster-selected events started: 3 Largest detected cluster: 35 Selected release potential total: 10 Last cluster decision: RIGHT:region=R6:result=LOWER_HIERARCHICAL_PRIORITY_DEFERRED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 6 Region updates: 3897 Regions dissolved: 4 Repeated reconstructions avoided: 3897 Largest region lifetime: 2258 Maximum simultaneous active regions: 2 Regions active at termination: 2 Last lifecycle event: UPDATE:R6:age=1589:occupied=6 Confirmation deferral ticks: 10 Regions reaching confirmation: 5 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1845 State changes reopening evaluation: 46 Region priority competitions: 1544 Regions ranked: 3088 Hierarchical selections: 1544 Lower-priority evaluations deferred: 1536 Highest selected priority score: 38610 Left/right priority wins: 1543/1 Priority ties: 0 Last priority decision: LEFT:R3:score=38610 | RIGHT:R6:score=6710 | selected=LEFT LEFT AISLE ---------- Total moves: 2635 Maximum occupied tiles: 35 Seat events: 134 Single-blocker events: 36 Multiple-blocker events: 17 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 3034 Maximum occupied tiles: 13 Seat events: 168 Single-blocker events: 46 Multiple-blocker events: 22 Temporary aisle reoccupations: 93 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1948 Reservations granted: 1945 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 10 Remaining moving in aisle: 33 Remaining waiting at row: 8 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 59262 Longest unresolved passenger ID: 8 Longest unresolved row: 19 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 20 Longest dependency chain: P238(31G/LEFT) -> P44(16F/LEFT) -> P222(22G/LEFT) -> P286(35C/LEFT) -> P26(31C/LEFT) -> P303(16C/LEFT) -> P251(29B/LEFT) -> P300(33B/LEFT) -> P316(24D/LEFT) -> P128(26G/LEFT) -> P89(30B/LEFT) -> P329(27B/LEFT) -> P138(26F/LEFT) -> P273(36F/LEFT) -> P0(33E/LEFT) -> P16(32F/LEFT) -> P323(29C/LEFT) -> P219(32B/LEFT) -> P9(30C/LEFT) -> P253(29F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 238 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 33 Total blocked ticks: 81508 Total stationary ticks: 298512 Seat-event requests: 3774 Failed seat-event starts: 3472 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 253 Critical blocker identity: P253->29F(LEFT) Direct fan-out: 1 Total indirect descendants: 19 Critical tree size including blocker: 20 Critical tree depth: 20 Frozen internal components: 8 Terminal WAITING_FOR_SEAT_EVENT nodes: 8 Unresolved internal passengers: 41 Unresolved outside passengers: 10 Unresolved internal passengers outside critical tree: 21 Critical blocker tree: P253(29F/LEFT/WAITING_FOR_SEAT_EVENT) P9(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P219(32B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P323(29C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P16(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P0(33E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P273(36F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P138(26F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P329(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P89(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P128(26G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P316(24D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P300(33B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P251(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P303(16C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P26(31C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P286(35C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P222(22G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P44(16F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P238(31G/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 3472 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 1 Critical blocker required yield tiles: 30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 104 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 3 Waiting-row passengers with multiple blockers: 3 Yield-tile occupied failures: 3472 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 1635 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 3 Yield-occupant trace: yieldOccupant[104]: P104(32A/LEFT/MOVING_IN_AISLE@tile30) -> P335(33C/LEFT/MOVING_IN_AISLE@tile31) -> P264(32G/LEFT/WAITING_AT_ROW@tile32) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P264->32G(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: P104{seat=32A,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=335,lastMoveTick=794,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 30|31 Current yield-tile occupants: 104|335 Final row-event chain: 253|104|335|264 Final row-event chain length: 4 Distinct row events in chain: 4 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 8 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3774\nPrecedence substitutions made: 4\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 5122\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 48 SAME-ROW PROTECTED ADJACENCY VALIDATION ============================================================ Date/Time: 2026-07-17 10:24:07 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 2 Scenario seed: -6056132809683641225 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 28.05% Blocker-prone seat share (topology component): 60.34% Aisle-assignment balance: 98.58% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2772 Passengers seated: 347/353 Average waiting ticks: 605.73 Longest waiting passenger: P277->32J(RIGHT) Longest waiting ticks: 2709 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 6 Clusters detected: 6 Activations without intervention: 14 Cluster candidates evaluated: 20 Executable cluster candidates: 4 Rejected cluster candidates: 16 Cluster selections: 4 Cluster-selected events started: 4 Largest detected cluster: 6 Selected release potential total: 13 Last cluster decision: RIGHT:region=R6:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 6 Region updates: 1719 Regions dissolved: 5 Repeated reconstructions avoided: 1719 Largest region lifetime: 1648 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R6:age=1648:occupied=6 Confirmation deferral ticks: 10 Regions reaching confirmation: 5 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1587 State changes reopening evaluation: 9 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3113 Maximum occupied tiles: 14 Seat events: 179 Single-blocker events: 56 Multiple-blocker events: 26 Temporary aisle reoccupations: 114 RIGHT AISLE ----------- Total moves: 3034 Maximum occupied tiles: 13 Seat events: 168 Single-blocker events: 46 Multiple-blocker events: 22 Temporary aisle reoccupations: 95 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 165 Reservations granted: 161 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7605 Longest unresolved passenger ID: 165 Longest unresolved row: 34 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P221(31J/RIGHT) -> P40(32E/RIGHT) -> P277(32J/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 221 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 19166 Total stationary ticks: 225106 Seat-event requests: 1988 Failed seat-event starts: 1641 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 277 Critical blocker identity: P277->32J(RIGHT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 6 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P277(32J/RIGHT/WAITING_FOR_SEAT_EVENT) P40(32E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P221(31J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1641 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 33|34 Critical blocker unavailable yield tiles: 33|34 Critical blocker yield-tile occupants: 165|4 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1641 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 1022 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 2 Trace length: 2 Yield-occupant trace: yieldOccupant[165]: P165(34H/RIGHT/MOVING_IN_AISLE@tile33) -> P4(34D/RIGHT/WAITING_AT_ROW@tile34) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[4]: P4(34D/RIGHT/WAITING_AT_ROW@tile34) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P4->34D(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P165{seat=34H,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=33,directBlocker=4,lastMoveTick=1113,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P4{seat=34D,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=34,directBlocker=-1,lastMoveTick=1112,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 33|34 Current unavailable yield tiles: 33|34 Current yield-tile occupants: 165|4 Final row-event chain: 277|165|4 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1988\nPrecedence substitutions made: 4\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 8\nOccupied-space rejections: 3262\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 48 SAME-ROW PROTECTED ADJACENCY VALIDATION ============================================================ Date/Time: 2026-07-17 10:24:07 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 2 Scenario seed: -6056132809683641225 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 28.05% Blocker-prone seat share (topology component): 60.34% Aisle-assignment balance: 98.58% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2714 Passengers seated: 302/353 Average waiting ticks: 663.88 Longest waiting passenger: P8->19A(LEFT) Longest waiting ticks: 2714 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 6 Clusters detected: 6 Activations without intervention: 51 Cluster candidates evaluated: 147 Executable cluster candidates: 3 Rejected cluster candidates: 144 Cluster selections: 3 Cluster-selected events started: 3 Largest detected cluster: 35 Selected release potential total: 10 Last cluster decision: RIGHT:region=R6:result=LOWER_HIERARCHICAL_PRIORITY_DEFERRED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 6 Region updates: 3897 Regions dissolved: 4 Repeated reconstructions avoided: 3897 Largest region lifetime: 2258 Maximum simultaneous active regions: 2 Regions active at termination: 2 Last lifecycle event: UPDATE:R6:age=1589:occupied=6 Confirmation deferral ticks: 10 Regions reaching confirmation: 5 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1845 State changes reopening evaluation: 46 Region priority competitions: 1544 Regions ranked: 3088 Hierarchical selections: 1544 Lower-priority evaluations deferred: 1536 Highest selected priority score: 38610 Left/right priority wins: 1543/1 Priority ties: 0 Last priority decision: LEFT:R3:score=38610 | RIGHT:R6:score=6710 | selected=LEFT LEFT AISLE ---------- Total moves: 2635 Maximum occupied tiles: 35 Seat events: 134 Single-blocker events: 36 Multiple-blocker events: 17 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 3034 Maximum occupied tiles: 13 Seat events: 168 Single-blocker events: 46 Multiple-blocker events: 22 Temporary aisle reoccupations: 93 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1948 Reservations granted: 1945 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 10 Remaining moving in aisle: 33 Remaining waiting at row: 8 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 59262 Longest unresolved passenger ID: 8 Longest unresolved row: 19 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 20 Longest dependency chain: P238(31G/LEFT) -> P44(16F/LEFT) -> P222(22G/LEFT) -> P286(35C/LEFT) -> P26(31C/LEFT) -> P303(16C/LEFT) -> P251(29B/LEFT) -> P300(33B/LEFT) -> P316(24D/LEFT) -> P128(26G/LEFT) -> P89(30B/LEFT) -> P329(27B/LEFT) -> P138(26F/LEFT) -> P273(36F/LEFT) -> P0(33E/LEFT) -> P16(32F/LEFT) -> P323(29C/LEFT) -> P219(32B/LEFT) -> P9(30C/LEFT) -> P253(29F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 238 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 33 Total blocked ticks: 81508 Total stationary ticks: 298512 Seat-event requests: 3774 Failed seat-event starts: 3472 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 253 Critical blocker identity: P253->29F(LEFT) Direct fan-out: 1 Total indirect descendants: 19 Critical tree size including blocker: 20 Critical tree depth: 20 Frozen internal components: 8 Terminal WAITING_FOR_SEAT_EVENT nodes: 8 Unresolved internal passengers: 41 Unresolved outside passengers: 10 Unresolved internal passengers outside critical tree: 21 Critical blocker tree: P253(29F/LEFT/WAITING_FOR_SEAT_EVENT) P9(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P219(32B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P323(29C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P16(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P0(33E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P273(36F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P138(26F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P329(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P89(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P128(26G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P316(24D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P300(33B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P251(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P303(16C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P26(31C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P286(35C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P222(22G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P44(16F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P238(31G/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 3472 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 1 Critical blocker required yield tiles: 30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 104 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 3 Waiting-row passengers with multiple blockers: 3 Yield-tile occupied failures: 3472 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 1635 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 3 Yield-occupant trace: yieldOccupant[104]: P104(32A/LEFT/MOVING_IN_AISLE@tile30) -> P335(33C/LEFT/MOVING_IN_AISLE@tile31) -> P264(32G/LEFT/WAITING_AT_ROW@tile32) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P264->32G(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: P104{seat=32A,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=335,lastMoveTick=794,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 30|31 Current yield-tile occupants: 104|335 Final row-event chain: 253|104|335|264 Final row-event chain length: 4 Distinct row events in chain: 4 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 8 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3774\nPrecedence substitutions made: 4\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 5122\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 48 SAME-ROW PROTECTED ADJACENCY VALIDATION ============================================================ Date/Time: 2026-07-17 10:24:07 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 3 Scenario seed: -4467270878143136996 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 849 Passengers seated: 235/235 Average waiting ticks: 385.05 Longest waiting passenger: P3->11B(LEFT) Longest waiting ticks: 810 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: LEFT:region=R4:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 46 Regions dissolved: 4 Repeated reconstructions avoided: 46 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=8 Confirmation deferral ticks: 5 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1735 Maximum occupied tiles: 13 Seat events: 121 Single-blocker events: 22 Multiple-blocker events: 18 Temporary aisle reoccupations: 63 RIGHT AISLE ----------- Total moves: 1663 Maximum occupied tiles: 12 Seat events: 114 Single-blocker events: 29 Multiple-blocker events: 9 Temporary aisle reoccupations: 50 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 137 Reservations granted: 137 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4582 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5648 Total stationary ticks: 94370 Seat-event requests: 258 Failed seat-event starts: 23 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 495 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 23 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 495 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 257\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 48 SAME-ROW PROTECTED ADJACENCY VALIDATION ============================================================ Date/Time: 2026-07-17 10:24:07 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 3 Scenario seed: -4467270878143136996 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 849 Passengers seated: 235/235 Average waiting ticks: 385.03 Longest waiting passenger: P3->11B(LEFT) Longest waiting ticks: 810 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: LEFT:region=R4:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 46 Regions dissolved: 4 Repeated reconstructions avoided: 46 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=8 Confirmation deferral ticks: 5 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1735 Maximum occupied tiles: 13 Seat events: 121 Single-blocker events: 22 Multiple-blocker events: 18 Temporary aisle reoccupations: 63 RIGHT AISLE ----------- Total moves: 1663 Maximum occupied tiles: 12 Seat events: 114 Single-blocker events: 29 Multiple-blocker events: 9 Temporary aisle reoccupations: 50 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 137 Reservations granted: 137 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4587 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5647 Total stationary ticks: 94369 Seat-event requests: 258 Failed seat-event starts: 23 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 491 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 23 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 491 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 257\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 48 SAME-ROW PROTECTED ADJACENCY VALIDATION ============================================================ Date/Time: 2026-07-17 10:24:07 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 3 Scenario seed: -4467270878143136996 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 849 Passengers seated: 235/235 Average waiting ticks: 385.05 Longest waiting passenger: P3->11B(LEFT) Longest waiting ticks: 810 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: LEFT:region=R4:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 46 Regions dissolved: 4 Repeated reconstructions avoided: 46 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=8 Confirmation deferral ticks: 5 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1735 Maximum occupied tiles: 13 Seat events: 121 Single-blocker events: 22 Multiple-blocker events: 18 Temporary aisle reoccupations: 63 RIGHT AISLE ----------- Total moves: 1663 Maximum occupied tiles: 12 Seat events: 114 Single-blocker events: 29 Multiple-blocker events: 9 Temporary aisle reoccupations: 50 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 137 Reservations granted: 137 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4582 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5648 Total stationary ticks: 94370 Seat-event requests: 258 Failed seat-event starts: 23 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 495 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 23 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 495 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 257\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 48 SAME-ROW PROTECTED ADJACENCY VALIDATION ============================================================ Date/Time: 2026-07-17 10:24:07 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 4 Scenario seed: -9218435481530688141 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 98.02% OUTCOME ------- Status: SUCCESS Completed ticks: 1292 Passengers seated: 353/353 Average waiting ticks: 588.57 Longest waiting passenger: P280->34H(RIGHT) Longest waiting ticks: 1227 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 67 Regions dissolved: 3 Repeated reconstructions avoided: 67 Largest region lifetime: 37 Maximum simultaneous active regions: 2 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=37 Confirmation deferral ticks: 3 Regions reaching confirmation: 0 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2840 Maximum occupied tiles: 12 Seat events: 173 Single-blocker events: 46 Multiple-blocker events: 25 Temporary aisle reoccupations: 100 RIGHT AISLE ----------- Total moves: 3282 Maximum occupied tiles: 15 Seat events: 180 Single-blocker events: 51 Multiple-blocker events: 27 Temporary aisle reoccupations: 113 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 151 Reservations granted: 151 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7488 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9368 Total stationary ticks: 214158 Seat-event requests: 368 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 965 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 965 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 368\nPrecedence substitutions made: 9\nDependency chains followed: 9\nBlocked by waiting-row occupant: 9\nSubstituted events started: 10\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 48 SAME-ROW PROTECTED ADJACENCY VALIDATION ============================================================ Date/Time: 2026-07-17 10:24:07 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 4 Scenario seed: -9218435481530688141 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 98.02% OUTCOME ------- Status: SUCCESS Completed ticks: 1292 Passengers seated: 353/353 Average waiting ticks: 588.30 Longest waiting passenger: P280->34H(RIGHT) Longest waiting ticks: 1227 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 67 Regions dissolved: 3 Repeated reconstructions avoided: 67 Largest region lifetime: 37 Maximum simultaneous active regions: 2 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=37 Confirmation deferral ticks: 3 Regions reaching confirmation: 0 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2840 Maximum occupied tiles: 12 Seat events: 173 Single-blocker events: 46 Multiple-blocker events: 25 Temporary aisle reoccupations: 100 RIGHT AISLE ----------- Total moves: 3282 Maximum occupied tiles: 14 Seat events: 180 Single-blocker events: 51 Multiple-blocker events: 27 Temporary aisle reoccupations: 113 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 151 Reservations granted: 151 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7542 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9377 Total stationary ticks: 214076 Seat-event requests: 368 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 960 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 960 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 368\nPrecedence substitutions made: 9\nDependency chains followed: 9\nBlocked by waiting-row occupant: 9\nSubstituted events started: 10\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 48 SAME-ROW PROTECTED ADJACENCY VALIDATION ============================================================ Date/Time: 2026-07-17 10:24:07 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 4 Scenario seed: -9218435481530688141 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 98.02% OUTCOME ------- Status: SUCCESS Completed ticks: 1292 Passengers seated: 353/353 Average waiting ticks: 588.57 Longest waiting passenger: P280->34H(RIGHT) Longest waiting ticks: 1227 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 67 Regions dissolved: 3 Repeated reconstructions avoided: 67 Largest region lifetime: 37 Maximum simultaneous active regions: 2 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=37 Confirmation deferral ticks: 3 Regions reaching confirmation: 0 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2840 Maximum occupied tiles: 12 Seat events: 173 Single-blocker events: 46 Multiple-blocker events: 25 Temporary aisle reoccupations: 100 RIGHT AISLE ----------- Total moves: 3282 Maximum occupied tiles: 15 Seat events: 180 Single-blocker events: 51 Multiple-blocker events: 27 Temporary aisle reoccupations: 113 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 151 Reservations granted: 151 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7488 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9368 Total stationary ticks: 214158 Seat-event requests: 368 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 965 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 965 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 368\nPrecedence substitutions made: 9\nDependency chains followed: 9\nBlocked by waiting-row occupant: 9\nSubstituted events started: 10\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 48 SAME-ROW PROTECTED ADJACENCY VALIDATION ============================================================ Date/Time: 2026-07-17 10:24:07 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 5 Scenario seed: 18174656633749288 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 67.38% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2512 Passengers seated: 279/282 Average waiting ticks: 476.50 Longest waiting passenger: P97->29F(LEFT) Longest waiting ticks: 2454 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 0 Rejected cluster candidates: 1 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1577 Regions dissolved: 0 Repeated reconstructions avoided: 1577 Largest region lifetime: 1578 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1578:occupied=3 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1565 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2126 Maximum occupied tiles: 13 Seat events: 135 Single-blocker events: 34 Multiple-blocker events: 17 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 2204 Maximum occupied tiles: 12 Seat events: 144 Single-blocker events: 44 Multiple-blocker events: 14 Temporary aisle reoccupations: 72 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1669 Reservations granted: 1663 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5611 Longest unresolved passenger ID: 6 Longest unresolved row: 31 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P6(31D/LEFT) -> P60(31A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 6 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 11807 Total stationary ticks: 140764 Seat-event requests: 1859 Failed seat-event starts: 1580 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 60 Critical blocker identity: P60->31A(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P60(31A/LEFT/WAITING_FOR_SEAT_EVENT) P6(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1574 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 2 Critical blocker required yield tiles: 32|33 Critical blocker unavailable yield tiles: 33 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1574 Rear-boundary failures: 6 Middle-bank reservation failures: 6 Active-event deferrals: 732 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 32|33 Current unavailable yield tiles: 33 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1865\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 6\nOccupied-space rejections: 1578\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 48 SAME-ROW PROTECTED ADJACENCY VALIDATION ============================================================ Date/Time: 2026-07-17 10:24:07 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 5 Scenario seed: 18174656633749288 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 67.38% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2512 Passengers seated: 279/282 Average waiting ticks: 476.53 Longest waiting passenger: P97->29F(LEFT) Longest waiting ticks: 2454 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 0 Rejected cluster candidates: 1 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1577 Regions dissolved: 0 Repeated reconstructions avoided: 1577 Largest region lifetime: 1578 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1578:occupied=3 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1565 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2126 Maximum occupied tiles: 13 Seat events: 135 Single-blocker events: 34 Multiple-blocker events: 17 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 2204 Maximum occupied tiles: 12 Seat events: 144 Single-blocker events: 44 Multiple-blocker events: 14 Temporary aisle reoccupations: 72 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1669 Reservations granted: 1663 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5601 Longest unresolved passenger ID: 6 Longest unresolved row: 31 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P6(31D/LEFT) -> P60(31A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 6 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 11794 Total stationary ticks: 140761 Seat-event requests: 1859 Failed seat-event starts: 1580 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 60 Critical blocker identity: P60->31A(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P60(31A/LEFT/WAITING_FOR_SEAT_EVENT) P6(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1574 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 2 Critical blocker required yield tiles: 32|33 Critical blocker unavailable yield tiles: 33 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1574 Rear-boundary failures: 6 Middle-bank reservation failures: 6 Active-event deferrals: 731 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 32|33 Current unavailable yield tiles: 33 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1865\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 6\nOccupied-space rejections: 1578\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 48 SAME-ROW PROTECTED ADJACENCY VALIDATION ============================================================ Date/Time: 2026-07-17 10:24:07 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 5 Scenario seed: 18174656633749288 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 67.38% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2512 Passengers seated: 279/282 Average waiting ticks: 476.50 Longest waiting passenger: P97->29F(LEFT) Longest waiting ticks: 2454 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 0 Rejected cluster candidates: 1 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1577 Regions dissolved: 0 Repeated reconstructions avoided: 1577 Largest region lifetime: 1578 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1578:occupied=3 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1565 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2126 Maximum occupied tiles: 13 Seat events: 135 Single-blocker events: 34 Multiple-blocker events: 17 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 2204 Maximum occupied tiles: 12 Seat events: 144 Single-blocker events: 44 Multiple-blocker events: 14 Temporary aisle reoccupations: 72 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1669 Reservations granted: 1663 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5611 Longest unresolved passenger ID: 6 Longest unresolved row: 31 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P6(31D/LEFT) -> P60(31A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 6 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 11807 Total stationary ticks: 140764 Seat-event requests: 1859 Failed seat-event starts: 1580 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 60 Critical blocker identity: P60->31A(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P60(31A/LEFT/WAITING_FOR_SEAT_EVENT) P6(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1574 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 2 Critical blocker required yield tiles: 32|33 Critical blocker unavailable yield tiles: 33 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1574 Rear-boundary failures: 6 Middle-bank reservation failures: 6 Active-event deferrals: 732 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 32|33 Current unavailable yield tiles: 33 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1865\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 6\nOccupied-space rejections: 1578\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 48 SAME-ROW PROTECTED ADJACENCY VALIDATION ============================================================ Date/Time: 2026-07-17 10:24:07 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 6 Scenario seed: 531314812887669783 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 850 Passengers seated: 235/235 Average waiting ticks: 385.31 Longest waiting passenger: P27->24H(RIGHT) Longest waiting ticks: 799 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1658 Maximum occupied tiles: 11 Seat events: 116 Single-blocker events: 33 Multiple-blocker events: 7 Temporary aisle reoccupations: 50 RIGHT AISLE ----------- Total moves: 1741 Maximum occupied tiles: 13 Seat events: 119 Single-blocker events: 28 Multiple-blocker events: 15 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 136 Reservations granted: 128 Reservations denied/waited: 8 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4347 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5457 Total stationary ticks: 94158 Seat-event requests: 246 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 561 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 8 Active-event deferrals: 561 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 254\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 48 SAME-ROW PROTECTED ADJACENCY VALIDATION ============================================================ Date/Time: 2026-07-17 10:24:07 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 6 Scenario seed: 531314812887669783 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 850 Passengers seated: 235/235 Average waiting ticks: 385.31 Longest waiting passenger: P27->24H(RIGHT) Longest waiting ticks: 799 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1658 Maximum occupied tiles: 11 Seat events: 116 Single-blocker events: 33 Multiple-blocker events: 7 Temporary aisle reoccupations: 50 RIGHT AISLE ----------- Total moves: 1741 Maximum occupied tiles: 13 Seat events: 119 Single-blocker events: 28 Multiple-blocker events: 15 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 136 Reservations granted: 128 Reservations denied/waited: 8 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4347 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5457 Total stationary ticks: 94158 Seat-event requests: 246 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 561 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 8 Active-event deferrals: 561 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 254\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 48 SAME-ROW PROTECTED ADJACENCY VALIDATION ============================================================ Date/Time: 2026-07-17 10:24:07 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 6 Scenario seed: 531314812887669783 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 850 Passengers seated: 235/235 Average waiting ticks: 385.31 Longest waiting passenger: P27->24H(RIGHT) Longest waiting ticks: 799 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1658 Maximum occupied tiles: 11 Seat events: 116 Single-blocker events: 33 Multiple-blocker events: 7 Temporary aisle reoccupations: 50 RIGHT AISLE ----------- Total moves: 1741 Maximum occupied tiles: 13 Seat events: 119 Single-blocker events: 28 Multiple-blocker events: 15 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 136 Reservations granted: 128 Reservations denied/waited: 8 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4347 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5457 Total stationary ticks: 94158 Seat-event requests: 246 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 561 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 8 Active-event deferrals: 561 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 254\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 48 SAME-ROW PROTECTED ADJACENCY VALIDATION ============================================================ Date/Time: 2026-07-17 10:24:07 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 7 Scenario seed: -6701040943463011102 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 59.49% Aisle-assignment balance: 99.72% OUTCOME ------- Status: SUCCESS Completed ticks: 1240 Passengers seated: 353/353 Average waiting ticks: 582.62 Longest waiting passenger: P329->5A(LEFT) Longest waiting ticks: 1189 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 4 Selected release potential total: 6 Last cluster decision: RIGHT:tiles18-20:occupied=3:anchor=P114:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 48 Regions dissolved: 3 Repeated reconstructions avoided: 48 Largest region lifetime: 29 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=11 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3105 Maximum occupied tiles: 14 Seat events: 177 Single-blocker events: 48 Multiple-blocker events: 31 Temporary aisle reoccupations: 112 RIGHT AISLE ----------- Total moves: 3073 Maximum occupied tiles: 13 Seat events: 176 Single-blocker events: 53 Multiple-blocker events: 17 Temporary aisle reoccupations: 92 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 158 Reservations granted: 154 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7810 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9782 Total stationary ticks: 212501 Seat-event requests: 377 Failed seat-event starts: 24 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 941 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 23 Rear-boundary failures: 1 Middle-bank reservation failures: 4 Active-event deferrals: 941 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 379\nPrecedence substitutions made: 2\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 32\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 48 SAME-ROW PROTECTED ADJACENCY VALIDATION ============================================================ Date/Time: 2026-07-17 10:24:07 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 7 Scenario seed: -6701040943463011102 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 59.49% Aisle-assignment balance: 99.72% OUTCOME ------- Status: SUCCESS Completed ticks: 1240 Passengers seated: 353/353 Average waiting ticks: 582.61 Longest waiting passenger: P329->5A(LEFT) Longest waiting ticks: 1189 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 4 Selected release potential total: 6 Last cluster decision: RIGHT:tiles18-20:occupied=3:anchor=P114:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 48 Regions dissolved: 3 Repeated reconstructions avoided: 48 Largest region lifetime: 29 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=11 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3105 Maximum occupied tiles: 14 Seat events: 177 Single-blocker events: 48 Multiple-blocker events: 31 Temporary aisle reoccupations: 112 RIGHT AISLE ----------- Total moves: 3073 Maximum occupied tiles: 13 Seat events: 176 Single-blocker events: 53 Multiple-blocker events: 17 Temporary aisle reoccupations: 92 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 158 Reservations granted: 154 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7825 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9791 Total stationary ticks: 212505 Seat-event requests: 376 Failed seat-event starts: 23 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 943 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 23 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 943 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 378\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 48 SAME-ROW PROTECTED ADJACENCY VALIDATION ============================================================ Date/Time: 2026-07-17 10:24:07 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 7 Scenario seed: -6701040943463011102 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 59.49% Aisle-assignment balance: 99.72% OUTCOME ------- Status: SUCCESS Completed ticks: 1240 Passengers seated: 353/353 Average waiting ticks: 582.62 Longest waiting passenger: P329->5A(LEFT) Longest waiting ticks: 1189 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 4 Selected release potential total: 6 Last cluster decision: RIGHT:tiles18-20:occupied=3:anchor=P114:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 48 Regions dissolved: 3 Repeated reconstructions avoided: 48 Largest region lifetime: 29 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=11 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3105 Maximum occupied tiles: 14 Seat events: 177 Single-blocker events: 48 Multiple-blocker events: 31 Temporary aisle reoccupations: 112 RIGHT AISLE ----------- Total moves: 3073 Maximum occupied tiles: 13 Seat events: 176 Single-blocker events: 53 Multiple-blocker events: 17 Temporary aisle reoccupations: 92 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 158 Reservations granted: 154 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7815 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9784 Total stationary ticks: 212503 Seat-event requests: 376 Failed seat-event starts: 23 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 942 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 23 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 942 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 378\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 48 SAME-ROW PROTECTED ADJACENCY VALIDATION ============================================================ Date/Time: 2026-07-17 10:24:07 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 8 Scenario seed: 3811266483724439093 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 98.58% OUTCOME ------- Status: SUCCESS Completed ticks: 1013 Passengers seated: 282/282 Average waiting ticks: 461.68 Longest waiting passenger: P131->10B(LEFT) Longest waiting ticks: 957 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 4 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 6 Selected release potential total: 7 Last cluster decision: LEFT:tiles22-25:occupied=3:anchor=P257:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 57 Regions dissolved: 2 Repeated reconstructions avoided: 57 Largest region lifetime: 49 Maximum simultaneous active regions: 2 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=49 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2211 Maximum occupied tiles: 13 Seat events: 143 Single-blocker events: 41 Multiple-blocker events: 18 Temporary aisle reoccupations: 77 RIGHT AISLE ----------- Total moves: 2150 Maximum occupied tiles: 13 Seat events: 139 Single-blocker events: 37 Multiple-blocker events: 13 Temporary aisle reoccupations: 63 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 95 Reservations granted: 95 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5599 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7192 Total stationary ticks: 134990 Seat-event requests: 300 Failed seat-event starts: 18 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 818 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 18 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 818 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 48 SAME-ROW PROTECTED ADJACENCY VALIDATION ============================================================ Date/Time: 2026-07-17 10:24:07 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 8 Scenario seed: 3811266483724439093 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 98.58% OUTCOME ------- Status: SUCCESS Completed ticks: 1013 Passengers seated: 282/282 Average waiting ticks: 461.77 Longest waiting passenger: P131->10B(LEFT) Longest waiting ticks: 957 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 3 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 6 Selected release potential total: 4 Last cluster decision: LEFT:tiles1-8:occupied=6:anchor=P129:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 43 Regions dissolved: 1 Repeated reconstructions avoided: 43 Largest region lifetime: 44 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=44 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2211 Maximum occupied tiles: 13 Seat events: 143 Single-blocker events: 41 Multiple-blocker events: 18 Temporary aisle reoccupations: 77 RIGHT AISLE ----------- Total moves: 2150 Maximum occupied tiles: 13 Seat events: 139 Single-blocker events: 37 Multiple-blocker events: 13 Temporary aisle reoccupations: 63 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 95 Reservations granted: 95 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5589 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7168 Total stationary ticks: 134981 Seat-event requests: 295 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 836 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 836 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 294\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 48 SAME-ROW PROTECTED ADJACENCY VALIDATION ============================================================ Date/Time: 2026-07-17 10:24:07 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 8 Scenario seed: 3811266483724439093 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 98.58% OUTCOME ------- Status: SUCCESS Completed ticks: 1013 Passengers seated: 282/282 Average waiting ticks: 461.79 Longest waiting passenger: P131->10B(LEFT) Longest waiting ticks: 957 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 3 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 6 Selected release potential total: 4 Last cluster decision: LEFT:tiles1-8:occupied=6:anchor=P129:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 43 Regions dissolved: 1 Repeated reconstructions avoided: 43 Largest region lifetime: 44 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=44 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2211 Maximum occupied tiles: 13 Seat events: 143 Single-blocker events: 41 Multiple-blocker events: 18 Temporary aisle reoccupations: 77 RIGHT AISLE ----------- Total moves: 2150 Maximum occupied tiles: 13 Seat events: 139 Single-blocker events: 37 Multiple-blocker events: 13 Temporary aisle reoccupations: 63 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 95 Reservations granted: 95 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5569 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7170 Total stationary ticks: 134983 Seat-event requests: 295 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 837 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 837 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 294\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 48 SAME-ROW PROTECTED ADJACENCY VALIDATION ============================================================ Date/Time: 2026-07-17 10:24:07 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 9 Scenario seed: -3814949503416810644 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 88.51% OUTCOME ------- Status: SUCCESS Completed ticks: 920 Passengers seated: 235/235 Average waiting ticks: 387.24 Longest waiting passenger: P132->17C(LEFT) Longest waiting ticks: 882 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 7 Regions dissolved: 1 Repeated reconstructions avoided: 7 Largest region lifetime: 8 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=8 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1955 Maximum occupied tiles: 12 Seat events: 131 Single-blocker events: 35 Multiple-blocker events: 19 Temporary aisle reoccupations: 75 RIGHT AISLE ----------- Total moves: 1429 Maximum occupied tiles: 13 Seat events: 104 Single-blocker events: 27 Multiple-blocker events: 7 Temporary aisle reoccupations: 43 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 125 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4542 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5649 Total stationary ticks: 94882 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 502 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 502 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 48 SAME-ROW PROTECTED ADJACENCY VALIDATION ============================================================ Date/Time: 2026-07-17 10:24:07 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 9 Scenario seed: -3814949503416810644 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 88.51% OUTCOME ------- Status: SUCCESS Completed ticks: 920 Passengers seated: 235/235 Average waiting ticks: 387.29 Longest waiting passenger: P132->17C(LEFT) Longest waiting ticks: 882 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1955 Maximum occupied tiles: 12 Seat events: 131 Single-blocker events: 35 Multiple-blocker events: 19 Temporary aisle reoccupations: 75 RIGHT AISLE ----------- Total moves: 1429 Maximum occupied tiles: 13 Seat events: 104 Single-blocker events: 27 Multiple-blocker events: 7 Temporary aisle reoccupations: 43 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 125 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4542 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5628 Total stationary ticks: 94876 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 499 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 499 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 48 SAME-ROW PROTECTED ADJACENCY VALIDATION ============================================================ Date/Time: 2026-07-17 10:24:07 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 9 Scenario seed: -3814949503416810644 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 88.51% OUTCOME ------- Status: SUCCESS Completed ticks: 920 Passengers seated: 235/235 Average waiting ticks: 387.24 Longest waiting passenger: P132->17C(LEFT) Longest waiting ticks: 882 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 7 Regions dissolved: 1 Repeated reconstructions avoided: 7 Largest region lifetime: 8 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=8 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1955 Maximum occupied tiles: 12 Seat events: 131 Single-blocker events: 35 Multiple-blocker events: 19 Temporary aisle reoccupations: 75 RIGHT AISLE ----------- Total moves: 1429 Maximum occupied tiles: 13 Seat events: 104 Single-blocker events: 27 Multiple-blocker events: 7 Temporary aisle reoccupations: 43 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 125 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4542 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5649 Total stationary ticks: 94882 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 502 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 502 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 48 SAME-ROW PROTECTED ADJACENCY VALIDATION ============================================================ Date/Time: 2026-07-17 10:24:07 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 10 Scenario seed: 139157955229496041 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.16% OUTCOME ------- Status: SUCCESS Completed ticks: 1007 Passengers seated: 282/282 Average waiting ticks: 461.02 Longest waiting passenger: P176->9H(RIGHT) Longest waiting ticks: 961 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2150 Maximum occupied tiles: 12 Seat events: 137 Single-blocker events: 47 Multiple-blocker events: 9 Temporary aisle reoccupations: 65 RIGHT AISLE ----------- Total moves: 2221 Maximum occupied tiles: 14 Seat events: 145 Single-blocker events: 39 Multiple-blocker events: 13 Temporary aisle reoccupations: 65 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 98 Reservations granted: 98 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5774 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7193 Total stationary ticks: 134982 Seat-event requests: 288 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 717 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 717 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 288\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 48 SAME-ROW PROTECTED ADJACENCY VALIDATION ============================================================ Date/Time: 2026-07-17 10:24:07 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 10 Scenario seed: 139157955229496041 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.16% OUTCOME ------- Status: SUCCESS Completed ticks: 1007 Passengers seated: 282/282 Average waiting ticks: 461.05 Longest waiting passenger: P176->9H(RIGHT) Longest waiting ticks: 961 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 3 Regions dissolved: 1 Repeated reconstructions avoided: 3 Largest region lifetime: 4 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=4 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2150 Maximum occupied tiles: 12 Seat events: 137 Single-blocker events: 47 Multiple-blocker events: 9 Temporary aisle reoccupations: 65 RIGHT AISLE ----------- Total moves: 2221 Maximum occupied tiles: 14 Seat events: 145 Single-blocker events: 39 Multiple-blocker events: 13 Temporary aisle reoccupations: 65 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 98 Reservations granted: 98 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5769 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7214 Total stationary ticks: 134988 Seat-event requests: 289 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 731 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 731 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 289\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 6\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 48 SAME-ROW PROTECTED ADJACENCY VALIDATION ============================================================ Date/Time: 2026-07-17 10:24:07 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 10 Scenario seed: 139157955229496041 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.16% OUTCOME ------- Status: SUCCESS Completed ticks: 1007 Passengers seated: 282/282 Average waiting ticks: 461.02 Longest waiting passenger: P176->9H(RIGHT) Longest waiting ticks: 961 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2150 Maximum occupied tiles: 12 Seat events: 137 Single-blocker events: 47 Multiple-blocker events: 9 Temporary aisle reoccupations: 65 RIGHT AISLE ----------- Total moves: 2221 Maximum occupied tiles: 14 Seat events: 145 Single-blocker events: 39 Multiple-blocker events: 13 Temporary aisle reoccupations: 65 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 98 Reservations granted: 98 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5774 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7193 Total stationary ticks: 134982 Seat-event requests: 288 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 717 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 717 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 288\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 48 SAME-ROW PROTECTED ADJACENCY VALIDATION ============================================================ Date/Time: 2026-07-17 10:24:07 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 11 Scenario seed: 7426425998591461158 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 98.58% OUTCOME ------- Status: SUCCESS Completed ticks: 1038 Passengers seated: 282/282 Average waiting ticks: 476.24 Longest waiting passenger: P52->30I(RIGHT) Longest waiting ticks: 975 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2266 Maximum occupied tiles: 12 Seat events: 139 Single-blocker events: 35 Multiple-blocker events: 14 Temporary aisle reoccupations: 63 RIGHT AISLE ----------- Total moves: 2145 Maximum occupied tiles: 11 Seat events: 143 Single-blocker events: 45 Multiple-blocker events: 13 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 106 Reservations granted: 97 Reservations denied/waited: 9 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5223 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6329 Total stationary ticks: 138530 Seat-event requests: 288 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 591 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 9 Active-event deferrals: 591 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 48 SAME-ROW PROTECTED ADJACENCY VALIDATION ============================================================ Date/Time: 2026-07-17 10:24:07 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 11 Scenario seed: 7426425998591461158 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 98.58% OUTCOME ------- Status: SUCCESS Completed ticks: 1038 Passengers seated: 282/282 Average waiting ticks: 475.94 Longest waiting passenger: P52->30I(RIGHT) Longest waiting ticks: 975 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2266 Maximum occupied tiles: 12 Seat events: 139 Single-blocker events: 35 Multiple-blocker events: 14 Temporary aisle reoccupations: 63 RIGHT AISLE ----------- Total moves: 2145 Maximum occupied tiles: 11 Seat events: 143 Single-blocker events: 45 Multiple-blocker events: 13 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 107 Reservations granted: 97 Reservations denied/waited: 10 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5300 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6395 Total stationary ticks: 138513 Seat-event requests: 288 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 590 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 10 Active-event deferrals: 590 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 48 SAME-ROW PROTECTED ADJACENCY VALIDATION ============================================================ Date/Time: 2026-07-17 10:24:07 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 11 Scenario seed: 7426425998591461158 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 98.58% OUTCOME ------- Status: SUCCESS Completed ticks: 1038 Passengers seated: 282/282 Average waiting ticks: 476.24 Longest waiting passenger: P52->30I(RIGHT) Longest waiting ticks: 975 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2266 Maximum occupied tiles: 12 Seat events: 139 Single-blocker events: 35 Multiple-blocker events: 14 Temporary aisle reoccupations: 63 RIGHT AISLE ----------- Total moves: 2145 Maximum occupied tiles: 11 Seat events: 143 Single-blocker events: 45 Multiple-blocker events: 13 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 106 Reservations granted: 97 Reservations denied/waited: 9 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5223 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6329 Total stationary ticks: 138530 Seat-event requests: 288 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 591 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 9 Active-event deferrals: 591 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 48 SAME-ROW PROTECTED ADJACENCY VALIDATION ============================================================ Date/Time: 2026-07-17 10:24:07 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 12 Scenario seed: -8295871527466017660 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1048 Passengers seated: 282/282 Average waiting ticks: 462.85 Longest waiting passenger: P112->16G(RIGHT) Longest waiting ticks: 986 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1973 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 34 Multiple-blocker events: 12 Temporary aisle reoccupations: 58 RIGHT AISLE ----------- Total moves: 2397 Maximum occupied tiles: 13 Seat events: 148 Single-blocker events: 38 Multiple-blocker events: 22 Temporary aisle reoccupations: 82 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 100 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5834 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7362 Total stationary ticks: 135618 Seat-event requests: 296 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 719 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 719 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 48 SAME-ROW PROTECTED ADJACENCY VALIDATION ============================================================ Date/Time: 2026-07-17 10:24:07 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 12 Scenario seed: -8295871527466017660 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1048 Passengers seated: 282/282 Average waiting ticks: 462.75 Longest waiting passenger: P112->16G(RIGHT) Longest waiting ticks: 986 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1973 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 33 Multiple-blocker events: 13 Temporary aisle reoccupations: 59 RIGHT AISLE ----------- Total moves: 2397 Maximum occupied tiles: 13 Seat events: 148 Single-blocker events: 37 Multiple-blocker events: 22 Temporary aisle reoccupations: 81 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 103 Reservations granted: 100 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5884 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7386 Total stationary ticks: 135627 Seat-event requests: 296 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 709 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 709 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 299\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 48 SAME-ROW PROTECTED ADJACENCY VALIDATION ============================================================ Date/Time: 2026-07-17 10:24:07 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 12 Scenario seed: -8295871527466017660 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1048 Passengers seated: 282/282 Average waiting ticks: 462.89 Longest waiting passenger: P112->16G(RIGHT) Longest waiting ticks: 986 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1973 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 33 Multiple-blocker events: 13 Temporary aisle reoccupations: 59 RIGHT AISLE ----------- Total moves: 2397 Maximum occupied tiles: 13 Seat events: 148 Single-blocker events: 37 Multiple-blocker events: 22 Temporary aisle reoccupations: 81 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 103 Reservations granted: 100 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5839 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7338 Total stationary ticks: 135614 Seat-event requests: 296 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 713 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 713 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 299\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 48 SAME-ROW PROTECTED ADJACENCY VALIDATION ============================================================ Date/Time: 2026-07-17 10:24:08 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 13 Scenario seed: -8055353810995374288 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 93.62% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2323 Passengers seated: 224/235 Average waiting ticks: 409.51 Longest waiting passenger: P1->20F(LEFT) Longest waiting ticks: 2289 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 8 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 8 Selected release potential total: 0 Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1529 Regions dissolved: 2 Repeated reconstructions avoided: 1529 Largest region lifetime: 1491 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1491:occupied=8 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1481 State changes reopening evaluation: 7 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1819 Maximum occupied tiles: 12 Seat events: 114 Single-blocker events: 31 Multiple-blocker events: 11 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 1515 Maximum occupied tiles: 13 Seat events: 110 Single-blocker events: 29 Multiple-blocker events: 9 Temporary aisle reoccupations: 50 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1619 Reservations granted: 1619 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 9 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 13720 Longest unresolved passenger ID: 229 Longest unresolved row: 29 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 8 Longest dependency chain: P83(30C/LEFT) -> P160(27E/LEFT) -> P192(23B/LEFT) -> P0(18C/LEFT) -> P87(20B/LEFT) -> P125(27B/LEFT) -> P165(28D/LEFT) -> P1(20F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 83 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 9 Total blocked ticks: 21330 Total stationary ticks: 112907 Seat-event requests: 1731 Failed seat-event starts: 1507 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 1 Critical blocker identity: P1->20F(LEFT) Direct fan-out: 1 Total indirect descendants: 7 Critical tree size including blocker: 8 Critical tree depth: 8 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 11 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P1(20F/LEFT/WAITING_FOR_SEAT_EVENT) P165(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P125(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P87(20B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P0(18C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P192(23B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P160(27E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P83(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1507 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 21|22|23 Critical blocker unavailable yield tiles: 23 Critical blocker yield-tile occupants: 166 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1507 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 476 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 3 Yield-occupant trace: yieldOccupant[166]: P166(30E/LEFT/MOVING_IN_AISLE@tile23) -> P229(29C/LEFT/MOVING_IN_AISLE@tile24) -> P103(25C/LEFT/WAITING_AT_ROW@tile25) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P103->25C(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P166{seat=30E,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=23,directBlocker=229,lastMoveTick=816,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 21|22|23 Current unavailable yield tiles: 23 Current yield-tile occupants: 166 Final row-event chain: 1|166|229|103 Final row-event chain length: 4 Distinct row events in chain: 4 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1731\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 5\nOccupied-space rejections: 1511\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 48 SAME-ROW PROTECTED ADJACENCY VALIDATION ============================================================ Date/Time: 2026-07-17 10:24:08 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 13 Scenario seed: -8055353810995374288 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 93.62% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2323 Passengers seated: 224/235 Average waiting ticks: 409.60 Longest waiting passenger: P1->20F(LEFT) Longest waiting ticks: 2289 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 8 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 8 Selected release potential total: 0 Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1529 Regions dissolved: 2 Repeated reconstructions avoided: 1529 Largest region lifetime: 1491 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1491:occupied=8 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1481 State changes reopening evaluation: 7 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1819 Maximum occupied tiles: 12 Seat events: 114 Single-blocker events: 31 Multiple-blocker events: 11 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 1515 Maximum occupied tiles: 13 Seat events: 110 Single-blocker events: 29 Multiple-blocker events: 9 Temporary aisle reoccupations: 50 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1619 Reservations granted: 1619 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 9 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 13711 Longest unresolved passenger ID: 229 Longest unresolved row: 29 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 8 Longest dependency chain: P83(30C/LEFT) -> P160(27E/LEFT) -> P192(23B/LEFT) -> P0(18C/LEFT) -> P87(20B/LEFT) -> P125(27B/LEFT) -> P165(28D/LEFT) -> P1(20F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 83 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 9 Total blocked ticks: 21335 Total stationary ticks: 112908 Seat-event requests: 1731 Failed seat-event starts: 1507 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 1 Critical blocker identity: P1->20F(LEFT) Direct fan-out: 1 Total indirect descendants: 7 Critical tree size including blocker: 8 Critical tree depth: 8 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 11 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P1(20F/LEFT/WAITING_FOR_SEAT_EVENT) P165(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P125(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P87(20B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P0(18C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P192(23B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P160(27E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P83(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1507 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 21|22|23 Critical blocker unavailable yield tiles: 23 Critical blocker yield-tile occupants: 166 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1507 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 497 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 3 Yield-occupant trace: yieldOccupant[166]: P166(30E/LEFT/MOVING_IN_AISLE@tile23) -> P229(29C/LEFT/MOVING_IN_AISLE@tile24) -> P103(25C/LEFT/WAITING_AT_ROW@tile25) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P103->25C(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P166{seat=30E,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=23,directBlocker=229,lastMoveTick=823,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 21|22|23 Current unavailable yield tiles: 23 Current yield-tile occupants: 166 Final row-event chain: 1|166|229|103 Final row-event chain length: 4 Distinct row events in chain: 4 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1731\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 5\nOccupied-space rejections: 1511\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 48 SAME-ROW PROTECTED ADJACENCY VALIDATION ============================================================ Date/Time: 2026-07-17 10:24:08 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 13 Scenario seed: -8055353810995374288 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 93.62% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2323 Passengers seated: 224/235 Average waiting ticks: 409.60 Longest waiting passenger: P1->20F(LEFT) Longest waiting ticks: 2289 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 8 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 8 Selected release potential total: 0 Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1529 Regions dissolved: 2 Repeated reconstructions avoided: 1529 Largest region lifetime: 1491 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1491:occupied=8 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1481 State changes reopening evaluation: 7 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1819 Maximum occupied tiles: 12 Seat events: 114 Single-blocker events: 31 Multiple-blocker events: 11 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 1515 Maximum occupied tiles: 13 Seat events: 110 Single-blocker events: 29 Multiple-blocker events: 9 Temporary aisle reoccupations: 50 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1619 Reservations granted: 1619 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 9 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 13711 Longest unresolved passenger ID: 229 Longest unresolved row: 29 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 8 Longest dependency chain: P83(30C/LEFT) -> P160(27E/LEFT) -> P192(23B/LEFT) -> P0(18C/LEFT) -> P87(20B/LEFT) -> P125(27B/LEFT) -> P165(28D/LEFT) -> P1(20F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 83 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 9 Total blocked ticks: 21335 Total stationary ticks: 112908 Seat-event requests: 1731 Failed seat-event starts: 1507 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 1 Critical blocker identity: P1->20F(LEFT) Direct fan-out: 1 Total indirect descendants: 7 Critical tree size including blocker: 8 Critical tree depth: 8 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 11 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P1(20F/LEFT/WAITING_FOR_SEAT_EVENT) P165(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P125(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P87(20B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P0(18C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P192(23B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P160(27E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P83(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1507 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 21|22|23 Critical blocker unavailable yield tiles: 23 Critical blocker yield-tile occupants: 166 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1507 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 497 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 3 Yield-occupant trace: yieldOccupant[166]: P166(30E/LEFT/MOVING_IN_AISLE@tile23) -> P229(29C/LEFT/MOVING_IN_AISLE@tile24) -> P103(25C/LEFT/WAITING_AT_ROW@tile25) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P103->25C(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P166{seat=30E,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=23,directBlocker=229,lastMoveTick=823,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 21|22|23 Current unavailable yield tiles: 23 Current yield-tile occupants: 166 Final row-event chain: 1|166|229|103 Final row-event chain length: 4 Distinct row events in chain: 4 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1731\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 5\nOccupied-space rejections: 1511\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 48 SAME-ROW PROTECTED ADJACENCY VALIDATION ============================================================ Date/Time: 2026-07-17 10:24:08 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 14 Scenario seed: -457221805872256975 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 99.15% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2754 Passengers seated: 350/353 Average waiting ticks: 592.43 Longest waiting passenger: P342->34J(RIGHT) Longest waiting ticks: 2674 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 4 Cluster candidates evaluated: 5 Executable cluster candidates: 2 Rejected cluster candidates: 3 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 4 Selected release potential total: 5 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1576 Regions dissolved: 2 Repeated reconstructions avoided: 1576 Largest region lifetime: 1549 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1549:occupied=3 Confirmation deferral ticks: 6 Regions reaching confirmation: 3 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1539 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3091 Maximum occupied tiles: 13 Seat events: 178 Single-blocker events: 53 Multiple-blocker events: 20 Temporary aisle reoccupations: 97 RIGHT AISLE ----------- Total moves: 3066 Maximum occupied tiles: 14 Seat events: 172 Single-blocker events: 47 Multiple-blocker events: 21 Temporary aisle reoccupations: 89 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 155 Reservations granted: 152 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7560 Longest unresolved passenger ID: 32 Longest unresolved row: 34 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P32(34D/RIGHT) -> P342(34J/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 32 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 14220 Total stationary ticks: 217253 Seat-event requests: 1935 Failed seat-event starts: 1585 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 342 Critical blocker identity: P342->34J(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P342(34J/RIGHT/WAITING_FOR_SEAT_EVENT) P32(34D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1585 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 35|36 Critical blocker unavailable yield tiles: 36 Critical blocker yield-tile occupants: 54 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1585 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 991 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[54]: P54(36E/RIGHT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P54->36E(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P54{seat=36E,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=1164,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 35|36 Current unavailable yield tiles: 36 Current yield-tile occupants: 54 Final row-event chain: 342|54 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1936\nPrecedence substitutions made: 3\nDependency chains followed: 1563\nBlocked by waiting-row occupant: 1563\nSubstituted events started: 7\nOccupied-space rejections: 1589\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 48 SAME-ROW PROTECTED ADJACENCY VALIDATION ============================================================ Date/Time: 2026-07-17 10:24:08 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 14 Scenario seed: -457221805872256975 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 99.15% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2754 Passengers seated: 348/353 Average waiting ticks: 588.02 Longest waiting passenger: P208->36I(RIGHT) Longest waiting ticks: 2688 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 5 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 5 Selected release potential total: 5 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1636 Regions dissolved: 2 Repeated reconstructions avoided: 1636 Largest region lifetime: 1609 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1609:occupied=5 Confirmation deferral ticks: 5 Regions reaching confirmation: 3 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1569 State changes reopening evaluation: 3 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3091 Maximum occupied tiles: 13 Seat events: 178 Single-blocker events: 53 Multiple-blocker events: 20 Temporary aisle reoccupations: 97 RIGHT AISLE ----------- Total moves: 3061 Maximum occupied tiles: 13 Seat events: 170 Single-blocker events: 46 Multiple-blocker events: 20 Temporary aisle reoccupations: 86 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 155 Reservations granted: 152 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 4 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7410 Longest unresolved passenger ID: 283 Longest unresolved row: 36 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 5 Longest dependency chain: P32(34D/RIGHT) -> P342(34J/RIGHT) -> P54(36E/RIGHT) -> P283(36J/RIGHT) -> P208(36I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 32 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 4 Total blocked ticks: 17344 Total stationary ticks: 220392 Seat-event requests: 1956 Failed seat-event starts: 1608 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 208 Critical blocker identity: P208->36I(RIGHT) Direct fan-out: 1 Total indirect descendants: 4 Critical tree size including blocker: 5 Critical tree depth: 5 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P208(36I/RIGHT/WAITING_FOR_SEAT_EVENT) P283(36J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P54(36E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P342(34J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P32(34D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1583 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 1 Critical blocker required yield tiles: 37 Critical blocker unavailable yield tiles: 37 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 25 Rear-boundary failures: 1583 Middle-bank reservation failures: 3 Active-event deferrals: 975 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 1 Current required yield tiles: 37 Current unavailable yield tiles: 37 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1957\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 7\nOccupied-space rejections: 29\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 48 SAME-ROW PROTECTED ADJACENCY VALIDATION ============================================================ Date/Time: 2026-07-17 10:24:08 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 14 Scenario seed: -457221805872256975 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 99.15% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2754 Passengers seated: 350/353 Average waiting ticks: 592.43 Longest waiting passenger: P342->34J(RIGHT) Longest waiting ticks: 2674 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 4 Cluster candidates evaluated: 5 Executable cluster candidates: 2 Rejected cluster candidates: 3 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 4 Selected release potential total: 5 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1576 Regions dissolved: 2 Repeated reconstructions avoided: 1576 Largest region lifetime: 1549 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1549:occupied=3 Confirmation deferral ticks: 6 Regions reaching confirmation: 3 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1539 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3091 Maximum occupied tiles: 13 Seat events: 178 Single-blocker events: 53 Multiple-blocker events: 20 Temporary aisle reoccupations: 97 RIGHT AISLE ----------- Total moves: 3066 Maximum occupied tiles: 14 Seat events: 172 Single-blocker events: 47 Multiple-blocker events: 21 Temporary aisle reoccupations: 89 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 155 Reservations granted: 152 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7560 Longest unresolved passenger ID: 32 Longest unresolved row: 34 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P32(34D/RIGHT) -> P342(34J/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 32 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 14220 Total stationary ticks: 217253 Seat-event requests: 1935 Failed seat-event starts: 1585 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 342 Critical blocker identity: P342->34J(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P342(34J/RIGHT/WAITING_FOR_SEAT_EVENT) P32(34D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1585 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 35|36 Critical blocker unavailable yield tiles: 36 Critical blocker yield-tile occupants: 54 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1585 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 991 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[54]: P54(36E/RIGHT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P54->36E(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P54{seat=36E,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=1164,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 35|36 Current unavailable yield tiles: 36 Current yield-tile occupants: 54 Final row-event chain: 342|54 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1936\nPrecedence substitutions made: 3\nDependency chains followed: 1563\nBlocked by waiting-row occupant: 1563\nSubstituted events started: 7\nOccupied-space rejections: 1589\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 48 SAME-ROW PROTECTED ADJACENCY VALIDATION ============================================================ Date/Time: 2026-07-17 10:24:08 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 15 Scenario seed: 4062907901791905793 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 997 Passengers seated: 282/282 Average waiting ticks: 460.21 Longest waiting passenger: P9->22G(RIGHT) Longest waiting ticks: 933 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 3 Cluster candidates evaluated: 3 Executable cluster candidates: 2 Rejected cluster candidates: 1 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 7 Selected release potential total: 10 Last cluster decision: RIGHT:tiles11-17:occupied=5:anchor=P65:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 50 Regions dissolved: 1 Repeated reconstructions avoided: 50 Largest region lifetime: 51 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=51 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2233 Maximum occupied tiles: 11 Seat events: 140 Single-blocker events: 35 Multiple-blocker events: 12 Temporary aisle reoccupations: 59 RIGHT AISLE ----------- Total moves: 2129 Maximum occupied tiles: 13 Seat events: 142 Single-blocker events: 44 Multiple-blocker events: 18 Temporary aisle reoccupations: 80 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 93 Reservations granted: 93 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5878 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7413 Total stationary ticks: 134982 Seat-event requests: 294 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 679 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 679 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 6\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 48 SAME-ROW PROTECTED ADJACENCY VALIDATION ============================================================ Date/Time: 2026-07-17 10:24:08 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 15 Scenario seed: 4062907901791905793 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 997 Passengers seated: 282/282 Average waiting ticks: 460.20 Longest waiting passenger: P9->22G(RIGHT) Longest waiting ticks: 933 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 3 Cluster candidates evaluated: 3 Executable cluster candidates: 2 Rejected cluster candidates: 1 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 7 Selected release potential total: 10 Last cluster decision: RIGHT:tiles11-17:occupied=5:anchor=P65:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 50 Regions dissolved: 1 Repeated reconstructions avoided: 50 Largest region lifetime: 51 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=51 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2233 Maximum occupied tiles: 11 Seat events: 140 Single-blocker events: 35 Multiple-blocker events: 12 Temporary aisle reoccupations: 59 RIGHT AISLE ----------- Total moves: 2129 Maximum occupied tiles: 13 Seat events: 142 Single-blocker events: 44 Multiple-blocker events: 18 Temporary aisle reoccupations: 80 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 93 Reservations granted: 93 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5878 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7406 Total stationary ticks: 134980 Seat-event requests: 294 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 673 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 673 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 6\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 48 SAME-ROW PROTECTED ADJACENCY VALIDATION ============================================================ Date/Time: 2026-07-17 10:24:08 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 15 Scenario seed: 4062907901791905793 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 997 Passengers seated: 282/282 Average waiting ticks: 460.20 Longest waiting passenger: P9->22G(RIGHT) Longest waiting ticks: 933 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 3 Cluster candidates evaluated: 3 Executable cluster candidates: 2 Rejected cluster candidates: 1 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 7 Selected release potential total: 10 Last cluster decision: RIGHT:tiles11-17:occupied=5:anchor=P65:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 50 Regions dissolved: 1 Repeated reconstructions avoided: 50 Largest region lifetime: 51 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=51 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2233 Maximum occupied tiles: 11 Seat events: 140 Single-blocker events: 35 Multiple-blocker events: 12 Temporary aisle reoccupations: 59 RIGHT AISLE ----------- Total moves: 2129 Maximum occupied tiles: 13 Seat events: 142 Single-blocker events: 44 Multiple-blocker events: 18 Temporary aisle reoccupations: 80 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 93 Reservations granted: 93 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5878 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7406 Total stationary ticks: 134980 Seat-event requests: 294 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 673 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 673 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 6\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 48 SAME-ROW PROTECTED ADJACENCY VALIDATION ============================================================ Date/Time: 2026-07-17 10:24:08 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 16 Scenario seed: -8950795278425470047 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 93.62% OUTCOME ------- Status: SUCCESS Completed ticks: 871 Passengers seated: 235/235 Average waiting ticks: 383.03 Longest waiting passenger: P128->5B(LEFT) Longest waiting ticks: 818 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1858 Maximum occupied tiles: 11 Seat events: 125 Single-blocker events: 33 Multiple-blocker events: 11 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1550 Maximum occupied tiles: 11 Seat events: 110 Single-blocker events: 25 Multiple-blocker events: 11 Temporary aisle reoccupations: 48 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 129 Reservations granted: 127 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4307 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5477 Total stationary ticks: 93689 Seat-event requests: 245 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 551 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 551 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 247\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 48 SAME-ROW PROTECTED ADJACENCY VALIDATION ============================================================ Date/Time: 2026-07-17 10:24:08 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 16 Scenario seed: -8950795278425470047 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 93.62% OUTCOME ------- Status: SUCCESS Completed ticks: 871 Passengers seated: 235/235 Average waiting ticks: 383.03 Longest waiting passenger: P128->5B(LEFT) Longest waiting ticks: 818 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1858 Maximum occupied tiles: 11 Seat events: 125 Single-blocker events: 33 Multiple-blocker events: 11 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1550 Maximum occupied tiles: 11 Seat events: 110 Single-blocker events: 25 Multiple-blocker events: 11 Temporary aisle reoccupations: 48 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 129 Reservations granted: 127 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4307 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5477 Total stationary ticks: 93689 Seat-event requests: 245 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 551 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 551 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 247\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 48 SAME-ROW PROTECTED ADJACENCY VALIDATION ============================================================ Date/Time: 2026-07-17 10:24:08 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 16 Scenario seed: -8950795278425470047 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 93.62% OUTCOME ------- Status: SUCCESS Completed ticks: 871 Passengers seated: 235/235 Average waiting ticks: 383.03 Longest waiting passenger: P128->5B(LEFT) Longest waiting ticks: 818 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1858 Maximum occupied tiles: 11 Seat events: 125 Single-blocker events: 33 Multiple-blocker events: 11 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1550 Maximum occupied tiles: 11 Seat events: 110 Single-blocker events: 25 Multiple-blocker events: 11 Temporary aisle reoccupations: 48 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 129 Reservations granted: 127 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4307 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5477 Total stationary ticks: 93689 Seat-event requests: 245 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 551 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 551 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 247\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 48 SAME-ROW PROTECTED ADJACENCY VALIDATION ============================================================ Date/Time: 2026-07-17 10:24:08 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 17 Scenario seed: -5993034706659066824 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 97.16% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2462 Passengers seated: 272/282 Average waiting ticks: 465.14 Longest waiting passenger: P226->32I(RIGHT) Longest waiting ticks: 2400 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 5 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 10 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1708 Regions dissolved: 0 Repeated reconstructions avoided: 1708 Largest region lifetime: 1709 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1709:occupied=10 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1558 State changes reopening evaluation: 4 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2175 Maximum occupied tiles: 12 Seat events: 137 Single-blocker events: 42 Multiple-blocker events: 15 Temporary aisle reoccupations: 72 RIGHT AISLE ----------- Total moves: 2181 Maximum occupied tiles: 18 Seat events: 135 Single-blocker events: 40 Multiple-blocker events: 13 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 97 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 9 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 14808 Longest unresolved passenger ID: 121 Longest unresolved row: 32 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 10 Longest dependency chain: P207(29G/RIGHT) -> P59(26E/RIGHT) -> P117(32E/RIGHT) -> P149(31I/RIGHT) -> P78(31E/RIGHT) -> P187(29I/RIGHT) -> P154(30H/RIGHT) -> P172(31G/RIGHT) -> P121(32H/RIGHT) -> P226(32I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 207 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 9 Total blocked ticks: 22820 Total stationary ticks: 150192 Seat-event requests: 1851 Failed seat-event starts: 1579 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 226 Critical blocker identity: P226->32I(RIGHT) Direct fan-out: 1 Total indirect descendants: 9 Critical tree size including blocker: 10 Critical tree depth: 10 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 10 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P226(32I/RIGHT/WAITING_FOR_SEAT_EVENT) P121(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P172(31G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P154(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P187(29I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P78(31E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P149(31I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P117(32E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P59(26E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P207(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1567 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 1 Critical blocker required yield tiles: 33 Critical blocker unavailable yield tiles: 33 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 1567 Middle-bank reservation failures: 4 Active-event deferrals: 721 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 1 Current required yield tiles: 33 Current unavailable yield tiles: 33 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1855\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 48 SAME-ROW PROTECTED ADJACENCY VALIDATION ============================================================ Date/Time: 2026-07-17 10:24:08 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 17 Scenario seed: -5993034706659066824 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 97.16% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2462 Passengers seated: 272/282 Average waiting ticks: 465.23 Longest waiting passenger: P226->32I(RIGHT) Longest waiting ticks: 2397 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 5 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 10 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1708 Regions dissolved: 0 Repeated reconstructions avoided: 1708 Largest region lifetime: 1709 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1709:occupied=10 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1558 State changes reopening evaluation: 4 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2175 Maximum occupied tiles: 12 Seat events: 137 Single-blocker events: 42 Multiple-blocker events: 15 Temporary aisle reoccupations: 72 RIGHT AISLE ----------- Total moves: 2181 Maximum occupied tiles: 18 Seat events: 135 Single-blocker events: 40 Multiple-blocker events: 13 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 97 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 9 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 14804 Longest unresolved passenger ID: 121 Longest unresolved row: 32 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 10 Longest dependency chain: P207(29G/RIGHT) -> P59(26E/RIGHT) -> P117(32E/RIGHT) -> P149(31I/RIGHT) -> P78(31E/RIGHT) -> P187(29I/RIGHT) -> P154(30H/RIGHT) -> P172(31G/RIGHT) -> P121(32H/RIGHT) -> P226(32I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 207 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 9 Total blocked ticks: 22805 Total stationary ticks: 150187 Seat-event requests: 1851 Failed seat-event starts: 1579 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 226 Critical blocker identity: P226->32I(RIGHT) Direct fan-out: 1 Total indirect descendants: 9 Critical tree size including blocker: 10 Critical tree depth: 10 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 10 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P226(32I/RIGHT/WAITING_FOR_SEAT_EVENT) P121(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P172(31G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P154(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P187(29I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P78(31E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P149(31I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P117(32E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P59(26E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P207(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1567 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 1 Critical blocker required yield tiles: 33 Critical blocker unavailable yield tiles: 33 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 1567 Middle-bank reservation failures: 4 Active-event deferrals: 733 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 1 Current required yield tiles: 33 Current unavailable yield tiles: 33 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1855\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 48 SAME-ROW PROTECTED ADJACENCY VALIDATION ============================================================ Date/Time: 2026-07-17 10:24:08 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 17 Scenario seed: -5993034706659066824 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 97.16% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2462 Passengers seated: 272/282 Average waiting ticks: 465.14 Longest waiting passenger: P226->32I(RIGHT) Longest waiting ticks: 2400 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 5 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 10 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1708 Regions dissolved: 0 Repeated reconstructions avoided: 1708 Largest region lifetime: 1709 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1709:occupied=10 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1558 State changes reopening evaluation: 4 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2175 Maximum occupied tiles: 12 Seat events: 137 Single-blocker events: 42 Multiple-blocker events: 15 Temporary aisle reoccupations: 72 RIGHT AISLE ----------- Total moves: 2181 Maximum occupied tiles: 18 Seat events: 135 Single-blocker events: 40 Multiple-blocker events: 13 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 97 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 9 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 14808 Longest unresolved passenger ID: 121 Longest unresolved row: 32 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 10 Longest dependency chain: P207(29G/RIGHT) -> P59(26E/RIGHT) -> P117(32E/RIGHT) -> P149(31I/RIGHT) -> P78(31E/RIGHT) -> P187(29I/RIGHT) -> P154(30H/RIGHT) -> P172(31G/RIGHT) -> P121(32H/RIGHT) -> P226(32I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 207 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 9 Total blocked ticks: 22820 Total stationary ticks: 150192 Seat-event requests: 1851 Failed seat-event starts: 1579 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 226 Critical blocker identity: P226->32I(RIGHT) Direct fan-out: 1 Total indirect descendants: 9 Critical tree size including blocker: 10 Critical tree depth: 10 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 10 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P226(32I/RIGHT/WAITING_FOR_SEAT_EVENT) P121(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P172(31G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P154(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P187(29I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P78(31E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P149(31I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P117(32E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P59(26E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P207(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1567 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 1 Critical blocker required yield tiles: 33 Critical blocker unavailable yield tiles: 33 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 1567 Middle-bank reservation failures: 4 Active-event deferrals: 721 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 1 Current required yield tiles: 33 Current unavailable yield tiles: 33 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1855\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 48 SAME-ROW PROTECTED ADJACENCY VALIDATION ============================================================ Date/Time: 2026-07-17 10:24:08 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 18 Scenario seed: 8947593190842218294 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 997 Passengers seated: 282/282 Average waiting ticks: 464.79 Longest waiting passenger: P235->25A(LEFT) Longest waiting ticks: 951 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2262 Maximum occupied tiles: 11 Seat events: 142 Single-blocker events: 33 Multiple-blocker events: 18 Temporary aisle reoccupations: 69 RIGHT AISLE ----------- Total moves: 2126 Maximum occupied tiles: 15 Seat events: 140 Single-blocker events: 41 Multiple-blocker events: 17 Temporary aisle reoccupations: 75 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 96 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5604 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6957 Total stationary ticks: 135735 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 725 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 725 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 48 SAME-ROW PROTECTED ADJACENCY VALIDATION ============================================================ Date/Time: 2026-07-17 10:24:08 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 18 Scenario seed: 8947593190842218294 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 997 Passengers seated: 282/282 Average waiting ticks: 464.83 Longest waiting passenger: P235->25A(LEFT) Longest waiting ticks: 951 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2262 Maximum occupied tiles: 11 Seat events: 142 Single-blocker events: 33 Multiple-blocker events: 18 Temporary aisle reoccupations: 69 RIGHT AISLE ----------- Total moves: 2126 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 41 Multiple-blocker events: 17 Temporary aisle reoccupations: 75 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 96 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5595 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6886 Total stationary ticks: 135714 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 694 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 694 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 48 SAME-ROW PROTECTED ADJACENCY VALIDATION ============================================================ Date/Time: 2026-07-17 10:24:08 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 18 Scenario seed: 8947593190842218294 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 99.29% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2497 Passengers seated: 243/282 Average waiting ticks: 534.28 Longest waiting passenger: P9->13I(RIGHT) Longest waiting ticks: 2497 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 28 Cluster candidates evaluated: 36 Executable cluster candidates: 0 Rejected cluster candidates: 36 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 23 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 2140 Regions dissolved: 0 Repeated reconstructions avoided: 2140 Largest region lifetime: 2141 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=2141:occupied=15 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1842 State changes reopening evaluation: 27 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2262 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 34 Multiple-blocker events: 17 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 1771 Maximum occupied tiles: 30 Seat events: 101 Single-blocker events: 24 Multiple-blocker events: 8 Temporary aisle reoccupations: 40 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 140 Reservations granted: 140 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 9 Remaining moving in aisle: 25 Remaining waiting at row: 5 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 47568 Longest unresolved passenger ID: 9 Longest unresolved row: 13 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 8 Longest dependency chain: P25(30F/RIGHT) -> P26(26I/RIGHT) -> P149(28I/RIGHT) -> P100(30D/RIGHT) -> P2(31E/RIGHT) -> P273(27H/RIGHT) -> P21(29G/RIGHT) -> P11(25I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 25 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 25 Total blocked ticks: 62512 Total stationary ticks: 201748 Seat-event requests: 2136 Failed seat-event starts: 1893 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 11 Critical blocker identity: P11->25I(RIGHT) Direct fan-out: 1 Total indirect descendants: 7 Critical tree size including blocker: 8 Critical tree depth: 8 Frozen internal components: 5 Terminal WAITING_FOR_SEAT_EVENT nodes: 5 Unresolved internal passengers: 30 Unresolved outside passengers: 9 Unresolved internal passengers outside critical tree: 22 Critical blocker tree: P11(25I/RIGHT/WAITING_FOR_SEAT_EVENT) P21(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P273(27H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P2(31E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P100(30D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P149(28I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P26(26I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P25(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1853 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 2 Critical blocker required yield tiles: 26|27 Critical blocker unavailable yield tiles: 26|27 Critical blocker yield-tile occupants: 136|170 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 2 Waiting-row passengers with multiple blockers: 3 Yield-tile occupied failures: 1853 Rear-boundary failures: 40 Middle-bank reservation failures: 0 Active-event deferrals: 1019 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 2 Trace length: 7 Yield-occupant trace: yieldOccupant[136]: P136(27I/RIGHT/MOVING_IN_AISLE@tile26) -> P170(28G/RIGHT/MOVING_IN_AISLE@tile27) -> P151(31G/RIGHT/MOVING_IN_AISLE@tile28) -> P61(31H/RIGHT/MOVING_IN_AISLE@tile29) -> P264(31F/RIGHT/MOVING_IN_AISLE@tile30) -> P218(32G/RIGHT/MOVING_IN_AISLE@tile31) -> P266(32D/RIGHT/WAITING_AT_ROW@tile32) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[170]: P170(28G/RIGHT/MOVING_IN_AISLE@tile27) -> P151(31G/RIGHT/MOVING_IN_AISLE@tile28) -> P61(31H/RIGHT/MOVING_IN_AISLE@tile29) -> P264(31F/RIGHT/MOVING_IN_AISLE@tile30) -> P218(32G/RIGHT/MOVING_IN_AISLE@tile31) -> P266(32D/RIGHT/WAITING_AT_ROW@tile32) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P266->32D(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: P136{seat=27I,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=26,directBlocker=170,lastMoveTick=384,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P170{seat=28G,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=27,directBlocker=151,lastMoveTick=376,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 26|27 Current unavailable yield tiles: 26|27 Current yield-tile occupants: 136|170 Final row-event chain: 11|136|170|151|61|264|218|266 Final row-event chain length: 8 Distinct row events in chain: 8 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 5 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2136\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1876\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 48 SAME-ROW PROTECTED ADJACENCY VALIDATION ============================================================ Date/Time: 2026-07-17 10:24:08 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 19 Scenario seed: -3071790934870179305 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 75.74% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 833 Passengers seated: 235/235 Average waiting ticks: 380.66 Longest waiting passenger: P185->4H(RIGHT) Longest waiting ticks: 773 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 6 Last cluster decision: RIGHT:tiles9-12:occupied=3:anchor=P225:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 37 Regions dissolved: 3 Repeated reconstructions avoided: 37 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=13 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1680 Maximum occupied tiles: 12 Seat events: 116 Single-blocker events: 38 Multiple-blocker events: 7 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 1742 Maximum occupied tiles: 13 Seat events: 119 Single-blocker events: 26 Multiple-blocker events: 13 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 130 Reservations granted: 130 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4682 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5910 Total stationary ticks: 93445 Seat-event requests: 252 Failed seat-event starts: 17 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 626 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 17 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 626 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 7\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 48 SAME-ROW PROTECTED ADJACENCY VALIDATION ============================================================ Date/Time: 2026-07-17 10:24:08 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 19 Scenario seed: -3071790934870179305 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 75.74% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 833 Passengers seated: 235/235 Average waiting ticks: 380.66 Longest waiting passenger: P185->4H(RIGHT) Longest waiting ticks: 773 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 6 Last cluster decision: RIGHT:tiles9-12:occupied=3:anchor=P225:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 37 Regions dissolved: 3 Repeated reconstructions avoided: 37 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=13 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1680 Maximum occupied tiles: 12 Seat events: 116 Single-blocker events: 38 Multiple-blocker events: 7 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 1742 Maximum occupied tiles: 13 Seat events: 119 Single-blocker events: 26 Multiple-blocker events: 13 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 130 Reservations granted: 130 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4682 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5910 Total stationary ticks: 93445 Seat-event requests: 252 Failed seat-event starts: 17 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 626 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 17 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 626 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 7\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 48 SAME-ROW PROTECTED ADJACENCY VALIDATION ============================================================ Date/Time: 2026-07-17 10:24:08 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 19 Scenario seed: -3071790934870179305 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 75.74% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 833 Passengers seated: 235/235 Average waiting ticks: 380.66 Longest waiting passenger: P185->4H(RIGHT) Longest waiting ticks: 773 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 6 Last cluster decision: RIGHT:tiles9-12:occupied=3:anchor=P225:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 37 Regions dissolved: 3 Repeated reconstructions avoided: 37 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=13 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1680 Maximum occupied tiles: 12 Seat events: 116 Single-blocker events: 38 Multiple-blocker events: 7 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 1742 Maximum occupied tiles: 13 Seat events: 119 Single-blocker events: 26 Multiple-blocker events: 13 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 130 Reservations granted: 130 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4682 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5910 Total stationary ticks: 93445 Seat-event requests: 252 Failed seat-event starts: 17 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 626 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 17 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 626 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 7\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 48 SAME-ROW PROTECTED ADJACENCY VALIDATION ============================================================ Date/Time: 2026-07-17 10:24:08 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 20 Scenario seed: -4277139289941249147 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.50% Blocker-prone seat share (topology component): 67.38% Aisle-assignment balance: 96.45% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2523 Passengers seated: 276/282 Average waiting ticks: 495.66 Longest waiting passenger: P93->28I(RIGHT) Longest waiting ticks: 2480 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 4 Cluster candidates evaluated: 4 Executable cluster candidates: 0 Rejected cluster candidates: 4 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 5 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1611 Regions dissolved: 0 Repeated reconstructions avoided: 1611 Largest region lifetime: 1612 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1612:occupied=5 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1536 State changes reopening evaluation: 3 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2124 Maximum occupied tiles: 12 Seat events: 136 Single-blocker events: 45 Multiple-blocker events: 16 Temporary aisle reoccupations: 77 RIGHT AISLE ----------- Total moves: 2229 Maximum occupied tiles: 14 Seat events: 140 Single-blocker events: 56 Multiple-blocker events: 8 Temporary aisle reoccupations: 72 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 96 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 5671 Longest unresolved passenger ID: 91 Longest unresolved row: 32 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P275(32F/RIGHT) -> P246(32G/RIGHT) -> P218(30F/RIGHT) -> P93(28I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 275 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 15939 Total stationary ticks: 148649 Seat-event requests: 1851 Failed seat-event starts: 1575 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 93 Critical blocker identity: P93->28I(RIGHT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 6 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P93(28I/RIGHT/WAITING_FOR_SEAT_EVENT) P218(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P246(32G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P275(32F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1575 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 29|30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 249 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1575 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 820 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[249]: P249(30I/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P249->30I(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P249{seat=30I,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=815,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 29|30 Current unavailable yield tiles: 30 Current yield-tile occupants: 249 Final row-event chain: 93|249 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1851\nPrecedence substitutions made: 1\nDependency chains followed: 1568\nBlocked by waiting-row occupant: 3115\nSubstituted events started: 1\nOccupied-space rejections: 6237\nMaximum scheduling-chain depth: 3\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 48 SAME-ROW PROTECTED ADJACENCY VALIDATION ============================================================ Date/Time: 2026-07-17 10:24:08 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 20 Scenario seed: -4277139289941249147 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.50% Blocker-prone seat share (topology component): 67.38% Aisle-assignment balance: 96.45% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2523 Passengers seated: 276/282 Average waiting ticks: 495.65 Longest waiting passenger: P93->28I(RIGHT) Longest waiting ticks: 2480 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 4 Cluster candidates evaluated: 4 Executable cluster candidates: 0 Rejected cluster candidates: 4 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 5 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1611 Regions dissolved: 0 Repeated reconstructions avoided: 1611 Largest region lifetime: 1612 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1612:occupied=5 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1536 State changes reopening evaluation: 3 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2124 Maximum occupied tiles: 12 Seat events: 136 Single-blocker events: 45 Multiple-blocker events: 16 Temporary aisle reoccupations: 77 RIGHT AISLE ----------- Total moves: 2229 Maximum occupied tiles: 14 Seat events: 140 Single-blocker events: 56 Multiple-blocker events: 8 Temporary aisle reoccupations: 72 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 96 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 5678 Longest unresolved passenger ID: 91 Longest unresolved row: 32 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P275(32F/RIGHT) -> P246(32G/RIGHT) -> P218(30F/RIGHT) -> P93(28I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 275 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 15956 Total stationary ticks: 148656 Seat-event requests: 1851 Failed seat-event starts: 1575 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 93 Critical blocker identity: P93->28I(RIGHT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 6 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P93(28I/RIGHT/WAITING_FOR_SEAT_EVENT) P218(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P246(32G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P275(32F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1575 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 29|30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 249 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1575 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 826 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[249]: P249(30I/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P249->30I(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P249{seat=30I,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=815,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 29|30 Current unavailable yield tiles: 30 Current yield-tile occupants: 249 Final row-event chain: 93|249 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1851\nPrecedence substitutions made: 1\nDependency chains followed: 1568\nBlocked by waiting-row occupant: 3115\nSubstituted events started: 1\nOccupied-space rejections: 6237\nMaximum scheduling-chain depth: 3\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 48 SAME-ROW PROTECTED ADJACENCY VALIDATION ============================================================ Date/Time: 2026-07-17 10:24:08 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 20 Scenario seed: -4277139289941249147 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 30.50% Blocker-prone seat share (topology component): 67.38% Aisle-assignment balance: 96.45% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2523 Passengers seated: 276/282 Average waiting ticks: 495.66 Longest waiting passenger: P93->28I(RIGHT) Longest waiting ticks: 2480 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 4 Cluster candidates evaluated: 4 Executable cluster candidates: 0 Rejected cluster candidates: 4 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 5 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1611 Regions dissolved: 0 Repeated reconstructions avoided: 1611 Largest region lifetime: 1612 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1612:occupied=5 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1536 State changes reopening evaluation: 3 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2124 Maximum occupied tiles: 12 Seat events: 136 Single-blocker events: 45 Multiple-blocker events: 16 Temporary aisle reoccupations: 77 RIGHT AISLE ----------- Total moves: 2229 Maximum occupied tiles: 14 Seat events: 140 Single-blocker events: 56 Multiple-blocker events: 8 Temporary aisle reoccupations: 72 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 96 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 5671 Longest unresolved passenger ID: 91 Longest unresolved row: 32 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P275(32F/RIGHT) -> P246(32G/RIGHT) -> P218(30F/RIGHT) -> P93(28I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 275 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 15939 Total stationary ticks: 148649 Seat-event requests: 1851 Failed seat-event starts: 1575 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 93 Critical blocker identity: P93->28I(RIGHT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 6 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P93(28I/RIGHT/WAITING_FOR_SEAT_EVENT) P218(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P246(32G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P275(32F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1575 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 29|30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 249 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1575 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 820 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[249]: P249(30I/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P249->30I(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P249{seat=30I,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=815,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 29|30 Current unavailable yield tiles: 30 Current yield-tile occupants: 249 Final row-event chain: 93|249 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1851\nPrecedence substitutions made: 1\nDependency chains followed: 1568\nBlocked by waiting-row occupant: 3115\nSubstituted events started: 1\nOccupied-space rejections: 6237\nMaximum scheduling-chain depth: 3\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 48 SAME-ROW PROTECTED ADJACENCY VALIDATION ============================================================ Date/Time: 2026-07-17 10:24:08 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 21 Scenario seed: 2156042196335317824 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2509 Passengers seated: 280/282 Average waiting ticks: 465.41 Longest waiting passenger: P120->32F(LEFT) Longest waiting ticks: 2432 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 6 Selected release potential total: 5 Last cluster decision: RIGHT:tiles19-24:occupied=5:anchor=P160:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 26 Regions dissolved: 1 Repeated reconstructions avoided: 26 Largest region lifetime: 27 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=27 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2155 Maximum occupied tiles: 15 Seat events: 136 Single-blocker events: 40 Multiple-blocker events: 15 Temporary aisle reoccupations: 70 RIGHT AISLE ----------- Total moves: 2213 Maximum occupied tiles: 13 Seat events: 144 Single-blocker events: 31 Multiple-blocker events: 20 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1670 Reservations granted: 1670 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5604 Longest unresolved passenger ID: 44 Longest unresolved row: 32 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P44(32C/LEFT) -> P120(32F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 44 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 10298 Total stationary ticks: 137703 Seat-event requests: 1872 Failed seat-event starts: 1592 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 120 Critical blocker identity: P120->32F(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P120(32F/LEFT/WAITING_FOR_SEAT_EVENT) P44(32C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1573 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 33|34 Critical blocker unavailable yield tiles: 33|34 Critical blocker yield-tile occupants: -1|-1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 19 Rear-boundary failures: 1573 Middle-bank reservation failures: 0 Active-event deferrals: 729 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 33|34 Current unavailable yield tiles: 33|34 Current yield-tile occupants: -1|-1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1871\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 48 SAME-ROW PROTECTED ADJACENCY VALIDATION ============================================================ Date/Time: 2026-07-17 10:24:08 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 21 Scenario seed: 2156042196335317824 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2509 Passengers seated: 280/282 Average waiting ticks: 465.39 Longest waiting passenger: P120->32F(LEFT) Longest waiting ticks: 2432 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 6 Selected release potential total: 5 Last cluster decision: RIGHT:tiles19-24:occupied=5:anchor=P160:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 26 Regions dissolved: 1 Repeated reconstructions avoided: 26 Largest region lifetime: 27 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=27 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2155 Maximum occupied tiles: 15 Seat events: 136 Single-blocker events: 40 Multiple-blocker events: 15 Temporary aisle reoccupations: 70 RIGHT AISLE ----------- Total moves: 2213 Maximum occupied tiles: 13 Seat events: 144 Single-blocker events: 31 Multiple-blocker events: 20 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1670 Reservations granted: 1670 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5614 Longest unresolved passenger ID: 44 Longest unresolved row: 32 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P44(32C/LEFT) -> P120(32F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 44 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 10312 Total stationary ticks: 137707 Seat-event requests: 1872 Failed seat-event starts: 1592 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 120 Critical blocker identity: P120->32F(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P120(32F/LEFT/WAITING_FOR_SEAT_EVENT) P44(32C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1573 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 33|34 Critical blocker unavailable yield tiles: 33|34 Critical blocker yield-tile occupants: -1|-1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 19 Rear-boundary failures: 1573 Middle-bank reservation failures: 0 Active-event deferrals: 732 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 33|34 Current unavailable yield tiles: 33|34 Current yield-tile occupants: -1|-1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1871\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 48 SAME-ROW PROTECTED ADJACENCY VALIDATION ============================================================ Date/Time: 2026-07-17 10:24:08 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 21 Scenario seed: 2156042196335317824 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2509 Passengers seated: 280/282 Average waiting ticks: 465.39 Longest waiting passenger: P120->32F(LEFT) Longest waiting ticks: 2432 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 6 Selected release potential total: 5 Last cluster decision: RIGHT:tiles19-24:occupied=5:anchor=P160:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 26 Regions dissolved: 1 Repeated reconstructions avoided: 26 Largest region lifetime: 27 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=27 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2155 Maximum occupied tiles: 15 Seat events: 136 Single-blocker events: 40 Multiple-blocker events: 15 Temporary aisle reoccupations: 70 RIGHT AISLE ----------- Total moves: 2213 Maximum occupied tiles: 13 Seat events: 144 Single-blocker events: 31 Multiple-blocker events: 20 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1670 Reservations granted: 1670 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5614 Longest unresolved passenger ID: 44 Longest unresolved row: 32 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P44(32C/LEFT) -> P120(32F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 44 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 10312 Total stationary ticks: 137707 Seat-event requests: 1872 Failed seat-event starts: 1592 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 120 Critical blocker identity: P120->32F(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P120(32F/LEFT/WAITING_FOR_SEAT_EVENT) P44(32C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1573 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 33|34 Critical blocker unavailable yield tiles: 33|34 Critical blocker yield-tile occupants: -1|-1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 19 Rear-boundary failures: 1573 Middle-bank reservation failures: 0 Active-event deferrals: 732 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 33|34 Current unavailable yield tiles: 33|34 Current yield-tile occupants: -1|-1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1871\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 48 SAME-ROW PROTECTED ADJACENCY VALIDATION ============================================================ Date/Time: 2026-07-17 10:24:08 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 22 Scenario seed: -5766723168729519310 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 96.32% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2745 Passengers seated: 277/353 Average waiting ticks: 763.89 Longest waiting passenger: P6->14I(RIGHT) Longest waiting ticks: 2745 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 5 Clusters detected: 5 Activations without intervention: 36 Cluster candidates evaluated: 58 Executable cluster candidates: 0 Rejected cluster candidates: 58 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 36 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 5 Region updates: 4062 Regions dissolved: 3 Repeated reconstructions avoided: 4062 Largest region lifetime: 2370 Maximum simultaneous active regions: 3 Regions active at termination: 2 Last lifecycle event: UPDATE:R1:age=2370:occupied=36 Confirmation deferral ticks: 7 Regions reaching confirmation: 2 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 2084 State changes reopening evaluation: 34 Region priority competitions: 1569 Regions ranked: 3138 Hierarchical selections: 1569 Lower-priority evaluations deferred: 1546 Highest selected priority score: 39710 Left/right priority wins: 0/1569 Priority ties: 0 Last priority decision: LEFT:R4:score=7810 | RIGHT:R1:score=39710 | selected=RIGHT LEFT AISLE ---------- Total moves: 3174 Maximum occupied tiles: 16 Seat events: 176 Single-blocker events: 40 Multiple-blocker events: 22 Temporary aisle reoccupations: 88 RIGHT AISLE ----------- Total moves: 2127 Maximum occupied tiles: 36 Seat events: 101 Single-blocker events: 20 Multiple-blocker events: 10 Temporary aisle reoccupations: 42 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 2198 Reservations granted: 2198 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 33 Remaining moving in aisle: 37 Remaining waiting at row: 6 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 74808 Longest unresolved passenger ID: 6 Longest unresolved row: 14 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 25 Longest dependency chain: P311(16F/RIGHT) -> P292(5J/RIGHT) -> P309(25H/RIGHT) -> P68(35E/RIGHT) -> P318(34I/RIGHT) -> P105(17H/RIGHT) -> P203(32I/RIGHT) -> P103(27G/RIGHT) -> P152(36H/RIGHT) -> P125(31D/RIGHT) -> P308(20I/RIGHT) -> P143(29E/RIGHT) -> P100(14J/RIGHT) -> P211(15I/RIGHT) -> P259(30J/RIGHT) -> P135(28I/RIGHT) -> P42(21I/RIGHT) -> P181(32D/RIGHT) -> P139(25I/RIGHT) -> P194(28F/RIGHT) -> P55(32H/RIGHT) -> P243(28J/RIGHT) -> P296(28D/RIGHT) -> P217(30I/RIGHT) -> P140(25E/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 311 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 37 Total blocked ticks: 93355 Total stationary ticks: 349294 Seat-event requests: 3976 Failed seat-event starts: 3699 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 140 Critical blocker identity: P140->25E(RIGHT) Direct fan-out: 1 Total indirect descendants: 24 Critical tree size including blocker: 25 Critical tree depth: 25 Frozen internal components: 6 Terminal WAITING_FOR_SEAT_EVENT nodes: 6 Unresolved internal passengers: 43 Unresolved outside passengers: 33 Unresolved internal passengers outside critical tree: 18 Critical blocker tree: P140(25E/RIGHT/WAITING_FOR_SEAT_EVENT) P217(30I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P296(28D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P243(28J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P55(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P194(28F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P139(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P181(32D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P42(21I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P135(28I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P259(30J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P211(15I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P100(14J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P143(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P308(20I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P125(31D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P152(36H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P103(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P203(32I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P105(17H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P318(34I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P68(35E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P309(25H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P292(5J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P311(16F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 3649 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 26|27 Critical blocker unavailable yield tiles: 26|27 Critical blocker yield-tile occupants: 20|218 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 3 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 3649 Rear-boundary failures: 50 Middle-bank reservation failures: 0 Active-event deferrals: 1207 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 2 Trace length: 8 Yield-occupant trace: yieldOccupant[20]: P20(32F/RIGHT/MOVING_IN_AISLE@tile26) -> P218(36J/RIGHT/MOVING_IN_AISLE@tile27) -> P5(30H/RIGHT/MOVING_IN_AISLE@tile28) -> P33(31J/RIGHT/MOVING_IN_AISLE@tile29) -> P236(33D/RIGHT/MOVING_IN_AISLE@tile30) -> P238(34F/RIGHT/MOVING_IN_AISLE@tile31) -> P14(34H/RIGHT/MOVING_IN_AISLE@tile32) -> P214(33I/RIGHT/WAITING_AT_ROW@tile33) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[218]: P218(36J/RIGHT/MOVING_IN_AISLE@tile27) -> P5(30H/RIGHT/MOVING_IN_AISLE@tile28) -> P33(31J/RIGHT/MOVING_IN_AISLE@tile29) -> P236(33D/RIGHT/MOVING_IN_AISLE@tile30) -> P238(34F/RIGHT/MOVING_IN_AISLE@tile31) -> P14(34H/RIGHT/MOVING_IN_AISLE@tile32) -> P214(33I/RIGHT/WAITING_AT_ROW@tile33) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P214->33I(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P20{seat=32F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=26,directBlocker=218,lastMoveTick=657,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P218{seat=36J,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=27,directBlocker=5,lastMoveTick=649,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 26|27 Current unavailable yield tiles: 26|27 Current yield-tile occupants: 20|218 Final row-event chain: 140|20|218|5|33|236|238|14|214 Final row-event chain length: 9 Distinct row events in chain: 9 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 6 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3976\nPrecedence substitutions made: 2\nDependency chains followed: 41\nBlocked by waiting-row occupant: 41\nSubstituted events started: 2\nOccupied-space rejections: 3675\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 48 SAME-ROW PROTECTED ADJACENCY VALIDATION ============================================================ Date/Time: 2026-07-17 10:24:08 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 22 Scenario seed: -5766723168729519310 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 96.32% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2745 Passengers seated: 346/353 Average waiting ticks: 596.96 Longest waiting passenger: P147->35A(LEFT) Longest waiting ticks: 2680 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 7 Cluster candidates evaluated: 12 Executable cluster candidates: 0 Rejected cluster candidates: 12 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 7 Selected release potential total: 0 Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 1708 Regions dissolved: 3 Repeated reconstructions avoided: 1708 Largest region lifetime: 1648 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1648:occupied=7 Confirmation deferral ticks: 5 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 1540 State changes reopening evaluation: 6 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3174 Maximum occupied tiles: 15 Seat events: 176 Single-blocker events: 37 Multiple-blocker events: 26 Temporary aisle reoccupations: 94 RIGHT AISLE ----------- Total moves: 2997 Maximum occupied tiles: 15 Seat events: 170 Single-blocker events: 45 Multiple-blocker events: 29 Temporary aisle reoccupations: 107 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 148 Reservations granted: 148 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 4 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7949 Longest unresolved passenger ID: 23 Longest unresolved row: 35 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P196(34A/LEFT) -> P23(35B/LEFT) -> P147(35A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 196 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 4 Total blocked ticks: 20676 Total stationary ticks: 223824 Seat-event requests: 1918 Failed seat-event starts: 1572 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 3 Critical blocker identity: P3->32A(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 7 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 4 Critical blocker tree: P3(32A/LEFT/WAITING_FOR_SEAT_EVENT) P128(36E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P290(34B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1572 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 33|34 Critical blocker unavailable yield tiles: 33|34 Critical blocker yield-tile occupants: 196|23 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1572 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 974 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 2 Trace length: 3 Yield-occupant trace: yieldOccupant[196]: P196(34A/LEFT/MOVING_IN_AISLE@tile33) -> P23(35B/LEFT/MOVING_IN_AISLE@tile34) -> P147(35A/LEFT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[23]: P23(35B/LEFT/MOVING_IN_AISLE@tile34) -> P147(35A/LEFT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P147->35A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P196{seat=34A,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=33,directBlocker=23,lastMoveTick=1179,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P23{seat=35B,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=34,directBlocker=147,lastMoveTick=1093,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 33|34 Current unavailable yield tiles: 33|34 Current yield-tile occupants: 196|23 Final row-event chain: 3|196|23|147 Final row-event chain length: 4 Distinct row events in chain: 4 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1918\nPrecedence substitutions made: 2\nDependency chains followed: 42\nBlocked by waiting-row occupant: 42\nSubstituted events started: 3\nOccupied-space rejections: 1579\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 48 SAME-ROW PROTECTED ADJACENCY VALIDATION ============================================================ Date/Time: 2026-07-17 10:24:08 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 22 Scenario seed: -5766723168729519310 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 96.32% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2745 Passengers seated: 277/353 Average waiting ticks: 763.97 Longest waiting passenger: P6->14I(RIGHT) Longest waiting ticks: 2745 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 5 Clusters detected: 5 Activations without intervention: 36 Cluster candidates evaluated: 58 Executable cluster candidates: 0 Rejected cluster candidates: 58 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 36 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 5 Region updates: 4062 Regions dissolved: 3 Repeated reconstructions avoided: 4062 Largest region lifetime: 2370 Maximum simultaneous active regions: 3 Regions active at termination: 2 Last lifecycle event: UPDATE:R1:age=2370:occupied=36 Confirmation deferral ticks: 7 Regions reaching confirmation: 2 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 2084 State changes reopening evaluation: 34 Region priority competitions: 1569 Regions ranked: 3138 Hierarchical selections: 1569 Lower-priority evaluations deferred: 1546 Highest selected priority score: 39710 Left/right priority wins: 0/1569 Priority ties: 0 Last priority decision: LEFT:R4:score=7810 | RIGHT:R1:score=39710 | selected=RIGHT LEFT AISLE ---------- Total moves: 3174 Maximum occupied tiles: 15 Seat events: 176 Single-blocker events: 40 Multiple-blocker events: 22 Temporary aisle reoccupations: 88 RIGHT AISLE ----------- Total moves: 2127 Maximum occupied tiles: 36 Seat events: 101 Single-blocker events: 20 Multiple-blocker events: 10 Temporary aisle reoccupations: 42 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 2198 Reservations granted: 2198 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 33 Remaining moving in aisle: 37 Remaining waiting at row: 6 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 74772 Longest unresolved passenger ID: 6 Longest unresolved row: 14 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 25 Longest dependency chain: P311(16F/RIGHT) -> P292(5J/RIGHT) -> P309(25H/RIGHT) -> P68(35E/RIGHT) -> P318(34I/RIGHT) -> P105(17H/RIGHT) -> P203(32I/RIGHT) -> P103(27G/RIGHT) -> P152(36H/RIGHT) -> P125(31D/RIGHT) -> P308(20I/RIGHT) -> P143(29E/RIGHT) -> P100(14J/RIGHT) -> P211(15I/RIGHT) -> P259(30J/RIGHT) -> P135(28I/RIGHT) -> P42(21I/RIGHT) -> P181(32D/RIGHT) -> P139(25I/RIGHT) -> P194(28F/RIGHT) -> P55(32H/RIGHT) -> P243(28J/RIGHT) -> P296(28D/RIGHT) -> P217(30I/RIGHT) -> P140(25E/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 311 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 37 Total blocked ticks: 93328 Total stationary ticks: 349287 Seat-event requests: 3977 Failed seat-event starts: 3700 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 140 Critical blocker identity: P140->25E(RIGHT) Direct fan-out: 1 Total indirect descendants: 24 Critical tree size including blocker: 25 Critical tree depth: 25 Frozen internal components: 6 Terminal WAITING_FOR_SEAT_EVENT nodes: 6 Unresolved internal passengers: 43 Unresolved outside passengers: 33 Unresolved internal passengers outside critical tree: 18 Critical blocker tree: P140(25E/RIGHT/WAITING_FOR_SEAT_EVENT) P217(30I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P296(28D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P243(28J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P55(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P194(28F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P139(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P181(32D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P42(21I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P135(28I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P259(30J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P211(15I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P100(14J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P143(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P308(20I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P125(31D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P152(36H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P103(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P203(32I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P105(17H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P318(34I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P68(35E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P309(25H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P292(5J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P311(16F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 3650 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 26|27 Critical blocker unavailable yield tiles: 26|27 Critical blocker yield-tile occupants: 20|218 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 3 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 3650 Rear-boundary failures: 50 Middle-bank reservation failures: 0 Active-event deferrals: 1212 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 2 Trace length: 8 Yield-occupant trace: yieldOccupant[20]: P20(32F/RIGHT/MOVING_IN_AISLE@tile26) -> P218(36J/RIGHT/MOVING_IN_AISLE@tile27) -> P5(30H/RIGHT/MOVING_IN_AISLE@tile28) -> P33(31J/RIGHT/MOVING_IN_AISLE@tile29) -> P236(33D/RIGHT/MOVING_IN_AISLE@tile30) -> P238(34F/RIGHT/MOVING_IN_AISLE@tile31) -> P14(34H/RIGHT/MOVING_IN_AISLE@tile32) -> P214(33I/RIGHT/WAITING_AT_ROW@tile33) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[218]: P218(36J/RIGHT/MOVING_IN_AISLE@tile27) -> P5(30H/RIGHT/MOVING_IN_AISLE@tile28) -> P33(31J/RIGHT/MOVING_IN_AISLE@tile29) -> P236(33D/RIGHT/MOVING_IN_AISLE@tile30) -> P238(34F/RIGHT/MOVING_IN_AISLE@tile31) -> P14(34H/RIGHT/MOVING_IN_AISLE@tile32) -> P214(33I/RIGHT/WAITING_AT_ROW@tile33) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P214->33I(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P20{seat=32F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=26,directBlocker=218,lastMoveTick=657,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P218{seat=36J,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=27,directBlocker=5,lastMoveTick=649,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 26|27 Current unavailable yield tiles: 26|27 Current yield-tile occupants: 20|218 Final row-event chain: 140|20|218|5|33|236|238|14|214 Final row-event chain length: 9 Distinct row events in chain: 9 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 6 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3977\nPrecedence substitutions made: 2\nDependency chains followed: 42\nBlocked by waiting-row occupant: 42\nSubstituted events started: 2\nOccupied-space rejections: 3676\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 48 SAME-ROW PROTECTED ADJACENCY VALIDATION ============================================================ Date/Time: 2026-07-17 10:24:08 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 23 Scenario seed: 3227199808506299833 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 999 Passengers seated: 282/282 Average waiting ticks: 461.28 Longest waiting passenger: P145->23F(RIGHT) Longest waiting ticks: 957 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 3 Selected release potential total: 4 Last cluster decision: LEFT:tiles14-16:occupied=3:anchor=P72:selected=P123:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 18 Regions dissolved: 2 Repeated reconstructions avoided: 18 Largest region lifetime: 11 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=11 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2167 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 34 Multiple-blocker events: 20 Temporary aisle reoccupations: 74 RIGHT AISLE ----------- Total moves: 2198 Maximum occupied tiles: 12 Seat events: 141 Single-blocker events: 30 Multiple-blocker events: 18 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 102 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5448 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6929 Total stationary ticks: 134708 Seat-event requests: 303 Failed seat-event starts: 21 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 742 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 21 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 742 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 26\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 48 SAME-ROW PROTECTED ADJACENCY VALIDATION ============================================================ Date/Time: 2026-07-17 10:24:08 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 23 Scenario seed: 3227199808506299833 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 999 Passengers seated: 282/282 Average waiting ticks: 461.19 Longest waiting passenger: P145->23F(RIGHT) Longest waiting ticks: 957 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 3 Selected release potential total: 4 Last cluster decision: LEFT:tiles14-16:occupied=3:anchor=P72:selected=P123:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 18 Regions dissolved: 2 Repeated reconstructions avoided: 18 Largest region lifetime: 11 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=11 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2167 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 34 Multiple-blocker events: 20 Temporary aisle reoccupations: 74 RIGHT AISLE ----------- Total moves: 2198 Maximum occupied tiles: 12 Seat events: 141 Single-blocker events: 30 Multiple-blocker events: 18 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 102 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5483 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6951 Total stationary ticks: 134715 Seat-event requests: 303 Failed seat-event starts: 21 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 733 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 21 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 733 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 26\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 48 SAME-ROW PROTECTED ADJACENCY VALIDATION ============================================================ Date/Time: 2026-07-17 10:24:08 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 23 Scenario seed: 3227199808506299833 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 999 Passengers seated: 282/282 Average waiting ticks: 461.18 Longest waiting passenger: P145->23F(RIGHT) Longest waiting ticks: 957 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 3 Selected release potential total: 4 Last cluster decision: LEFT:tiles14-16:occupied=3:anchor=P72:selected=P123:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 18 Regions dissolved: 2 Repeated reconstructions avoided: 18 Largest region lifetime: 11 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=11 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2167 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 34 Multiple-blocker events: 20 Temporary aisle reoccupations: 74 RIGHT AISLE ----------- Total moves: 2198 Maximum occupied tiles: 12 Seat events: 141 Single-blocker events: 30 Multiple-blocker events: 18 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 102 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5478 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6950 Total stationary ticks: 134714 Seat-event requests: 303 Failed seat-event starts: 21 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 732 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 21 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 732 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 26\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 48 SAME-ROW PROTECTED ADJACENCY VALIDATION ============================================================ Date/Time: 2026-07-17 10:24:08 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 24 Scenario seed: 8005147200778309228 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 98.58% OUTCOME ------- Status: SUCCESS Completed ticks: 1271 Passengers seated: 353/353 Average waiting ticks: 591.42 Longest waiting passenger: P62->26F(RIGHT) Longest waiting ticks: 1213 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 17 Regions dissolved: 1 Repeated reconstructions avoided: 17 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=18 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3014 Maximum occupied tiles: 13 Seat events: 174 Single-blocker events: 42 Multiple-blocker events: 21 Temporary aisle reoccupations: 86 RIGHT AISLE ----------- Total moves: 3120 Maximum occupied tiles: 15 Seat events: 179 Single-blocker events: 55 Multiple-blocker events: 24 Temporary aisle reoccupations: 106 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 148 Reservations granted: 148 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7411 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8961 Total stationary ticks: 214978 Seat-event requests: 366 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 822 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 822 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 366\nPrecedence substitutions made: 5\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 6\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 48 SAME-ROW PROTECTED ADJACENCY VALIDATION ============================================================ Date/Time: 2026-07-17 10:24:08 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 24 Scenario seed: 8005147200778309228 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 98.58% OUTCOME ------- Status: SUCCESS Completed ticks: 1271 Passengers seated: 353/353 Average waiting ticks: 591.42 Longest waiting passenger: P62->26F(RIGHT) Longest waiting ticks: 1213 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 17 Regions dissolved: 1 Repeated reconstructions avoided: 17 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=18 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3014 Maximum occupied tiles: 13 Seat events: 174 Single-blocker events: 42 Multiple-blocker events: 21 Temporary aisle reoccupations: 86 RIGHT AISLE ----------- Total moves: 3120 Maximum occupied tiles: 15 Seat events: 179 Single-blocker events: 55 Multiple-blocker events: 24 Temporary aisle reoccupations: 106 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 148 Reservations granted: 148 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7411 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8961 Total stationary ticks: 214978 Seat-event requests: 366 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 822 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 822 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 366\nPrecedence substitutions made: 5\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 6\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 48 SAME-ROW PROTECTED ADJACENCY VALIDATION ============================================================ Date/Time: 2026-07-17 10:24:08 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 24 Scenario seed: 8005147200778309228 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 98.58% OUTCOME ------- Status: SUCCESS Completed ticks: 1271 Passengers seated: 353/353 Average waiting ticks: 591.42 Longest waiting passenger: P62->26F(RIGHT) Longest waiting ticks: 1213 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 17 Regions dissolved: 1 Repeated reconstructions avoided: 17 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=18 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3014 Maximum occupied tiles: 13 Seat events: 174 Single-blocker events: 42 Multiple-blocker events: 21 Temporary aisle reoccupations: 86 RIGHT AISLE ----------- Total moves: 3120 Maximum occupied tiles: 15 Seat events: 179 Single-blocker events: 55 Multiple-blocker events: 24 Temporary aisle reoccupations: 106 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 148 Reservations granted: 148 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7411 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8961 Total stationary ticks: 214978 Seat-event requests: 366 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 822 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 822 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 366\nPrecedence substitutions made: 5\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 6\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 48 SAME-ROW PROTECTED ADJACENCY VALIDATION ============================================================ Date/Time: 2026-07-17 10:24:08 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 25 Scenario seed: -2702801730491492296 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 98.58% OUTCOME ------- Status: SUCCESS Completed ticks: 1000 Passengers seated: 282/282 Average waiting ticks: 462.07 Longest waiting passenger: P235->11E(LEFT) Longest waiting ticks: 967 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2181 Maximum occupied tiles: 11 Seat events: 143 Single-blocker events: 33 Multiple-blocker events: 12 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 2227 Maximum occupied tiles: 13 Seat events: 139 Single-blocker events: 44 Multiple-blocker events: 16 Temporary aisle reoccupations: 76 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 97 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5581 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6908 Total stationary ticks: 135059 Seat-event requests: 293 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 644 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 644 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 9\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 48 SAME-ROW PROTECTED ADJACENCY VALIDATION ============================================================ Date/Time: 2026-07-17 10:24:08 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 25 Scenario seed: -2702801730491492296 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 98.58% OUTCOME ------- Status: SUCCESS Completed ticks: 1000 Passengers seated: 282/282 Average waiting ticks: 462.07 Longest waiting passenger: P235->11E(LEFT) Longest waiting ticks: 967 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2181 Maximum occupied tiles: 11 Seat events: 143 Single-blocker events: 33 Multiple-blocker events: 12 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 2227 Maximum occupied tiles: 13 Seat events: 139 Single-blocker events: 44 Multiple-blocker events: 16 Temporary aisle reoccupations: 76 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 97 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5581 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6915 Total stationary ticks: 135061 Seat-event requests: 293 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 650 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 650 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 8\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 48 SAME-ROW PROTECTED ADJACENCY VALIDATION ============================================================ Date/Time: 2026-07-17 10:24:08 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 25 Scenario seed: -2702801730491492296 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 98.58% OUTCOME ------- Status: SUCCESS Completed ticks: 1000 Passengers seated: 282/282 Average waiting ticks: 462.07 Longest waiting passenger: P235->11E(LEFT) Longest waiting ticks: 967 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2181 Maximum occupied tiles: 11 Seat events: 143 Single-blocker events: 33 Multiple-blocker events: 12 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 2227 Maximum occupied tiles: 13 Seat events: 139 Single-blocker events: 44 Multiple-blocker events: 16 Temporary aisle reoccupations: 76 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 97 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5581 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6915 Total stationary ticks: 135061 Seat-event requests: 293 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 650 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 650 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 8\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 48 SAME-ROW PROTECTED ADJACENCY VALIDATION ============================================================ Date/Time: 2026-07-17 10:24:09 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 26 Scenario seed: -8345824874507060339 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 91.22% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2624 Passengers seated: 263/353 Average waiting ticks: 981.50 Longest waiting passenger: P5->29A(LEFT) Longest waiting ticks: 2624 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 27 Regions dissolved: 2 Repeated reconstructions avoided: 27 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1905 Maximum occupied tiles: 13 Seat events: 102 Single-blocker events: 17 Multiple-blocker events: 6 Temporary aisle reoccupations: 29 RIGHT AISLE ----------- Total moves: 2743 Maximum occupied tiles: 13 Seat events: 161 Single-blocker events: 58 Multiple-blocker events: 12 Temporary aisle reoccupations: 85 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 2007 Reservations granted: 2007 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 80 Remaining moving in aisle: 4 Remaining waiting at row: 6 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 12248 Longest unresolved passenger ID: 5 Longest unresolved row: 29 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P18(20C/LEFT) -> P149(6C/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 18 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 4 Total blocked ticks: 26060 Total stationary ticks: 359005 Seat-event requests: 2178 Failed seat-event starts: 1915 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 121 Critical blocker identity: P121->26G(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 6 Terminal WAITING_FOR_SEAT_EVENT nodes: 6 Unresolved internal passengers: 10 Unresolved outside passengers: 80 Unresolved internal passengers outside critical tree: 8 Critical blocker tree: P121(26G/LEFT/WAITING_FOR_SEAT_EVENT) P158(29C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1915 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 5 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1915 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 721 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_SPACE_AVAILABLE Final snapshot prerequisite: YIELD_SPACE_AVAILABLE Current required blockers: 3 Current required yield tiles: 27|28|29 Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: YIELD_SPACE_AVAILABLE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2177\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1918\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 48 SAME-ROW PROTECTED ADJACENCY VALIDATION ============================================================ Date/Time: 2026-07-17 10:24:09 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 26 Scenario seed: -8345824874507060339 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 91.22% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2624 Passengers seated: 263/353 Average waiting ticks: 981.50 Longest waiting passenger: P5->29A(LEFT) Longest waiting ticks: 2624 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 27 Regions dissolved: 2 Repeated reconstructions avoided: 27 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1905 Maximum occupied tiles: 13 Seat events: 102 Single-blocker events: 17 Multiple-blocker events: 6 Temporary aisle reoccupations: 29 RIGHT AISLE ----------- Total moves: 2743 Maximum occupied tiles: 13 Seat events: 161 Single-blocker events: 58 Multiple-blocker events: 12 Temporary aisle reoccupations: 85 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 2007 Reservations granted: 2007 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 80 Remaining moving in aisle: 4 Remaining waiting at row: 6 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 12248 Longest unresolved passenger ID: 5 Longest unresolved row: 29 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P18(20C/LEFT) -> P149(6C/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 18 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 4 Total blocked ticks: 26060 Total stationary ticks: 359005 Seat-event requests: 2178 Failed seat-event starts: 1915 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 121 Critical blocker identity: P121->26G(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 6 Terminal WAITING_FOR_SEAT_EVENT nodes: 6 Unresolved internal passengers: 10 Unresolved outside passengers: 80 Unresolved internal passengers outside critical tree: 8 Critical blocker tree: P121(26G/LEFT/WAITING_FOR_SEAT_EVENT) P158(29C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1915 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 5 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1915 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 721 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_SPACE_AVAILABLE Final snapshot prerequisite: YIELD_SPACE_AVAILABLE Current required blockers: 3 Current required yield tiles: 27|28|29 Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: YIELD_SPACE_AVAILABLE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2177\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1918\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 48 SAME-ROW PROTECTED ADJACENCY VALIDATION ============================================================ Date/Time: 2026-07-17 10:24:09 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 26 Scenario seed: -8345824874507060339 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 91.22% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2624 Passengers seated: 263/353 Average waiting ticks: 981.50 Longest waiting passenger: P5->29A(LEFT) Longest waiting ticks: 2624 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 27 Regions dissolved: 2 Repeated reconstructions avoided: 27 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1905 Maximum occupied tiles: 13 Seat events: 102 Single-blocker events: 17 Multiple-blocker events: 6 Temporary aisle reoccupations: 29 RIGHT AISLE ----------- Total moves: 2743 Maximum occupied tiles: 13 Seat events: 161 Single-blocker events: 58 Multiple-blocker events: 12 Temporary aisle reoccupations: 85 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 2007 Reservations granted: 2007 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 80 Remaining moving in aisle: 4 Remaining waiting at row: 6 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 12248 Longest unresolved passenger ID: 5 Longest unresolved row: 29 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P18(20C/LEFT) -> P149(6C/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 18 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 4 Total blocked ticks: 26060 Total stationary ticks: 359005 Seat-event requests: 2178 Failed seat-event starts: 1915 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 121 Critical blocker identity: P121->26G(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 6 Terminal WAITING_FOR_SEAT_EVENT nodes: 6 Unresolved internal passengers: 10 Unresolved outside passengers: 80 Unresolved internal passengers outside critical tree: 8 Critical blocker tree: P121(26G/LEFT/WAITING_FOR_SEAT_EVENT) P158(29C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1915 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 5 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1915 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 721 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_SPACE_AVAILABLE Final snapshot prerequisite: YIELD_SPACE_AVAILABLE Current required blockers: 3 Current required yield tiles: 27|28|29 Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: YIELD_SPACE_AVAILABLE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2177\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1918\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 48 SAME-ROW PROTECTED ADJACENCY VALIDATION ============================================================ Date/Time: 2026-07-17 10:24:09 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 27 Scenario seed: 4799773213532248393 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.33% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 99.15% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2747 Passengers seated: 342/353 Average waiting ticks: 590.29 Longest waiting passenger: P292->33D(RIGHT) Longest waiting ticks: 2686 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 5 Clusters detected: 5 Activations without intervention: 17 Cluster candidates evaluated: 20 Executable cluster candidates: 2 Rejected cluster candidates: 18 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 11 Selected release potential total: 5 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 5 Region updates: 1829 Regions dissolved: 4 Repeated reconstructions avoided: 1829 Largest region lifetime: 1783 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1783:occupied=11 Confirmation deferral ticks: 8 Regions reaching confirmation: 3 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1617 State changes reopening evaluation: 15 Region priority competitions: 2 Regions ranked: 4 Hierarchical selections: 2 Lower-priority evaluations deferred: 0 Highest selected priority score: 6610 Left/right priority wins: 0/2 Priority ties: 0 Last priority decision: LEFT:R5:score=2214 | RIGHT:R3:score=6610 | selected=RIGHT LEFT AISLE ---------- Total moves: 3152 Maximum occupied tiles: 14 Seat events: 175 Single-blocker events: 47 Multiple-blocker events: 28 Temporary aisle reoccupations: 109 RIGHT AISLE ----------- Total moves: 2977 Maximum occupied tiles: 20 Seat events: 167 Single-blocker events: 48 Multiple-blocker events: 14 Temporary aisle reoccupations: 81 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1793 Reservations granted: 1791 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 9 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 15878 Longest unresolved passenger ID: 149 Longest unresolved row: 36 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 10 Longest dependency chain: P208(34H/RIGHT) -> P79(27H/RIGHT) -> P242(29G/RIGHT) -> P59(34G/RIGHT) -> P324(31J/RIGHT) -> P21(36F/RIGHT) -> P205(36I/RIGHT) -> P103(32H/RIGHT) -> P149(36J/RIGHT) -> P292(33D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 208 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 9 Total blocked ticks: 28362 Total stationary ticks: 230175 Seat-event requests: 2011 Failed seat-event starts: 1669 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 292 Critical blocker identity: P292->33D(RIGHT) Direct fan-out: 1 Total indirect descendants: 9 Critical tree size including blocker: 10 Critical tree depth: 10 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 11 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P292(33D/RIGHT/WAITING_FOR_SEAT_EVENT) P149(36J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P103(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P205(36I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P21(36F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P324(31J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P59(34G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P242(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P79(27H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P208(34H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1668 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 34|35|36 Critical blocker unavailable yield tiles: 35 Critical blocker yield-tile occupants: 126 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1668 Rear-boundary failures: 1 Middle-bank reservation failures: 2 Active-event deferrals: 1239 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[126]: P126(35J/RIGHT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P126->35J(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P126{seat=35J,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=35,directBlocker=-1,lastMoveTick=891,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 34|35|36 Current unavailable yield tiles: 35 Current yield-tile occupants: 126 Final row-event chain: 292|126 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2012\nPrecedence substitutions made: 8\nDependency chains followed: 1655\nBlocked by waiting-row occupant: 1655\nSubstituted events started: 9\nOccupied-space rejections: 1697\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 48 SAME-ROW PROTECTED ADJACENCY VALIDATION ============================================================ Date/Time: 2026-07-17 10:24:09 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 27 Scenario seed: 4799773213532248393 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 28.33% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 99.15% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2747 Passengers seated: 342/353 Average waiting ticks: 590.29 Longest waiting passenger: P292->33D(RIGHT) Longest waiting ticks: 2686 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 5 Clusters detected: 5 Activations without intervention: 17 Cluster candidates evaluated: 20 Executable cluster candidates: 2 Rejected cluster candidates: 18 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 11 Selected release potential total: 5 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 5 Region updates: 1829 Regions dissolved: 4 Repeated reconstructions avoided: 1829 Largest region lifetime: 1783 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1783:occupied=11 Confirmation deferral ticks: 8 Regions reaching confirmation: 3 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1617 State changes reopening evaluation: 15 Region priority competitions: 2 Regions ranked: 4 Hierarchical selections: 2 Lower-priority evaluations deferred: 0 Highest selected priority score: 6610 Left/right priority wins: 0/2 Priority ties: 0 Last priority decision: LEFT:R5:score=2214 | RIGHT:R3:score=6610 | selected=RIGHT LEFT AISLE ---------- Total moves: 3152 Maximum occupied tiles: 14 Seat events: 175 Single-blocker events: 47 Multiple-blocker events: 28 Temporary aisle reoccupations: 109 RIGHT AISLE ----------- Total moves: 2977 Maximum occupied tiles: 20 Seat events: 167 Single-blocker events: 48 Multiple-blocker events: 14 Temporary aisle reoccupations: 81 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1793 Reservations granted: 1791 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 9 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 15878 Longest unresolved passenger ID: 149 Longest unresolved row: 36 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 10 Longest dependency chain: P208(34H/RIGHT) -> P79(27H/RIGHT) -> P242(29G/RIGHT) -> P59(34G/RIGHT) -> P324(31J/RIGHT) -> P21(36F/RIGHT) -> P205(36I/RIGHT) -> P103(32H/RIGHT) -> P149(36J/RIGHT) -> P292(33D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 208 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 9 Total blocked ticks: 28362 Total stationary ticks: 230175 Seat-event requests: 2011 Failed seat-event starts: 1669 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 292 Critical blocker identity: P292->33D(RIGHT) Direct fan-out: 1 Total indirect descendants: 9 Critical tree size including blocker: 10 Critical tree depth: 10 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 11 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P292(33D/RIGHT/WAITING_FOR_SEAT_EVENT) P149(36J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P103(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P205(36I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P21(36F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P324(31J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P59(34G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P242(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P79(27H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P208(34H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1668 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 34|35|36 Critical blocker unavailable yield tiles: 35 Critical blocker yield-tile occupants: 126 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1668 Rear-boundary failures: 1 Middle-bank reservation failures: 2 Active-event deferrals: 1239 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[126]: P126(35J/RIGHT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P126->35J(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P126{seat=35J,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=35,directBlocker=-1,lastMoveTick=891,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 34|35|36 Current unavailable yield tiles: 35 Current yield-tile occupants: 126 Final row-event chain: 292|126 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2012\nPrecedence substitutions made: 8\nDependency chains followed: 1655\nBlocked by waiting-row occupant: 1655\nSubstituted events started: 9\nOccupied-space rejections: 1697\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 48 SAME-ROW PROTECTED ADJACENCY VALIDATION ============================================================ Date/Time: 2026-07-17 10:24:09 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 27 Scenario seed: 4799773213532248393 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 28.33% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 99.15% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2747 Passengers seated: 342/353 Average waiting ticks: 590.29 Longest waiting passenger: P292->33D(RIGHT) Longest waiting ticks: 2686 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 5 Clusters detected: 5 Activations without intervention: 17 Cluster candidates evaluated: 20 Executable cluster candidates: 2 Rejected cluster candidates: 18 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 11 Selected release potential total: 5 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 5 Region updates: 1829 Regions dissolved: 4 Repeated reconstructions avoided: 1829 Largest region lifetime: 1783 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1783:occupied=11 Confirmation deferral ticks: 8 Regions reaching confirmation: 3 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1617 State changes reopening evaluation: 15 Region priority competitions: 2 Regions ranked: 4 Hierarchical selections: 2 Lower-priority evaluations deferred: 0 Highest selected priority score: 6610 Left/right priority wins: 0/2 Priority ties: 0 Last priority decision: LEFT:R5:score=2214 | RIGHT:R3:score=6610 | selected=RIGHT LEFT AISLE ---------- Total moves: 3152 Maximum occupied tiles: 14 Seat events: 175 Single-blocker events: 47 Multiple-blocker events: 28 Temporary aisle reoccupations: 109 RIGHT AISLE ----------- Total moves: 2977 Maximum occupied tiles: 20 Seat events: 167 Single-blocker events: 48 Multiple-blocker events: 14 Temporary aisle reoccupations: 81 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1793 Reservations granted: 1791 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 9 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 15878 Longest unresolved passenger ID: 149 Longest unresolved row: 36 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 10 Longest dependency chain: P208(34H/RIGHT) -> P79(27H/RIGHT) -> P242(29G/RIGHT) -> P59(34G/RIGHT) -> P324(31J/RIGHT) -> P21(36F/RIGHT) -> P205(36I/RIGHT) -> P103(32H/RIGHT) -> P149(36J/RIGHT) -> P292(33D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 208 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 9 Total blocked ticks: 28362 Total stationary ticks: 230175 Seat-event requests: 2011 Failed seat-event starts: 1669 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 292 Critical blocker identity: P292->33D(RIGHT) Direct fan-out: 1 Total indirect descendants: 9 Critical tree size including blocker: 10 Critical tree depth: 10 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 11 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P292(33D/RIGHT/WAITING_FOR_SEAT_EVENT) P149(36J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P103(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P205(36I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P21(36F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P324(31J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P59(34G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P242(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P79(27H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P208(34H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1668 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 34|35|36 Critical blocker unavailable yield tiles: 35 Critical blocker yield-tile occupants: 126 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1668 Rear-boundary failures: 1 Middle-bank reservation failures: 2 Active-event deferrals: 1239 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[126]: P126(35J/RIGHT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P126->35J(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P126{seat=35J,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=35,directBlocker=-1,lastMoveTick=891,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 34|35|36 Current unavailable yield tiles: 35 Current yield-tile occupants: 126 Final row-event chain: 292|126 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2012\nPrecedence substitutions made: 8\nDependency chains followed: 1655\nBlocked by waiting-row occupant: 1655\nSubstituted events started: 9\nOccupied-space rejections: 1697\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 48 SAME-ROW PROTECTED ADJACENCY VALIDATION ============================================================ Date/Time: 2026-07-17 10:24:09 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 28 Scenario seed: -8970582673838479181 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.74% Aisle-assignment balance: 97.02% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2350 Passengers seated: 216/235 Average waiting ticks: 413.67 Longest waiting passenger: P182->10F(LEFT) Longest waiting ticks: 2330 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 20 Cluster candidates evaluated: 38 Executable cluster candidates: 0 Rejected cluster candidates: 38 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 17 Selected release potential total: 0 Last cluster decision: LEFT:tiles13-30:occupied=17:anchor=P6:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 2199 Regions dissolved: 2 Repeated reconstructions avoided: 2199 Largest region lifetime: 2174 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: TRACK:R1:age=2174:localMembers=17 Confirmation deferral ticks: 3 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 102 State changes reopening evaluation: 18 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1580 Maximum occupied tiles: 23 Seat events: 95 Single-blocker events: 27 Multiple-blocker events: 6 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1753 Maximum occupied tiles: 12 Seat events: 121 Single-blocker events: 28 Multiple-blocker events: 11 Temporary aisle reoccupations: 52 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1877 Reservations granted: 1877 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 2 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 15 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 26482 Longest unresolved passenger ID: 153 Longest unresolved row: 30 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 16 Longest dependency chain: P144(22E/LEFT) -> P227(20B/LEFT) -> P228(19E/LEFT) -> P80(25A/LEFT) -> P77(24B/LEFT) -> P76(28B/LEFT) -> P103(27D/LEFT) -> P167(27C/LEFT) -> P148(29F/LEFT) -> P9(23B/LEFT) -> P136(25C/LEFT) -> P63(26A/LEFT) -> P55(26F/LEFT) -> P2(30B/LEFT) -> P105(30D/LEFT) -> P6(28E/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 144 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 15 Total blocked ticks: 39025 Total stationary ticks: 126482 Seat-event requests: 2061 Failed seat-event starts: 1845 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 6 Critical blocker identity: P6->28E(LEFT) Direct fan-out: 1 Total indirect descendants: 15 Critical tree size including blocker: 16 Critical tree depth: 16 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 19 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P6(28E/LEFT/WAITING_FOR_SEAT_EVENT) P105(30D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P2(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P55(26F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P63(26A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P136(25C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P9(23B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P148(29F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P167(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P103(27D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P76(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P77(24B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P80(25A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P228(19E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P227(20B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P144(22E/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1845 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 29|30 Critical blocker unavailable yield tiles: 29|30 Critical blocker yield-tile occupants: 60|153 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1845 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 1317 Simultaneous arbitration losses: 2 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 2 Trace length: 1 Yield-occupant trace: yieldOccupant[60]: P60(29A/LEFT/WAITING_AT_ROW@tile29) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[153]: P153(30F/LEFT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P153->30F(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: false Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P60{seat=29A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=29,directBlocker=-1,lastMoveTick=103,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} || P153{seat=30F,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=99,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 29|30 Current unavailable yield tiles: 29|30 Current yield-tile occupants: 60|153 Final row-event chain: 6|60 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 4 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2063\nPrecedence substitutions made: 1\nDependency chains followed: 196\nBlocked by waiting-row occupant: 318\nSubstituted events started: 3\nOccupied-space rejections: 3923\nMaximum scheduling-chain depth: 3\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 48 SAME-ROW PROTECTED ADJACENCY VALIDATION ============================================================ Date/Time: 2026-07-17 10:24:09 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 28 Scenario seed: -8970582673838479181 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.74% Aisle-assignment balance: 97.02% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2350 Passengers seated: 216/235 Average waiting ticks: 413.66 Longest waiting passenger: P182->10F(LEFT) Longest waiting ticks: 2330 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 20 Cluster candidates evaluated: 38 Executable cluster candidates: 0 Rejected cluster candidates: 38 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 17 Selected release potential total: 0 Last cluster decision: LEFT:tiles13-30:occupied=17:anchor=P6:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 2199 Regions dissolved: 2 Repeated reconstructions avoided: 2199 Largest region lifetime: 2174 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: TRACK:R1:age=2174:localMembers=17 Confirmation deferral ticks: 3 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 102 State changes reopening evaluation: 18 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1580 Maximum occupied tiles: 23 Seat events: 95 Single-blocker events: 27 Multiple-blocker events: 6 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1753 Maximum occupied tiles: 12 Seat events: 121 Single-blocker events: 28 Multiple-blocker events: 11 Temporary aisle reoccupations: 52 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1877 Reservations granted: 1877 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 2 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 15 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 26477 Longest unresolved passenger ID: 153 Longest unresolved row: 30 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 16 Longest dependency chain: P144(22E/LEFT) -> P227(20B/LEFT) -> P228(19E/LEFT) -> P80(25A/LEFT) -> P77(24B/LEFT) -> P76(28B/LEFT) -> P103(27D/LEFT) -> P167(27C/LEFT) -> P148(29F/LEFT) -> P9(23B/LEFT) -> P136(25C/LEFT) -> P63(26A/LEFT) -> P55(26F/LEFT) -> P2(30B/LEFT) -> P105(30D/LEFT) -> P6(28E/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 144 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 15 Total blocked ticks: 39032 Total stationary ticks: 126484 Seat-event requests: 2061 Failed seat-event starts: 1845 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 6 Critical blocker identity: P6->28E(LEFT) Direct fan-out: 1 Total indirect descendants: 15 Critical tree size including blocker: 16 Critical tree depth: 16 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 19 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P6(28E/LEFT/WAITING_FOR_SEAT_EVENT) P105(30D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P2(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P55(26F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P63(26A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P136(25C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P9(23B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P148(29F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P167(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P103(27D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P76(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P77(24B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P80(25A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P228(19E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P227(20B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P144(22E/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1845 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 29|30 Critical blocker unavailable yield tiles: 29|30 Critical blocker yield-tile occupants: 60|153 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1845 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 1319 Simultaneous arbitration losses: 2 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 2 Trace length: 1 Yield-occupant trace: yieldOccupant[60]: P60(29A/LEFT/WAITING_AT_ROW@tile29) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[153]: P153(30F/LEFT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P153->30F(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: false Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P60{seat=29A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=29,directBlocker=-1,lastMoveTick=103,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} || P153{seat=30F,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=99,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 29|30 Current unavailable yield tiles: 29|30 Current yield-tile occupants: 60|153 Final row-event chain: 6|60 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 4 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2063\nPrecedence substitutions made: 1\nDependency chains followed: 196\nBlocked by waiting-row occupant: 318\nSubstituted events started: 3\nOccupied-space rejections: 3923\nMaximum scheduling-chain depth: 3\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 48 SAME-ROW PROTECTED ADJACENCY VALIDATION ============================================================ Date/Time: 2026-07-17 10:24:09 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 28 Scenario seed: -8970582673838479181 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.74% Aisle-assignment balance: 97.02% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2350 Passengers seated: 216/235 Average waiting ticks: 413.67 Longest waiting passenger: P182->10F(LEFT) Longest waiting ticks: 2330 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 20 Cluster candidates evaluated: 38 Executable cluster candidates: 0 Rejected cluster candidates: 38 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 17 Selected release potential total: 0 Last cluster decision: LEFT:tiles13-30:occupied=17:anchor=P6:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 2199 Regions dissolved: 2 Repeated reconstructions avoided: 2199 Largest region lifetime: 2174 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: TRACK:R1:age=2174:localMembers=17 Confirmation deferral ticks: 3 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 102 State changes reopening evaluation: 18 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1580 Maximum occupied tiles: 23 Seat events: 95 Single-blocker events: 27 Multiple-blocker events: 6 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1753 Maximum occupied tiles: 12 Seat events: 121 Single-blocker events: 28 Multiple-blocker events: 11 Temporary aisle reoccupations: 52 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1877 Reservations granted: 1877 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 2 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 15 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 26482 Longest unresolved passenger ID: 153 Longest unresolved row: 30 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 16 Longest dependency chain: P144(22E/LEFT) -> P227(20B/LEFT) -> P228(19E/LEFT) -> P80(25A/LEFT) -> P77(24B/LEFT) -> P76(28B/LEFT) -> P103(27D/LEFT) -> P167(27C/LEFT) -> P148(29F/LEFT) -> P9(23B/LEFT) -> P136(25C/LEFT) -> P63(26A/LEFT) -> P55(26F/LEFT) -> P2(30B/LEFT) -> P105(30D/LEFT) -> P6(28E/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 144 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 15 Total blocked ticks: 39025 Total stationary ticks: 126482 Seat-event requests: 2061 Failed seat-event starts: 1845 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 6 Critical blocker identity: P6->28E(LEFT) Direct fan-out: 1 Total indirect descendants: 15 Critical tree size including blocker: 16 Critical tree depth: 16 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 19 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P6(28E/LEFT/WAITING_FOR_SEAT_EVENT) P105(30D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P2(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P55(26F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P63(26A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P136(25C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P9(23B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P148(29F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P167(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P103(27D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P76(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P77(24B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P80(25A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P228(19E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P227(20B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P144(22E/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1845 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 29|30 Critical blocker unavailable yield tiles: 29|30 Critical blocker yield-tile occupants: 60|153 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1845 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 1317 Simultaneous arbitration losses: 2 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 2 Trace length: 1 Yield-occupant trace: yieldOccupant[60]: P60(29A/LEFT/WAITING_AT_ROW@tile29) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[153]: P153(30F/LEFT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P153->30F(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: false Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P60{seat=29A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=29,directBlocker=-1,lastMoveTick=103,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} || P153{seat=30F,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=99,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 29|30 Current unavailable yield tiles: 29|30 Current yield-tile occupants: 60|153 Final row-event chain: 6|60 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 4 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2063\nPrecedence substitutions made: 1\nDependency chains followed: 196\nBlocked by waiting-row occupant: 318\nSubstituted events started: 3\nOccupied-space rejections: 3923\nMaximum scheduling-chain depth: 3\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 48 SAME-ROW PROTECTED ADJACENCY VALIDATION ============================================================ Date/Time: 2026-07-17 10:24:09 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 29 Scenario seed: 4864444880977790924 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1020 Passengers seated: 282/282 Average waiting ticks: 465.05 Longest waiting passenger: P148->23C(LEFT) Longest waiting ticks: 966 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2210 Maximum occupied tiles: 11 Seat events: 144 Single-blocker events: 33 Multiple-blocker events: 19 Temporary aisle reoccupations: 71 RIGHT AISLE ----------- Total moves: 2200 Maximum occupied tiles: 11 Seat events: 138 Single-blocker events: 40 Multiple-blocker events: 12 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 100 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5486 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6602 Total stationary ticks: 135635 Seat-event requests: 294 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 615 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 615 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 48 SAME-ROW PROTECTED ADJACENCY VALIDATION ============================================================ Date/Time: 2026-07-17 10:24:09 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 29 Scenario seed: 4864444880977790924 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1021 Passengers seated: 282/282 Average waiting ticks: 465.01 Longest waiting passenger: P148->23C(LEFT) Longest waiting ticks: 969 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2210 Maximum occupied tiles: 11 Seat events: 144 Single-blocker events: 33 Multiple-blocker events: 19 Temporary aisle reoccupations: 71 RIGHT AISLE ----------- Total moves: 2200 Maximum occupied tiles: 11 Seat events: 138 Single-blocker events: 40 Multiple-blocker events: 12 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 100 Reservations granted: 99 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5495 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6593 Total stationary ticks: 135625 Seat-event requests: 294 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 604 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 604 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 48 SAME-ROW PROTECTED ADJACENCY VALIDATION ============================================================ Date/Time: 2026-07-17 10:24:09 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 29 Scenario seed: 4864444880977790924 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1020 Passengers seated: 282/282 Average waiting ticks: 465.03 Longest waiting passenger: P148->23C(LEFT) Longest waiting ticks: 966 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2210 Maximum occupied tiles: 11 Seat events: 144 Single-blocker events: 33 Multiple-blocker events: 19 Temporary aisle reoccupations: 71 RIGHT AISLE ----------- Total moves: 2200 Maximum occupied tiles: 11 Seat events: 138 Single-blocker events: 40 Multiple-blocker events: 12 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 100 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5495 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6607 Total stationary ticks: 135636 Seat-event requests: 294 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 613 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 613 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 48 SAME-ROW PROTECTED ADJACENCY VALIDATION ============================================================ Date/Time: 2026-07-17 10:24:09 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 30 Scenario seed: 2093724541076077643 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 26.91% Blocker-prone seat share (topology component): 60.62% Aisle-assignment balance: 95.75% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2728 Passengers seated: 344/353 Average waiting ticks: 615.95 Longest waiting passenger: P159->2D(RIGHT) Longest waiting ticks: 2726 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 22 Regions dissolved: 1 Repeated reconstructions avoided: 22 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=23 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2908 Maximum occupied tiles: 15 Seat events: 169 Single-blocker events: 55 Multiple-blocker events: 25 Temporary aisle reoccupations: 111 RIGHT AISLE ----------- Total moves: 3180 Maximum occupied tiles: 14 Seat events: 175 Single-blocker events: 60 Multiple-blocker events: 16 Temporary aisle reoccupations: 94 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1642 Reservations granted: 1638 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 6 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 10047 Longest unresolved passenger ID: 331 Longest unresolved row: 36 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P87(19H/RIGHT) -> P200(6H/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 87 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 22713 Total stationary ticks: 228315 Seat-event requests: 1851 Failed seat-event starts: 1507 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 159 Critical blocker identity: P159->2D(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 6 Terminal WAITING_FOR_SEAT_EVENT nodes: 6 Unresolved internal passengers: 9 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 7 Critical blocker tree: P159(2D/RIGHT/WAITING_FOR_SEAT_EVENT) P277(35I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1507 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 3|4|5 Critical blocker unavailable yield tiles: 5 Critical blocker yield-tile occupants: 87 Waiting-row passengers with zero blockers: 5 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1507 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 929 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[87]: P87(19H/RIGHT/MOVING_IN_AISLE@tile5) -> P200(6H/RIGHT/WAITING_AT_ROW@tile6) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P200->6H(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P87{seat=19H,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=5,directBlocker=200,lastMoveTick=1237,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 3|4|5 Current unavailable yield tiles: 5 Current yield-tile occupants: 87 Final row-event chain: 159|87|200 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1855\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 10\nOccupied-space rejections: 1512\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 48 SAME-ROW PROTECTED ADJACENCY VALIDATION ============================================================ Date/Time: 2026-07-17 10:24:09 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 30 Scenario seed: 2093724541076077643 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 26.91% Blocker-prone seat share (topology component): 60.62% Aisle-assignment balance: 95.75% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2728 Passengers seated: 344/353 Average waiting ticks: 615.96 Longest waiting passenger: P159->2D(RIGHT) Longest waiting ticks: 2726 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 22 Regions dissolved: 1 Repeated reconstructions avoided: 22 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=23 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2908 Maximum occupied tiles: 15 Seat events: 169 Single-blocker events: 55 Multiple-blocker events: 25 Temporary aisle reoccupations: 111 RIGHT AISLE ----------- Total moves: 3180 Maximum occupied tiles: 14 Seat events: 175 Single-blocker events: 60 Multiple-blocker events: 16 Temporary aisle reoccupations: 94 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1642 Reservations granted: 1638 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 6 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 10051 Longest unresolved passenger ID: 331 Longest unresolved row: 36 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P87(19H/RIGHT) -> P200(6H/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 87 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 22715 Total stationary ticks: 228315 Seat-event requests: 1851 Failed seat-event starts: 1507 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 159 Critical blocker identity: P159->2D(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 6 Terminal WAITING_FOR_SEAT_EVENT nodes: 6 Unresolved internal passengers: 9 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 7 Critical blocker tree: P159(2D/RIGHT/WAITING_FOR_SEAT_EVENT) P277(35I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1507 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 3|4|5 Critical blocker unavailable yield tiles: 5 Critical blocker yield-tile occupants: 87 Waiting-row passengers with zero blockers: 5 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1507 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 933 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[87]: P87(19H/RIGHT/MOVING_IN_AISLE@tile5) -> P200(6H/RIGHT/WAITING_AT_ROW@tile6) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P200->6H(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P87{seat=19H,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=5,directBlocker=200,lastMoveTick=1237,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 3|4|5 Current unavailable yield tiles: 5 Current yield-tile occupants: 87 Final row-event chain: 159|87|200 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1855\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 10\nOccupied-space rejections: 1512\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 48 SAME-ROW PROTECTED ADJACENCY VALIDATION ============================================================ Date/Time: 2026-07-17 10:24:09 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 30 Scenario seed: 2093724541076077643 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 26.91% Blocker-prone seat share (topology component): 60.62% Aisle-assignment balance: 95.75% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2728 Passengers seated: 344/353 Average waiting ticks: 615.95 Longest waiting passenger: P159->2D(RIGHT) Longest waiting ticks: 2726 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 22 Regions dissolved: 1 Repeated reconstructions avoided: 22 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=23 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2908 Maximum occupied tiles: 15 Seat events: 169 Single-blocker events: 55 Multiple-blocker events: 25 Temporary aisle reoccupations: 111 RIGHT AISLE ----------- Total moves: 3180 Maximum occupied tiles: 14 Seat events: 175 Single-blocker events: 60 Multiple-blocker events: 16 Temporary aisle reoccupations: 94 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1642 Reservations granted: 1638 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 6 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 10047 Longest unresolved passenger ID: 331 Longest unresolved row: 36 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P87(19H/RIGHT) -> P200(6H/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 87 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 22713 Total stationary ticks: 228315 Seat-event requests: 1851 Failed seat-event starts: 1507 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 159 Critical blocker identity: P159->2D(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 6 Terminal WAITING_FOR_SEAT_EVENT nodes: 6 Unresolved internal passengers: 9 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 7 Critical blocker tree: P159(2D/RIGHT/WAITING_FOR_SEAT_EVENT) P277(35I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1507 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 3|4|5 Critical blocker unavailable yield tiles: 5 Critical blocker yield-tile occupants: 87 Waiting-row passengers with zero blockers: 5 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1507 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 929 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[87]: P87(19H/RIGHT/MOVING_IN_AISLE@tile5) -> P200(6H/RIGHT/WAITING_AT_ROW@tile6) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P200->6H(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P87{seat=19H,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=5,directBlocker=200,lastMoveTick=1237,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 3|4|5 Current unavailable yield tiles: 5 Current yield-tile occupants: 87 Final row-event chain: 159|87|200 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1855\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 10\nOccupied-space rejections: 1512\nMaximum scheduling-chain depth: 2\n============================================================\n ************************************************************ BATCH EXPERIMENT SUMMARY RESEARCH EXPERIMENT 48 SAME-ROW PROTECTED ADJACENCY VALIDATION ************************************************************ Experiment seed: 8783790101901 Scenarios executed: 90 Successful completions: 53 Incomplete/MAX_TICKS: 37 Average completed ticks: 1668.26 Average waiting ticks: 511.00 ************************************************************ ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 49 ADMISSION-PERTURBATION SIGNATURE ANALYSIS ============================================================ Date/Time: 2026-07-17 10:40:00 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 1 Scenario seed: 8112011161113440395 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.05% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 96.88% OUTCOME ------- Status: SUCCESS Completed ticks: 1292 Passengers seated: 353/353 Average waiting ticks: 590.48 Longest waiting passenger: P299->23A(LEFT) Longest waiting ticks: 1237 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 7 Regions dissolved: 1 Repeated reconstructions avoided: 7 Largest region lifetime: 8 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=8 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3097 Maximum occupied tiles: 13 Seat events: 182 Single-blocker events: 42 Multiple-blocker events: 35 Temporary aisle reoccupations: 121 RIGHT AISLE ----------- Total moves: 3057 Maximum occupied tiles: 15 Seat events: 171 Single-blocker events: 49 Multiple-blocker events: 24 Temporary aisle reoccupations: 103 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 153 Reservations granted: 153 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7682 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9191 Total stationary ticks: 214827 Seat-event requests: 372 Failed seat-event starts: 19 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 805 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 19 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 805 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 372\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 19\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 49 ADMISSION-PERTURBATION SIGNATURE ANALYSIS ============================================================ Date/Time: 2026-07-17 10:40:00 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 1 Scenario seed: 8112011161113440395 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 28.05% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 96.88% OUTCOME ------- Status: SUCCESS Completed ticks: 1292 Passengers seated: 353/353 Average waiting ticks: 590.48 Longest waiting passenger: P299->23A(LEFT) Longest waiting ticks: 1237 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 7 Regions dissolved: 1 Repeated reconstructions avoided: 7 Largest region lifetime: 8 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=8 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3097 Maximum occupied tiles: 13 Seat events: 182 Single-blocker events: 42 Multiple-blocker events: 35 Temporary aisle reoccupations: 121 RIGHT AISLE ----------- Total moves: 3057 Maximum occupied tiles: 15 Seat events: 171 Single-blocker events: 49 Multiple-blocker events: 24 Temporary aisle reoccupations: 103 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 153 Reservations granted: 153 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7682 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9191 Total stationary ticks: 214827 Seat-event requests: 372 Failed seat-event starts: 19 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 805 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 19 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 805 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 372\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 19\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 49 ADMISSION-PERTURBATION SIGNATURE ANALYSIS ============================================================ Date/Time: 2026-07-17 10:40:01 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 2 Scenario seed: -6056132809683641225 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.05% Blocker-prone seat share (topology component): 60.34% Aisle-assignment balance: 98.58% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2714 Passengers seated: 302/353 Average waiting ticks: 663.88 Longest waiting passenger: P8->19A(LEFT) Longest waiting ticks: 2714 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 6 Clusters detected: 6 Activations without intervention: 51 Cluster candidates evaluated: 147 Executable cluster candidates: 3 Rejected cluster candidates: 144 Cluster selections: 3 Cluster-selected events started: 3 Largest detected cluster: 35 Selected release potential total: 10 Last cluster decision: RIGHT:region=R6:result=LOWER_HIERARCHICAL_PRIORITY_DEFERRED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 6 Region updates: 3897 Regions dissolved: 4 Repeated reconstructions avoided: 3897 Largest region lifetime: 2258 Maximum simultaneous active regions: 2 Regions active at termination: 2 Last lifecycle event: UPDATE:R6:age=1589:occupied=6 Confirmation deferral ticks: 10 Regions reaching confirmation: 5 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1845 State changes reopening evaluation: 46 Region priority competitions: 1544 Regions ranked: 3088 Hierarchical selections: 1544 Lower-priority evaluations deferred: 1536 Highest selected priority score: 38610 Left/right priority wins: 1543/1 Priority ties: 0 Last priority decision: LEFT:R3:score=38610 | RIGHT:R6:score=6710 | selected=LEFT LEFT AISLE ---------- Total moves: 2635 Maximum occupied tiles: 35 Seat events: 134 Single-blocker events: 36 Multiple-blocker events: 17 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 3034 Maximum occupied tiles: 13 Seat events: 168 Single-blocker events: 46 Multiple-blocker events: 22 Temporary aisle reoccupations: 93 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1948 Reservations granted: 1945 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 10 Remaining moving in aisle: 33 Remaining waiting at row: 8 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 59262 Longest unresolved passenger ID: 8 Longest unresolved row: 19 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 20 Longest dependency chain: P238(31G/LEFT) -> P44(16F/LEFT) -> P222(22G/LEFT) -> P286(35C/LEFT) -> P26(31C/LEFT) -> P303(16C/LEFT) -> P251(29B/LEFT) -> P300(33B/LEFT) -> P316(24D/LEFT) -> P128(26G/LEFT) -> P89(30B/LEFT) -> P329(27B/LEFT) -> P138(26F/LEFT) -> P273(36F/LEFT) -> P0(33E/LEFT) -> P16(32F/LEFT) -> P323(29C/LEFT) -> P219(32B/LEFT) -> P9(30C/LEFT) -> P253(29F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 238 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 33 Total blocked ticks: 81508 Total stationary ticks: 298512 Seat-event requests: 3774 Failed seat-event starts: 3472 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 253 Critical blocker identity: P253->29F(LEFT) Direct fan-out: 1 Total indirect descendants: 19 Critical tree size including blocker: 20 Critical tree depth: 20 Frozen internal components: 8 Terminal WAITING_FOR_SEAT_EVENT nodes: 8 Unresolved internal passengers: 41 Unresolved outside passengers: 10 Unresolved internal passengers outside critical tree: 21 Critical blocker tree: P253(29F/LEFT/WAITING_FOR_SEAT_EVENT) P9(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P219(32B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P323(29C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P16(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P0(33E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P273(36F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P138(26F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P329(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P89(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P128(26G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P316(24D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P300(33B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P251(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P303(16C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P26(31C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P286(35C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P222(22G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P44(16F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P238(31G/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 3472 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 1 Critical blocker required yield tiles: 30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 104 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 3 Waiting-row passengers with multiple blockers: 3 Yield-tile occupied failures: 3472 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 1635 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 3 Yield-occupant trace: yieldOccupant[104]: P104(32A/LEFT/MOVING_IN_AISLE@tile30) -> P335(33C/LEFT/MOVING_IN_AISLE@tile31) -> P264(32G/LEFT/WAITING_AT_ROW@tile32) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P264->32G(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: P104{seat=32A,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=335,lastMoveTick=794,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 30|31 Current yield-tile occupants: 104|335 Final row-event chain: 253|104|335|264 Final row-event chain length: 4 Distinct row events in chain: 4 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 8 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3774\nPrecedence substitutions made: 4\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 5122\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 49 ADMISSION-PERTURBATION SIGNATURE ANALYSIS ============================================================ Date/Time: 2026-07-17 10:40:01 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 2 Scenario seed: -6056132809683641225 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 28.05% Blocker-prone seat share (topology component): 60.34% Aisle-assignment balance: 98.58% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2772 Passengers seated: 347/353 Average waiting ticks: 605.73 Longest waiting passenger: P277->32J(RIGHT) Longest waiting ticks: 2709 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 6 Clusters detected: 6 Activations without intervention: 14 Cluster candidates evaluated: 20 Executable cluster candidates: 4 Rejected cluster candidates: 16 Cluster selections: 4 Cluster-selected events started: 4 Largest detected cluster: 6 Selected release potential total: 13 Last cluster decision: RIGHT:region=R6:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 6 Region updates: 1719 Regions dissolved: 5 Repeated reconstructions avoided: 1719 Largest region lifetime: 1648 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R6:age=1648:occupied=6 Confirmation deferral ticks: 10 Regions reaching confirmation: 5 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1587 State changes reopening evaluation: 9 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3113 Maximum occupied tiles: 14 Seat events: 179 Single-blocker events: 56 Multiple-blocker events: 26 Temporary aisle reoccupations: 114 RIGHT AISLE ----------- Total moves: 3034 Maximum occupied tiles: 13 Seat events: 168 Single-blocker events: 46 Multiple-blocker events: 22 Temporary aisle reoccupations: 95 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 165 Reservations granted: 161 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7605 Longest unresolved passenger ID: 165 Longest unresolved row: 34 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P221(31J/RIGHT) -> P40(32E/RIGHT) -> P277(32J/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 221 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 19166 Total stationary ticks: 225106 Seat-event requests: 1988 Failed seat-event starts: 1641 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 277 Critical blocker identity: P277->32J(RIGHT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 6 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P277(32J/RIGHT/WAITING_FOR_SEAT_EVENT) P40(32E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P221(31J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1641 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 33|34 Critical blocker unavailable yield tiles: 33|34 Critical blocker yield-tile occupants: 165|4 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1641 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 1022 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 2 Trace length: 2 Yield-occupant trace: yieldOccupant[165]: P165(34H/RIGHT/MOVING_IN_AISLE@tile33) -> P4(34D/RIGHT/WAITING_AT_ROW@tile34) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[4]: P4(34D/RIGHT/WAITING_AT_ROW@tile34) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P4->34D(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P165{seat=34H,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=33,directBlocker=4,lastMoveTick=1113,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P4{seat=34D,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=34,directBlocker=-1,lastMoveTick=1112,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 33|34 Current unavailable yield tiles: 33|34 Current yield-tile occupants: 165|4 Final row-event chain: 277|165|4 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1988\nPrecedence substitutions made: 4\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 8\nOccupied-space rejections: 3262\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 49 ADMISSION-PERTURBATION SIGNATURE ANALYSIS ============================================================ Date/Time: 2026-07-17 10:40:01 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 3 Scenario seed: -4467270878143136996 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 849 Passengers seated: 235/235 Average waiting ticks: 385.05 Longest waiting passenger: P3->11B(LEFT) Longest waiting ticks: 810 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: LEFT:region=R4:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 46 Regions dissolved: 4 Repeated reconstructions avoided: 46 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=8 Confirmation deferral ticks: 5 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1735 Maximum occupied tiles: 13 Seat events: 121 Single-blocker events: 22 Multiple-blocker events: 18 Temporary aisle reoccupations: 63 RIGHT AISLE ----------- Total moves: 1663 Maximum occupied tiles: 12 Seat events: 114 Single-blocker events: 29 Multiple-blocker events: 9 Temporary aisle reoccupations: 50 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 137 Reservations granted: 137 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4582 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5648 Total stationary ticks: 94370 Seat-event requests: 258 Failed seat-event starts: 23 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 495 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 23 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 495 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 257\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 49 ADMISSION-PERTURBATION SIGNATURE ANALYSIS ============================================================ Date/Time: 2026-07-17 10:40:01 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 3 Scenario seed: -4467270878143136996 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 849 Passengers seated: 235/235 Average waiting ticks: 385.03 Longest waiting passenger: P3->11B(LEFT) Longest waiting ticks: 810 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: LEFT:region=R4:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 46 Regions dissolved: 4 Repeated reconstructions avoided: 46 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=8 Confirmation deferral ticks: 5 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1735 Maximum occupied tiles: 13 Seat events: 121 Single-blocker events: 22 Multiple-blocker events: 18 Temporary aisle reoccupations: 63 RIGHT AISLE ----------- Total moves: 1663 Maximum occupied tiles: 12 Seat events: 114 Single-blocker events: 29 Multiple-blocker events: 9 Temporary aisle reoccupations: 50 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 137 Reservations granted: 137 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4587 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5647 Total stationary ticks: 94369 Seat-event requests: 258 Failed seat-event starts: 23 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 491 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 23 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 491 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 257\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 49 ADMISSION-PERTURBATION SIGNATURE ANALYSIS ============================================================ Date/Time: 2026-07-17 10:40:01 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 4 Scenario seed: -9218435481530688141 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 98.02% OUTCOME ------- Status: SUCCESS Completed ticks: 1292 Passengers seated: 353/353 Average waiting ticks: 588.57 Longest waiting passenger: P280->34H(RIGHT) Longest waiting ticks: 1227 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 67 Regions dissolved: 3 Repeated reconstructions avoided: 67 Largest region lifetime: 37 Maximum simultaneous active regions: 2 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=37 Confirmation deferral ticks: 3 Regions reaching confirmation: 0 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2840 Maximum occupied tiles: 12 Seat events: 173 Single-blocker events: 46 Multiple-blocker events: 25 Temporary aisle reoccupations: 100 RIGHT AISLE ----------- Total moves: 3282 Maximum occupied tiles: 15 Seat events: 180 Single-blocker events: 51 Multiple-blocker events: 27 Temporary aisle reoccupations: 113 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 151 Reservations granted: 151 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7488 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9368 Total stationary ticks: 214158 Seat-event requests: 368 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 965 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 965 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 368\nPrecedence substitutions made: 9\nDependency chains followed: 9\nBlocked by waiting-row occupant: 9\nSubstituted events started: 10\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 49 ADMISSION-PERTURBATION SIGNATURE ANALYSIS ============================================================ Date/Time: 2026-07-17 10:40:01 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 4 Scenario seed: -9218435481530688141 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 98.02% OUTCOME ------- Status: SUCCESS Completed ticks: 1292 Passengers seated: 353/353 Average waiting ticks: 588.30 Longest waiting passenger: P280->34H(RIGHT) Longest waiting ticks: 1227 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 67 Regions dissolved: 3 Repeated reconstructions avoided: 67 Largest region lifetime: 37 Maximum simultaneous active regions: 2 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=37 Confirmation deferral ticks: 3 Regions reaching confirmation: 0 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2840 Maximum occupied tiles: 12 Seat events: 173 Single-blocker events: 46 Multiple-blocker events: 25 Temporary aisle reoccupations: 100 RIGHT AISLE ----------- Total moves: 3282 Maximum occupied tiles: 14 Seat events: 180 Single-blocker events: 51 Multiple-blocker events: 27 Temporary aisle reoccupations: 113 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 151 Reservations granted: 151 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7542 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9377 Total stationary ticks: 214076 Seat-event requests: 368 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 960 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 960 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 368\nPrecedence substitutions made: 9\nDependency chains followed: 9\nBlocked by waiting-row occupant: 9\nSubstituted events started: 10\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 49 ADMISSION-PERTURBATION SIGNATURE ANALYSIS ============================================================ Date/Time: 2026-07-17 10:40:01 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 5 Scenario seed: 18174656633749288 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 67.38% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2512 Passengers seated: 279/282 Average waiting ticks: 476.50 Longest waiting passenger: P97->29F(LEFT) Longest waiting ticks: 2454 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 0 Rejected cluster candidates: 1 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1577 Regions dissolved: 0 Repeated reconstructions avoided: 1577 Largest region lifetime: 1578 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1578:occupied=3 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1565 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2126 Maximum occupied tiles: 13 Seat events: 135 Single-blocker events: 34 Multiple-blocker events: 17 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 2204 Maximum occupied tiles: 12 Seat events: 144 Single-blocker events: 44 Multiple-blocker events: 14 Temporary aisle reoccupations: 72 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1669 Reservations granted: 1663 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5611 Longest unresolved passenger ID: 6 Longest unresolved row: 31 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P6(31D/LEFT) -> P60(31A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 6 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 11807 Total stationary ticks: 140764 Seat-event requests: 1859 Failed seat-event starts: 1580 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 60 Critical blocker identity: P60->31A(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P60(31A/LEFT/WAITING_FOR_SEAT_EVENT) P6(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1574 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 2 Critical blocker required yield tiles: 32|33 Critical blocker unavailable yield tiles: 33 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1574 Rear-boundary failures: 6 Middle-bank reservation failures: 6 Active-event deferrals: 732 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 32|33 Current unavailable yield tiles: 33 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1865\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 6\nOccupied-space rejections: 1578\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 49 ADMISSION-PERTURBATION SIGNATURE ANALYSIS ============================================================ Date/Time: 2026-07-17 10:40:01 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 5 Scenario seed: 18174656633749288 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 67.38% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2512 Passengers seated: 279/282 Average waiting ticks: 476.53 Longest waiting passenger: P97->29F(LEFT) Longest waiting ticks: 2454 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 0 Rejected cluster candidates: 1 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1577 Regions dissolved: 0 Repeated reconstructions avoided: 1577 Largest region lifetime: 1578 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1578:occupied=3 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1565 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2126 Maximum occupied tiles: 13 Seat events: 135 Single-blocker events: 34 Multiple-blocker events: 17 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 2204 Maximum occupied tiles: 12 Seat events: 144 Single-blocker events: 44 Multiple-blocker events: 14 Temporary aisle reoccupations: 72 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1669 Reservations granted: 1663 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5601 Longest unresolved passenger ID: 6 Longest unresolved row: 31 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P6(31D/LEFT) -> P60(31A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 6 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 11794 Total stationary ticks: 140761 Seat-event requests: 1859 Failed seat-event starts: 1580 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 60 Critical blocker identity: P60->31A(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P60(31A/LEFT/WAITING_FOR_SEAT_EVENT) P6(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1574 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 2 Critical blocker required yield tiles: 32|33 Critical blocker unavailable yield tiles: 33 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1574 Rear-boundary failures: 6 Middle-bank reservation failures: 6 Active-event deferrals: 731 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 32|33 Current unavailable yield tiles: 33 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1865\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 6\nOccupied-space rejections: 1578\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 49 ADMISSION-PERTURBATION SIGNATURE ANALYSIS ============================================================ Date/Time: 2026-07-17 10:40:01 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 6 Scenario seed: 531314812887669783 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 850 Passengers seated: 235/235 Average waiting ticks: 385.31 Longest waiting passenger: P27->24H(RIGHT) Longest waiting ticks: 799 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1658 Maximum occupied tiles: 11 Seat events: 116 Single-blocker events: 33 Multiple-blocker events: 7 Temporary aisle reoccupations: 50 RIGHT AISLE ----------- Total moves: 1741 Maximum occupied tiles: 13 Seat events: 119 Single-blocker events: 28 Multiple-blocker events: 15 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 136 Reservations granted: 128 Reservations denied/waited: 8 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4347 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5457 Total stationary ticks: 94158 Seat-event requests: 246 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 561 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 8 Active-event deferrals: 561 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 254\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 49 ADMISSION-PERTURBATION SIGNATURE ANALYSIS ============================================================ Date/Time: 2026-07-17 10:40:01 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 6 Scenario seed: 531314812887669783 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 850 Passengers seated: 235/235 Average waiting ticks: 385.31 Longest waiting passenger: P27->24H(RIGHT) Longest waiting ticks: 799 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1658 Maximum occupied tiles: 11 Seat events: 116 Single-blocker events: 33 Multiple-blocker events: 7 Temporary aisle reoccupations: 50 RIGHT AISLE ----------- Total moves: 1741 Maximum occupied tiles: 13 Seat events: 119 Single-blocker events: 28 Multiple-blocker events: 15 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 136 Reservations granted: 128 Reservations denied/waited: 8 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4347 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5457 Total stationary ticks: 94158 Seat-event requests: 246 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 561 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 8 Active-event deferrals: 561 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 254\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 49 ADMISSION-PERTURBATION SIGNATURE ANALYSIS ============================================================ Date/Time: 2026-07-17 10:40:01 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 7 Scenario seed: -6701040943463011102 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 59.49% Aisle-assignment balance: 99.72% OUTCOME ------- Status: SUCCESS Completed ticks: 1240 Passengers seated: 353/353 Average waiting ticks: 582.62 Longest waiting passenger: P329->5A(LEFT) Longest waiting ticks: 1189 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 4 Selected release potential total: 6 Last cluster decision: RIGHT:tiles18-20:occupied=3:anchor=P114:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 48 Regions dissolved: 3 Repeated reconstructions avoided: 48 Largest region lifetime: 29 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=11 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3105 Maximum occupied tiles: 14 Seat events: 177 Single-blocker events: 48 Multiple-blocker events: 31 Temporary aisle reoccupations: 112 RIGHT AISLE ----------- Total moves: 3073 Maximum occupied tiles: 13 Seat events: 176 Single-blocker events: 53 Multiple-blocker events: 17 Temporary aisle reoccupations: 92 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 158 Reservations granted: 154 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7810 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9782 Total stationary ticks: 212501 Seat-event requests: 377 Failed seat-event starts: 24 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 941 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 23 Rear-boundary failures: 1 Middle-bank reservation failures: 4 Active-event deferrals: 941 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 379\nPrecedence substitutions made: 2\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 32\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 49 ADMISSION-PERTURBATION SIGNATURE ANALYSIS ============================================================ Date/Time: 2026-07-17 10:40:01 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 7 Scenario seed: -6701040943463011102 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 59.49% Aisle-assignment balance: 99.72% OUTCOME ------- Status: SUCCESS Completed ticks: 1240 Passengers seated: 353/353 Average waiting ticks: 582.61 Longest waiting passenger: P329->5A(LEFT) Longest waiting ticks: 1189 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 4 Selected release potential total: 6 Last cluster decision: RIGHT:tiles18-20:occupied=3:anchor=P114:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 48 Regions dissolved: 3 Repeated reconstructions avoided: 48 Largest region lifetime: 29 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=11 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3105 Maximum occupied tiles: 14 Seat events: 177 Single-blocker events: 48 Multiple-blocker events: 31 Temporary aisle reoccupations: 112 RIGHT AISLE ----------- Total moves: 3073 Maximum occupied tiles: 13 Seat events: 176 Single-blocker events: 53 Multiple-blocker events: 17 Temporary aisle reoccupations: 92 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 158 Reservations granted: 154 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7825 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9791 Total stationary ticks: 212505 Seat-event requests: 376 Failed seat-event starts: 23 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 943 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 23 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 943 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 378\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 49 ADMISSION-PERTURBATION SIGNATURE ANALYSIS ============================================================ Date/Time: 2026-07-17 10:40:01 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 8 Scenario seed: 3811266483724439093 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 98.58% OUTCOME ------- Status: SUCCESS Completed ticks: 1013 Passengers seated: 282/282 Average waiting ticks: 461.68 Longest waiting passenger: P131->10B(LEFT) Longest waiting ticks: 957 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 4 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 6 Selected release potential total: 7 Last cluster decision: LEFT:tiles22-25:occupied=3:anchor=P257:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 57 Regions dissolved: 2 Repeated reconstructions avoided: 57 Largest region lifetime: 49 Maximum simultaneous active regions: 2 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=49 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2211 Maximum occupied tiles: 13 Seat events: 143 Single-blocker events: 41 Multiple-blocker events: 18 Temporary aisle reoccupations: 77 RIGHT AISLE ----------- Total moves: 2150 Maximum occupied tiles: 13 Seat events: 139 Single-blocker events: 37 Multiple-blocker events: 13 Temporary aisle reoccupations: 63 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 95 Reservations granted: 95 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5599 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7192 Total stationary ticks: 134990 Seat-event requests: 300 Failed seat-event starts: 18 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 818 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 18 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 818 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 49 ADMISSION-PERTURBATION SIGNATURE ANALYSIS ============================================================ Date/Time: 2026-07-17 10:40:01 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 8 Scenario seed: 3811266483724439093 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 98.58% OUTCOME ------- Status: SUCCESS Completed ticks: 1013 Passengers seated: 282/282 Average waiting ticks: 461.77 Longest waiting passenger: P131->10B(LEFT) Longest waiting ticks: 957 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 3 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 6 Selected release potential total: 4 Last cluster decision: LEFT:tiles1-8:occupied=6:anchor=P129:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 43 Regions dissolved: 1 Repeated reconstructions avoided: 43 Largest region lifetime: 44 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=44 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2211 Maximum occupied tiles: 13 Seat events: 143 Single-blocker events: 41 Multiple-blocker events: 18 Temporary aisle reoccupations: 77 RIGHT AISLE ----------- Total moves: 2150 Maximum occupied tiles: 13 Seat events: 139 Single-blocker events: 37 Multiple-blocker events: 13 Temporary aisle reoccupations: 63 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 95 Reservations granted: 95 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5589 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7168 Total stationary ticks: 134981 Seat-event requests: 295 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 836 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 836 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 294\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 49 ADMISSION-PERTURBATION SIGNATURE ANALYSIS ============================================================ Date/Time: 2026-07-17 10:40:01 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 9 Scenario seed: -3814949503416810644 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 88.51% OUTCOME ------- Status: SUCCESS Completed ticks: 920 Passengers seated: 235/235 Average waiting ticks: 387.24 Longest waiting passenger: P132->17C(LEFT) Longest waiting ticks: 882 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 7 Regions dissolved: 1 Repeated reconstructions avoided: 7 Largest region lifetime: 8 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=8 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1955 Maximum occupied tiles: 12 Seat events: 131 Single-blocker events: 35 Multiple-blocker events: 19 Temporary aisle reoccupations: 75 RIGHT AISLE ----------- Total moves: 1429 Maximum occupied tiles: 13 Seat events: 104 Single-blocker events: 27 Multiple-blocker events: 7 Temporary aisle reoccupations: 43 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 125 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4542 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5649 Total stationary ticks: 94882 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 502 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 502 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 49 ADMISSION-PERTURBATION SIGNATURE ANALYSIS ============================================================ Date/Time: 2026-07-17 10:40:01 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 9 Scenario seed: -3814949503416810644 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 88.51% OUTCOME ------- Status: SUCCESS Completed ticks: 920 Passengers seated: 235/235 Average waiting ticks: 387.29 Longest waiting passenger: P132->17C(LEFT) Longest waiting ticks: 882 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1955 Maximum occupied tiles: 12 Seat events: 131 Single-blocker events: 35 Multiple-blocker events: 19 Temporary aisle reoccupations: 75 RIGHT AISLE ----------- Total moves: 1429 Maximum occupied tiles: 13 Seat events: 104 Single-blocker events: 27 Multiple-blocker events: 7 Temporary aisle reoccupations: 43 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 125 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4542 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5628 Total stationary ticks: 94876 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 499 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 499 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 49 ADMISSION-PERTURBATION SIGNATURE ANALYSIS ============================================================ Date/Time: 2026-07-17 10:40:01 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 10 Scenario seed: 139157955229496041 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.16% OUTCOME ------- Status: SUCCESS Completed ticks: 1007 Passengers seated: 282/282 Average waiting ticks: 461.02 Longest waiting passenger: P176->9H(RIGHT) Longest waiting ticks: 961 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2150 Maximum occupied tiles: 12 Seat events: 137 Single-blocker events: 47 Multiple-blocker events: 9 Temporary aisle reoccupations: 65 RIGHT AISLE ----------- Total moves: 2221 Maximum occupied tiles: 14 Seat events: 145 Single-blocker events: 39 Multiple-blocker events: 13 Temporary aisle reoccupations: 65 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 98 Reservations granted: 98 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5774 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7193 Total stationary ticks: 134982 Seat-event requests: 288 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 717 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 717 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 288\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 49 ADMISSION-PERTURBATION SIGNATURE ANALYSIS ============================================================ Date/Time: 2026-07-17 10:40:01 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 10 Scenario seed: 139157955229496041 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.16% OUTCOME ------- Status: SUCCESS Completed ticks: 1007 Passengers seated: 282/282 Average waiting ticks: 461.05 Longest waiting passenger: P176->9H(RIGHT) Longest waiting ticks: 961 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 3 Regions dissolved: 1 Repeated reconstructions avoided: 3 Largest region lifetime: 4 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=4 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2150 Maximum occupied tiles: 12 Seat events: 137 Single-blocker events: 47 Multiple-blocker events: 9 Temporary aisle reoccupations: 65 RIGHT AISLE ----------- Total moves: 2221 Maximum occupied tiles: 14 Seat events: 145 Single-blocker events: 39 Multiple-blocker events: 13 Temporary aisle reoccupations: 65 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 98 Reservations granted: 98 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5769 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7214 Total stationary ticks: 134988 Seat-event requests: 289 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 731 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 731 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 289\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 6\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 49 ADMISSION-PERTURBATION SIGNATURE ANALYSIS ============================================================ Date/Time: 2026-07-17 10:40:01 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 11 Scenario seed: 7426425998591461158 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 98.58% OUTCOME ------- Status: SUCCESS Completed ticks: 1038 Passengers seated: 282/282 Average waiting ticks: 476.24 Longest waiting passenger: P52->30I(RIGHT) Longest waiting ticks: 975 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2266 Maximum occupied tiles: 12 Seat events: 139 Single-blocker events: 35 Multiple-blocker events: 14 Temporary aisle reoccupations: 63 RIGHT AISLE ----------- Total moves: 2145 Maximum occupied tiles: 11 Seat events: 143 Single-blocker events: 45 Multiple-blocker events: 13 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 106 Reservations granted: 97 Reservations denied/waited: 9 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5223 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6329 Total stationary ticks: 138530 Seat-event requests: 288 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 591 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 9 Active-event deferrals: 591 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 49 ADMISSION-PERTURBATION SIGNATURE ANALYSIS ============================================================ Date/Time: 2026-07-17 10:40:01 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 11 Scenario seed: 7426425998591461158 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 98.58% OUTCOME ------- Status: SUCCESS Completed ticks: 1038 Passengers seated: 282/282 Average waiting ticks: 475.94 Longest waiting passenger: P52->30I(RIGHT) Longest waiting ticks: 975 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2266 Maximum occupied tiles: 12 Seat events: 139 Single-blocker events: 35 Multiple-blocker events: 14 Temporary aisle reoccupations: 63 RIGHT AISLE ----------- Total moves: 2145 Maximum occupied tiles: 11 Seat events: 143 Single-blocker events: 45 Multiple-blocker events: 13 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 107 Reservations granted: 97 Reservations denied/waited: 10 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5300 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6395 Total stationary ticks: 138513 Seat-event requests: 288 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 590 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 10 Active-event deferrals: 590 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 49 ADMISSION-PERTURBATION SIGNATURE ANALYSIS ============================================================ Date/Time: 2026-07-17 10:40:01 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 12 Scenario seed: -8295871527466017660 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1048 Passengers seated: 282/282 Average waiting ticks: 462.85 Longest waiting passenger: P112->16G(RIGHT) Longest waiting ticks: 986 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1973 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 34 Multiple-blocker events: 12 Temporary aisle reoccupations: 58 RIGHT AISLE ----------- Total moves: 2397 Maximum occupied tiles: 13 Seat events: 148 Single-blocker events: 38 Multiple-blocker events: 22 Temporary aisle reoccupations: 82 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 100 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5834 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7362 Total stationary ticks: 135618 Seat-event requests: 296 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 719 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 719 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 49 ADMISSION-PERTURBATION SIGNATURE ANALYSIS ============================================================ Date/Time: 2026-07-17 10:40:01 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 12 Scenario seed: -8295871527466017660 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1048 Passengers seated: 282/282 Average waiting ticks: 462.75 Longest waiting passenger: P112->16G(RIGHT) Longest waiting ticks: 986 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1973 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 33 Multiple-blocker events: 13 Temporary aisle reoccupations: 59 RIGHT AISLE ----------- Total moves: 2397 Maximum occupied tiles: 13 Seat events: 148 Single-blocker events: 37 Multiple-blocker events: 22 Temporary aisle reoccupations: 81 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 103 Reservations granted: 100 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5884 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7386 Total stationary ticks: 135627 Seat-event requests: 296 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 709 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 709 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 299\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 49 ADMISSION-PERTURBATION SIGNATURE ANALYSIS ============================================================ Date/Time: 2026-07-17 10:40:02 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 13 Scenario seed: -8055353810995374288 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 93.62% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2323 Passengers seated: 224/235 Average waiting ticks: 409.51 Longest waiting passenger: P1->20F(LEFT) Longest waiting ticks: 2289 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 8 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 8 Selected release potential total: 0 Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1529 Regions dissolved: 2 Repeated reconstructions avoided: 1529 Largest region lifetime: 1491 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1491:occupied=8 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1481 State changes reopening evaluation: 7 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1819 Maximum occupied tiles: 12 Seat events: 114 Single-blocker events: 31 Multiple-blocker events: 11 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 1515 Maximum occupied tiles: 13 Seat events: 110 Single-blocker events: 29 Multiple-blocker events: 9 Temporary aisle reoccupations: 50 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1619 Reservations granted: 1619 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 9 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 13720 Longest unresolved passenger ID: 229 Longest unresolved row: 29 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 8 Longest dependency chain: P83(30C/LEFT) -> P160(27E/LEFT) -> P192(23B/LEFT) -> P0(18C/LEFT) -> P87(20B/LEFT) -> P125(27B/LEFT) -> P165(28D/LEFT) -> P1(20F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 83 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 9 Total blocked ticks: 21330 Total stationary ticks: 112907 Seat-event requests: 1731 Failed seat-event starts: 1507 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 1 Critical blocker identity: P1->20F(LEFT) Direct fan-out: 1 Total indirect descendants: 7 Critical tree size including blocker: 8 Critical tree depth: 8 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 11 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P1(20F/LEFT/WAITING_FOR_SEAT_EVENT) P165(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P125(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P87(20B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P0(18C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P192(23B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P160(27E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P83(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1507 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 21|22|23 Critical blocker unavailable yield tiles: 23 Critical blocker yield-tile occupants: 166 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1507 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 476 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 3 Yield-occupant trace: yieldOccupant[166]: P166(30E/LEFT/MOVING_IN_AISLE@tile23) -> P229(29C/LEFT/MOVING_IN_AISLE@tile24) -> P103(25C/LEFT/WAITING_AT_ROW@tile25) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P103->25C(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P166{seat=30E,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=23,directBlocker=229,lastMoveTick=816,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 21|22|23 Current unavailable yield tiles: 23 Current yield-tile occupants: 166 Final row-event chain: 1|166|229|103 Final row-event chain length: 4 Distinct row events in chain: 4 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1731\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 5\nOccupied-space rejections: 1511\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 49 ADMISSION-PERTURBATION SIGNATURE ANALYSIS ============================================================ Date/Time: 2026-07-17 10:40:02 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 13 Scenario seed: -8055353810995374288 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 93.62% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2323 Passengers seated: 224/235 Average waiting ticks: 409.60 Longest waiting passenger: P1->20F(LEFT) Longest waiting ticks: 2289 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 8 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 8 Selected release potential total: 0 Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1529 Regions dissolved: 2 Repeated reconstructions avoided: 1529 Largest region lifetime: 1491 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1491:occupied=8 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1481 State changes reopening evaluation: 7 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1819 Maximum occupied tiles: 12 Seat events: 114 Single-blocker events: 31 Multiple-blocker events: 11 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 1515 Maximum occupied tiles: 13 Seat events: 110 Single-blocker events: 29 Multiple-blocker events: 9 Temporary aisle reoccupations: 50 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1619 Reservations granted: 1619 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 9 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 13711 Longest unresolved passenger ID: 229 Longest unresolved row: 29 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 8 Longest dependency chain: P83(30C/LEFT) -> P160(27E/LEFT) -> P192(23B/LEFT) -> P0(18C/LEFT) -> P87(20B/LEFT) -> P125(27B/LEFT) -> P165(28D/LEFT) -> P1(20F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 83 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 9 Total blocked ticks: 21335 Total stationary ticks: 112908 Seat-event requests: 1731 Failed seat-event starts: 1507 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 1 Critical blocker identity: P1->20F(LEFT) Direct fan-out: 1 Total indirect descendants: 7 Critical tree size including blocker: 8 Critical tree depth: 8 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 11 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P1(20F/LEFT/WAITING_FOR_SEAT_EVENT) P165(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P125(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P87(20B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P0(18C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P192(23B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P160(27E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P83(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1507 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 21|22|23 Critical blocker unavailable yield tiles: 23 Critical blocker yield-tile occupants: 166 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1507 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 497 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 3 Yield-occupant trace: yieldOccupant[166]: P166(30E/LEFT/MOVING_IN_AISLE@tile23) -> P229(29C/LEFT/MOVING_IN_AISLE@tile24) -> P103(25C/LEFT/WAITING_AT_ROW@tile25) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P103->25C(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P166{seat=30E,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=23,directBlocker=229,lastMoveTick=823,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 21|22|23 Current unavailable yield tiles: 23 Current yield-tile occupants: 166 Final row-event chain: 1|166|229|103 Final row-event chain length: 4 Distinct row events in chain: 4 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1731\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 5\nOccupied-space rejections: 1511\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 49 ADMISSION-PERTURBATION SIGNATURE ANALYSIS ============================================================ Date/Time: 2026-07-17 10:40:02 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 14 Scenario seed: -457221805872256975 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 99.15% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2754 Passengers seated: 350/353 Average waiting ticks: 592.43 Longest waiting passenger: P342->34J(RIGHT) Longest waiting ticks: 2674 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 4 Cluster candidates evaluated: 5 Executable cluster candidates: 2 Rejected cluster candidates: 3 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 4 Selected release potential total: 5 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1576 Regions dissolved: 2 Repeated reconstructions avoided: 1576 Largest region lifetime: 1549 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1549:occupied=3 Confirmation deferral ticks: 6 Regions reaching confirmation: 3 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1539 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3091 Maximum occupied tiles: 13 Seat events: 178 Single-blocker events: 53 Multiple-blocker events: 20 Temporary aisle reoccupations: 97 RIGHT AISLE ----------- Total moves: 3066 Maximum occupied tiles: 14 Seat events: 172 Single-blocker events: 47 Multiple-blocker events: 21 Temporary aisle reoccupations: 89 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 155 Reservations granted: 152 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7560 Longest unresolved passenger ID: 32 Longest unresolved row: 34 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P32(34D/RIGHT) -> P342(34J/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 32 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 14220 Total stationary ticks: 217253 Seat-event requests: 1935 Failed seat-event starts: 1585 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 342 Critical blocker identity: P342->34J(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P342(34J/RIGHT/WAITING_FOR_SEAT_EVENT) P32(34D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1585 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 35|36 Critical blocker unavailable yield tiles: 36 Critical blocker yield-tile occupants: 54 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1585 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 991 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[54]: P54(36E/RIGHT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P54->36E(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P54{seat=36E,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=1164,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 35|36 Current unavailable yield tiles: 36 Current yield-tile occupants: 54 Final row-event chain: 342|54 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1936\nPrecedence substitutions made: 3\nDependency chains followed: 1563\nBlocked by waiting-row occupant: 1563\nSubstituted events started: 7\nOccupied-space rejections: 1589\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 49 ADMISSION-PERTURBATION SIGNATURE ANALYSIS ============================================================ Date/Time: 2026-07-17 10:40:02 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 14 Scenario seed: -457221805872256975 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 99.15% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2754 Passengers seated: 348/353 Average waiting ticks: 588.02 Longest waiting passenger: P208->36I(RIGHT) Longest waiting ticks: 2688 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 5 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 5 Selected release potential total: 5 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1636 Regions dissolved: 2 Repeated reconstructions avoided: 1636 Largest region lifetime: 1609 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1609:occupied=5 Confirmation deferral ticks: 5 Regions reaching confirmation: 3 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1569 State changes reopening evaluation: 3 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3091 Maximum occupied tiles: 13 Seat events: 178 Single-blocker events: 53 Multiple-blocker events: 20 Temporary aisle reoccupations: 97 RIGHT AISLE ----------- Total moves: 3061 Maximum occupied tiles: 13 Seat events: 170 Single-blocker events: 46 Multiple-blocker events: 20 Temporary aisle reoccupations: 86 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 155 Reservations granted: 152 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 4 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7410 Longest unresolved passenger ID: 283 Longest unresolved row: 36 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 5 Longest dependency chain: P32(34D/RIGHT) -> P342(34J/RIGHT) -> P54(36E/RIGHT) -> P283(36J/RIGHT) -> P208(36I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 32 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 4 Total blocked ticks: 17344 Total stationary ticks: 220392 Seat-event requests: 1956 Failed seat-event starts: 1608 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 208 Critical blocker identity: P208->36I(RIGHT) Direct fan-out: 1 Total indirect descendants: 4 Critical tree size including blocker: 5 Critical tree depth: 5 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P208(36I/RIGHT/WAITING_FOR_SEAT_EVENT) P283(36J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P54(36E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P342(34J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P32(34D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1583 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 1 Critical blocker required yield tiles: 37 Critical blocker unavailable yield tiles: 37 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 25 Rear-boundary failures: 1583 Middle-bank reservation failures: 3 Active-event deferrals: 975 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 1 Current required yield tiles: 37 Current unavailable yield tiles: 37 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1957\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 7\nOccupied-space rejections: 29\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 49 ADMISSION-PERTURBATION SIGNATURE ANALYSIS ============================================================ Date/Time: 2026-07-17 10:40:02 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 15 Scenario seed: 4062907901791905793 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 997 Passengers seated: 282/282 Average waiting ticks: 460.21 Longest waiting passenger: P9->22G(RIGHT) Longest waiting ticks: 933 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 3 Cluster candidates evaluated: 3 Executable cluster candidates: 2 Rejected cluster candidates: 1 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 7 Selected release potential total: 10 Last cluster decision: RIGHT:tiles11-17:occupied=5:anchor=P65:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 50 Regions dissolved: 1 Repeated reconstructions avoided: 50 Largest region lifetime: 51 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=51 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2233 Maximum occupied tiles: 11 Seat events: 140 Single-blocker events: 35 Multiple-blocker events: 12 Temporary aisle reoccupations: 59 RIGHT AISLE ----------- Total moves: 2129 Maximum occupied tiles: 13 Seat events: 142 Single-blocker events: 44 Multiple-blocker events: 18 Temporary aisle reoccupations: 80 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 93 Reservations granted: 93 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5878 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7413 Total stationary ticks: 134982 Seat-event requests: 294 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 679 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 679 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 6\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 49 ADMISSION-PERTURBATION SIGNATURE ANALYSIS ============================================================ Date/Time: 2026-07-17 10:40:02 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 15 Scenario seed: 4062907901791905793 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 997 Passengers seated: 282/282 Average waiting ticks: 460.20 Longest waiting passenger: P9->22G(RIGHT) Longest waiting ticks: 933 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 3 Cluster candidates evaluated: 3 Executable cluster candidates: 2 Rejected cluster candidates: 1 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 7 Selected release potential total: 10 Last cluster decision: RIGHT:tiles11-17:occupied=5:anchor=P65:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 50 Regions dissolved: 1 Repeated reconstructions avoided: 50 Largest region lifetime: 51 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=51 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2233 Maximum occupied tiles: 11 Seat events: 140 Single-blocker events: 35 Multiple-blocker events: 12 Temporary aisle reoccupations: 59 RIGHT AISLE ----------- Total moves: 2129 Maximum occupied tiles: 13 Seat events: 142 Single-blocker events: 44 Multiple-blocker events: 18 Temporary aisle reoccupations: 80 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 93 Reservations granted: 93 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5878 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7406 Total stationary ticks: 134980 Seat-event requests: 294 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 673 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 673 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 6\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 49 ADMISSION-PERTURBATION SIGNATURE ANALYSIS ============================================================ Date/Time: 2026-07-17 10:40:02 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 16 Scenario seed: -8950795278425470047 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 93.62% OUTCOME ------- Status: SUCCESS Completed ticks: 871 Passengers seated: 235/235 Average waiting ticks: 383.03 Longest waiting passenger: P128->5B(LEFT) Longest waiting ticks: 818 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1858 Maximum occupied tiles: 11 Seat events: 125 Single-blocker events: 33 Multiple-blocker events: 11 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1550 Maximum occupied tiles: 11 Seat events: 110 Single-blocker events: 25 Multiple-blocker events: 11 Temporary aisle reoccupations: 48 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 129 Reservations granted: 127 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4307 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5477 Total stationary ticks: 93689 Seat-event requests: 245 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 551 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 551 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 247\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 49 ADMISSION-PERTURBATION SIGNATURE ANALYSIS ============================================================ Date/Time: 2026-07-17 10:40:02 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 16 Scenario seed: -8950795278425470047 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 93.62% OUTCOME ------- Status: SUCCESS Completed ticks: 871 Passengers seated: 235/235 Average waiting ticks: 383.03 Longest waiting passenger: P128->5B(LEFT) Longest waiting ticks: 818 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1858 Maximum occupied tiles: 11 Seat events: 125 Single-blocker events: 33 Multiple-blocker events: 11 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1550 Maximum occupied tiles: 11 Seat events: 110 Single-blocker events: 25 Multiple-blocker events: 11 Temporary aisle reoccupations: 48 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 129 Reservations granted: 127 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4307 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5477 Total stationary ticks: 93689 Seat-event requests: 245 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 551 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 551 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 247\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 49 ADMISSION-PERTURBATION SIGNATURE ANALYSIS ============================================================ Date/Time: 2026-07-17 10:40:02 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 17 Scenario seed: -5993034706659066824 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 97.16% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2462 Passengers seated: 272/282 Average waiting ticks: 465.14 Longest waiting passenger: P226->32I(RIGHT) Longest waiting ticks: 2400 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 5 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 10 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1708 Regions dissolved: 0 Repeated reconstructions avoided: 1708 Largest region lifetime: 1709 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1709:occupied=10 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1558 State changes reopening evaluation: 4 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2175 Maximum occupied tiles: 12 Seat events: 137 Single-blocker events: 42 Multiple-blocker events: 15 Temporary aisle reoccupations: 72 RIGHT AISLE ----------- Total moves: 2181 Maximum occupied tiles: 18 Seat events: 135 Single-blocker events: 40 Multiple-blocker events: 13 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 97 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 9 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 14808 Longest unresolved passenger ID: 121 Longest unresolved row: 32 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 10 Longest dependency chain: P207(29G/RIGHT) -> P59(26E/RIGHT) -> P117(32E/RIGHT) -> P149(31I/RIGHT) -> P78(31E/RIGHT) -> P187(29I/RIGHT) -> P154(30H/RIGHT) -> P172(31G/RIGHT) -> P121(32H/RIGHT) -> P226(32I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 207 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 9 Total blocked ticks: 22820 Total stationary ticks: 150192 Seat-event requests: 1851 Failed seat-event starts: 1579 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 226 Critical blocker identity: P226->32I(RIGHT) Direct fan-out: 1 Total indirect descendants: 9 Critical tree size including blocker: 10 Critical tree depth: 10 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 10 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P226(32I/RIGHT/WAITING_FOR_SEAT_EVENT) P121(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P172(31G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P154(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P187(29I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P78(31E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P149(31I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P117(32E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P59(26E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P207(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1567 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 1 Critical blocker required yield tiles: 33 Critical blocker unavailable yield tiles: 33 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 1567 Middle-bank reservation failures: 4 Active-event deferrals: 721 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 1 Current required yield tiles: 33 Current unavailable yield tiles: 33 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1855\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 49 ADMISSION-PERTURBATION SIGNATURE ANALYSIS ============================================================ Date/Time: 2026-07-17 10:40:02 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 17 Scenario seed: -5993034706659066824 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 97.16% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2462 Passengers seated: 272/282 Average waiting ticks: 465.23 Longest waiting passenger: P226->32I(RIGHT) Longest waiting ticks: 2397 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 5 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 10 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1708 Regions dissolved: 0 Repeated reconstructions avoided: 1708 Largest region lifetime: 1709 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1709:occupied=10 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1558 State changes reopening evaluation: 4 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2175 Maximum occupied tiles: 12 Seat events: 137 Single-blocker events: 42 Multiple-blocker events: 15 Temporary aisle reoccupations: 72 RIGHT AISLE ----------- Total moves: 2181 Maximum occupied tiles: 18 Seat events: 135 Single-blocker events: 40 Multiple-blocker events: 13 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 97 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 9 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 14804 Longest unresolved passenger ID: 121 Longest unresolved row: 32 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 10 Longest dependency chain: P207(29G/RIGHT) -> P59(26E/RIGHT) -> P117(32E/RIGHT) -> P149(31I/RIGHT) -> P78(31E/RIGHT) -> P187(29I/RIGHT) -> P154(30H/RIGHT) -> P172(31G/RIGHT) -> P121(32H/RIGHT) -> P226(32I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 207 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 9 Total blocked ticks: 22805 Total stationary ticks: 150187 Seat-event requests: 1851 Failed seat-event starts: 1579 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 226 Critical blocker identity: P226->32I(RIGHT) Direct fan-out: 1 Total indirect descendants: 9 Critical tree size including blocker: 10 Critical tree depth: 10 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 10 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P226(32I/RIGHT/WAITING_FOR_SEAT_EVENT) P121(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P172(31G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P154(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P187(29I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P78(31E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P149(31I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P117(32E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P59(26E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P207(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1567 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 1 Critical blocker required yield tiles: 33 Critical blocker unavailable yield tiles: 33 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 1567 Middle-bank reservation failures: 4 Active-event deferrals: 733 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 1 Current required yield tiles: 33 Current unavailable yield tiles: 33 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1855\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 49 ADMISSION-PERTURBATION SIGNATURE ANALYSIS ============================================================ Date/Time: 2026-07-17 10:40:02 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 18 Scenario seed: 8947593190842218294 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 997 Passengers seated: 282/282 Average waiting ticks: 464.79 Longest waiting passenger: P235->25A(LEFT) Longest waiting ticks: 951 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2262 Maximum occupied tiles: 11 Seat events: 142 Single-blocker events: 33 Multiple-blocker events: 18 Temporary aisle reoccupations: 69 RIGHT AISLE ----------- Total moves: 2126 Maximum occupied tiles: 15 Seat events: 140 Single-blocker events: 41 Multiple-blocker events: 17 Temporary aisle reoccupations: 75 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 96 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5604 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6957 Total stationary ticks: 135735 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 725 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 725 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 49 ADMISSION-PERTURBATION SIGNATURE ANALYSIS ============================================================ Date/Time: 2026-07-17 10:40:02 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 18 Scenario seed: 8947593190842218294 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 997 Passengers seated: 282/282 Average waiting ticks: 464.83 Longest waiting passenger: P235->25A(LEFT) Longest waiting ticks: 951 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2262 Maximum occupied tiles: 11 Seat events: 142 Single-blocker events: 33 Multiple-blocker events: 18 Temporary aisle reoccupations: 69 RIGHT AISLE ----------- Total moves: 2126 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 41 Multiple-blocker events: 17 Temporary aisle reoccupations: 75 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 96 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5595 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6886 Total stationary ticks: 135714 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 694 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 694 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 49 ADMISSION-PERTURBATION SIGNATURE ANALYSIS ============================================================ Date/Time: 2026-07-17 10:40:02 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 19 Scenario seed: -3071790934870179305 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 75.74% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 833 Passengers seated: 235/235 Average waiting ticks: 380.66 Longest waiting passenger: P185->4H(RIGHT) Longest waiting ticks: 773 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 6 Last cluster decision: RIGHT:tiles9-12:occupied=3:anchor=P225:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 37 Regions dissolved: 3 Repeated reconstructions avoided: 37 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=13 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1680 Maximum occupied tiles: 12 Seat events: 116 Single-blocker events: 38 Multiple-blocker events: 7 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 1742 Maximum occupied tiles: 13 Seat events: 119 Single-blocker events: 26 Multiple-blocker events: 13 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 130 Reservations granted: 130 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4682 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5910 Total stationary ticks: 93445 Seat-event requests: 252 Failed seat-event starts: 17 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 626 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 17 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 626 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 7\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 49 ADMISSION-PERTURBATION SIGNATURE ANALYSIS ============================================================ Date/Time: 2026-07-17 10:40:02 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 19 Scenario seed: -3071790934870179305 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 75.74% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 833 Passengers seated: 235/235 Average waiting ticks: 380.66 Longest waiting passenger: P185->4H(RIGHT) Longest waiting ticks: 773 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 6 Last cluster decision: RIGHT:tiles9-12:occupied=3:anchor=P225:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 37 Regions dissolved: 3 Repeated reconstructions avoided: 37 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=13 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1680 Maximum occupied tiles: 12 Seat events: 116 Single-blocker events: 38 Multiple-blocker events: 7 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 1742 Maximum occupied tiles: 13 Seat events: 119 Single-blocker events: 26 Multiple-blocker events: 13 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 130 Reservations granted: 130 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4682 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5910 Total stationary ticks: 93445 Seat-event requests: 252 Failed seat-event starts: 17 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 626 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 17 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 626 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 7\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 49 ADMISSION-PERTURBATION SIGNATURE ANALYSIS ============================================================ Date/Time: 2026-07-17 10:40:02 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 20 Scenario seed: -4277139289941249147 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.50% Blocker-prone seat share (topology component): 67.38% Aisle-assignment balance: 96.45% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2523 Passengers seated: 276/282 Average waiting ticks: 495.66 Longest waiting passenger: P93->28I(RIGHT) Longest waiting ticks: 2480 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 4 Cluster candidates evaluated: 4 Executable cluster candidates: 0 Rejected cluster candidates: 4 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 5 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1611 Regions dissolved: 0 Repeated reconstructions avoided: 1611 Largest region lifetime: 1612 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1612:occupied=5 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1536 State changes reopening evaluation: 3 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2124 Maximum occupied tiles: 12 Seat events: 136 Single-blocker events: 45 Multiple-blocker events: 16 Temporary aisle reoccupations: 77 RIGHT AISLE ----------- Total moves: 2229 Maximum occupied tiles: 14 Seat events: 140 Single-blocker events: 56 Multiple-blocker events: 8 Temporary aisle reoccupations: 72 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 96 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 5671 Longest unresolved passenger ID: 91 Longest unresolved row: 32 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P275(32F/RIGHT) -> P246(32G/RIGHT) -> P218(30F/RIGHT) -> P93(28I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 275 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 15939 Total stationary ticks: 148649 Seat-event requests: 1851 Failed seat-event starts: 1575 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 93 Critical blocker identity: P93->28I(RIGHT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 6 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P93(28I/RIGHT/WAITING_FOR_SEAT_EVENT) P218(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P246(32G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P275(32F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1575 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 29|30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 249 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1575 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 820 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[249]: P249(30I/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P249->30I(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P249{seat=30I,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=815,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 29|30 Current unavailable yield tiles: 30 Current yield-tile occupants: 249 Final row-event chain: 93|249 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1851\nPrecedence substitutions made: 1\nDependency chains followed: 1568\nBlocked by waiting-row occupant: 3115\nSubstituted events started: 1\nOccupied-space rejections: 6237\nMaximum scheduling-chain depth: 3\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 49 ADMISSION-PERTURBATION SIGNATURE ANALYSIS ============================================================ Date/Time: 2026-07-17 10:40:02 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 20 Scenario seed: -4277139289941249147 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.50% Blocker-prone seat share (topology component): 67.38% Aisle-assignment balance: 96.45% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2523 Passengers seated: 276/282 Average waiting ticks: 495.65 Longest waiting passenger: P93->28I(RIGHT) Longest waiting ticks: 2480 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 4 Cluster candidates evaluated: 4 Executable cluster candidates: 0 Rejected cluster candidates: 4 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 5 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1611 Regions dissolved: 0 Repeated reconstructions avoided: 1611 Largest region lifetime: 1612 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1612:occupied=5 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1536 State changes reopening evaluation: 3 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2124 Maximum occupied tiles: 12 Seat events: 136 Single-blocker events: 45 Multiple-blocker events: 16 Temporary aisle reoccupations: 77 RIGHT AISLE ----------- Total moves: 2229 Maximum occupied tiles: 14 Seat events: 140 Single-blocker events: 56 Multiple-blocker events: 8 Temporary aisle reoccupations: 72 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 96 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 5678 Longest unresolved passenger ID: 91 Longest unresolved row: 32 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P275(32F/RIGHT) -> P246(32G/RIGHT) -> P218(30F/RIGHT) -> P93(28I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 275 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 15956 Total stationary ticks: 148656 Seat-event requests: 1851 Failed seat-event starts: 1575 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 93 Critical blocker identity: P93->28I(RIGHT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 6 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P93(28I/RIGHT/WAITING_FOR_SEAT_EVENT) P218(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P246(32G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P275(32F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1575 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 29|30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 249 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1575 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 826 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[249]: P249(30I/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P249->30I(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P249{seat=30I,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=815,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 29|30 Current unavailable yield tiles: 30 Current yield-tile occupants: 249 Final row-event chain: 93|249 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1851\nPrecedence substitutions made: 1\nDependency chains followed: 1568\nBlocked by waiting-row occupant: 3115\nSubstituted events started: 1\nOccupied-space rejections: 6237\nMaximum scheduling-chain depth: 3\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 49 ADMISSION-PERTURBATION SIGNATURE ANALYSIS ============================================================ Date/Time: 2026-07-17 10:40:02 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 21 Scenario seed: 2156042196335317824 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2509 Passengers seated: 280/282 Average waiting ticks: 465.41 Longest waiting passenger: P120->32F(LEFT) Longest waiting ticks: 2432 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 6 Selected release potential total: 5 Last cluster decision: RIGHT:tiles19-24:occupied=5:anchor=P160:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 26 Regions dissolved: 1 Repeated reconstructions avoided: 26 Largest region lifetime: 27 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=27 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2155 Maximum occupied tiles: 15 Seat events: 136 Single-blocker events: 40 Multiple-blocker events: 15 Temporary aisle reoccupations: 70 RIGHT AISLE ----------- Total moves: 2213 Maximum occupied tiles: 13 Seat events: 144 Single-blocker events: 31 Multiple-blocker events: 20 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1670 Reservations granted: 1670 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5604 Longest unresolved passenger ID: 44 Longest unresolved row: 32 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P44(32C/LEFT) -> P120(32F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 44 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 10298 Total stationary ticks: 137703 Seat-event requests: 1872 Failed seat-event starts: 1592 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 120 Critical blocker identity: P120->32F(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P120(32F/LEFT/WAITING_FOR_SEAT_EVENT) P44(32C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1573 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 33|34 Critical blocker unavailable yield tiles: 33|34 Critical blocker yield-tile occupants: -1|-1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 19 Rear-boundary failures: 1573 Middle-bank reservation failures: 0 Active-event deferrals: 729 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 33|34 Current unavailable yield tiles: 33|34 Current yield-tile occupants: -1|-1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1871\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 49 ADMISSION-PERTURBATION SIGNATURE ANALYSIS ============================================================ Date/Time: 2026-07-17 10:40:02 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 21 Scenario seed: 2156042196335317824 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2509 Passengers seated: 280/282 Average waiting ticks: 465.39 Longest waiting passenger: P120->32F(LEFT) Longest waiting ticks: 2432 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 6 Selected release potential total: 5 Last cluster decision: RIGHT:tiles19-24:occupied=5:anchor=P160:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 26 Regions dissolved: 1 Repeated reconstructions avoided: 26 Largest region lifetime: 27 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=27 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2155 Maximum occupied tiles: 15 Seat events: 136 Single-blocker events: 40 Multiple-blocker events: 15 Temporary aisle reoccupations: 70 RIGHT AISLE ----------- Total moves: 2213 Maximum occupied tiles: 13 Seat events: 144 Single-blocker events: 31 Multiple-blocker events: 20 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1670 Reservations granted: 1670 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5614 Longest unresolved passenger ID: 44 Longest unresolved row: 32 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P44(32C/LEFT) -> P120(32F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 44 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 10312 Total stationary ticks: 137707 Seat-event requests: 1872 Failed seat-event starts: 1592 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 120 Critical blocker identity: P120->32F(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P120(32F/LEFT/WAITING_FOR_SEAT_EVENT) P44(32C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1573 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 33|34 Critical blocker unavailable yield tiles: 33|34 Critical blocker yield-tile occupants: -1|-1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 19 Rear-boundary failures: 1573 Middle-bank reservation failures: 0 Active-event deferrals: 732 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 33|34 Current unavailable yield tiles: 33|34 Current yield-tile occupants: -1|-1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1871\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 49 ADMISSION-PERTURBATION SIGNATURE ANALYSIS ============================================================ Date/Time: 2026-07-17 10:40:02 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 22 Scenario seed: -5766723168729519310 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 96.32% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2745 Passengers seated: 277/353 Average waiting ticks: 763.89 Longest waiting passenger: P6->14I(RIGHT) Longest waiting ticks: 2745 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 5 Clusters detected: 5 Activations without intervention: 36 Cluster candidates evaluated: 58 Executable cluster candidates: 0 Rejected cluster candidates: 58 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 36 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 5 Region updates: 4062 Regions dissolved: 3 Repeated reconstructions avoided: 4062 Largest region lifetime: 2370 Maximum simultaneous active regions: 3 Regions active at termination: 2 Last lifecycle event: UPDATE:R1:age=2370:occupied=36 Confirmation deferral ticks: 7 Regions reaching confirmation: 2 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 2084 State changes reopening evaluation: 34 Region priority competitions: 1569 Regions ranked: 3138 Hierarchical selections: 1569 Lower-priority evaluations deferred: 1546 Highest selected priority score: 39710 Left/right priority wins: 0/1569 Priority ties: 0 Last priority decision: LEFT:R4:score=7810 | RIGHT:R1:score=39710 | selected=RIGHT LEFT AISLE ---------- Total moves: 3174 Maximum occupied tiles: 16 Seat events: 176 Single-blocker events: 40 Multiple-blocker events: 22 Temporary aisle reoccupations: 88 RIGHT AISLE ----------- Total moves: 2127 Maximum occupied tiles: 36 Seat events: 101 Single-blocker events: 20 Multiple-blocker events: 10 Temporary aisle reoccupations: 42 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 2198 Reservations granted: 2198 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 33 Remaining moving in aisle: 37 Remaining waiting at row: 6 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 74808 Longest unresolved passenger ID: 6 Longest unresolved row: 14 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 25 Longest dependency chain: P311(16F/RIGHT) -> P292(5J/RIGHT) -> P309(25H/RIGHT) -> P68(35E/RIGHT) -> P318(34I/RIGHT) -> P105(17H/RIGHT) -> P203(32I/RIGHT) -> P103(27G/RIGHT) -> P152(36H/RIGHT) -> P125(31D/RIGHT) -> P308(20I/RIGHT) -> P143(29E/RIGHT) -> P100(14J/RIGHT) -> P211(15I/RIGHT) -> P259(30J/RIGHT) -> P135(28I/RIGHT) -> P42(21I/RIGHT) -> P181(32D/RIGHT) -> P139(25I/RIGHT) -> P194(28F/RIGHT) -> P55(32H/RIGHT) -> P243(28J/RIGHT) -> P296(28D/RIGHT) -> P217(30I/RIGHT) -> P140(25E/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 311 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 37 Total blocked ticks: 93355 Total stationary ticks: 349294 Seat-event requests: 3976 Failed seat-event starts: 3699 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 140 Critical blocker identity: P140->25E(RIGHT) Direct fan-out: 1 Total indirect descendants: 24 Critical tree size including blocker: 25 Critical tree depth: 25 Frozen internal components: 6 Terminal WAITING_FOR_SEAT_EVENT nodes: 6 Unresolved internal passengers: 43 Unresolved outside passengers: 33 Unresolved internal passengers outside critical tree: 18 Critical blocker tree: P140(25E/RIGHT/WAITING_FOR_SEAT_EVENT) P217(30I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P296(28D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P243(28J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P55(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P194(28F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P139(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P181(32D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P42(21I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P135(28I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P259(30J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P211(15I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P100(14J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P143(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P308(20I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P125(31D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P152(36H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P103(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P203(32I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P105(17H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P318(34I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P68(35E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P309(25H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P292(5J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P311(16F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 3649 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 26|27 Critical blocker unavailable yield tiles: 26|27 Critical blocker yield-tile occupants: 20|218 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 3 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 3649 Rear-boundary failures: 50 Middle-bank reservation failures: 0 Active-event deferrals: 1207 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 2 Trace length: 8 Yield-occupant trace: yieldOccupant[20]: P20(32F/RIGHT/MOVING_IN_AISLE@tile26) -> P218(36J/RIGHT/MOVING_IN_AISLE@tile27) -> P5(30H/RIGHT/MOVING_IN_AISLE@tile28) -> P33(31J/RIGHT/MOVING_IN_AISLE@tile29) -> P236(33D/RIGHT/MOVING_IN_AISLE@tile30) -> P238(34F/RIGHT/MOVING_IN_AISLE@tile31) -> P14(34H/RIGHT/MOVING_IN_AISLE@tile32) -> P214(33I/RIGHT/WAITING_AT_ROW@tile33) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[218]: P218(36J/RIGHT/MOVING_IN_AISLE@tile27) -> P5(30H/RIGHT/MOVING_IN_AISLE@tile28) -> P33(31J/RIGHT/MOVING_IN_AISLE@tile29) -> P236(33D/RIGHT/MOVING_IN_AISLE@tile30) -> P238(34F/RIGHT/MOVING_IN_AISLE@tile31) -> P14(34H/RIGHT/MOVING_IN_AISLE@tile32) -> P214(33I/RIGHT/WAITING_AT_ROW@tile33) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P214->33I(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P20{seat=32F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=26,directBlocker=218,lastMoveTick=657,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P218{seat=36J,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=27,directBlocker=5,lastMoveTick=649,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 26|27 Current unavailable yield tiles: 26|27 Current yield-tile occupants: 20|218 Final row-event chain: 140|20|218|5|33|236|238|14|214 Final row-event chain length: 9 Distinct row events in chain: 9 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 6 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3976\nPrecedence substitutions made: 2\nDependency chains followed: 41\nBlocked by waiting-row occupant: 41\nSubstituted events started: 2\nOccupied-space rejections: 3675\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 49 ADMISSION-PERTURBATION SIGNATURE ANALYSIS ============================================================ Date/Time: 2026-07-17 10:40:02 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 22 Scenario seed: -5766723168729519310 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 96.32% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2745 Passengers seated: 346/353 Average waiting ticks: 596.96 Longest waiting passenger: P147->35A(LEFT) Longest waiting ticks: 2680 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 7 Cluster candidates evaluated: 12 Executable cluster candidates: 0 Rejected cluster candidates: 12 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 7 Selected release potential total: 0 Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 1708 Regions dissolved: 3 Repeated reconstructions avoided: 1708 Largest region lifetime: 1648 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1648:occupied=7 Confirmation deferral ticks: 5 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 1540 State changes reopening evaluation: 6 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3174 Maximum occupied tiles: 15 Seat events: 176 Single-blocker events: 37 Multiple-blocker events: 26 Temporary aisle reoccupations: 94 RIGHT AISLE ----------- Total moves: 2997 Maximum occupied tiles: 15 Seat events: 170 Single-blocker events: 45 Multiple-blocker events: 29 Temporary aisle reoccupations: 107 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 148 Reservations granted: 148 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 4 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7949 Longest unresolved passenger ID: 23 Longest unresolved row: 35 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P196(34A/LEFT) -> P23(35B/LEFT) -> P147(35A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 196 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 4 Total blocked ticks: 20676 Total stationary ticks: 223824 Seat-event requests: 1918 Failed seat-event starts: 1572 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 3 Critical blocker identity: P3->32A(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 7 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 4 Critical blocker tree: P3(32A/LEFT/WAITING_FOR_SEAT_EVENT) P128(36E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P290(34B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1572 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 33|34 Critical blocker unavailable yield tiles: 33|34 Critical blocker yield-tile occupants: 196|23 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1572 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 974 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 2 Trace length: 3 Yield-occupant trace: yieldOccupant[196]: P196(34A/LEFT/MOVING_IN_AISLE@tile33) -> P23(35B/LEFT/MOVING_IN_AISLE@tile34) -> P147(35A/LEFT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[23]: P23(35B/LEFT/MOVING_IN_AISLE@tile34) -> P147(35A/LEFT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P147->35A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P196{seat=34A,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=33,directBlocker=23,lastMoveTick=1179,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P23{seat=35B,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=34,directBlocker=147,lastMoveTick=1093,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 33|34 Current unavailable yield tiles: 33|34 Current yield-tile occupants: 196|23 Final row-event chain: 3|196|23|147 Final row-event chain length: 4 Distinct row events in chain: 4 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1918\nPrecedence substitutions made: 2\nDependency chains followed: 42\nBlocked by waiting-row occupant: 42\nSubstituted events started: 3\nOccupied-space rejections: 1579\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 49 ADMISSION-PERTURBATION SIGNATURE ANALYSIS ============================================================ Date/Time: 2026-07-17 10:40:02 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 23 Scenario seed: 3227199808506299833 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 999 Passengers seated: 282/282 Average waiting ticks: 461.28 Longest waiting passenger: P145->23F(RIGHT) Longest waiting ticks: 957 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 3 Selected release potential total: 4 Last cluster decision: LEFT:tiles14-16:occupied=3:anchor=P72:selected=P123:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 18 Regions dissolved: 2 Repeated reconstructions avoided: 18 Largest region lifetime: 11 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=11 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2167 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 34 Multiple-blocker events: 20 Temporary aisle reoccupations: 74 RIGHT AISLE ----------- Total moves: 2198 Maximum occupied tiles: 12 Seat events: 141 Single-blocker events: 30 Multiple-blocker events: 18 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 102 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5448 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6929 Total stationary ticks: 134708 Seat-event requests: 303 Failed seat-event starts: 21 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 742 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 21 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 742 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 26\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 49 ADMISSION-PERTURBATION SIGNATURE ANALYSIS ============================================================ Date/Time: 2026-07-17 10:40:02 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 23 Scenario seed: 3227199808506299833 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 999 Passengers seated: 282/282 Average waiting ticks: 461.19 Longest waiting passenger: P145->23F(RIGHT) Longest waiting ticks: 957 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 3 Selected release potential total: 4 Last cluster decision: LEFT:tiles14-16:occupied=3:anchor=P72:selected=P123:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 18 Regions dissolved: 2 Repeated reconstructions avoided: 18 Largest region lifetime: 11 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=11 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2167 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 34 Multiple-blocker events: 20 Temporary aisle reoccupations: 74 RIGHT AISLE ----------- Total moves: 2198 Maximum occupied tiles: 12 Seat events: 141 Single-blocker events: 30 Multiple-blocker events: 18 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 102 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5483 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6951 Total stationary ticks: 134715 Seat-event requests: 303 Failed seat-event starts: 21 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 733 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 21 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 733 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 26\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 49 ADMISSION-PERTURBATION SIGNATURE ANALYSIS ============================================================ Date/Time: 2026-07-17 10:40:02 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 24 Scenario seed: 8005147200778309228 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 98.58% OUTCOME ------- Status: SUCCESS Completed ticks: 1271 Passengers seated: 353/353 Average waiting ticks: 591.42 Longest waiting passenger: P62->26F(RIGHT) Longest waiting ticks: 1213 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 17 Regions dissolved: 1 Repeated reconstructions avoided: 17 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=18 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3014 Maximum occupied tiles: 13 Seat events: 174 Single-blocker events: 42 Multiple-blocker events: 21 Temporary aisle reoccupations: 86 RIGHT AISLE ----------- Total moves: 3120 Maximum occupied tiles: 15 Seat events: 179 Single-blocker events: 55 Multiple-blocker events: 24 Temporary aisle reoccupations: 106 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 148 Reservations granted: 148 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7411 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8961 Total stationary ticks: 214978 Seat-event requests: 366 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 822 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 822 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 366\nPrecedence substitutions made: 5\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 6\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 49 ADMISSION-PERTURBATION SIGNATURE ANALYSIS ============================================================ Date/Time: 2026-07-17 10:40:02 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 24 Scenario seed: 8005147200778309228 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 98.58% OUTCOME ------- Status: SUCCESS Completed ticks: 1271 Passengers seated: 353/353 Average waiting ticks: 591.42 Longest waiting passenger: P62->26F(RIGHT) Longest waiting ticks: 1213 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 17 Regions dissolved: 1 Repeated reconstructions avoided: 17 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=18 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3014 Maximum occupied tiles: 13 Seat events: 174 Single-blocker events: 42 Multiple-blocker events: 21 Temporary aisle reoccupations: 86 RIGHT AISLE ----------- Total moves: 3120 Maximum occupied tiles: 15 Seat events: 179 Single-blocker events: 55 Multiple-blocker events: 24 Temporary aisle reoccupations: 106 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 148 Reservations granted: 148 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7411 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8961 Total stationary ticks: 214978 Seat-event requests: 366 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 822 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 822 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 366\nPrecedence substitutions made: 5\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 6\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 49 ADMISSION-PERTURBATION SIGNATURE ANALYSIS ============================================================ Date/Time: 2026-07-17 10:40:02 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 25 Scenario seed: -2702801730491492296 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 98.58% OUTCOME ------- Status: SUCCESS Completed ticks: 1000 Passengers seated: 282/282 Average waiting ticks: 462.07 Longest waiting passenger: P235->11E(LEFT) Longest waiting ticks: 967 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2181 Maximum occupied tiles: 11 Seat events: 143 Single-blocker events: 33 Multiple-blocker events: 12 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 2227 Maximum occupied tiles: 13 Seat events: 139 Single-blocker events: 44 Multiple-blocker events: 16 Temporary aisle reoccupations: 76 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 97 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5581 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6908 Total stationary ticks: 135059 Seat-event requests: 293 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 644 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 644 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 9\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 49 ADMISSION-PERTURBATION SIGNATURE ANALYSIS ============================================================ Date/Time: 2026-07-17 10:40:02 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 25 Scenario seed: -2702801730491492296 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 98.58% OUTCOME ------- Status: SUCCESS Completed ticks: 1000 Passengers seated: 282/282 Average waiting ticks: 462.07 Longest waiting passenger: P235->11E(LEFT) Longest waiting ticks: 967 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2181 Maximum occupied tiles: 11 Seat events: 143 Single-blocker events: 33 Multiple-blocker events: 12 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 2227 Maximum occupied tiles: 13 Seat events: 139 Single-blocker events: 44 Multiple-blocker events: 16 Temporary aisle reoccupations: 76 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 97 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5581 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6915 Total stationary ticks: 135061 Seat-event requests: 293 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 650 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 650 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 8\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 49 ADMISSION-PERTURBATION SIGNATURE ANALYSIS ============================================================ Date/Time: 2026-07-17 10:40:03 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 26 Scenario seed: -8345824874507060339 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 91.22% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2624 Passengers seated: 263/353 Average waiting ticks: 981.50 Longest waiting passenger: P5->29A(LEFT) Longest waiting ticks: 2624 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 27 Regions dissolved: 2 Repeated reconstructions avoided: 27 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1905 Maximum occupied tiles: 13 Seat events: 102 Single-blocker events: 17 Multiple-blocker events: 6 Temporary aisle reoccupations: 29 RIGHT AISLE ----------- Total moves: 2743 Maximum occupied tiles: 13 Seat events: 161 Single-blocker events: 58 Multiple-blocker events: 12 Temporary aisle reoccupations: 85 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 2007 Reservations granted: 2007 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 80 Remaining moving in aisle: 4 Remaining waiting at row: 6 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 12248 Longest unresolved passenger ID: 5 Longest unresolved row: 29 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P18(20C/LEFT) -> P149(6C/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 18 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 4 Total blocked ticks: 26060 Total stationary ticks: 359005 Seat-event requests: 2178 Failed seat-event starts: 1915 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 121 Critical blocker identity: P121->26G(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 6 Terminal WAITING_FOR_SEAT_EVENT nodes: 6 Unresolved internal passengers: 10 Unresolved outside passengers: 80 Unresolved internal passengers outside critical tree: 8 Critical blocker tree: P121(26G/LEFT/WAITING_FOR_SEAT_EVENT) P158(29C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1915 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 5 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1915 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 721 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_SPACE_AVAILABLE Final snapshot prerequisite: YIELD_SPACE_AVAILABLE Current required blockers: 3 Current required yield tiles: 27|28|29 Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: YIELD_SPACE_AVAILABLE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2177\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1918\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 49 ADMISSION-PERTURBATION SIGNATURE ANALYSIS ============================================================ Date/Time: 2026-07-17 10:40:03 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 26 Scenario seed: -8345824874507060339 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 91.22% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2624 Passengers seated: 263/353 Average waiting ticks: 981.50 Longest waiting passenger: P5->29A(LEFT) Longest waiting ticks: 2624 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 27 Regions dissolved: 2 Repeated reconstructions avoided: 27 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1905 Maximum occupied tiles: 13 Seat events: 102 Single-blocker events: 17 Multiple-blocker events: 6 Temporary aisle reoccupations: 29 RIGHT AISLE ----------- Total moves: 2743 Maximum occupied tiles: 13 Seat events: 161 Single-blocker events: 58 Multiple-blocker events: 12 Temporary aisle reoccupations: 85 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 2007 Reservations granted: 2007 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 80 Remaining moving in aisle: 4 Remaining waiting at row: 6 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 12248 Longest unresolved passenger ID: 5 Longest unresolved row: 29 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P18(20C/LEFT) -> P149(6C/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 18 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 4 Total blocked ticks: 26060 Total stationary ticks: 359005 Seat-event requests: 2178 Failed seat-event starts: 1915 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 121 Critical blocker identity: P121->26G(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 6 Terminal WAITING_FOR_SEAT_EVENT nodes: 6 Unresolved internal passengers: 10 Unresolved outside passengers: 80 Unresolved internal passengers outside critical tree: 8 Critical blocker tree: P121(26G/LEFT/WAITING_FOR_SEAT_EVENT) P158(29C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1915 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 5 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1915 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 721 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_SPACE_AVAILABLE Final snapshot prerequisite: YIELD_SPACE_AVAILABLE Current required blockers: 3 Current required yield tiles: 27|28|29 Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: YIELD_SPACE_AVAILABLE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2177\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1918\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 49 ADMISSION-PERTURBATION SIGNATURE ANALYSIS ============================================================ Date/Time: 2026-07-17 10:40:03 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 27 Scenario seed: 4799773213532248393 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.33% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 99.15% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2747 Passengers seated: 342/353 Average waiting ticks: 590.29 Longest waiting passenger: P292->33D(RIGHT) Longest waiting ticks: 2686 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 5 Clusters detected: 5 Activations without intervention: 17 Cluster candidates evaluated: 20 Executable cluster candidates: 2 Rejected cluster candidates: 18 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 11 Selected release potential total: 5 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 5 Region updates: 1829 Regions dissolved: 4 Repeated reconstructions avoided: 1829 Largest region lifetime: 1783 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1783:occupied=11 Confirmation deferral ticks: 8 Regions reaching confirmation: 3 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1617 State changes reopening evaluation: 15 Region priority competitions: 2 Regions ranked: 4 Hierarchical selections: 2 Lower-priority evaluations deferred: 0 Highest selected priority score: 6610 Left/right priority wins: 0/2 Priority ties: 0 Last priority decision: LEFT:R5:score=2214 | RIGHT:R3:score=6610 | selected=RIGHT LEFT AISLE ---------- Total moves: 3152 Maximum occupied tiles: 14 Seat events: 175 Single-blocker events: 47 Multiple-blocker events: 28 Temporary aisle reoccupations: 109 RIGHT AISLE ----------- Total moves: 2977 Maximum occupied tiles: 20 Seat events: 167 Single-blocker events: 48 Multiple-blocker events: 14 Temporary aisle reoccupations: 81 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1793 Reservations granted: 1791 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 9 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 15878 Longest unresolved passenger ID: 149 Longest unresolved row: 36 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 10 Longest dependency chain: P208(34H/RIGHT) -> P79(27H/RIGHT) -> P242(29G/RIGHT) -> P59(34G/RIGHT) -> P324(31J/RIGHT) -> P21(36F/RIGHT) -> P205(36I/RIGHT) -> P103(32H/RIGHT) -> P149(36J/RIGHT) -> P292(33D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 208 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 9 Total blocked ticks: 28362 Total stationary ticks: 230175 Seat-event requests: 2011 Failed seat-event starts: 1669 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 292 Critical blocker identity: P292->33D(RIGHT) Direct fan-out: 1 Total indirect descendants: 9 Critical tree size including blocker: 10 Critical tree depth: 10 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 11 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P292(33D/RIGHT/WAITING_FOR_SEAT_EVENT) P149(36J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P103(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P205(36I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P21(36F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P324(31J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P59(34G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P242(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P79(27H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P208(34H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1668 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 34|35|36 Critical blocker unavailable yield tiles: 35 Critical blocker yield-tile occupants: 126 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1668 Rear-boundary failures: 1 Middle-bank reservation failures: 2 Active-event deferrals: 1239 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[126]: P126(35J/RIGHT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P126->35J(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P126{seat=35J,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=35,directBlocker=-1,lastMoveTick=891,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 34|35|36 Current unavailable yield tiles: 35 Current yield-tile occupants: 126 Final row-event chain: 292|126 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2012\nPrecedence substitutions made: 8\nDependency chains followed: 1655\nBlocked by waiting-row occupant: 1655\nSubstituted events started: 9\nOccupied-space rejections: 1697\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 49 ADMISSION-PERTURBATION SIGNATURE ANALYSIS ============================================================ Date/Time: 2026-07-17 10:40:03 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 27 Scenario seed: 4799773213532248393 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 28.33% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 99.15% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2747 Passengers seated: 342/353 Average waiting ticks: 590.29 Longest waiting passenger: P292->33D(RIGHT) Longest waiting ticks: 2686 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 5 Clusters detected: 5 Activations without intervention: 17 Cluster candidates evaluated: 20 Executable cluster candidates: 2 Rejected cluster candidates: 18 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 11 Selected release potential total: 5 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 5 Region updates: 1829 Regions dissolved: 4 Repeated reconstructions avoided: 1829 Largest region lifetime: 1783 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1783:occupied=11 Confirmation deferral ticks: 8 Regions reaching confirmation: 3 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1617 State changes reopening evaluation: 15 Region priority competitions: 2 Regions ranked: 4 Hierarchical selections: 2 Lower-priority evaluations deferred: 0 Highest selected priority score: 6610 Left/right priority wins: 0/2 Priority ties: 0 Last priority decision: LEFT:R5:score=2214 | RIGHT:R3:score=6610 | selected=RIGHT LEFT AISLE ---------- Total moves: 3152 Maximum occupied tiles: 14 Seat events: 175 Single-blocker events: 47 Multiple-blocker events: 28 Temporary aisle reoccupations: 109 RIGHT AISLE ----------- Total moves: 2977 Maximum occupied tiles: 20 Seat events: 167 Single-blocker events: 48 Multiple-blocker events: 14 Temporary aisle reoccupations: 81 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1793 Reservations granted: 1791 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 9 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 15878 Longest unresolved passenger ID: 149 Longest unresolved row: 36 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 10 Longest dependency chain: P208(34H/RIGHT) -> P79(27H/RIGHT) -> P242(29G/RIGHT) -> P59(34G/RIGHT) -> P324(31J/RIGHT) -> P21(36F/RIGHT) -> P205(36I/RIGHT) -> P103(32H/RIGHT) -> P149(36J/RIGHT) -> P292(33D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 208 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 9 Total blocked ticks: 28362 Total stationary ticks: 230175 Seat-event requests: 2011 Failed seat-event starts: 1669 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 292 Critical blocker identity: P292->33D(RIGHT) Direct fan-out: 1 Total indirect descendants: 9 Critical tree size including blocker: 10 Critical tree depth: 10 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 11 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P292(33D/RIGHT/WAITING_FOR_SEAT_EVENT) P149(36J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P103(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P205(36I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P21(36F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P324(31J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P59(34G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P242(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P79(27H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P208(34H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1668 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 34|35|36 Critical blocker unavailable yield tiles: 35 Critical blocker yield-tile occupants: 126 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1668 Rear-boundary failures: 1 Middle-bank reservation failures: 2 Active-event deferrals: 1239 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[126]: P126(35J/RIGHT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P126->35J(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P126{seat=35J,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=35,directBlocker=-1,lastMoveTick=891,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 34|35|36 Current unavailable yield tiles: 35 Current yield-tile occupants: 126 Final row-event chain: 292|126 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2012\nPrecedence substitutions made: 8\nDependency chains followed: 1655\nBlocked by waiting-row occupant: 1655\nSubstituted events started: 9\nOccupied-space rejections: 1697\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 49 ADMISSION-PERTURBATION SIGNATURE ANALYSIS ============================================================ Date/Time: 2026-07-17 10:40:03 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 28 Scenario seed: -8970582673838479181 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.74% Aisle-assignment balance: 97.02% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2350 Passengers seated: 216/235 Average waiting ticks: 413.67 Longest waiting passenger: P182->10F(LEFT) Longest waiting ticks: 2330 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 20 Cluster candidates evaluated: 38 Executable cluster candidates: 0 Rejected cluster candidates: 38 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 17 Selected release potential total: 0 Last cluster decision: LEFT:tiles13-30:occupied=17:anchor=P6:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 2199 Regions dissolved: 2 Repeated reconstructions avoided: 2199 Largest region lifetime: 2174 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: TRACK:R1:age=2174:localMembers=17 Confirmation deferral ticks: 3 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 102 State changes reopening evaluation: 18 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1580 Maximum occupied tiles: 23 Seat events: 95 Single-blocker events: 27 Multiple-blocker events: 6 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1753 Maximum occupied tiles: 12 Seat events: 121 Single-blocker events: 28 Multiple-blocker events: 11 Temporary aisle reoccupations: 52 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1877 Reservations granted: 1877 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 2 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 15 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 26482 Longest unresolved passenger ID: 153 Longest unresolved row: 30 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 16 Longest dependency chain: P144(22E/LEFT) -> P227(20B/LEFT) -> P228(19E/LEFT) -> P80(25A/LEFT) -> P77(24B/LEFT) -> P76(28B/LEFT) -> P103(27D/LEFT) -> P167(27C/LEFT) -> P148(29F/LEFT) -> P9(23B/LEFT) -> P136(25C/LEFT) -> P63(26A/LEFT) -> P55(26F/LEFT) -> P2(30B/LEFT) -> P105(30D/LEFT) -> P6(28E/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 144 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 15 Total blocked ticks: 39025 Total stationary ticks: 126482 Seat-event requests: 2061 Failed seat-event starts: 1845 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 6 Critical blocker identity: P6->28E(LEFT) Direct fan-out: 1 Total indirect descendants: 15 Critical tree size including blocker: 16 Critical tree depth: 16 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 19 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P6(28E/LEFT/WAITING_FOR_SEAT_EVENT) P105(30D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P2(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P55(26F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P63(26A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P136(25C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P9(23B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P148(29F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P167(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P103(27D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P76(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P77(24B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P80(25A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P228(19E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P227(20B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P144(22E/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1845 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 29|30 Critical blocker unavailable yield tiles: 29|30 Critical blocker yield-tile occupants: 60|153 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1845 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 1317 Simultaneous arbitration losses: 2 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 2 Trace length: 1 Yield-occupant trace: yieldOccupant[60]: P60(29A/LEFT/WAITING_AT_ROW@tile29) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[153]: P153(30F/LEFT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P153->30F(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: false Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P60{seat=29A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=29,directBlocker=-1,lastMoveTick=103,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} || P153{seat=30F,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=99,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 29|30 Current unavailable yield tiles: 29|30 Current yield-tile occupants: 60|153 Final row-event chain: 6|60 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 4 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2063\nPrecedence substitutions made: 1\nDependency chains followed: 196\nBlocked by waiting-row occupant: 318\nSubstituted events started: 3\nOccupied-space rejections: 3923\nMaximum scheduling-chain depth: 3\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 49 ADMISSION-PERTURBATION SIGNATURE ANALYSIS ============================================================ Date/Time: 2026-07-17 10:40:03 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 28 Scenario seed: -8970582673838479181 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.74% Aisle-assignment balance: 97.02% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2350 Passengers seated: 216/235 Average waiting ticks: 413.66 Longest waiting passenger: P182->10F(LEFT) Longest waiting ticks: 2330 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 20 Cluster candidates evaluated: 38 Executable cluster candidates: 0 Rejected cluster candidates: 38 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 17 Selected release potential total: 0 Last cluster decision: LEFT:tiles13-30:occupied=17:anchor=P6:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 2199 Regions dissolved: 2 Repeated reconstructions avoided: 2199 Largest region lifetime: 2174 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: TRACK:R1:age=2174:localMembers=17 Confirmation deferral ticks: 3 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 102 State changes reopening evaluation: 18 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1580 Maximum occupied tiles: 23 Seat events: 95 Single-blocker events: 27 Multiple-blocker events: 6 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1753 Maximum occupied tiles: 12 Seat events: 121 Single-blocker events: 28 Multiple-blocker events: 11 Temporary aisle reoccupations: 52 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1877 Reservations granted: 1877 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 2 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 15 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 26477 Longest unresolved passenger ID: 153 Longest unresolved row: 30 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 16 Longest dependency chain: P144(22E/LEFT) -> P227(20B/LEFT) -> P228(19E/LEFT) -> P80(25A/LEFT) -> P77(24B/LEFT) -> P76(28B/LEFT) -> P103(27D/LEFT) -> P167(27C/LEFT) -> P148(29F/LEFT) -> P9(23B/LEFT) -> P136(25C/LEFT) -> P63(26A/LEFT) -> P55(26F/LEFT) -> P2(30B/LEFT) -> P105(30D/LEFT) -> P6(28E/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 144 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 15 Total blocked ticks: 39032 Total stationary ticks: 126484 Seat-event requests: 2061 Failed seat-event starts: 1845 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 6 Critical blocker identity: P6->28E(LEFT) Direct fan-out: 1 Total indirect descendants: 15 Critical tree size including blocker: 16 Critical tree depth: 16 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 19 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P6(28E/LEFT/WAITING_FOR_SEAT_EVENT) P105(30D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P2(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P55(26F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P63(26A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P136(25C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P9(23B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P148(29F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P167(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P103(27D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P76(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P77(24B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P80(25A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P228(19E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P227(20B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P144(22E/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1845 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 29|30 Critical blocker unavailable yield tiles: 29|30 Critical blocker yield-tile occupants: 60|153 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1845 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 1319 Simultaneous arbitration losses: 2 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 2 Trace length: 1 Yield-occupant trace: yieldOccupant[60]: P60(29A/LEFT/WAITING_AT_ROW@tile29) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[153]: P153(30F/LEFT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P153->30F(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: false Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P60{seat=29A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=29,directBlocker=-1,lastMoveTick=103,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} || P153{seat=30F,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=99,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 29|30 Current unavailable yield tiles: 29|30 Current yield-tile occupants: 60|153 Final row-event chain: 6|60 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 4 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2063\nPrecedence substitutions made: 1\nDependency chains followed: 196\nBlocked by waiting-row occupant: 318\nSubstituted events started: 3\nOccupied-space rejections: 3923\nMaximum scheduling-chain depth: 3\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 49 ADMISSION-PERTURBATION SIGNATURE ANALYSIS ============================================================ Date/Time: 2026-07-17 10:40:03 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 29 Scenario seed: 4864444880977790924 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1020 Passengers seated: 282/282 Average waiting ticks: 465.05 Longest waiting passenger: P148->23C(LEFT) Longest waiting ticks: 966 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2210 Maximum occupied tiles: 11 Seat events: 144 Single-blocker events: 33 Multiple-blocker events: 19 Temporary aisle reoccupations: 71 RIGHT AISLE ----------- Total moves: 2200 Maximum occupied tiles: 11 Seat events: 138 Single-blocker events: 40 Multiple-blocker events: 12 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 100 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5486 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6602 Total stationary ticks: 135635 Seat-event requests: 294 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 615 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 615 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 49 ADMISSION-PERTURBATION SIGNATURE ANALYSIS ============================================================ Date/Time: 2026-07-17 10:40:03 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 29 Scenario seed: 4864444880977790924 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1021 Passengers seated: 282/282 Average waiting ticks: 465.01 Longest waiting passenger: P148->23C(LEFT) Longest waiting ticks: 969 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2210 Maximum occupied tiles: 11 Seat events: 144 Single-blocker events: 33 Multiple-blocker events: 19 Temporary aisle reoccupations: 71 RIGHT AISLE ----------- Total moves: 2200 Maximum occupied tiles: 11 Seat events: 138 Single-blocker events: 40 Multiple-blocker events: 12 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 100 Reservations granted: 99 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5495 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6593 Total stationary ticks: 135625 Seat-event requests: 294 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 604 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 604 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 49 ADMISSION-PERTURBATION SIGNATURE ANALYSIS ============================================================ Date/Time: 2026-07-17 10:40:03 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 30 Scenario seed: 2093724541076077643 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 26.91% Blocker-prone seat share (topology component): 60.62% Aisle-assignment balance: 95.75% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2728 Passengers seated: 344/353 Average waiting ticks: 615.95 Longest waiting passenger: P159->2D(RIGHT) Longest waiting ticks: 2726 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 22 Regions dissolved: 1 Repeated reconstructions avoided: 22 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=23 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2908 Maximum occupied tiles: 15 Seat events: 169 Single-blocker events: 55 Multiple-blocker events: 25 Temporary aisle reoccupations: 111 RIGHT AISLE ----------- Total moves: 3180 Maximum occupied tiles: 14 Seat events: 175 Single-blocker events: 60 Multiple-blocker events: 16 Temporary aisle reoccupations: 94 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1642 Reservations granted: 1638 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 6 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 10047 Longest unresolved passenger ID: 331 Longest unresolved row: 36 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P87(19H/RIGHT) -> P200(6H/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 87 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 22713 Total stationary ticks: 228315 Seat-event requests: 1851 Failed seat-event starts: 1507 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 159 Critical blocker identity: P159->2D(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 6 Terminal WAITING_FOR_SEAT_EVENT nodes: 6 Unresolved internal passengers: 9 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 7 Critical blocker tree: P159(2D/RIGHT/WAITING_FOR_SEAT_EVENT) P277(35I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1507 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 3|4|5 Critical blocker unavailable yield tiles: 5 Critical blocker yield-tile occupants: 87 Waiting-row passengers with zero blockers: 5 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1507 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 929 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[87]: P87(19H/RIGHT/MOVING_IN_AISLE@tile5) -> P200(6H/RIGHT/WAITING_AT_ROW@tile6) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P200->6H(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P87{seat=19H,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=5,directBlocker=200,lastMoveTick=1237,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 3|4|5 Current unavailable yield tiles: 5 Current yield-tile occupants: 87 Final row-event chain: 159|87|200 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1855\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 10\nOccupied-space rejections: 1512\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 49 ADMISSION-PERTURBATION SIGNATURE ANALYSIS ============================================================ Date/Time: 2026-07-17 10:40:03 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 30 Scenario seed: 2093724541076077643 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 26.91% Blocker-prone seat share (topology component): 60.62% Aisle-assignment balance: 95.75% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2728 Passengers seated: 344/353 Average waiting ticks: 615.96 Longest waiting passenger: P159->2D(RIGHT) Longest waiting ticks: 2726 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 22 Regions dissolved: 1 Repeated reconstructions avoided: 22 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=23 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2908 Maximum occupied tiles: 15 Seat events: 169 Single-blocker events: 55 Multiple-blocker events: 25 Temporary aisle reoccupations: 111 RIGHT AISLE ----------- Total moves: 3180 Maximum occupied tiles: 14 Seat events: 175 Single-blocker events: 60 Multiple-blocker events: 16 Temporary aisle reoccupations: 94 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1642 Reservations granted: 1638 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 6 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 10051 Longest unresolved passenger ID: 331 Longest unresolved row: 36 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P87(19H/RIGHT) -> P200(6H/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 87 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 22715 Total stationary ticks: 228315 Seat-event requests: 1851 Failed seat-event starts: 1507 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 159 Critical blocker identity: P159->2D(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 6 Terminal WAITING_FOR_SEAT_EVENT nodes: 6 Unresolved internal passengers: 9 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 7 Critical blocker tree: P159(2D/RIGHT/WAITING_FOR_SEAT_EVENT) P277(35I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1507 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 3|4|5 Critical blocker unavailable yield tiles: 5 Critical blocker yield-tile occupants: 87 Waiting-row passengers with zero blockers: 5 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1507 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 933 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[87]: P87(19H/RIGHT/MOVING_IN_AISLE@tile5) -> P200(6H/RIGHT/WAITING_AT_ROW@tile6) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P200->6H(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P87{seat=19H,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=5,directBlocker=200,lastMoveTick=1237,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 3|4|5 Current unavailable yield tiles: 5 Current yield-tile occupants: 87 Final row-event chain: 159|87|200 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1855\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 10\nOccupied-space rejections: 1512\nMaximum scheduling-chain depth: 2\n============================================================\n ************************************************************ BATCH EXPERIMENT SUMMARY RESEARCH EXPERIMENT 49 ADMISSION-PERTURBATION SIGNATURE ANALYSIS ************************************************************ Experiment seed: 8783790101901 Scenarios executed: 60 Successful completions: 36 Incomplete/MAX_TICKS: 24 Average completed ticks: 1651.92 Average waiting ticks: 508.95 ************************************************************ ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 50 PERTURBATION-FAMILY CLASSIFICATION ============================================================ Date/Time: 2026-07-17 10:49:20 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 1 Scenario seed: 8112011161113440395 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.05% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 96.88% OUTCOME ------- Status: SUCCESS Completed ticks: 1292 Passengers seated: 353/353 Average waiting ticks: 590.48 Longest waiting passenger: P299->23A(LEFT) Longest waiting ticks: 1237 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 7 Regions dissolved: 1 Repeated reconstructions avoided: 7 Largest region lifetime: 8 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=8 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3097 Maximum occupied tiles: 13 Seat events: 182 Single-blocker events: 42 Multiple-blocker events: 35 Temporary aisle reoccupations: 121 RIGHT AISLE ----------- Total moves: 3057 Maximum occupied tiles: 15 Seat events: 171 Single-blocker events: 49 Multiple-blocker events: 24 Temporary aisle reoccupations: 103 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 153 Reservations granted: 153 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7682 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9191 Total stationary ticks: 214827 Seat-event requests: 372 Failed seat-event starts: 19 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 805 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 19 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 805 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 372\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 19\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 50 PERTURBATION-FAMILY CLASSIFICATION ============================================================ Date/Time: 2026-07-17 10:49:20 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 1 Scenario seed: 8112011161113440395 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 28.05% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 96.88% OUTCOME ------- Status: SUCCESS Completed ticks: 1292 Passengers seated: 353/353 Average waiting ticks: 590.48 Longest waiting passenger: P299->23A(LEFT) Longest waiting ticks: 1237 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 7 Regions dissolved: 1 Repeated reconstructions avoided: 7 Largest region lifetime: 8 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=8 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3097 Maximum occupied tiles: 13 Seat events: 182 Single-blocker events: 42 Multiple-blocker events: 35 Temporary aisle reoccupations: 121 RIGHT AISLE ----------- Total moves: 3057 Maximum occupied tiles: 15 Seat events: 171 Single-blocker events: 49 Multiple-blocker events: 24 Temporary aisle reoccupations: 103 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 153 Reservations granted: 153 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7682 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9191 Total stationary ticks: 214827 Seat-event requests: 372 Failed seat-event starts: 19 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 805 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 19 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 805 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 372\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 19\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 50 PERTURBATION-FAMILY CLASSIFICATION ============================================================ Date/Time: 2026-07-17 10:49:20 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 2 Scenario seed: -6056132809683641225 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.05% Blocker-prone seat share (topology component): 60.34% Aisle-assignment balance: 98.58% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2714 Passengers seated: 302/353 Average waiting ticks: 663.88 Longest waiting passenger: P8->19A(LEFT) Longest waiting ticks: 2714 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 6 Clusters detected: 6 Activations without intervention: 51 Cluster candidates evaluated: 147 Executable cluster candidates: 3 Rejected cluster candidates: 144 Cluster selections: 3 Cluster-selected events started: 3 Largest detected cluster: 35 Selected release potential total: 10 Last cluster decision: RIGHT:region=R6:result=LOWER_HIERARCHICAL_PRIORITY_DEFERRED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 6 Region updates: 3897 Regions dissolved: 4 Repeated reconstructions avoided: 3897 Largest region lifetime: 2258 Maximum simultaneous active regions: 2 Regions active at termination: 2 Last lifecycle event: UPDATE:R6:age=1589:occupied=6 Confirmation deferral ticks: 10 Regions reaching confirmation: 5 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1845 State changes reopening evaluation: 46 Region priority competitions: 1544 Regions ranked: 3088 Hierarchical selections: 1544 Lower-priority evaluations deferred: 1536 Highest selected priority score: 38610 Left/right priority wins: 1543/1 Priority ties: 0 Last priority decision: LEFT:R3:score=38610 | RIGHT:R6:score=6710 | selected=LEFT LEFT AISLE ---------- Total moves: 2635 Maximum occupied tiles: 35 Seat events: 134 Single-blocker events: 36 Multiple-blocker events: 17 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 3034 Maximum occupied tiles: 13 Seat events: 168 Single-blocker events: 46 Multiple-blocker events: 22 Temporary aisle reoccupations: 93 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1948 Reservations granted: 1945 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 10 Remaining moving in aisle: 33 Remaining waiting at row: 8 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 59262 Longest unresolved passenger ID: 8 Longest unresolved row: 19 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 20 Longest dependency chain: P238(31G/LEFT) -> P44(16F/LEFT) -> P222(22G/LEFT) -> P286(35C/LEFT) -> P26(31C/LEFT) -> P303(16C/LEFT) -> P251(29B/LEFT) -> P300(33B/LEFT) -> P316(24D/LEFT) -> P128(26G/LEFT) -> P89(30B/LEFT) -> P329(27B/LEFT) -> P138(26F/LEFT) -> P273(36F/LEFT) -> P0(33E/LEFT) -> P16(32F/LEFT) -> P323(29C/LEFT) -> P219(32B/LEFT) -> P9(30C/LEFT) -> P253(29F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 238 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 33 Total blocked ticks: 81508 Total stationary ticks: 298512 Seat-event requests: 3774 Failed seat-event starts: 3472 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 253 Critical blocker identity: P253->29F(LEFT) Direct fan-out: 1 Total indirect descendants: 19 Critical tree size including blocker: 20 Critical tree depth: 20 Frozen internal components: 8 Terminal WAITING_FOR_SEAT_EVENT nodes: 8 Unresolved internal passengers: 41 Unresolved outside passengers: 10 Unresolved internal passengers outside critical tree: 21 Critical blocker tree: P253(29F/LEFT/WAITING_FOR_SEAT_EVENT) P9(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P219(32B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P323(29C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P16(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P0(33E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P273(36F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P138(26F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P329(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P89(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P128(26G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P316(24D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P300(33B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P251(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P303(16C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P26(31C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P286(35C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P222(22G/LEFT/NEXT_AISLE_TILE_OCCUPIED) P44(16F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P238(31G/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 3472 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 1 Critical blocker required yield tiles: 30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 104 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 3 Waiting-row passengers with multiple blockers: 3 Yield-tile occupied failures: 3472 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 1635 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 3 Yield-occupant trace: yieldOccupant[104]: P104(32A/LEFT/MOVING_IN_AISLE@tile30) -> P335(33C/LEFT/MOVING_IN_AISLE@tile31) -> P264(32G/LEFT/WAITING_AT_ROW@tile32) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P264->32G(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: P104{seat=32A,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=335,lastMoveTick=794,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 30|31 Current yield-tile occupants: 104|335 Final row-event chain: 253|104|335|264 Final row-event chain length: 4 Distinct row events in chain: 4 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 8 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3774\nPrecedence substitutions made: 4\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 5122\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 50 PERTURBATION-FAMILY CLASSIFICATION ============================================================ Date/Time: 2026-07-17 10:49:20 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 2 Scenario seed: -6056132809683641225 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 28.05% Blocker-prone seat share (topology component): 60.34% Aisle-assignment balance: 98.58% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2772 Passengers seated: 347/353 Average waiting ticks: 605.73 Longest waiting passenger: P277->32J(RIGHT) Longest waiting ticks: 2709 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 6 Clusters detected: 6 Activations without intervention: 14 Cluster candidates evaluated: 20 Executable cluster candidates: 4 Rejected cluster candidates: 16 Cluster selections: 4 Cluster-selected events started: 4 Largest detected cluster: 6 Selected release potential total: 13 Last cluster decision: RIGHT:region=R6:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 6 Region updates: 1719 Regions dissolved: 5 Repeated reconstructions avoided: 1719 Largest region lifetime: 1648 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R6:age=1648:occupied=6 Confirmation deferral ticks: 10 Regions reaching confirmation: 5 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1587 State changes reopening evaluation: 9 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3113 Maximum occupied tiles: 14 Seat events: 179 Single-blocker events: 56 Multiple-blocker events: 26 Temporary aisle reoccupations: 114 RIGHT AISLE ----------- Total moves: 3034 Maximum occupied tiles: 13 Seat events: 168 Single-blocker events: 46 Multiple-blocker events: 22 Temporary aisle reoccupations: 95 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 165 Reservations granted: 161 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7605 Longest unresolved passenger ID: 165 Longest unresolved row: 34 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P221(31J/RIGHT) -> P40(32E/RIGHT) -> P277(32J/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 221 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 19166 Total stationary ticks: 225106 Seat-event requests: 1988 Failed seat-event starts: 1641 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 277 Critical blocker identity: P277->32J(RIGHT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 6 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P277(32J/RIGHT/WAITING_FOR_SEAT_EVENT) P40(32E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P221(31J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1641 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 33|34 Critical blocker unavailable yield tiles: 33|34 Critical blocker yield-tile occupants: 165|4 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1641 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 1022 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 2 Trace length: 2 Yield-occupant trace: yieldOccupant[165]: P165(34H/RIGHT/MOVING_IN_AISLE@tile33) -> P4(34D/RIGHT/WAITING_AT_ROW@tile34) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[4]: P4(34D/RIGHT/WAITING_AT_ROW@tile34) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P4->34D(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P165{seat=34H,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=33,directBlocker=4,lastMoveTick=1113,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P4{seat=34D,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=34,directBlocker=-1,lastMoveTick=1112,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 33|34 Current unavailable yield tiles: 33|34 Current yield-tile occupants: 165|4 Final row-event chain: 277|165|4 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1988\nPrecedence substitutions made: 4\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 8\nOccupied-space rejections: 3262\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 50 PERTURBATION-FAMILY CLASSIFICATION ============================================================ Date/Time: 2026-07-17 10:49:20 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 3 Scenario seed: -4467270878143136996 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 849 Passengers seated: 235/235 Average waiting ticks: 385.05 Longest waiting passenger: P3->11B(LEFT) Longest waiting ticks: 810 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: LEFT:region=R4:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 46 Regions dissolved: 4 Repeated reconstructions avoided: 46 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=8 Confirmation deferral ticks: 5 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1735 Maximum occupied tiles: 13 Seat events: 121 Single-blocker events: 22 Multiple-blocker events: 18 Temporary aisle reoccupations: 63 RIGHT AISLE ----------- Total moves: 1663 Maximum occupied tiles: 12 Seat events: 114 Single-blocker events: 29 Multiple-blocker events: 9 Temporary aisle reoccupations: 50 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 137 Reservations granted: 137 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4582 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5648 Total stationary ticks: 94370 Seat-event requests: 258 Failed seat-event starts: 23 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 495 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 23 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 495 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 257\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 50 PERTURBATION-FAMILY CLASSIFICATION ============================================================ Date/Time: 2026-07-17 10:49:20 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 3 Scenario seed: -4467270878143136996 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 849 Passengers seated: 235/235 Average waiting ticks: 385.03 Longest waiting passenger: P3->11B(LEFT) Longest waiting ticks: 810 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: LEFT:region=R4:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 46 Regions dissolved: 4 Repeated reconstructions avoided: 46 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=8 Confirmation deferral ticks: 5 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1735 Maximum occupied tiles: 13 Seat events: 121 Single-blocker events: 22 Multiple-blocker events: 18 Temporary aisle reoccupations: 63 RIGHT AISLE ----------- Total moves: 1663 Maximum occupied tiles: 12 Seat events: 114 Single-blocker events: 29 Multiple-blocker events: 9 Temporary aisle reoccupations: 50 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 137 Reservations granted: 137 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4587 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5647 Total stationary ticks: 94369 Seat-event requests: 258 Failed seat-event starts: 23 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 491 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 23 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 491 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 257\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 50 PERTURBATION-FAMILY CLASSIFICATION ============================================================ Date/Time: 2026-07-17 10:49:20 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 4 Scenario seed: -9218435481530688141 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 98.02% OUTCOME ------- Status: SUCCESS Completed ticks: 1292 Passengers seated: 353/353 Average waiting ticks: 588.57 Longest waiting passenger: P280->34H(RIGHT) Longest waiting ticks: 1227 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 67 Regions dissolved: 3 Repeated reconstructions avoided: 67 Largest region lifetime: 37 Maximum simultaneous active regions: 2 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=37 Confirmation deferral ticks: 3 Regions reaching confirmation: 0 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2840 Maximum occupied tiles: 12 Seat events: 173 Single-blocker events: 46 Multiple-blocker events: 25 Temporary aisle reoccupations: 100 RIGHT AISLE ----------- Total moves: 3282 Maximum occupied tiles: 15 Seat events: 180 Single-blocker events: 51 Multiple-blocker events: 27 Temporary aisle reoccupations: 113 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 151 Reservations granted: 151 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7488 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9368 Total stationary ticks: 214158 Seat-event requests: 368 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 965 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 965 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 368\nPrecedence substitutions made: 9\nDependency chains followed: 9\nBlocked by waiting-row occupant: 9\nSubstituted events started: 10\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 50 PERTURBATION-FAMILY CLASSIFICATION ============================================================ Date/Time: 2026-07-17 10:49:20 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 4 Scenario seed: -9218435481530688141 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 98.02% OUTCOME ------- Status: SUCCESS Completed ticks: 1292 Passengers seated: 353/353 Average waiting ticks: 588.30 Longest waiting passenger: P280->34H(RIGHT) Longest waiting ticks: 1227 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 67 Regions dissolved: 3 Repeated reconstructions avoided: 67 Largest region lifetime: 37 Maximum simultaneous active regions: 2 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=37 Confirmation deferral ticks: 3 Regions reaching confirmation: 0 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2840 Maximum occupied tiles: 12 Seat events: 173 Single-blocker events: 46 Multiple-blocker events: 25 Temporary aisle reoccupations: 100 RIGHT AISLE ----------- Total moves: 3282 Maximum occupied tiles: 14 Seat events: 180 Single-blocker events: 51 Multiple-blocker events: 27 Temporary aisle reoccupations: 113 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 151 Reservations granted: 151 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7542 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9377 Total stationary ticks: 214076 Seat-event requests: 368 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 960 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 960 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 368\nPrecedence substitutions made: 9\nDependency chains followed: 9\nBlocked by waiting-row occupant: 9\nSubstituted events started: 10\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 50 PERTURBATION-FAMILY CLASSIFICATION ============================================================ Date/Time: 2026-07-17 10:49:20 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 5 Scenario seed: 18174656633749288 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 67.38% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2512 Passengers seated: 279/282 Average waiting ticks: 476.50 Longest waiting passenger: P97->29F(LEFT) Longest waiting ticks: 2454 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 0 Rejected cluster candidates: 1 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1577 Regions dissolved: 0 Repeated reconstructions avoided: 1577 Largest region lifetime: 1578 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1578:occupied=3 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1565 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2126 Maximum occupied tiles: 13 Seat events: 135 Single-blocker events: 34 Multiple-blocker events: 17 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 2204 Maximum occupied tiles: 12 Seat events: 144 Single-blocker events: 44 Multiple-blocker events: 14 Temporary aisle reoccupations: 72 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1669 Reservations granted: 1663 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5611 Longest unresolved passenger ID: 6 Longest unresolved row: 31 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P6(31D/LEFT) -> P60(31A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 6 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 11807 Total stationary ticks: 140764 Seat-event requests: 1859 Failed seat-event starts: 1580 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 60 Critical blocker identity: P60->31A(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P60(31A/LEFT/WAITING_FOR_SEAT_EVENT) P6(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1574 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 2 Critical blocker required yield tiles: 32|33 Critical blocker unavailable yield tiles: 33 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1574 Rear-boundary failures: 6 Middle-bank reservation failures: 6 Active-event deferrals: 732 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 32|33 Current unavailable yield tiles: 33 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1865\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 6\nOccupied-space rejections: 1578\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 50 PERTURBATION-FAMILY CLASSIFICATION ============================================================ Date/Time: 2026-07-17 10:49:20 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 5 Scenario seed: 18174656633749288 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 67.38% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2512 Passengers seated: 279/282 Average waiting ticks: 476.53 Longest waiting passenger: P97->29F(LEFT) Longest waiting ticks: 2454 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 0 Rejected cluster candidates: 1 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1577 Regions dissolved: 0 Repeated reconstructions avoided: 1577 Largest region lifetime: 1578 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1578:occupied=3 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1565 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2126 Maximum occupied tiles: 13 Seat events: 135 Single-blocker events: 34 Multiple-blocker events: 17 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 2204 Maximum occupied tiles: 12 Seat events: 144 Single-blocker events: 44 Multiple-blocker events: 14 Temporary aisle reoccupations: 72 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1669 Reservations granted: 1663 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5601 Longest unresolved passenger ID: 6 Longest unresolved row: 31 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P6(31D/LEFT) -> P60(31A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 6 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 11794 Total stationary ticks: 140761 Seat-event requests: 1859 Failed seat-event starts: 1580 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 60 Critical blocker identity: P60->31A(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P60(31A/LEFT/WAITING_FOR_SEAT_EVENT) P6(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1574 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 2 Critical blocker required yield tiles: 32|33 Critical blocker unavailable yield tiles: 33 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1574 Rear-boundary failures: 6 Middle-bank reservation failures: 6 Active-event deferrals: 731 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 32|33 Current unavailable yield tiles: 33 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1865\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 6\nOccupied-space rejections: 1578\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 50 PERTURBATION-FAMILY CLASSIFICATION ============================================================ Date/Time: 2026-07-17 10:49:20 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 6 Scenario seed: 531314812887669783 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 850 Passengers seated: 235/235 Average waiting ticks: 385.31 Longest waiting passenger: P27->24H(RIGHT) Longest waiting ticks: 799 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1658 Maximum occupied tiles: 11 Seat events: 116 Single-blocker events: 33 Multiple-blocker events: 7 Temporary aisle reoccupations: 50 RIGHT AISLE ----------- Total moves: 1741 Maximum occupied tiles: 13 Seat events: 119 Single-blocker events: 28 Multiple-blocker events: 15 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 136 Reservations granted: 128 Reservations denied/waited: 8 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4347 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5457 Total stationary ticks: 94158 Seat-event requests: 246 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 561 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 8 Active-event deferrals: 561 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 254\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 50 PERTURBATION-FAMILY CLASSIFICATION ============================================================ Date/Time: 2026-07-17 10:49:20 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 6 Scenario seed: 531314812887669783 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 850 Passengers seated: 235/235 Average waiting ticks: 385.31 Longest waiting passenger: P27->24H(RIGHT) Longest waiting ticks: 799 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1658 Maximum occupied tiles: 11 Seat events: 116 Single-blocker events: 33 Multiple-blocker events: 7 Temporary aisle reoccupations: 50 RIGHT AISLE ----------- Total moves: 1741 Maximum occupied tiles: 13 Seat events: 119 Single-blocker events: 28 Multiple-blocker events: 15 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 136 Reservations granted: 128 Reservations denied/waited: 8 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4347 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5457 Total stationary ticks: 94158 Seat-event requests: 246 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 561 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 8 Active-event deferrals: 561 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 254\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 50 PERTURBATION-FAMILY CLASSIFICATION ============================================================ Date/Time: 2026-07-17 10:49:20 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 7 Scenario seed: -6701040943463011102 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 59.49% Aisle-assignment balance: 99.72% OUTCOME ------- Status: SUCCESS Completed ticks: 1240 Passengers seated: 353/353 Average waiting ticks: 582.62 Longest waiting passenger: P329->5A(LEFT) Longest waiting ticks: 1189 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 4 Selected release potential total: 6 Last cluster decision: RIGHT:tiles18-20:occupied=3:anchor=P114:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 48 Regions dissolved: 3 Repeated reconstructions avoided: 48 Largest region lifetime: 29 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=11 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3105 Maximum occupied tiles: 14 Seat events: 177 Single-blocker events: 48 Multiple-blocker events: 31 Temporary aisle reoccupations: 112 RIGHT AISLE ----------- Total moves: 3073 Maximum occupied tiles: 13 Seat events: 176 Single-blocker events: 53 Multiple-blocker events: 17 Temporary aisle reoccupations: 92 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 158 Reservations granted: 154 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7810 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9782 Total stationary ticks: 212501 Seat-event requests: 377 Failed seat-event starts: 24 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 941 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 23 Rear-boundary failures: 1 Middle-bank reservation failures: 4 Active-event deferrals: 941 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 379\nPrecedence substitutions made: 2\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 32\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 50 PERTURBATION-FAMILY CLASSIFICATION ============================================================ Date/Time: 2026-07-17 10:49:20 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 7 Scenario seed: -6701040943463011102 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 59.49% Aisle-assignment balance: 99.72% OUTCOME ------- Status: SUCCESS Completed ticks: 1240 Passengers seated: 353/353 Average waiting ticks: 582.61 Longest waiting passenger: P329->5A(LEFT) Longest waiting ticks: 1189 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 4 Selected release potential total: 6 Last cluster decision: RIGHT:tiles18-20:occupied=3:anchor=P114:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 48 Regions dissolved: 3 Repeated reconstructions avoided: 48 Largest region lifetime: 29 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=11 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3105 Maximum occupied tiles: 14 Seat events: 177 Single-blocker events: 48 Multiple-blocker events: 31 Temporary aisle reoccupations: 112 RIGHT AISLE ----------- Total moves: 3073 Maximum occupied tiles: 13 Seat events: 176 Single-blocker events: 53 Multiple-blocker events: 17 Temporary aisle reoccupations: 92 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 158 Reservations granted: 154 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7825 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9791 Total stationary ticks: 212505 Seat-event requests: 376 Failed seat-event starts: 23 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 943 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 23 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 943 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 378\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 50 PERTURBATION-FAMILY CLASSIFICATION ============================================================ Date/Time: 2026-07-17 10:49:20 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 8 Scenario seed: 3811266483724439093 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 98.58% OUTCOME ------- Status: SUCCESS Completed ticks: 1013 Passengers seated: 282/282 Average waiting ticks: 461.68 Longest waiting passenger: P131->10B(LEFT) Longest waiting ticks: 957 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 4 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 6 Selected release potential total: 7 Last cluster decision: LEFT:tiles22-25:occupied=3:anchor=P257:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 57 Regions dissolved: 2 Repeated reconstructions avoided: 57 Largest region lifetime: 49 Maximum simultaneous active regions: 2 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=49 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2211 Maximum occupied tiles: 13 Seat events: 143 Single-blocker events: 41 Multiple-blocker events: 18 Temporary aisle reoccupations: 77 RIGHT AISLE ----------- Total moves: 2150 Maximum occupied tiles: 13 Seat events: 139 Single-blocker events: 37 Multiple-blocker events: 13 Temporary aisle reoccupations: 63 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 95 Reservations granted: 95 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5599 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7192 Total stationary ticks: 134990 Seat-event requests: 300 Failed seat-event starts: 18 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 818 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 18 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 818 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 50 PERTURBATION-FAMILY CLASSIFICATION ============================================================ Date/Time: 2026-07-17 10:49:20 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 8 Scenario seed: 3811266483724439093 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 98.58% OUTCOME ------- Status: SUCCESS Completed ticks: 1013 Passengers seated: 282/282 Average waiting ticks: 461.77 Longest waiting passenger: P131->10B(LEFT) Longest waiting ticks: 957 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 3 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 6 Selected release potential total: 4 Last cluster decision: LEFT:tiles1-8:occupied=6:anchor=P129:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 43 Regions dissolved: 1 Repeated reconstructions avoided: 43 Largest region lifetime: 44 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=44 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2211 Maximum occupied tiles: 13 Seat events: 143 Single-blocker events: 41 Multiple-blocker events: 18 Temporary aisle reoccupations: 77 RIGHT AISLE ----------- Total moves: 2150 Maximum occupied tiles: 13 Seat events: 139 Single-blocker events: 37 Multiple-blocker events: 13 Temporary aisle reoccupations: 63 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 95 Reservations granted: 95 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5589 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7168 Total stationary ticks: 134981 Seat-event requests: 295 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 836 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 836 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 294\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 50 PERTURBATION-FAMILY CLASSIFICATION ============================================================ Date/Time: 2026-07-17 10:49:20 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 9 Scenario seed: -3814949503416810644 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 88.51% OUTCOME ------- Status: SUCCESS Completed ticks: 920 Passengers seated: 235/235 Average waiting ticks: 387.24 Longest waiting passenger: P132->17C(LEFT) Longest waiting ticks: 882 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 7 Regions dissolved: 1 Repeated reconstructions avoided: 7 Largest region lifetime: 8 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=8 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1955 Maximum occupied tiles: 12 Seat events: 131 Single-blocker events: 35 Multiple-blocker events: 19 Temporary aisle reoccupations: 75 RIGHT AISLE ----------- Total moves: 1429 Maximum occupied tiles: 13 Seat events: 104 Single-blocker events: 27 Multiple-blocker events: 7 Temporary aisle reoccupations: 43 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 125 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4542 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5649 Total stationary ticks: 94882 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 502 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 502 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 50 PERTURBATION-FAMILY CLASSIFICATION ============================================================ Date/Time: 2026-07-17 10:49:20 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 9 Scenario seed: -3814949503416810644 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 88.51% OUTCOME ------- Status: SUCCESS Completed ticks: 920 Passengers seated: 235/235 Average waiting ticks: 387.29 Longest waiting passenger: P132->17C(LEFT) Longest waiting ticks: 882 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1955 Maximum occupied tiles: 12 Seat events: 131 Single-blocker events: 35 Multiple-blocker events: 19 Temporary aisle reoccupations: 75 RIGHT AISLE ----------- Total moves: 1429 Maximum occupied tiles: 13 Seat events: 104 Single-blocker events: 27 Multiple-blocker events: 7 Temporary aisle reoccupations: 43 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 125 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4542 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5628 Total stationary ticks: 94876 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 499 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 499 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 50 PERTURBATION-FAMILY CLASSIFICATION ============================================================ Date/Time: 2026-07-17 10:49:20 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 10 Scenario seed: 139157955229496041 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.16% OUTCOME ------- Status: SUCCESS Completed ticks: 1007 Passengers seated: 282/282 Average waiting ticks: 461.02 Longest waiting passenger: P176->9H(RIGHT) Longest waiting ticks: 961 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2150 Maximum occupied tiles: 12 Seat events: 137 Single-blocker events: 47 Multiple-blocker events: 9 Temporary aisle reoccupations: 65 RIGHT AISLE ----------- Total moves: 2221 Maximum occupied tiles: 14 Seat events: 145 Single-blocker events: 39 Multiple-blocker events: 13 Temporary aisle reoccupations: 65 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 98 Reservations granted: 98 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5774 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7193 Total stationary ticks: 134982 Seat-event requests: 288 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 717 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 717 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 288\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 50 PERTURBATION-FAMILY CLASSIFICATION ============================================================ Date/Time: 2026-07-17 10:49:20 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 10 Scenario seed: 139157955229496041 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.16% OUTCOME ------- Status: SUCCESS Completed ticks: 1007 Passengers seated: 282/282 Average waiting ticks: 461.05 Longest waiting passenger: P176->9H(RIGHT) Longest waiting ticks: 961 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 3 Regions dissolved: 1 Repeated reconstructions avoided: 3 Largest region lifetime: 4 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=4 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2150 Maximum occupied tiles: 12 Seat events: 137 Single-blocker events: 47 Multiple-blocker events: 9 Temporary aisle reoccupations: 65 RIGHT AISLE ----------- Total moves: 2221 Maximum occupied tiles: 14 Seat events: 145 Single-blocker events: 39 Multiple-blocker events: 13 Temporary aisle reoccupations: 65 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 98 Reservations granted: 98 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5769 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7214 Total stationary ticks: 134988 Seat-event requests: 289 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 731 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 731 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 289\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 6\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 50 PERTURBATION-FAMILY CLASSIFICATION ============================================================ Date/Time: 2026-07-17 10:49:20 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 11 Scenario seed: 7426425998591461158 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 98.58% OUTCOME ------- Status: SUCCESS Completed ticks: 1038 Passengers seated: 282/282 Average waiting ticks: 476.24 Longest waiting passenger: P52->30I(RIGHT) Longest waiting ticks: 975 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2266 Maximum occupied tiles: 12 Seat events: 139 Single-blocker events: 35 Multiple-blocker events: 14 Temporary aisle reoccupations: 63 RIGHT AISLE ----------- Total moves: 2145 Maximum occupied tiles: 11 Seat events: 143 Single-blocker events: 45 Multiple-blocker events: 13 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 106 Reservations granted: 97 Reservations denied/waited: 9 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5223 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6329 Total stationary ticks: 138530 Seat-event requests: 288 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 591 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 9 Active-event deferrals: 591 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 50 PERTURBATION-FAMILY CLASSIFICATION ============================================================ Date/Time: 2026-07-17 10:49:20 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 11 Scenario seed: 7426425998591461158 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 98.58% OUTCOME ------- Status: SUCCESS Completed ticks: 1038 Passengers seated: 282/282 Average waiting ticks: 475.94 Longest waiting passenger: P52->30I(RIGHT) Longest waiting ticks: 975 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2266 Maximum occupied tiles: 12 Seat events: 139 Single-blocker events: 35 Multiple-blocker events: 14 Temporary aisle reoccupations: 63 RIGHT AISLE ----------- Total moves: 2145 Maximum occupied tiles: 11 Seat events: 143 Single-blocker events: 45 Multiple-blocker events: 13 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 107 Reservations granted: 97 Reservations denied/waited: 10 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5300 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6395 Total stationary ticks: 138513 Seat-event requests: 288 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 590 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 10 Active-event deferrals: 590 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 50 PERTURBATION-FAMILY CLASSIFICATION ============================================================ Date/Time: 2026-07-17 10:49:20 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 12 Scenario seed: -8295871527466017660 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1048 Passengers seated: 282/282 Average waiting ticks: 462.85 Longest waiting passenger: P112->16G(RIGHT) Longest waiting ticks: 986 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1973 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 34 Multiple-blocker events: 12 Temporary aisle reoccupations: 58 RIGHT AISLE ----------- Total moves: 2397 Maximum occupied tiles: 13 Seat events: 148 Single-blocker events: 38 Multiple-blocker events: 22 Temporary aisle reoccupations: 82 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 100 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5834 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7362 Total stationary ticks: 135618 Seat-event requests: 296 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 719 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 719 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 50 PERTURBATION-FAMILY CLASSIFICATION ============================================================ Date/Time: 2026-07-17 10:49:20 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 12 Scenario seed: -8295871527466017660 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1048 Passengers seated: 282/282 Average waiting ticks: 462.75 Longest waiting passenger: P112->16G(RIGHT) Longest waiting ticks: 986 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1973 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 33 Multiple-blocker events: 13 Temporary aisle reoccupations: 59 RIGHT AISLE ----------- Total moves: 2397 Maximum occupied tiles: 13 Seat events: 148 Single-blocker events: 37 Multiple-blocker events: 22 Temporary aisle reoccupations: 81 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 103 Reservations granted: 100 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5884 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7386 Total stationary ticks: 135627 Seat-event requests: 296 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 709 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 709 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 299\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 50 PERTURBATION-FAMILY CLASSIFICATION ============================================================ Date/Time: 2026-07-17 10:49:21 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 13 Scenario seed: -8055353810995374288 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 93.62% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2323 Passengers seated: 224/235 Average waiting ticks: 409.51 Longest waiting passenger: P1->20F(LEFT) Longest waiting ticks: 2289 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 8 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 8 Selected release potential total: 0 Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1529 Regions dissolved: 2 Repeated reconstructions avoided: 1529 Largest region lifetime: 1491 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1491:occupied=8 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1481 State changes reopening evaluation: 7 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1819 Maximum occupied tiles: 12 Seat events: 114 Single-blocker events: 31 Multiple-blocker events: 11 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 1515 Maximum occupied tiles: 13 Seat events: 110 Single-blocker events: 29 Multiple-blocker events: 9 Temporary aisle reoccupations: 50 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1619 Reservations granted: 1619 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 9 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 13720 Longest unresolved passenger ID: 229 Longest unresolved row: 29 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 8 Longest dependency chain: P83(30C/LEFT) -> P160(27E/LEFT) -> P192(23B/LEFT) -> P0(18C/LEFT) -> P87(20B/LEFT) -> P125(27B/LEFT) -> P165(28D/LEFT) -> P1(20F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 83 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 9 Total blocked ticks: 21330 Total stationary ticks: 112907 Seat-event requests: 1731 Failed seat-event starts: 1507 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 1 Critical blocker identity: P1->20F(LEFT) Direct fan-out: 1 Total indirect descendants: 7 Critical tree size including blocker: 8 Critical tree depth: 8 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 11 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P1(20F/LEFT/WAITING_FOR_SEAT_EVENT) P165(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P125(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P87(20B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P0(18C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P192(23B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P160(27E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P83(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1507 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 21|22|23 Critical blocker unavailable yield tiles: 23 Critical blocker yield-tile occupants: 166 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1507 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 476 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 3 Yield-occupant trace: yieldOccupant[166]: P166(30E/LEFT/MOVING_IN_AISLE@tile23) -> P229(29C/LEFT/MOVING_IN_AISLE@tile24) -> P103(25C/LEFT/WAITING_AT_ROW@tile25) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P103->25C(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P166{seat=30E,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=23,directBlocker=229,lastMoveTick=816,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 21|22|23 Current unavailable yield tiles: 23 Current yield-tile occupants: 166 Final row-event chain: 1|166|229|103 Final row-event chain length: 4 Distinct row events in chain: 4 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1731\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 5\nOccupied-space rejections: 1511\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 50 PERTURBATION-FAMILY CLASSIFICATION ============================================================ Date/Time: 2026-07-17 10:49:21 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 13 Scenario seed: -8055353810995374288 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 93.62% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2323 Passengers seated: 224/235 Average waiting ticks: 409.60 Longest waiting passenger: P1->20F(LEFT) Longest waiting ticks: 2289 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 8 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 8 Selected release potential total: 0 Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1529 Regions dissolved: 2 Repeated reconstructions avoided: 1529 Largest region lifetime: 1491 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1491:occupied=8 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1481 State changes reopening evaluation: 7 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1819 Maximum occupied tiles: 12 Seat events: 114 Single-blocker events: 31 Multiple-blocker events: 11 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 1515 Maximum occupied tiles: 13 Seat events: 110 Single-blocker events: 29 Multiple-blocker events: 9 Temporary aisle reoccupations: 50 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1619 Reservations granted: 1619 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 9 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 13711 Longest unresolved passenger ID: 229 Longest unresolved row: 29 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 8 Longest dependency chain: P83(30C/LEFT) -> P160(27E/LEFT) -> P192(23B/LEFT) -> P0(18C/LEFT) -> P87(20B/LEFT) -> P125(27B/LEFT) -> P165(28D/LEFT) -> P1(20F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 83 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 9 Total blocked ticks: 21335 Total stationary ticks: 112908 Seat-event requests: 1731 Failed seat-event starts: 1507 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 1 Critical blocker identity: P1->20F(LEFT) Direct fan-out: 1 Total indirect descendants: 7 Critical tree size including blocker: 8 Critical tree depth: 8 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 11 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P1(20F/LEFT/WAITING_FOR_SEAT_EVENT) P165(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P125(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P87(20B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P0(18C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P192(23B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P160(27E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P83(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1507 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 21|22|23 Critical blocker unavailable yield tiles: 23 Critical blocker yield-tile occupants: 166 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1507 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 497 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 3 Yield-occupant trace: yieldOccupant[166]: P166(30E/LEFT/MOVING_IN_AISLE@tile23) -> P229(29C/LEFT/MOVING_IN_AISLE@tile24) -> P103(25C/LEFT/WAITING_AT_ROW@tile25) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P103->25C(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P166{seat=30E,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=23,directBlocker=229,lastMoveTick=823,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 21|22|23 Current unavailable yield tiles: 23 Current yield-tile occupants: 166 Final row-event chain: 1|166|229|103 Final row-event chain length: 4 Distinct row events in chain: 4 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1731\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 5\nOccupied-space rejections: 1511\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 50 PERTURBATION-FAMILY CLASSIFICATION ============================================================ Date/Time: 2026-07-17 10:49:21 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 14 Scenario seed: -457221805872256975 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 99.15% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2754 Passengers seated: 350/353 Average waiting ticks: 592.43 Longest waiting passenger: P342->34J(RIGHT) Longest waiting ticks: 2674 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 4 Cluster candidates evaluated: 5 Executable cluster candidates: 2 Rejected cluster candidates: 3 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 4 Selected release potential total: 5 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1576 Regions dissolved: 2 Repeated reconstructions avoided: 1576 Largest region lifetime: 1549 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1549:occupied=3 Confirmation deferral ticks: 6 Regions reaching confirmation: 3 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1539 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3091 Maximum occupied tiles: 13 Seat events: 178 Single-blocker events: 53 Multiple-blocker events: 20 Temporary aisle reoccupations: 97 RIGHT AISLE ----------- Total moves: 3066 Maximum occupied tiles: 14 Seat events: 172 Single-blocker events: 47 Multiple-blocker events: 21 Temporary aisle reoccupations: 89 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 155 Reservations granted: 152 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7560 Longest unresolved passenger ID: 32 Longest unresolved row: 34 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P32(34D/RIGHT) -> P342(34J/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 32 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 14220 Total stationary ticks: 217253 Seat-event requests: 1935 Failed seat-event starts: 1585 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 342 Critical blocker identity: P342->34J(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P342(34J/RIGHT/WAITING_FOR_SEAT_EVENT) P32(34D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1585 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 35|36 Critical blocker unavailable yield tiles: 36 Critical blocker yield-tile occupants: 54 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1585 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 991 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[54]: P54(36E/RIGHT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P54->36E(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P54{seat=36E,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=1164,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 35|36 Current unavailable yield tiles: 36 Current yield-tile occupants: 54 Final row-event chain: 342|54 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1936\nPrecedence substitutions made: 3\nDependency chains followed: 1563\nBlocked by waiting-row occupant: 1563\nSubstituted events started: 7\nOccupied-space rejections: 1589\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 50 PERTURBATION-FAMILY CLASSIFICATION ============================================================ Date/Time: 2026-07-17 10:49:21 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 14 Scenario seed: -457221805872256975 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 99.15% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2754 Passengers seated: 348/353 Average waiting ticks: 588.02 Longest waiting passenger: P208->36I(RIGHT) Longest waiting ticks: 2688 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 5 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 5 Selected release potential total: 5 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1636 Regions dissolved: 2 Repeated reconstructions avoided: 1636 Largest region lifetime: 1609 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1609:occupied=5 Confirmation deferral ticks: 5 Regions reaching confirmation: 3 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1569 State changes reopening evaluation: 3 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3091 Maximum occupied tiles: 13 Seat events: 178 Single-blocker events: 53 Multiple-blocker events: 20 Temporary aisle reoccupations: 97 RIGHT AISLE ----------- Total moves: 3061 Maximum occupied tiles: 13 Seat events: 170 Single-blocker events: 46 Multiple-blocker events: 20 Temporary aisle reoccupations: 86 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 155 Reservations granted: 152 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 4 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7410 Longest unresolved passenger ID: 283 Longest unresolved row: 36 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 5 Longest dependency chain: P32(34D/RIGHT) -> P342(34J/RIGHT) -> P54(36E/RIGHT) -> P283(36J/RIGHT) -> P208(36I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 32 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 4 Total blocked ticks: 17344 Total stationary ticks: 220392 Seat-event requests: 1956 Failed seat-event starts: 1608 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 208 Critical blocker identity: P208->36I(RIGHT) Direct fan-out: 1 Total indirect descendants: 4 Critical tree size including blocker: 5 Critical tree depth: 5 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P208(36I/RIGHT/WAITING_FOR_SEAT_EVENT) P283(36J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P54(36E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P342(34J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P32(34D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1583 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 1 Critical blocker required yield tiles: 37 Critical blocker unavailable yield tiles: 37 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 25 Rear-boundary failures: 1583 Middle-bank reservation failures: 3 Active-event deferrals: 975 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 1 Current required yield tiles: 37 Current unavailable yield tiles: 37 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1957\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 7\nOccupied-space rejections: 29\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 50 PERTURBATION-FAMILY CLASSIFICATION ============================================================ Date/Time: 2026-07-17 10:49:21 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 15 Scenario seed: 4062907901791905793 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 997 Passengers seated: 282/282 Average waiting ticks: 460.21 Longest waiting passenger: P9->22G(RIGHT) Longest waiting ticks: 933 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 3 Cluster candidates evaluated: 3 Executable cluster candidates: 2 Rejected cluster candidates: 1 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 7 Selected release potential total: 10 Last cluster decision: RIGHT:tiles11-17:occupied=5:anchor=P65:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 50 Regions dissolved: 1 Repeated reconstructions avoided: 50 Largest region lifetime: 51 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=51 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2233 Maximum occupied tiles: 11 Seat events: 140 Single-blocker events: 35 Multiple-blocker events: 12 Temporary aisle reoccupations: 59 RIGHT AISLE ----------- Total moves: 2129 Maximum occupied tiles: 13 Seat events: 142 Single-blocker events: 44 Multiple-blocker events: 18 Temporary aisle reoccupations: 80 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 93 Reservations granted: 93 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5878 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7413 Total stationary ticks: 134982 Seat-event requests: 294 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 679 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 679 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 6\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 50 PERTURBATION-FAMILY CLASSIFICATION ============================================================ Date/Time: 2026-07-17 10:49:21 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 15 Scenario seed: 4062907901791905793 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 997 Passengers seated: 282/282 Average waiting ticks: 460.20 Longest waiting passenger: P9->22G(RIGHT) Longest waiting ticks: 933 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 3 Cluster candidates evaluated: 3 Executable cluster candidates: 2 Rejected cluster candidates: 1 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 7 Selected release potential total: 10 Last cluster decision: RIGHT:tiles11-17:occupied=5:anchor=P65:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 50 Regions dissolved: 1 Repeated reconstructions avoided: 50 Largest region lifetime: 51 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=51 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2233 Maximum occupied tiles: 11 Seat events: 140 Single-blocker events: 35 Multiple-blocker events: 12 Temporary aisle reoccupations: 59 RIGHT AISLE ----------- Total moves: 2129 Maximum occupied tiles: 13 Seat events: 142 Single-blocker events: 44 Multiple-blocker events: 18 Temporary aisle reoccupations: 80 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 93 Reservations granted: 93 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5878 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7406 Total stationary ticks: 134980 Seat-event requests: 294 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 673 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 673 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 6\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 50 PERTURBATION-FAMILY CLASSIFICATION ============================================================ Date/Time: 2026-07-17 10:49:21 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 16 Scenario seed: -8950795278425470047 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 93.62% OUTCOME ------- Status: SUCCESS Completed ticks: 871 Passengers seated: 235/235 Average waiting ticks: 383.03 Longest waiting passenger: P128->5B(LEFT) Longest waiting ticks: 818 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1858 Maximum occupied tiles: 11 Seat events: 125 Single-blocker events: 33 Multiple-blocker events: 11 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1550 Maximum occupied tiles: 11 Seat events: 110 Single-blocker events: 25 Multiple-blocker events: 11 Temporary aisle reoccupations: 48 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 129 Reservations granted: 127 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4307 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5477 Total stationary ticks: 93689 Seat-event requests: 245 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 551 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 551 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 247\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 50 PERTURBATION-FAMILY CLASSIFICATION ============================================================ Date/Time: 2026-07-17 10:49:21 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 16 Scenario seed: -8950795278425470047 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 93.62% OUTCOME ------- Status: SUCCESS Completed ticks: 871 Passengers seated: 235/235 Average waiting ticks: 383.03 Longest waiting passenger: P128->5B(LEFT) Longest waiting ticks: 818 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1858 Maximum occupied tiles: 11 Seat events: 125 Single-blocker events: 33 Multiple-blocker events: 11 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1550 Maximum occupied tiles: 11 Seat events: 110 Single-blocker events: 25 Multiple-blocker events: 11 Temporary aisle reoccupations: 48 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 129 Reservations granted: 127 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4307 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5477 Total stationary ticks: 93689 Seat-event requests: 245 Failed seat-event starts: 10 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 551 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 10 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 551 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 247\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 50 PERTURBATION-FAMILY CLASSIFICATION ============================================================ Date/Time: 2026-07-17 10:49:21 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 17 Scenario seed: -5993034706659066824 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 97.16% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2462 Passengers seated: 272/282 Average waiting ticks: 465.14 Longest waiting passenger: P226->32I(RIGHT) Longest waiting ticks: 2400 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 5 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 10 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1708 Regions dissolved: 0 Repeated reconstructions avoided: 1708 Largest region lifetime: 1709 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1709:occupied=10 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1558 State changes reopening evaluation: 4 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2175 Maximum occupied tiles: 12 Seat events: 137 Single-blocker events: 42 Multiple-blocker events: 15 Temporary aisle reoccupations: 72 RIGHT AISLE ----------- Total moves: 2181 Maximum occupied tiles: 18 Seat events: 135 Single-blocker events: 40 Multiple-blocker events: 13 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 97 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 9 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 14808 Longest unresolved passenger ID: 121 Longest unresolved row: 32 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 10 Longest dependency chain: P207(29G/RIGHT) -> P59(26E/RIGHT) -> P117(32E/RIGHT) -> P149(31I/RIGHT) -> P78(31E/RIGHT) -> P187(29I/RIGHT) -> P154(30H/RIGHT) -> P172(31G/RIGHT) -> P121(32H/RIGHT) -> P226(32I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 207 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 9 Total blocked ticks: 22820 Total stationary ticks: 150192 Seat-event requests: 1851 Failed seat-event starts: 1579 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 226 Critical blocker identity: P226->32I(RIGHT) Direct fan-out: 1 Total indirect descendants: 9 Critical tree size including blocker: 10 Critical tree depth: 10 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 10 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P226(32I/RIGHT/WAITING_FOR_SEAT_EVENT) P121(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P172(31G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P154(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P187(29I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P78(31E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P149(31I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P117(32E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P59(26E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P207(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1567 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 1 Critical blocker required yield tiles: 33 Critical blocker unavailable yield tiles: 33 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 1567 Middle-bank reservation failures: 4 Active-event deferrals: 721 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 1 Current required yield tiles: 33 Current unavailable yield tiles: 33 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1855\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 50 PERTURBATION-FAMILY CLASSIFICATION ============================================================ Date/Time: 2026-07-17 10:49:21 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 17 Scenario seed: -5993034706659066824 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 97.16% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2462 Passengers seated: 272/282 Average waiting ticks: 465.23 Longest waiting passenger: P226->32I(RIGHT) Longest waiting ticks: 2397 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 5 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 10 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1708 Regions dissolved: 0 Repeated reconstructions avoided: 1708 Largest region lifetime: 1709 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1709:occupied=10 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1558 State changes reopening evaluation: 4 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2175 Maximum occupied tiles: 12 Seat events: 137 Single-blocker events: 42 Multiple-blocker events: 15 Temporary aisle reoccupations: 72 RIGHT AISLE ----------- Total moves: 2181 Maximum occupied tiles: 18 Seat events: 135 Single-blocker events: 40 Multiple-blocker events: 13 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 97 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 9 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 14804 Longest unresolved passenger ID: 121 Longest unresolved row: 32 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 10 Longest dependency chain: P207(29G/RIGHT) -> P59(26E/RIGHT) -> P117(32E/RIGHT) -> P149(31I/RIGHT) -> P78(31E/RIGHT) -> P187(29I/RIGHT) -> P154(30H/RIGHT) -> P172(31G/RIGHT) -> P121(32H/RIGHT) -> P226(32I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 207 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 9 Total blocked ticks: 22805 Total stationary ticks: 150187 Seat-event requests: 1851 Failed seat-event starts: 1579 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 226 Critical blocker identity: P226->32I(RIGHT) Direct fan-out: 1 Total indirect descendants: 9 Critical tree size including blocker: 10 Critical tree depth: 10 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 10 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P226(32I/RIGHT/WAITING_FOR_SEAT_EVENT) P121(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P172(31G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P154(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P187(29I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P78(31E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P149(31I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P117(32E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P59(26E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P207(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1567 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 1 Critical blocker required yield tiles: 33 Critical blocker unavailable yield tiles: 33 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 1567 Middle-bank reservation failures: 4 Active-event deferrals: 733 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 1 Current required yield tiles: 33 Current unavailable yield tiles: 33 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1855\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 50 PERTURBATION-FAMILY CLASSIFICATION ============================================================ Date/Time: 2026-07-17 10:49:21 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 18 Scenario seed: 8947593190842218294 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 997 Passengers seated: 282/282 Average waiting ticks: 464.79 Longest waiting passenger: P235->25A(LEFT) Longest waiting ticks: 951 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2262 Maximum occupied tiles: 11 Seat events: 142 Single-blocker events: 33 Multiple-blocker events: 18 Temporary aisle reoccupations: 69 RIGHT AISLE ----------- Total moves: 2126 Maximum occupied tiles: 15 Seat events: 140 Single-blocker events: 41 Multiple-blocker events: 17 Temporary aisle reoccupations: 75 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 96 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5604 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6957 Total stationary ticks: 135735 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 725 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 725 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 50 PERTURBATION-FAMILY CLASSIFICATION ============================================================ Date/Time: 2026-07-17 10:49:21 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 18 Scenario seed: 8947593190842218294 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 997 Passengers seated: 282/282 Average waiting ticks: 464.83 Longest waiting passenger: P235->25A(LEFT) Longest waiting ticks: 951 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2262 Maximum occupied tiles: 11 Seat events: 142 Single-blocker events: 33 Multiple-blocker events: 18 Temporary aisle reoccupations: 69 RIGHT AISLE ----------- Total moves: 2126 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 41 Multiple-blocker events: 17 Temporary aisle reoccupations: 75 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 96 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5595 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6886 Total stationary ticks: 135714 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 694 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 694 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 50 PERTURBATION-FAMILY CLASSIFICATION ============================================================ Date/Time: 2026-07-17 10:49:21 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 19 Scenario seed: -3071790934870179305 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 75.74% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 833 Passengers seated: 235/235 Average waiting ticks: 380.66 Longest waiting passenger: P185->4H(RIGHT) Longest waiting ticks: 773 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 6 Last cluster decision: RIGHT:tiles9-12:occupied=3:anchor=P225:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 37 Regions dissolved: 3 Repeated reconstructions avoided: 37 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=13 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1680 Maximum occupied tiles: 12 Seat events: 116 Single-blocker events: 38 Multiple-blocker events: 7 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 1742 Maximum occupied tiles: 13 Seat events: 119 Single-blocker events: 26 Multiple-blocker events: 13 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 130 Reservations granted: 130 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4682 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5910 Total stationary ticks: 93445 Seat-event requests: 252 Failed seat-event starts: 17 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 626 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 17 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 626 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 7\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 50 PERTURBATION-FAMILY CLASSIFICATION ============================================================ Date/Time: 2026-07-17 10:49:21 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 19 Scenario seed: -3071790934870179305 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 75.74% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 833 Passengers seated: 235/235 Average waiting ticks: 380.66 Longest waiting passenger: P185->4H(RIGHT) Longest waiting ticks: 773 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 6 Last cluster decision: RIGHT:tiles9-12:occupied=3:anchor=P225:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 37 Regions dissolved: 3 Repeated reconstructions avoided: 37 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=13 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1680 Maximum occupied tiles: 12 Seat events: 116 Single-blocker events: 38 Multiple-blocker events: 7 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 1742 Maximum occupied tiles: 13 Seat events: 119 Single-blocker events: 26 Multiple-blocker events: 13 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 130 Reservations granted: 130 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4682 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5910 Total stationary ticks: 93445 Seat-event requests: 252 Failed seat-event starts: 17 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 626 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 17 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 626 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 7\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 50 PERTURBATION-FAMILY CLASSIFICATION ============================================================ Date/Time: 2026-07-17 10:49:21 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 20 Scenario seed: -4277139289941249147 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.50% Blocker-prone seat share (topology component): 67.38% Aisle-assignment balance: 96.45% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2523 Passengers seated: 276/282 Average waiting ticks: 495.66 Longest waiting passenger: P93->28I(RIGHT) Longest waiting ticks: 2480 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 4 Cluster candidates evaluated: 4 Executable cluster candidates: 0 Rejected cluster candidates: 4 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 5 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1611 Regions dissolved: 0 Repeated reconstructions avoided: 1611 Largest region lifetime: 1612 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1612:occupied=5 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1536 State changes reopening evaluation: 3 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2124 Maximum occupied tiles: 12 Seat events: 136 Single-blocker events: 45 Multiple-blocker events: 16 Temporary aisle reoccupations: 77 RIGHT AISLE ----------- Total moves: 2229 Maximum occupied tiles: 14 Seat events: 140 Single-blocker events: 56 Multiple-blocker events: 8 Temporary aisle reoccupations: 72 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 96 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 5671 Longest unresolved passenger ID: 91 Longest unresolved row: 32 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P275(32F/RIGHT) -> P246(32G/RIGHT) -> P218(30F/RIGHT) -> P93(28I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 275 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 15939 Total stationary ticks: 148649 Seat-event requests: 1851 Failed seat-event starts: 1575 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 93 Critical blocker identity: P93->28I(RIGHT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 6 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P93(28I/RIGHT/WAITING_FOR_SEAT_EVENT) P218(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P246(32G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P275(32F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1575 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 29|30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 249 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1575 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 820 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[249]: P249(30I/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P249->30I(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P249{seat=30I,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=815,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 29|30 Current unavailable yield tiles: 30 Current yield-tile occupants: 249 Final row-event chain: 93|249 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1851\nPrecedence substitutions made: 1\nDependency chains followed: 1568\nBlocked by waiting-row occupant: 3115\nSubstituted events started: 1\nOccupied-space rejections: 6237\nMaximum scheduling-chain depth: 3\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 50 PERTURBATION-FAMILY CLASSIFICATION ============================================================ Date/Time: 2026-07-17 10:49:21 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 20 Scenario seed: -4277139289941249147 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.50% Blocker-prone seat share (topology component): 67.38% Aisle-assignment balance: 96.45% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2523 Passengers seated: 276/282 Average waiting ticks: 495.65 Longest waiting passenger: P93->28I(RIGHT) Longest waiting ticks: 2480 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 4 Cluster candidates evaluated: 4 Executable cluster candidates: 0 Rejected cluster candidates: 4 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 5 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1611 Regions dissolved: 0 Repeated reconstructions avoided: 1611 Largest region lifetime: 1612 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1612:occupied=5 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1536 State changes reopening evaluation: 3 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2124 Maximum occupied tiles: 12 Seat events: 136 Single-blocker events: 45 Multiple-blocker events: 16 Temporary aisle reoccupations: 77 RIGHT AISLE ----------- Total moves: 2229 Maximum occupied tiles: 14 Seat events: 140 Single-blocker events: 56 Multiple-blocker events: 8 Temporary aisle reoccupations: 72 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 96 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 5678 Longest unresolved passenger ID: 91 Longest unresolved row: 32 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P275(32F/RIGHT) -> P246(32G/RIGHT) -> P218(30F/RIGHT) -> P93(28I/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 275 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 15956 Total stationary ticks: 148656 Seat-event requests: 1851 Failed seat-event starts: 1575 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 93 Critical blocker identity: P93->28I(RIGHT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 6 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P93(28I/RIGHT/WAITING_FOR_SEAT_EVENT) P218(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P246(32G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P275(32F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1575 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 29|30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 249 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1575 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 826 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[249]: P249(30I/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P249->30I(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P249{seat=30I,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=815,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 29|30 Current unavailable yield tiles: 30 Current yield-tile occupants: 249 Final row-event chain: 93|249 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1851\nPrecedence substitutions made: 1\nDependency chains followed: 1568\nBlocked by waiting-row occupant: 3115\nSubstituted events started: 1\nOccupied-space rejections: 6237\nMaximum scheduling-chain depth: 3\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 50 PERTURBATION-FAMILY CLASSIFICATION ============================================================ Date/Time: 2026-07-17 10:49:21 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 21 Scenario seed: 2156042196335317824 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2509 Passengers seated: 280/282 Average waiting ticks: 465.41 Longest waiting passenger: P120->32F(LEFT) Longest waiting ticks: 2432 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 6 Selected release potential total: 5 Last cluster decision: RIGHT:tiles19-24:occupied=5:anchor=P160:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 26 Regions dissolved: 1 Repeated reconstructions avoided: 26 Largest region lifetime: 27 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=27 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2155 Maximum occupied tiles: 15 Seat events: 136 Single-blocker events: 40 Multiple-blocker events: 15 Temporary aisle reoccupations: 70 RIGHT AISLE ----------- Total moves: 2213 Maximum occupied tiles: 13 Seat events: 144 Single-blocker events: 31 Multiple-blocker events: 20 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1670 Reservations granted: 1670 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5604 Longest unresolved passenger ID: 44 Longest unresolved row: 32 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P44(32C/LEFT) -> P120(32F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 44 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 10298 Total stationary ticks: 137703 Seat-event requests: 1872 Failed seat-event starts: 1592 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 120 Critical blocker identity: P120->32F(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P120(32F/LEFT/WAITING_FOR_SEAT_EVENT) P44(32C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1573 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 33|34 Critical blocker unavailable yield tiles: 33|34 Critical blocker yield-tile occupants: -1|-1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 19 Rear-boundary failures: 1573 Middle-bank reservation failures: 0 Active-event deferrals: 729 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 33|34 Current unavailable yield tiles: 33|34 Current yield-tile occupants: -1|-1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1871\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 50 PERTURBATION-FAMILY CLASSIFICATION ============================================================ Date/Time: 2026-07-17 10:49:21 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 21 Scenario seed: 2156042196335317824 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2509 Passengers seated: 280/282 Average waiting ticks: 465.39 Longest waiting passenger: P120->32F(LEFT) Longest waiting ticks: 2432 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 6 Selected release potential total: 5 Last cluster decision: RIGHT:tiles19-24:occupied=5:anchor=P160:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 26 Regions dissolved: 1 Repeated reconstructions avoided: 26 Largest region lifetime: 27 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=27 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2155 Maximum occupied tiles: 15 Seat events: 136 Single-blocker events: 40 Multiple-blocker events: 15 Temporary aisle reoccupations: 70 RIGHT AISLE ----------- Total moves: 2213 Maximum occupied tiles: 13 Seat events: 144 Single-blocker events: 31 Multiple-blocker events: 20 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1670 Reservations granted: 1670 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5614 Longest unresolved passenger ID: 44 Longest unresolved row: 32 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P44(32C/LEFT) -> P120(32F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 44 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 10312 Total stationary ticks: 137707 Seat-event requests: 1872 Failed seat-event starts: 1592 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 120 Critical blocker identity: P120->32F(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P120(32F/LEFT/WAITING_FOR_SEAT_EVENT) P44(32C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1573 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 33|34 Critical blocker unavailable yield tiles: 33|34 Critical blocker yield-tile occupants: -1|-1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 19 Rear-boundary failures: 1573 Middle-bank reservation failures: 0 Active-event deferrals: 732 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 33|34 Current unavailable yield tiles: 33|34 Current yield-tile occupants: -1|-1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1871\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 50 PERTURBATION-FAMILY CLASSIFICATION ============================================================ Date/Time: 2026-07-17 10:49:21 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 22 Scenario seed: -5766723168729519310 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 96.32% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2745 Passengers seated: 277/353 Average waiting ticks: 763.89 Longest waiting passenger: P6->14I(RIGHT) Longest waiting ticks: 2745 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 5 Clusters detected: 5 Activations without intervention: 36 Cluster candidates evaluated: 58 Executable cluster candidates: 0 Rejected cluster candidates: 58 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 36 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 5 Region updates: 4062 Regions dissolved: 3 Repeated reconstructions avoided: 4062 Largest region lifetime: 2370 Maximum simultaneous active regions: 3 Regions active at termination: 2 Last lifecycle event: UPDATE:R1:age=2370:occupied=36 Confirmation deferral ticks: 7 Regions reaching confirmation: 2 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 2084 State changes reopening evaluation: 34 Region priority competitions: 1569 Regions ranked: 3138 Hierarchical selections: 1569 Lower-priority evaluations deferred: 1546 Highest selected priority score: 39710 Left/right priority wins: 0/1569 Priority ties: 0 Last priority decision: LEFT:R4:score=7810 | RIGHT:R1:score=39710 | selected=RIGHT LEFT AISLE ---------- Total moves: 3174 Maximum occupied tiles: 16 Seat events: 176 Single-blocker events: 40 Multiple-blocker events: 22 Temporary aisle reoccupations: 88 RIGHT AISLE ----------- Total moves: 2127 Maximum occupied tiles: 36 Seat events: 101 Single-blocker events: 20 Multiple-blocker events: 10 Temporary aisle reoccupations: 42 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 2198 Reservations granted: 2198 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 33 Remaining moving in aisle: 37 Remaining waiting at row: 6 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 74808 Longest unresolved passenger ID: 6 Longest unresolved row: 14 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 25 Longest dependency chain: P311(16F/RIGHT) -> P292(5J/RIGHT) -> P309(25H/RIGHT) -> P68(35E/RIGHT) -> P318(34I/RIGHT) -> P105(17H/RIGHT) -> P203(32I/RIGHT) -> P103(27G/RIGHT) -> P152(36H/RIGHT) -> P125(31D/RIGHT) -> P308(20I/RIGHT) -> P143(29E/RIGHT) -> P100(14J/RIGHT) -> P211(15I/RIGHT) -> P259(30J/RIGHT) -> P135(28I/RIGHT) -> P42(21I/RIGHT) -> P181(32D/RIGHT) -> P139(25I/RIGHT) -> P194(28F/RIGHT) -> P55(32H/RIGHT) -> P243(28J/RIGHT) -> P296(28D/RIGHT) -> P217(30I/RIGHT) -> P140(25E/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 311 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 37 Total blocked ticks: 93355 Total stationary ticks: 349294 Seat-event requests: 3976 Failed seat-event starts: 3699 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 140 Critical blocker identity: P140->25E(RIGHT) Direct fan-out: 1 Total indirect descendants: 24 Critical tree size including blocker: 25 Critical tree depth: 25 Frozen internal components: 6 Terminal WAITING_FOR_SEAT_EVENT nodes: 6 Unresolved internal passengers: 43 Unresolved outside passengers: 33 Unresolved internal passengers outside critical tree: 18 Critical blocker tree: P140(25E/RIGHT/WAITING_FOR_SEAT_EVENT) P217(30I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P296(28D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P243(28J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P55(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P194(28F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P139(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P181(32D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P42(21I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P135(28I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P259(30J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P211(15I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P100(14J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P143(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P308(20I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P125(31D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P152(36H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P103(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P203(32I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P105(17H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P318(34I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P68(35E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P309(25H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P292(5J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P311(16F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 3649 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 26|27 Critical blocker unavailable yield tiles: 26|27 Critical blocker yield-tile occupants: 20|218 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 3 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 3649 Rear-boundary failures: 50 Middle-bank reservation failures: 0 Active-event deferrals: 1207 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 2 Trace length: 8 Yield-occupant trace: yieldOccupant[20]: P20(32F/RIGHT/MOVING_IN_AISLE@tile26) -> P218(36J/RIGHT/MOVING_IN_AISLE@tile27) -> P5(30H/RIGHT/MOVING_IN_AISLE@tile28) -> P33(31J/RIGHT/MOVING_IN_AISLE@tile29) -> P236(33D/RIGHT/MOVING_IN_AISLE@tile30) -> P238(34F/RIGHT/MOVING_IN_AISLE@tile31) -> P14(34H/RIGHT/MOVING_IN_AISLE@tile32) -> P214(33I/RIGHT/WAITING_AT_ROW@tile33) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[218]: P218(36J/RIGHT/MOVING_IN_AISLE@tile27) -> P5(30H/RIGHT/MOVING_IN_AISLE@tile28) -> P33(31J/RIGHT/MOVING_IN_AISLE@tile29) -> P236(33D/RIGHT/MOVING_IN_AISLE@tile30) -> P238(34F/RIGHT/MOVING_IN_AISLE@tile31) -> P14(34H/RIGHT/MOVING_IN_AISLE@tile32) -> P214(33I/RIGHT/WAITING_AT_ROW@tile33) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P214->33I(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P20{seat=32F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=26,directBlocker=218,lastMoveTick=657,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P218{seat=36J,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=27,directBlocker=5,lastMoveTick=649,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 26|27 Current unavailable yield tiles: 26|27 Current yield-tile occupants: 20|218 Final row-event chain: 140|20|218|5|33|236|238|14|214 Final row-event chain length: 9 Distinct row events in chain: 9 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 6 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3976\nPrecedence substitutions made: 2\nDependency chains followed: 41\nBlocked by waiting-row occupant: 41\nSubstituted events started: 2\nOccupied-space rejections: 3675\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 50 PERTURBATION-FAMILY CLASSIFICATION ============================================================ Date/Time: 2026-07-17 10:49:21 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 22 Scenario seed: -5766723168729519310 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 96.32% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2745 Passengers seated: 346/353 Average waiting ticks: 596.96 Longest waiting passenger: P147->35A(LEFT) Longest waiting ticks: 2680 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 7 Cluster candidates evaluated: 12 Executable cluster candidates: 0 Rejected cluster candidates: 12 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 7 Selected release potential total: 0 Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 1708 Regions dissolved: 3 Repeated reconstructions avoided: 1708 Largest region lifetime: 1648 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1648:occupied=7 Confirmation deferral ticks: 5 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 1540 State changes reopening evaluation: 6 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3174 Maximum occupied tiles: 15 Seat events: 176 Single-blocker events: 37 Multiple-blocker events: 26 Temporary aisle reoccupations: 94 RIGHT AISLE ----------- Total moves: 2997 Maximum occupied tiles: 15 Seat events: 170 Single-blocker events: 45 Multiple-blocker events: 29 Temporary aisle reoccupations: 107 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 148 Reservations granted: 148 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 4 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7949 Longest unresolved passenger ID: 23 Longest unresolved row: 35 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P196(34A/LEFT) -> P23(35B/LEFT) -> P147(35A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 196 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 4 Total blocked ticks: 20676 Total stationary ticks: 223824 Seat-event requests: 1918 Failed seat-event starts: 1572 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 3 Critical blocker identity: P3->32A(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 7 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 4 Critical blocker tree: P3(32A/LEFT/WAITING_FOR_SEAT_EVENT) P128(36E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P290(34B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1572 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 33|34 Critical blocker unavailable yield tiles: 33|34 Critical blocker yield-tile occupants: 196|23 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1572 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 974 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 2 Trace length: 3 Yield-occupant trace: yieldOccupant[196]: P196(34A/LEFT/MOVING_IN_AISLE@tile33) -> P23(35B/LEFT/MOVING_IN_AISLE@tile34) -> P147(35A/LEFT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[23]: P23(35B/LEFT/MOVING_IN_AISLE@tile34) -> P147(35A/LEFT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P147->35A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P196{seat=34A,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=33,directBlocker=23,lastMoveTick=1179,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P23{seat=35B,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=34,directBlocker=147,lastMoveTick=1093,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 33|34 Current unavailable yield tiles: 33|34 Current yield-tile occupants: 196|23 Final row-event chain: 3|196|23|147 Final row-event chain length: 4 Distinct row events in chain: 4 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 3 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1918\nPrecedence substitutions made: 2\nDependency chains followed: 42\nBlocked by waiting-row occupant: 42\nSubstituted events started: 3\nOccupied-space rejections: 1579\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 50 PERTURBATION-FAMILY CLASSIFICATION ============================================================ Date/Time: 2026-07-17 10:49:21 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 23 Scenario seed: 3227199808506299833 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 999 Passengers seated: 282/282 Average waiting ticks: 461.28 Longest waiting passenger: P145->23F(RIGHT) Longest waiting ticks: 957 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 3 Selected release potential total: 4 Last cluster decision: LEFT:tiles14-16:occupied=3:anchor=P72:selected=P123:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 18 Regions dissolved: 2 Repeated reconstructions avoided: 18 Largest region lifetime: 11 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=11 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2167 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 34 Multiple-blocker events: 20 Temporary aisle reoccupations: 74 RIGHT AISLE ----------- Total moves: 2198 Maximum occupied tiles: 12 Seat events: 141 Single-blocker events: 30 Multiple-blocker events: 18 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 102 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5448 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6929 Total stationary ticks: 134708 Seat-event requests: 303 Failed seat-event starts: 21 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 742 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 21 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 742 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 26\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 50 PERTURBATION-FAMILY CLASSIFICATION ============================================================ Date/Time: 2026-07-17 10:49:21 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 23 Scenario seed: 3227199808506299833 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 999 Passengers seated: 282/282 Average waiting ticks: 461.19 Longest waiting passenger: P145->23F(RIGHT) Longest waiting ticks: 957 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 3 Selected release potential total: 4 Last cluster decision: LEFT:tiles14-16:occupied=3:anchor=P72:selected=P123:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 18 Regions dissolved: 2 Repeated reconstructions avoided: 18 Largest region lifetime: 11 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=11 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2167 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 34 Multiple-blocker events: 20 Temporary aisle reoccupations: 74 RIGHT AISLE ----------- Total moves: 2198 Maximum occupied tiles: 12 Seat events: 141 Single-blocker events: 30 Multiple-blocker events: 18 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 102 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5483 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6951 Total stationary ticks: 134715 Seat-event requests: 303 Failed seat-event starts: 21 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 733 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 21 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 733 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 26\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 50 PERTURBATION-FAMILY CLASSIFICATION ============================================================ Date/Time: 2026-07-17 10:49:21 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 24 Scenario seed: 8005147200778309228 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 98.58% OUTCOME ------- Status: SUCCESS Completed ticks: 1271 Passengers seated: 353/353 Average waiting ticks: 591.42 Longest waiting passenger: P62->26F(RIGHT) Longest waiting ticks: 1213 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 17 Regions dissolved: 1 Repeated reconstructions avoided: 17 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=18 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3014 Maximum occupied tiles: 13 Seat events: 174 Single-blocker events: 42 Multiple-blocker events: 21 Temporary aisle reoccupations: 86 RIGHT AISLE ----------- Total moves: 3120 Maximum occupied tiles: 15 Seat events: 179 Single-blocker events: 55 Multiple-blocker events: 24 Temporary aisle reoccupations: 106 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 148 Reservations granted: 148 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7411 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8961 Total stationary ticks: 214978 Seat-event requests: 366 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 822 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 822 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 366\nPrecedence substitutions made: 5\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 6\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 50 PERTURBATION-FAMILY CLASSIFICATION ============================================================ Date/Time: 2026-07-17 10:49:21 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 24 Scenario seed: 8005147200778309228 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 98.58% OUTCOME ------- Status: SUCCESS Completed ticks: 1271 Passengers seated: 353/353 Average waiting ticks: 591.42 Longest waiting passenger: P62->26F(RIGHT) Longest waiting ticks: 1213 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 17 Regions dissolved: 1 Repeated reconstructions avoided: 17 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=18 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3014 Maximum occupied tiles: 13 Seat events: 174 Single-blocker events: 42 Multiple-blocker events: 21 Temporary aisle reoccupations: 86 RIGHT AISLE ----------- Total moves: 3120 Maximum occupied tiles: 15 Seat events: 179 Single-blocker events: 55 Multiple-blocker events: 24 Temporary aisle reoccupations: 106 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 148 Reservations granted: 148 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7411 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8961 Total stationary ticks: 214978 Seat-event requests: 366 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 822 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 822 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 366\nPrecedence substitutions made: 5\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 6\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 50 PERTURBATION-FAMILY CLASSIFICATION ============================================================ Date/Time: 2026-07-17 10:49:21 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 25 Scenario seed: -2702801730491492296 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 98.58% OUTCOME ------- Status: SUCCESS Completed ticks: 1000 Passengers seated: 282/282 Average waiting ticks: 462.07 Longest waiting passenger: P235->11E(LEFT) Longest waiting ticks: 967 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2181 Maximum occupied tiles: 11 Seat events: 143 Single-blocker events: 33 Multiple-blocker events: 12 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 2227 Maximum occupied tiles: 13 Seat events: 139 Single-blocker events: 44 Multiple-blocker events: 16 Temporary aisle reoccupations: 76 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 97 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5581 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6908 Total stationary ticks: 135059 Seat-event requests: 293 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 644 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 644 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 9\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 50 PERTURBATION-FAMILY CLASSIFICATION ============================================================ Date/Time: 2026-07-17 10:49:21 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 25 Scenario seed: -2702801730491492296 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 98.58% OUTCOME ------- Status: SUCCESS Completed ticks: 1000 Passengers seated: 282/282 Average waiting ticks: 462.07 Longest waiting passenger: P235->11E(LEFT) Longest waiting ticks: 967 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2181 Maximum occupied tiles: 11 Seat events: 143 Single-blocker events: 33 Multiple-blocker events: 12 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 2227 Maximum occupied tiles: 13 Seat events: 139 Single-blocker events: 44 Multiple-blocker events: 16 Temporary aisle reoccupations: 76 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 97 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5581 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6915 Total stationary ticks: 135061 Seat-event requests: 293 Failed seat-event starts: 11 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 650 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 11 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 650 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 8\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 50 PERTURBATION-FAMILY CLASSIFICATION ============================================================ Date/Time: 2026-07-17 10:49:21 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 26 Scenario seed: -8345824874507060339 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 91.22% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2624 Passengers seated: 263/353 Average waiting ticks: 981.50 Longest waiting passenger: P5->29A(LEFT) Longest waiting ticks: 2624 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 27 Regions dissolved: 2 Repeated reconstructions avoided: 27 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1905 Maximum occupied tiles: 13 Seat events: 102 Single-blocker events: 17 Multiple-blocker events: 6 Temporary aisle reoccupations: 29 RIGHT AISLE ----------- Total moves: 2743 Maximum occupied tiles: 13 Seat events: 161 Single-blocker events: 58 Multiple-blocker events: 12 Temporary aisle reoccupations: 85 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 2007 Reservations granted: 2007 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 80 Remaining moving in aisle: 4 Remaining waiting at row: 6 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 12248 Longest unresolved passenger ID: 5 Longest unresolved row: 29 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P18(20C/LEFT) -> P149(6C/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 18 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 4 Total blocked ticks: 26060 Total stationary ticks: 359005 Seat-event requests: 2178 Failed seat-event starts: 1915 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 121 Critical blocker identity: P121->26G(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 6 Terminal WAITING_FOR_SEAT_EVENT nodes: 6 Unresolved internal passengers: 10 Unresolved outside passengers: 80 Unresolved internal passengers outside critical tree: 8 Critical blocker tree: P121(26G/LEFT/WAITING_FOR_SEAT_EVENT) P158(29C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1915 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 5 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1915 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 721 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_SPACE_AVAILABLE Final snapshot prerequisite: YIELD_SPACE_AVAILABLE Current required blockers: 3 Current required yield tiles: 27|28|29 Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: YIELD_SPACE_AVAILABLE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2177\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1918\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 50 PERTURBATION-FAMILY CLASSIFICATION ============================================================ Date/Time: 2026-07-17 10:49:21 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 26 Scenario seed: -8345824874507060339 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 91.22% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2624 Passengers seated: 263/353 Average waiting ticks: 981.50 Longest waiting passenger: P5->29A(LEFT) Longest waiting ticks: 2624 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 27 Regions dissolved: 2 Repeated reconstructions avoided: 27 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1905 Maximum occupied tiles: 13 Seat events: 102 Single-blocker events: 17 Multiple-blocker events: 6 Temporary aisle reoccupations: 29 RIGHT AISLE ----------- Total moves: 2743 Maximum occupied tiles: 13 Seat events: 161 Single-blocker events: 58 Multiple-blocker events: 12 Temporary aisle reoccupations: 85 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 2007 Reservations granted: 2007 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 80 Remaining moving in aisle: 4 Remaining waiting at row: 6 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 12248 Longest unresolved passenger ID: 5 Longest unresolved row: 29 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P18(20C/LEFT) -> P149(6C/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 18 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 4 Total blocked ticks: 26060 Total stationary ticks: 359005 Seat-event requests: 2178 Failed seat-event starts: 1915 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 121 Critical blocker identity: P121->26G(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 6 Terminal WAITING_FOR_SEAT_EVENT nodes: 6 Unresolved internal passengers: 10 Unresolved outside passengers: 80 Unresolved internal passengers outside critical tree: 8 Critical blocker tree: P121(26G/LEFT/WAITING_FOR_SEAT_EVENT) P158(29C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1915 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 5 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1915 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 721 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_SPACE_AVAILABLE Final snapshot prerequisite: YIELD_SPACE_AVAILABLE Current required blockers: 3 Current required yield tiles: 27|28|29 Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: YIELD_SPACE_AVAILABLE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2177\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1918\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 50 PERTURBATION-FAMILY CLASSIFICATION ============================================================ Date/Time: 2026-07-17 10:49:22 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 27 Scenario seed: 4799773213532248393 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 28.33% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 99.15% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2747 Passengers seated: 342/353 Average waiting ticks: 590.29 Longest waiting passenger: P292->33D(RIGHT) Longest waiting ticks: 2686 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 5 Clusters detected: 5 Activations without intervention: 17 Cluster candidates evaluated: 20 Executable cluster candidates: 2 Rejected cluster candidates: 18 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 11 Selected release potential total: 5 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 5 Region updates: 1829 Regions dissolved: 4 Repeated reconstructions avoided: 1829 Largest region lifetime: 1783 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1783:occupied=11 Confirmation deferral ticks: 8 Regions reaching confirmation: 3 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1617 State changes reopening evaluation: 15 Region priority competitions: 2 Regions ranked: 4 Hierarchical selections: 2 Lower-priority evaluations deferred: 0 Highest selected priority score: 6610 Left/right priority wins: 0/2 Priority ties: 0 Last priority decision: LEFT:R5:score=2214 | RIGHT:R3:score=6610 | selected=RIGHT LEFT AISLE ---------- Total moves: 3152 Maximum occupied tiles: 14 Seat events: 175 Single-blocker events: 47 Multiple-blocker events: 28 Temporary aisle reoccupations: 109 RIGHT AISLE ----------- Total moves: 2977 Maximum occupied tiles: 20 Seat events: 167 Single-blocker events: 48 Multiple-blocker events: 14 Temporary aisle reoccupations: 81 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1793 Reservations granted: 1791 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 9 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 15878 Longest unresolved passenger ID: 149 Longest unresolved row: 36 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 10 Longest dependency chain: P208(34H/RIGHT) -> P79(27H/RIGHT) -> P242(29G/RIGHT) -> P59(34G/RIGHT) -> P324(31J/RIGHT) -> P21(36F/RIGHT) -> P205(36I/RIGHT) -> P103(32H/RIGHT) -> P149(36J/RIGHT) -> P292(33D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 208 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 9 Total blocked ticks: 28362 Total stationary ticks: 230175 Seat-event requests: 2011 Failed seat-event starts: 1669 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 292 Critical blocker identity: P292->33D(RIGHT) Direct fan-out: 1 Total indirect descendants: 9 Critical tree size including blocker: 10 Critical tree depth: 10 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 11 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P292(33D/RIGHT/WAITING_FOR_SEAT_EVENT) P149(36J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P103(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P205(36I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P21(36F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P324(31J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P59(34G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P242(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P79(27H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P208(34H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1668 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 34|35|36 Critical blocker unavailable yield tiles: 35 Critical blocker yield-tile occupants: 126 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1668 Rear-boundary failures: 1 Middle-bank reservation failures: 2 Active-event deferrals: 1239 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[126]: P126(35J/RIGHT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P126->35J(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P126{seat=35J,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=35,directBlocker=-1,lastMoveTick=891,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 34|35|36 Current unavailable yield tiles: 35 Current yield-tile occupants: 126 Final row-event chain: 292|126 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2012\nPrecedence substitutions made: 8\nDependency chains followed: 1655\nBlocked by waiting-row occupant: 1655\nSubstituted events started: 9\nOccupied-space rejections: 1697\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 50 PERTURBATION-FAMILY CLASSIFICATION ============================================================ Date/Time: 2026-07-17 10:49:22 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 27 Scenario seed: 4799773213532248393 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 28.33% Blocker-prone seat share (topology component): 59.77% Aisle-assignment balance: 99.15% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2747 Passengers seated: 342/353 Average waiting ticks: 590.29 Longest waiting passenger: P292->33D(RIGHT) Longest waiting ticks: 2686 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 5 Clusters detected: 5 Activations without intervention: 17 Cluster candidates evaluated: 20 Executable cluster candidates: 2 Rejected cluster candidates: 18 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 11 Selected release potential total: 5 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 5 Region updates: 1829 Regions dissolved: 4 Repeated reconstructions avoided: 1829 Largest region lifetime: 1783 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1783:occupied=11 Confirmation deferral ticks: 8 Regions reaching confirmation: 3 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1617 State changes reopening evaluation: 15 Region priority competitions: 2 Regions ranked: 4 Hierarchical selections: 2 Lower-priority evaluations deferred: 0 Highest selected priority score: 6610 Left/right priority wins: 0/2 Priority ties: 0 Last priority decision: LEFT:R5:score=2214 | RIGHT:R3:score=6610 | selected=RIGHT LEFT AISLE ---------- Total moves: 3152 Maximum occupied tiles: 14 Seat events: 175 Single-blocker events: 47 Multiple-blocker events: 28 Temporary aisle reoccupations: 109 RIGHT AISLE ----------- Total moves: 2977 Maximum occupied tiles: 20 Seat events: 167 Single-blocker events: 48 Multiple-blocker events: 14 Temporary aisle reoccupations: 81 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1793 Reservations granted: 1791 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 9 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 15878 Longest unresolved passenger ID: 149 Longest unresolved row: 36 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 10 Longest dependency chain: P208(34H/RIGHT) -> P79(27H/RIGHT) -> P242(29G/RIGHT) -> P59(34G/RIGHT) -> P324(31J/RIGHT) -> P21(36F/RIGHT) -> P205(36I/RIGHT) -> P103(32H/RIGHT) -> P149(36J/RIGHT) -> P292(33D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 208 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 9 Total blocked ticks: 28362 Total stationary ticks: 230175 Seat-event requests: 2011 Failed seat-event starts: 1669 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 292 Critical blocker identity: P292->33D(RIGHT) Direct fan-out: 1 Total indirect descendants: 9 Critical tree size including blocker: 10 Critical tree depth: 10 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 11 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P292(33D/RIGHT/WAITING_FOR_SEAT_EVENT) P149(36J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P103(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P205(36I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P21(36F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P324(31J/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P59(34G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P242(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P79(27H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P208(34H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1668 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 34|35|36 Critical blocker unavailable yield tiles: 35 Critical blocker yield-tile occupants: 126 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1668 Rear-boundary failures: 1 Middle-bank reservation failures: 2 Active-event deferrals: 1239 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[126]: P126(35J/RIGHT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P126->35J(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P126{seat=35J,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=35,directBlocker=-1,lastMoveTick=891,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 34|35|36 Current unavailable yield tiles: 35 Current yield-tile occupants: 126 Final row-event chain: 292|126 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2012\nPrecedence substitutions made: 8\nDependency chains followed: 1655\nBlocked by waiting-row occupant: 1655\nSubstituted events started: 9\nOccupied-space rejections: 1697\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 50 PERTURBATION-FAMILY CLASSIFICATION ============================================================ Date/Time: 2026-07-17 10:49:22 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 28 Scenario seed: -8970582673838479181 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.74% Aisle-assignment balance: 97.02% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2350 Passengers seated: 216/235 Average waiting ticks: 413.67 Longest waiting passenger: P182->10F(LEFT) Longest waiting ticks: 2330 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 20 Cluster candidates evaluated: 38 Executable cluster candidates: 0 Rejected cluster candidates: 38 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 17 Selected release potential total: 0 Last cluster decision: LEFT:tiles13-30:occupied=17:anchor=P6:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 2199 Regions dissolved: 2 Repeated reconstructions avoided: 2199 Largest region lifetime: 2174 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: TRACK:R1:age=2174:localMembers=17 Confirmation deferral ticks: 3 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 102 State changes reopening evaluation: 18 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1580 Maximum occupied tiles: 23 Seat events: 95 Single-blocker events: 27 Multiple-blocker events: 6 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1753 Maximum occupied tiles: 12 Seat events: 121 Single-blocker events: 28 Multiple-blocker events: 11 Temporary aisle reoccupations: 52 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1877 Reservations granted: 1877 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 2 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 15 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 26482 Longest unresolved passenger ID: 153 Longest unresolved row: 30 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 16 Longest dependency chain: P144(22E/LEFT) -> P227(20B/LEFT) -> P228(19E/LEFT) -> P80(25A/LEFT) -> P77(24B/LEFT) -> P76(28B/LEFT) -> P103(27D/LEFT) -> P167(27C/LEFT) -> P148(29F/LEFT) -> P9(23B/LEFT) -> P136(25C/LEFT) -> P63(26A/LEFT) -> P55(26F/LEFT) -> P2(30B/LEFT) -> P105(30D/LEFT) -> P6(28E/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 144 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 15 Total blocked ticks: 39025 Total stationary ticks: 126482 Seat-event requests: 2061 Failed seat-event starts: 1845 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 6 Critical blocker identity: P6->28E(LEFT) Direct fan-out: 1 Total indirect descendants: 15 Critical tree size including blocker: 16 Critical tree depth: 16 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 19 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P6(28E/LEFT/WAITING_FOR_SEAT_EVENT) P105(30D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P2(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P55(26F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P63(26A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P136(25C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P9(23B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P148(29F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P167(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P103(27D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P76(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P77(24B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P80(25A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P228(19E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P227(20B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P144(22E/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1845 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 29|30 Critical blocker unavailable yield tiles: 29|30 Critical blocker yield-tile occupants: 60|153 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1845 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 1317 Simultaneous arbitration losses: 2 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 2 Trace length: 1 Yield-occupant trace: yieldOccupant[60]: P60(29A/LEFT/WAITING_AT_ROW@tile29) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[153]: P153(30F/LEFT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P153->30F(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: false Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P60{seat=29A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=29,directBlocker=-1,lastMoveTick=103,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} || P153{seat=30F,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=99,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 29|30 Current unavailable yield tiles: 29|30 Current yield-tile occupants: 60|153 Final row-event chain: 6|60 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 4 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2063\nPrecedence substitutions made: 1\nDependency chains followed: 196\nBlocked by waiting-row occupant: 318\nSubstituted events started: 3\nOccupied-space rejections: 3923\nMaximum scheduling-chain depth: 3\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 50 PERTURBATION-FAMILY CLASSIFICATION ============================================================ Date/Time: 2026-07-17 10:49:22 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 28 Scenario seed: -8970582673838479181 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.74% Aisle-assignment balance: 97.02% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2350 Passengers seated: 216/235 Average waiting ticks: 413.66 Longest waiting passenger: P182->10F(LEFT) Longest waiting ticks: 2330 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 20 Cluster candidates evaluated: 38 Executable cluster candidates: 0 Rejected cluster candidates: 38 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 17 Selected release potential total: 0 Last cluster decision: LEFT:tiles13-30:occupied=17:anchor=P6:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 2199 Regions dissolved: 2 Repeated reconstructions avoided: 2199 Largest region lifetime: 2174 Maximum simultaneous active regions: 2 Regions active at termination: 1 Last lifecycle event: TRACK:R1:age=2174:localMembers=17 Confirmation deferral ticks: 3 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 102 State changes reopening evaluation: 18 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1580 Maximum occupied tiles: 23 Seat events: 95 Single-blocker events: 27 Multiple-blocker events: 6 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1753 Maximum occupied tiles: 12 Seat events: 121 Single-blocker events: 28 Multiple-blocker events: 11 Temporary aisle reoccupations: 52 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1877 Reservations granted: 1877 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 2 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 15 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 26477 Longest unresolved passenger ID: 153 Longest unresolved row: 30 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 16 Longest dependency chain: P144(22E/LEFT) -> P227(20B/LEFT) -> P228(19E/LEFT) -> P80(25A/LEFT) -> P77(24B/LEFT) -> P76(28B/LEFT) -> P103(27D/LEFT) -> P167(27C/LEFT) -> P148(29F/LEFT) -> P9(23B/LEFT) -> P136(25C/LEFT) -> P63(26A/LEFT) -> P55(26F/LEFT) -> P2(30B/LEFT) -> P105(30D/LEFT) -> P6(28E/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 144 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 15 Total blocked ticks: 39032 Total stationary ticks: 126484 Seat-event requests: 2061 Failed seat-event starts: 1845 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 6 Critical blocker identity: P6->28E(LEFT) Direct fan-out: 1 Total indirect descendants: 15 Critical tree size including blocker: 16 Critical tree depth: 16 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 19 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P6(28E/LEFT/WAITING_FOR_SEAT_EVENT) P105(30D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P2(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P55(26F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P63(26A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P136(25C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P9(23B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P148(29F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P167(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P103(27D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P76(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P77(24B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P80(25A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P228(19E/LEFT/NEXT_AISLE_TILE_OCCUPIED) P227(20B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P144(22E/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1845 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 29|30 Critical blocker unavailable yield tiles: 29|30 Critical blocker yield-tile occupants: 60|153 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1845 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 1319 Simultaneous arbitration losses: 2 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 2 Trace length: 1 Yield-occupant trace: yieldOccupant[60]: P60(29A/LEFT/WAITING_AT_ROW@tile29) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[153]: P153(30F/LEFT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P153->30F(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: false Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P60{seat=29A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=29,directBlocker=-1,lastMoveTick=103,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} || P153{seat=30F,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=99,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 29|30 Current unavailable yield tiles: 29|30 Current yield-tile occupants: 60|153 Final row-event chain: 6|60 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 4 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2063\nPrecedence substitutions made: 1\nDependency chains followed: 196\nBlocked by waiting-row occupant: 318\nSubstituted events started: 3\nOccupied-space rejections: 3923\nMaximum scheduling-chain depth: 3\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 50 PERTURBATION-FAMILY CLASSIFICATION ============================================================ Date/Time: 2026-07-17 10:49:22 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 29 Scenario seed: 4864444880977790924 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1020 Passengers seated: 282/282 Average waiting ticks: 465.05 Longest waiting passenger: P148->23C(LEFT) Longest waiting ticks: 966 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2210 Maximum occupied tiles: 11 Seat events: 144 Single-blocker events: 33 Multiple-blocker events: 19 Temporary aisle reoccupations: 71 RIGHT AISLE ----------- Total moves: 2200 Maximum occupied tiles: 11 Seat events: 138 Single-blocker events: 40 Multiple-blocker events: 12 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 100 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5486 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6602 Total stationary ticks: 135635 Seat-event requests: 294 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 615 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 615 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 50 PERTURBATION-FAMILY CLASSIFICATION ============================================================ Date/Time: 2026-07-17 10:49:22 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 29 Scenario seed: 4864444880977790924 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1021 Passengers seated: 282/282 Average waiting ticks: 465.01 Longest waiting passenger: P148->23C(LEFT) Longest waiting ticks: 969 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2210 Maximum occupied tiles: 11 Seat events: 144 Single-blocker events: 33 Multiple-blocker events: 19 Temporary aisle reoccupations: 71 RIGHT AISLE ----------- Total moves: 2200 Maximum occupied tiles: 11 Seat events: 138 Single-blocker events: 40 Multiple-blocker events: 12 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 100 Reservations granted: 99 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5495 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6593 Total stationary ticks: 135625 Seat-event requests: 294 Failed seat-event starts: 12 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 604 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 12 Rear-boundary failures: 0 Middle-bank reservation failures: 1 Active-event deferrals: 604 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 50 PERTURBATION-FAMILY CLASSIFICATION ============================================================ Date/Time: 2026-07-17 10:49:22 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 30 Scenario seed: 2093724541076077643 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 26.91% Blocker-prone seat share (topology component): 60.62% Aisle-assignment balance: 95.75% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2728 Passengers seated: 344/353 Average waiting ticks: 615.95 Longest waiting passenger: P159->2D(RIGHT) Longest waiting ticks: 2726 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 22 Regions dissolved: 1 Repeated reconstructions avoided: 22 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=23 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2908 Maximum occupied tiles: 15 Seat events: 169 Single-blocker events: 55 Multiple-blocker events: 25 Temporary aisle reoccupations: 111 RIGHT AISLE ----------- Total moves: 3180 Maximum occupied tiles: 14 Seat events: 175 Single-blocker events: 60 Multiple-blocker events: 16 Temporary aisle reoccupations: 94 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1642 Reservations granted: 1638 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 6 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 10047 Longest unresolved passenger ID: 331 Longest unresolved row: 36 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P87(19H/RIGHT) -> P200(6H/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 87 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 22713 Total stationary ticks: 228315 Seat-event requests: 1851 Failed seat-event starts: 1507 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 159 Critical blocker identity: P159->2D(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 6 Terminal WAITING_FOR_SEAT_EVENT nodes: 6 Unresolved internal passengers: 9 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 7 Critical blocker tree: P159(2D/RIGHT/WAITING_FOR_SEAT_EVENT) P277(35I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1507 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 3|4|5 Critical blocker unavailable yield tiles: 5 Critical blocker yield-tile occupants: 87 Waiting-row passengers with zero blockers: 5 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1507 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 929 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[87]: P87(19H/RIGHT/MOVING_IN_AISLE@tile5) -> P200(6H/RIGHT/WAITING_AT_ROW@tile6) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P200->6H(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P87{seat=19H,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=5,directBlocker=200,lastMoveTick=1237,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 3|4|5 Current unavailable yield tiles: 5 Current yield-tile occupants: 87 Final row-event chain: 159|87|200 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1855\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 10\nOccupied-space rejections: 1512\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 50 PERTURBATION-FAMILY CLASSIFICATION ============================================================ Date/Time: 2026-07-17 10:49:22 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 8783790101901 Scenario number: 30 Scenario seed: 2093724541076077643 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 26.91% Blocker-prone seat share (topology component): 60.62% Aisle-assignment balance: 95.75% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2728 Passengers seated: 344/353 Average waiting ticks: 615.96 Longest waiting passenger: P159->2D(RIGHT) Longest waiting ticks: 2726 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 22 Regions dissolved: 1 Repeated reconstructions avoided: 22 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=23 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2908 Maximum occupied tiles: 15 Seat events: 169 Single-blocker events: 55 Multiple-blocker events: 25 Temporary aisle reoccupations: 111 RIGHT AISLE ----------- Total moves: 3180 Maximum occupied tiles: 14 Seat events: 175 Single-blocker events: 60 Multiple-blocker events: 16 Temporary aisle reoccupations: 94 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1642 Reservations granted: 1638 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 6 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 10051 Longest unresolved passenger ID: 331 Longest unresolved row: 36 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P87(19H/RIGHT) -> P200(6H/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 87 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 22715 Total stationary ticks: 228315 Seat-event requests: 1851 Failed seat-event starts: 1507 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 159 Critical blocker identity: P159->2D(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 6 Terminal WAITING_FOR_SEAT_EVENT nodes: 6 Unresolved internal passengers: 9 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 7 Critical blocker tree: P159(2D/RIGHT/WAITING_FOR_SEAT_EVENT) P277(35I/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1507 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 3|4|5 Critical blocker unavailable yield tiles: 5 Critical blocker yield-tile occupants: 87 Waiting-row passengers with zero blockers: 5 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1507 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 933 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[87]: P87(19H/RIGHT/MOVING_IN_AISLE@tile5) -> P200(6H/RIGHT/WAITING_AT_ROW@tile6) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P200->6H(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P87{seat=19H,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=5,directBlocker=200,lastMoveTick=1237,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 3|4|5 Current unavailable yield tiles: 5 Current yield-tile occupants: 87 Final row-event chain: 159|87|200 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1855\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 10\nOccupied-space rejections: 1512\nMaximum scheduling-chain depth: 2\n============================================================\n ************************************************************ BATCH EXPERIMENT SUMMARY RESEARCH EXPERIMENT 50 PERTURBATION-FAMILY CLASSIFICATION ************************************************************ Experiment seed: 8783790101901 Scenarios executed: 60 Successful completions: 36 Incomplete/MAX_TICKS: 24 Average completed ticks: 1651.92 Average waiting ticks: 508.95 ************************************************************ ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 51 PROSPECTIVE PERTURBATION VALIDATION ============================================================ Date/Time: 2026-07-17 11:00:52 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 1 Scenario seed: 3055370766012738473 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 842 Passengers seated: 235/235 Average waiting ticks: 381.71 Longest waiting passenger: P14->4G(RIGHT) Longest waiting ticks: 802 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 31 Regions dissolved: 3 Repeated reconstructions avoided: 31 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 0 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1605 Maximum occupied tiles: 13 Seat events: 114 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 56 RIGHT AISLE ----------- Total moves: 1759 Maximum occupied tiles: 13 Seat events: 121 Single-blocker events: 28 Multiple-blocker events: 11 Temporary aisle reoccupations: 53 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 129 Reservations granted: 129 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4378 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5526 Total stationary ticks: 93373 Seat-event requests: 249 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 592 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 592 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 51 PROSPECTIVE PERTURBATION VALIDATION ============================================================ Date/Time: 2026-07-17 11:00:52 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 1 Scenario seed: 3055370766012738473 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 842 Passengers seated: 235/235 Average waiting ticks: 381.71 Longest waiting passenger: P14->4G(RIGHT) Longest waiting ticks: 802 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 31 Regions dissolved: 3 Repeated reconstructions avoided: 31 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 0 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1605 Maximum occupied tiles: 13 Seat events: 114 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 56 RIGHT AISLE ----------- Total moves: 1759 Maximum occupied tiles: 13 Seat events: 121 Single-blocker events: 28 Multiple-blocker events: 11 Temporary aisle reoccupations: 53 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 129 Reservations granted: 129 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4378 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5526 Total stationary ticks: 93373 Seat-event requests: 249 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 592 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 592 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 51 PROSPECTIVE PERTURBATION VALIDATION ============================================================ Date/Time: 2026-07-17 11:00:53 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 2 Scenario seed: -5861873949581201790 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 461.78 Longest waiting passenger: P176->13G(RIGHT) Longest waiting ticks: 940 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2124 Maximum occupied tiles: 12 Seat events: 140 Single-blocker events: 52 Multiple-blocker events: 12 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2238 Maximum occupied tiles: 13 Seat events: 142 Single-blocker events: 33 Multiple-blocker events: 24 Temporary aisle reoccupations: 81 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 99 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5604 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6986 Total stationary ticks: 134989 Seat-event requests: 296 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 657 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 657 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 51 PROSPECTIVE PERTURBATION VALIDATION ============================================================ Date/Time: 2026-07-17 11:00:53 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 2 Scenario seed: -5861873949581201790 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 461.78 Longest waiting passenger: P176->13G(RIGHT) Longest waiting ticks: 940 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2124 Maximum occupied tiles: 12 Seat events: 140 Single-blocker events: 52 Multiple-blocker events: 12 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2238 Maximum occupied tiles: 13 Seat events: 142 Single-blocker events: 33 Multiple-blocker events: 24 Temporary aisle reoccupations: 81 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 99 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5604 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6986 Total stationary ticks: 134989 Seat-event requests: 296 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 657 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 657 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 51 PROSPECTIVE PERTURBATION VALIDATION ============================================================ Date/Time: 2026-07-17 11:00:53 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 3 Scenario seed: 6413959567787430862 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 99.72% OUTCOME ------- Status: SUCCESS Completed ticks: 1255 Passengers seated: 353/353 Average waiting ticks: 584.28 Longest waiting passenger: P110->21D(LEFT) Longest waiting ticks: 1200 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 51 Regions dissolved: 4 Repeated reconstructions avoided: 51 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=11 Confirmation deferral ticks: 5 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3168 Maximum occupied tiles: 14 Seat events: 177 Single-blocker events: 45 Multiple-blocker events: 29 Temporary aisle reoccupations: 109 RIGHT AISLE ----------- Total moves: 3052 Maximum occupied tiles: 13 Seat events: 176 Single-blocker events: 53 Multiple-blocker events: 27 Temporary aisle reoccupations: 112 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 159 Reservations granted: 157 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8069 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9772 Total stationary ticks: 213222 Seat-event requests: 381 Failed seat-event starts: 28 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 782 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 28 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 782 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 51 PROSPECTIVE PERTURBATION VALIDATION ============================================================ Date/Time: 2026-07-17 11:00:53 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 3 Scenario seed: 6413959567787430862 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 99.72% OUTCOME ------- Status: SUCCESS Completed ticks: 1255 Passengers seated: 353/353 Average waiting ticks: 584.23 Longest waiting passenger: P110->21D(LEFT) Longest waiting ticks: 1200 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 51 Regions dissolved: 4 Repeated reconstructions avoided: 51 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=11 Confirmation deferral ticks: 5 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3168 Maximum occupied tiles: 14 Seat events: 177 Single-blocker events: 45 Multiple-blocker events: 29 Temporary aisle reoccupations: 109 RIGHT AISLE ----------- Total moves: 3052 Maximum occupied tiles: 13 Seat events: 176 Single-blocker events: 53 Multiple-blocker events: 27 Temporary aisle reoccupations: 112 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 159 Reservations granted: 157 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8079 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9784 Total stationary ticks: 213224 Seat-event requests: 381 Failed seat-event starts: 28 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 775 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 28 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 775 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 51 PROSPECTIVE PERTURBATION VALIDATION ============================================================ Date/Time: 2026-07-17 11:00:53 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 4 Scenario seed: -6874954252876456991 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2294 Passengers seated: 169/235 Average waiting ticks: 811.85 Longest waiting passenger: P2->16C(RIGHT) Longest waiting ticks: 2294 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 4 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1889 Regions dissolved: 0 Repeated reconstructions avoided: 1889 Largest region lifetime: 1890 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1890:occupied=4 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1887 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1607 Maximum occupied tiles: 13 Seat events: 113 Single-blocker events: 31 Multiple-blocker events: 9 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 914 Maximum occupied tiles: 12 Seat events: 56 Single-blocker events: 9 Multiple-blocker events: 1 Temporary aisle reoccupations: 11 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1981 Reservations granted: 1976 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 57 Remaining moving in aisle: 6 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 11640 Longest unresolved passenger ID: 2 Longest unresolved row: 16 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 109 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 6 Total blocked ticks: 20936 Total stationary ticks: 204785 Seat-event requests: 2064 Failed seat-event starts: 1895 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 169 Critical blocker identity: P169->4C(RIGHT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 9 Unresolved outside passengers: 57 Unresolved internal passengers outside critical tree: 5 Critical blocker tree: P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT) P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1895 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 5|6|7 Critical blocker unavailable yield tiles: 7 Critical blocker yield-tile occupants: 165 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1895 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 388 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P53->8E(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 5|6|7 Current unavailable yield tiles: 7 Current yield-tile occupants: 165 Final row-event chain: 169|165|53 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 51 PROSPECTIVE PERTURBATION VALIDATION ============================================================ Date/Time: 2026-07-17 11:00:53 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 4 Scenario seed: -6874954252876456991 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2294 Passengers seated: 169/235 Average waiting ticks: 811.85 Longest waiting passenger: P2->16C(RIGHT) Longest waiting ticks: 2294 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 4 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1889 Regions dissolved: 0 Repeated reconstructions avoided: 1889 Largest region lifetime: 1890 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1890:occupied=4 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1887 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1607 Maximum occupied tiles: 13 Seat events: 113 Single-blocker events: 31 Multiple-blocker events: 9 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 914 Maximum occupied tiles: 12 Seat events: 56 Single-blocker events: 9 Multiple-blocker events: 1 Temporary aisle reoccupations: 11 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1981 Reservations granted: 1976 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 57 Remaining moving in aisle: 6 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 11640 Longest unresolved passenger ID: 2 Longest unresolved row: 16 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 109 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 6 Total blocked ticks: 20922 Total stationary ticks: 204781 Seat-event requests: 2064 Failed seat-event starts: 1895 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 169 Critical blocker identity: P169->4C(RIGHT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 9 Unresolved outside passengers: 57 Unresolved internal passengers outside critical tree: 5 Critical blocker tree: P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT) P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1895 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 5|6|7 Critical blocker unavailable yield tiles: 7 Critical blocker yield-tile occupants: 165 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1895 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 380 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P53->8E(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 5|6|7 Current unavailable yield tiles: 7 Current yield-tile occupants: 165 Final row-event chain: 169|165|53 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 51 PROSPECTIVE PERTURBATION VALIDATION ============================================================ Date/Time: 2026-07-17 11:00:53 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 5 Scenario seed: -3861213001347413166 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1037 Passengers seated: 282/282 Average waiting ticks: 463.27 Longest waiting passenger: P14->18D(LEFT) Longest waiting ticks: 988 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2266 Maximum occupied tiles: 13 Seat events: 148 Single-blocker events: 41 Multiple-blocker events: 16 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 2110 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 45 Multiple-blocker events: 14 Temporary aisle reoccupations: 73 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 95 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5619 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6814 Total stationary ticks: 135338 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 584 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 584 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 51 PROSPECTIVE PERTURBATION VALIDATION ============================================================ Date/Time: 2026-07-17 11:00:53 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 5 Scenario seed: -3861213001347413166 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1037 Passengers seated: 282/282 Average waiting ticks: 463.27 Longest waiting passenger: P14->18D(LEFT) Longest waiting ticks: 988 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2266 Maximum occupied tiles: 13 Seat events: 148 Single-blocker events: 41 Multiple-blocker events: 16 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 2110 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 45 Multiple-blocker events: 14 Temporary aisle reoccupations: 73 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 95 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5619 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6814 Total stationary ticks: 135338 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 584 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 584 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 51 PROSPECTIVE PERTURBATION VALIDATION ============================================================ Date/Time: 2026-07-17 11:00:53 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 6 Scenario seed: 5232186905524502075 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 94.47% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2349 Passengers seated: 226/235 Average waiting ticks: 412.04 Longest waiting passenger: P148->22D(RIGHT) Longest waiting ticks: 2308 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 10 Cluster candidates evaluated: 3 Executable cluster candidates: 1 Rejected cluster candidates: 2 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 9 Selected release potential total: 5 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1602 Regions dissolved: 2 Repeated reconstructions avoided: 1602 Largest region lifetime: 1574 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1574:occupied=9 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1520 State changes reopening evaluation: 9 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1534 Maximum occupied tiles: 11 Seat events: 111 Single-blocker events: 33 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1850 Maximum occupied tiles: 13 Seat events: 115 Single-blocker events: 25 Multiple-blocker events: 11 Temporary aisle reoccupations: 49 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1668 Reservations granted: 1665 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 7 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 11128 Longest unresolved passenger ID: 198 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 7 Longest dependency chain: P102(27G/RIGHT) -> P111(26C/RIGHT) -> P180(26D/RIGHT) -> P228(28H/RIGHT) -> P123(29E/RIGHT) -> P198(30F/RIGHT) -> P69(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 102 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 7 Total blocked ticks: 18631 Total stationary ticks: 110660 Seat-event requests: 1780 Failed seat-event starts: 1554 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 69 Critical blocker identity: P69->29C(RIGHT) Direct fan-out: 1 Total indirect descendants: 6 Critical tree size including blocker: 7 Critical tree depth: 7 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 9 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P69(29C/RIGHT/WAITING_FOR_SEAT_EVENT) P198(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P123(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P228(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P180(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P111(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P102(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1519 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1519 Rear-boundary failures: 35 Middle-bank reservation failures: 3 Active-event deferrals: 539 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1782\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1522\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 51 PROSPECTIVE PERTURBATION VALIDATION ============================================================ Date/Time: 2026-07-17 11:00:53 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 6 Scenario seed: 5232186905524502075 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 94.47% OUTCOME ------- Status: SUCCESS Completed ticks: 892 Passengers seated: 235/235 Average waiting ticks: 399.84 Longest waiting passenger: P204->17E(RIGHT) Longest waiting ticks: 844 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 6 Selected release potential total: 5 Last cluster decision: RIGHT:tiles8-13:occupied=6:anchor=P172:selected=P162:directReleases=0:releasePotential=5 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 29 Regions dissolved: 2 Repeated reconstructions avoided: 29 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1534 Maximum occupied tiles: 11 Seat events: 111 Single-blocker events: 33 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1872 Maximum occupied tiles: 11 Seat events: 124 Single-blocker events: 28 Multiple-blocker events: 15 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 134 Reservations granted: 131 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3993 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4927 Total stationary ticks: 97124 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 507 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 507 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 51 PROSPECTIVE PERTURBATION VALIDATION ============================================================ Date/Time: 2026-07-17 11:00:53 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 7 Scenario seed: -6941493034642023543 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 95.75% OUTCOME ------- Status: SUCCESS Completed ticks: 1320 Passengers seated: 353/353 Average waiting ticks: 603.76 Longest waiting passenger: P99->23G(LEFT) Longest waiting ticks: 1270 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3201 Maximum occupied tiles: 15 Seat events: 184 Single-blocker events: 48 Multiple-blocker events: 27 Temporary aisle reoccupations: 104 RIGHT AISLE ----------- Total moves: 2947 Maximum occupied tiles: 13 Seat events: 169 Single-blocker events: 50 Multiple-blocker events: 21 Temporary aisle reoccupations: 95 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 152 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6822 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8389 Total stationary ticks: 218685 Seat-event requests: 375 Failed seat-event starts: 22 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 864 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 22 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 864 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 51 PROSPECTIVE PERTURBATION VALIDATION ============================================================ Date/Time: 2026-07-17 11:00:53 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 7 Scenario seed: -6941493034642023543 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 95.75% OUTCOME ------- Status: SUCCESS Completed ticks: 1320 Passengers seated: 353/353 Average waiting ticks: 603.79 Longest waiting passenger: P99->23G(LEFT) Longest waiting ticks: 1270 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3201 Maximum occupied tiles: 15 Seat events: 184 Single-blocker events: 48 Multiple-blocker events: 27 Temporary aisle reoccupations: 104 RIGHT AISLE ----------- Total moves: 2947 Maximum occupied tiles: 13 Seat events: 169 Single-blocker events: 50 Multiple-blocker events: 21 Temporary aisle reoccupations: 95 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 152 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6817 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8387 Total stationary ticks: 218684 Seat-event requests: 374 Failed seat-event starts: 21 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 871 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 21 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 871 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 374\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 51 PROSPECTIVE PERTURBATION VALIDATION ============================================================ Date/Time: 2026-07-17 11:00:53 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 8 Scenario seed: -8554465769121675260 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 861 Passengers seated: 235/235 Average waiting ticks: 382.57 Longest waiting passenger: P23->28C(RIGHT) Longest waiting ticks: 816 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1693 Maximum occupied tiles: 14 Seat events: 114 Single-blocker events: 26 Multiple-blocker events: 13 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 1699 Maximum occupied tiles: 12 Seat events: 121 Single-blocker events: 35 Multiple-blocker events: 11 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 125 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4487 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5649 Total stationary ticks: 93738 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 539 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 539 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 51 PROSPECTIVE PERTURBATION VALIDATION ============================================================ Date/Time: 2026-07-17 11:00:53 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 8 Scenario seed: -8554465769121675260 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 861 Passengers seated: 235/235 Average waiting ticks: 382.62 Longest waiting passenger: P23->28C(RIGHT) Longest waiting ticks: 816 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1693 Maximum occupied tiles: 14 Seat events: 114 Single-blocker events: 26 Multiple-blocker events: 13 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 1699 Maximum occupied tiles: 12 Seat events: 121 Single-blocker events: 35 Multiple-blocker events: 11 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 125 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4472 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5637 Total stationary ticks: 93736 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 542 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 542 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 51 PROSPECTIVE PERTURBATION VALIDATION ============================================================ Date/Time: 2026-07-17 11:00:53 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 9 Scenario seed: 5225839747377591732 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1015 Passengers seated: 282/282 Average waiting ticks: 466.34 Longest waiting passenger: P68->23A(LEFT) Longest waiting ticks: 960 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2100 Maximum occupied tiles: 11 Seat events: 144 Single-blocker events: 44 Multiple-blocker events: 12 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 2256 Maximum occupied tiles: 12 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 13 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 102 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5299 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6604 Total stationary ticks: 135920 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 691 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 691 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 51 PROSPECTIVE PERTURBATION VALIDATION ============================================================ Date/Time: 2026-07-17 11:00:53 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 9 Scenario seed: 5225839747377591732 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1015 Passengers seated: 282/282 Average waiting ticks: 466.34 Longest waiting passenger: P68->23A(LEFT) Longest waiting ticks: 960 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2100 Maximum occupied tiles: 11 Seat events: 144 Single-blocker events: 44 Multiple-blocker events: 12 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 2256 Maximum occupied tiles: 12 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 13 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 102 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5299 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6604 Total stationary ticks: 135920 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 691 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 691 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 51 PROSPECTIVE PERTURBATION VALIDATION ============================================================ Date/Time: 2026-07-17 11:00:53 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 10 Scenario seed: 1939935009979591158 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2369 Passengers seated: 232/235 Average waiting ticks: 394.61 Longest waiting passenger: P8->28F(LEFT) Longest waiting ticks: 2299 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1636 Regions dissolved: 2 Repeated reconstructions avoided: 1636 Largest region lifetime: 1601 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1601:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1584 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 12 Seat events: 110 Single-blocker events: 30 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1757 Maximum occupied tiles: 11 Seat events: 122 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1714 Reservations granted: 1714 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 2 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4339 Longest unresolved passenger ID: 15 Longest unresolved row: 28 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 121 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 2 Total blocked ticks: 10065 Total stationary ticks: 99506 Seat-event requests: 1830 Failed seat-event starts: 1598 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 8 Critical blocker identity: P8->28F(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P8(28F/LEFT/WAITING_FOR_SEAT_EVENT) P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1587 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 3 Critical blocker required yield tiles: 29|30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 11 Rear-boundary failures: 1587 Middle-bank reservation failures: 0 Active-event deferrals: 484 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 29|30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 51 PROSPECTIVE PERTURBATION VALIDATION ============================================================ Date/Time: 2026-07-17 11:00:53 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 10 Scenario seed: 1939935009979591158 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2369 Passengers seated: 232/235 Average waiting ticks: 394.60 Longest waiting passenger: P8->28F(LEFT) Longest waiting ticks: 2299 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1636 Regions dissolved: 2 Repeated reconstructions avoided: 1636 Largest region lifetime: 1601 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1601:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1584 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 12 Seat events: 110 Single-blocker events: 30 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1757 Maximum occupied tiles: 11 Seat events: 122 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1714 Reservations granted: 1714 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 2 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4349 Longest unresolved passenger ID: 15 Longest unresolved row: 28 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 121 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 2 Total blocked ticks: 10071 Total stationary ticks: 99508 Seat-event requests: 1830 Failed seat-event starts: 1598 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 8 Critical blocker identity: P8->28F(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P8(28F/LEFT/WAITING_FOR_SEAT_EVENT) P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1587 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 3 Critical blocker required yield tiles: 29|30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 11 Rear-boundary failures: 1587 Middle-bank reservation failures: 0 Active-event deferrals: 485 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 29|30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 51 PROSPECTIVE PERTURBATION VALIDATION ============================================================ Date/Time: 2026-07-17 11:00:53 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 11 Scenario seed: 1252229027809620306 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 97.45% OUTCOME ------- Status: SUCCESS Completed ticks: 1280 Passengers seated: 353/353 Average waiting ticks: 583.29 Longest waiting passenger: P34->24D(LEFT) Longest waiting ticks: 1216 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3262 Maximum occupied tiles: 13 Seat events: 181 Single-blocker events: 47 Multiple-blocker events: 22 Temporary aisle reoccupations: 97 RIGHT AISLE ----------- Total moves: 2896 Maximum occupied tiles: 14 Seat events: 172 Single-blocker events: 43 Multiple-blocker events: 26 Temporary aisle reoccupations: 100 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 149 Reservations granted: 149 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8010 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9374 Total stationary ticks: 212715 Seat-event requests: 371 Failed seat-event starts: 18 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 643 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 18 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 643 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 51 PROSPECTIVE PERTURBATION VALIDATION ============================================================ Date/Time: 2026-07-17 11:00:53 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 11 Scenario seed: 1252229027809620306 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 97.45% OUTCOME ------- Status: SUCCESS Completed ticks: 1280 Passengers seated: 353/353 Average waiting ticks: 583.32 Longest waiting passenger: P34->24D(LEFT) Longest waiting ticks: 1216 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3262 Maximum occupied tiles: 13 Seat events: 181 Single-blocker events: 47 Multiple-blocker events: 22 Temporary aisle reoccupations: 97 RIGHT AISLE ----------- Total moves: 2896 Maximum occupied tiles: 14 Seat events: 172 Single-blocker events: 43 Multiple-blocker events: 26 Temporary aisle reoccupations: 100 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 149 Reservations granted: 149 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7975 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9381 Total stationary ticks: 212716 Seat-event requests: 371 Failed seat-event starts: 18 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 654 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 18 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 654 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 51 PROSPECTIVE PERTURBATION VALIDATION ============================================================ Date/Time: 2026-07-17 11:00:53 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 12 Scenario seed: 8187627317652047108 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 93.62% OUTCOME ------- Status: SUCCESS Completed ticks: 880 Passengers seated: 235/235 Average waiting ticks: 383.92 Longest waiting passenger: P3->11G(RIGHT) Longest waiting ticks: 827 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 29 Regions dissolved: 1 Repeated reconstructions avoided: 29 Largest region lifetime: 30 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=30 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 13 Seat events: 110 Single-blocker events: 28 Multiple-blocker events: 7 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1738 Maximum occupied tiles: 12 Seat events: 125 Single-blocker events: 35 Multiple-blocker events: 14 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 135 Reservations granted: 125 Reservations denied/waited: 10 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4421 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5748 Total stationary ticks: 94039 Seat-event requests: 241 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 646 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 10 Active-event deferrals: 646 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 51 PROSPECTIVE PERTURBATION VALIDATION ============================================================ Date/Time: 2026-07-17 11:00:53 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 12 Scenario seed: 8187627317652047108 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 93.62% OUTCOME ------- Status: SUCCESS Completed ticks: 880 Passengers seated: 235/235 Average waiting ticks: 384.07 Longest waiting passenger: P3->11G(RIGHT) Longest waiting ticks: 827 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 29 Regions dissolved: 1 Repeated reconstructions avoided: 29 Largest region lifetime: 30 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=30 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 13 Seat events: 110 Single-blocker events: 28 Multiple-blocker events: 7 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1738 Maximum occupied tiles: 12 Seat events: 125 Single-blocker events: 35 Multiple-blocker events: 14 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 133 Reservations granted: 125 Reservations denied/waited: 8 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4381 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5693 Total stationary ticks: 94024 Seat-event requests: 241 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 645 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 8 Active-event deferrals: 645 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 51 PROSPECTIVE PERTURBATION VALIDATION ============================================================ Date/Time: 2026-07-17 11:00:53 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 13 Scenario seed: 6351835860743924132 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 65.96% Aisle-assignment balance: 95.04% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2516 Passengers seated: 277/282 Average waiting ticks: 479.16 Longest waiting passenger: P279->31A(LEFT) Longest waiting ticks: 2446 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 0 Rejected cluster candidates: 1 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 5 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1515 Regions dissolved: 0 Repeated reconstructions avoided: 1515 Largest region lifetime: 1516 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1516:occupied=5 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1499 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2303 Maximum occupied tiles: 15 Seat events: 143 Single-blocker events: 44 Multiple-blocker events: 16 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2058 Maximum occupied tiles: 13 Seat events: 134 Single-blocker events: 36 Multiple-blocker events: 13 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 96 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5609 Longest unresolved passenger ID: 117 Longest unresolved row: 32 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 226 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14637 Total stationary ticks: 144501 Seat-event requests: 1814 Failed seat-event starts: 1537 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 111 Critical blocker identity: P111->28A(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P111(28A/LEFT/WAITING_FOR_SEAT_EVENT) P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1513 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 29|30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 117 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1513 Rear-boundary failures: 24 Middle-bank reservation failures: 1 Active-event deferrals: 702 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P279->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=925,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 29|30 Current unavailable yield tiles: 30 Current yield-tile occupants: 117 Final row-event chain: 111|117|279 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 51 PROSPECTIVE PERTURBATION VALIDATION ============================================================ Date/Time: 2026-07-17 11:00:53 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 13 Scenario seed: 6351835860743924132 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 65.96% Aisle-assignment balance: 95.04% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2516 Passengers seated: 277/282 Average waiting ticks: 479.23 Longest waiting passenger: P279->31A(LEFT) Longest waiting ticks: 2446 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 0 Rejected cluster candidates: 1 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 5 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1515 Regions dissolved: 0 Repeated reconstructions avoided: 1515 Largest region lifetime: 1516 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1516:occupied=5 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1499 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2303 Maximum occupied tiles: 15 Seat events: 143 Single-blocker events: 44 Multiple-blocker events: 16 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2058 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 36 Multiple-blocker events: 13 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 96 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5567 Longest unresolved passenger ID: 117 Longest unresolved row: 32 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 226 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14536 Total stationary ticks: 144436 Seat-event requests: 1814 Failed seat-event starts: 1537 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 111 Critical blocker identity: P111->28A(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P111(28A/LEFT/WAITING_FOR_SEAT_EVENT) P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1513 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 29|30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 117 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1513 Rear-boundary failures: 24 Middle-bank reservation failures: 1 Active-event deferrals: 689 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P279->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=933,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 29|30 Current unavailable yield tiles: 30 Current yield-tile occupants: 117 Final row-event chain: 111|117|279 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 51 PROSPECTIVE PERTURBATION VALIDATION ============================================================ Date/Time: 2026-07-17 11:00:53 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 14 Scenario seed: -8658915343845013000 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 995 Passengers seated: 282/282 Average waiting ticks: 460.22 Longest waiting passenger: P218->6F(RIGHT) Longest waiting ticks: 951 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2250 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 38 Multiple-blocker events: 11 Temporary aisle reoccupations: 60 RIGHT AISLE ----------- Total moves: 2145 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 42 Multiple-blocker events: 17 Temporary aisle reoccupations: 76 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 98 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5688 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7053 Total stationary ticks: 134674 Seat-event requests: 287 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 657 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 657 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 51 PROSPECTIVE PERTURBATION VALIDATION ============================================================ Date/Time: 2026-07-17 11:00:53 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 14 Scenario seed: -8658915343845013000 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 995 Passengers seated: 282/282 Average waiting ticks: 460.18 Longest waiting passenger: P218->6F(RIGHT) Longest waiting ticks: 951 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2250 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 38 Multiple-blocker events: 11 Temporary aisle reoccupations: 60 RIGHT AISLE ----------- Total moves: 2145 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 42 Multiple-blocker events: 17 Temporary aisle reoccupations: 76 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 98 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5713 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7065 Total stationary ticks: 134676 Seat-event requests: 287 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 656 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 656 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 51 PROSPECTIVE PERTURBATION VALIDATION ============================================================ Date/Time: 2026-07-17 11:00:53 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 15 Scenario seed: 5673179910411321410 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 462.27 Longest waiting passenger: P21->16E(RIGHT) Longest waiting ticks: 953 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2199 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 41 Multiple-blocker events: 20 Temporary aisle reoccupations: 81 RIGHT AISLE ----------- Total moves: 2185 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 39 Multiple-blocker events: 16 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 96 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5393 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6898 Total stationary ticks: 134958 Seat-event requests: 301 Failed seat-event starts: 19 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 714 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 19 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 714 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 51 PROSPECTIVE PERTURBATION VALIDATION ============================================================ Date/Time: 2026-07-17 11:00:53 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 15 Scenario seed: 5673179910411321410 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 462.25 Longest waiting passenger: P21->16E(RIGHT) Longest waiting ticks: 953 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2199 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 41 Multiple-blocker events: 20 Temporary aisle reoccupations: 81 RIGHT AISLE ----------- Total moves: 2185 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 39 Multiple-blocker events: 16 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 96 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5398 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6898 Total stationary ticks: 134958 Seat-event requests: 301 Failed seat-event starts: 19 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 709 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 19 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 709 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 51 PROSPECTIVE PERTURBATION VALIDATION ============================================================ Date/Time: 2026-07-17 11:00:53 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 16 Scenario seed: 6658752785952583458 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1052 Passengers seated: 282/282 Average waiting ticks: 468.96 Longest waiting passenger: P181->4E(LEFT) Longest waiting ticks: 999 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 14 Regions dissolved: 1 Repeated reconstructions avoided: 14 Largest region lifetime: 15 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=15 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2277 Maximum occupied tiles: 12 Seat events: 148 Single-blocker events: 45 Multiple-blocker events: 21 Temporary aisle reoccupations: 87 RIGHT AISLE ----------- Total moves: 2045 Maximum occupied tiles: 11 Seat events: 134 Single-blocker events: 34 Multiple-blocker events: 11 Temporary aisle reoccupations: 56 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 97 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5574 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6661 Total stationary ticks: 136880 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 528 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 528 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 51 PROSPECTIVE PERTURBATION VALIDATION ============================================================ Date/Time: 2026-07-17 11:00:53 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 16 Scenario seed: 6658752785952583458 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1052 Passengers seated: 282/282 Average waiting ticks: 468.97 Longest waiting passenger: P181->4E(LEFT) Longest waiting ticks: 999 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 14 Regions dissolved: 1 Repeated reconstructions avoided: 14 Largest region lifetime: 15 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=15 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2277 Maximum occupied tiles: 12 Seat events: 148 Single-blocker events: 45 Multiple-blocker events: 21 Temporary aisle reoccupations: 87 RIGHT AISLE ----------- Total moves: 2045 Maximum occupied tiles: 11 Seat events: 134 Single-blocker events: 34 Multiple-blocker events: 11 Temporary aisle reoccupations: 56 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 97 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5574 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6655 Total stationary ticks: 136878 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 527 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 527 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 51 PROSPECTIVE PERTURBATION VALIDATION ============================================================ Date/Time: 2026-07-17 11:00:53 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 17 Scenario seed: -218671498343752214 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.16% OUTCOME ------- Status: SUCCESS Completed ticks: 1029 Passengers seated: 282/282 Average waiting ticks: 464.66 Longest waiting passenger: P242->27G(RIGHT) Longest waiting ticks: 976 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 4 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 22 Regions dissolved: 2 Repeated reconstructions avoided: 22 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2178 Maximum occupied tiles: 12 Seat events: 137 Single-blocker events: 44 Multiple-blocker events: 14 Temporary aisle reoccupations: 72 RIGHT AISLE ----------- Total moves: 2204 Maximum occupied tiles: 12 Seat events: 145 Single-blocker events: 38 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 96 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5622 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6765 Total stationary ticks: 135723 Seat-event requests: 299 Failed seat-event starts: 17 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 557 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 17 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 557 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 51 PROSPECTIVE PERTURBATION VALIDATION ============================================================ Date/Time: 2026-07-17 11:00:53 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 17 Scenario seed: -218671498343752214 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.16% OUTCOME ------- Status: SUCCESS Completed ticks: 1029 Passengers seated: 282/282 Average waiting ticks: 464.69 Longest waiting passenger: P242->27G(RIGHT) Longest waiting ticks: 976 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 4 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 22 Regions dissolved: 2 Repeated reconstructions avoided: 22 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2178 Maximum occupied tiles: 12 Seat events: 137 Single-blocker events: 44 Multiple-blocker events: 14 Temporary aisle reoccupations: 72 RIGHT AISLE ----------- Total moves: 2204 Maximum occupied tiles: 12 Seat events: 145 Single-blocker events: 38 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 96 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5612 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6786 Total stationary ticks: 135730 Seat-event requests: 299 Failed seat-event starts: 17 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 574 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 17 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 574 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 51 PROSPECTIVE PERTURBATION VALIDATION ============================================================ Date/Time: 2026-07-17 11:00:53 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 18 Scenario seed: -8332752414533420411 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.34% Aisle-assignment balance: 99.15% OUTCOME ------- Status: SUCCESS Completed ticks: 1259 Passengers seated: 353/353 Average waiting ticks: 593.34 Longest waiting passenger: P150->11H(RIGHT) Longest waiting ticks: 1209 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3172 Maximum occupied tiles: 16 Seat events: 175 Single-blocker events: 42 Multiple-blocker events: 24 Temporary aisle reoccupations: 95 RIGHT AISLE ----------- Total moves: 2985 Maximum occupied tiles: 13 Seat events: 178 Single-blocker events: 55 Multiple-blocker events: 26 Temporary aisle reoccupations: 113 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 148 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7954 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9621 Total stationary ticks: 216298 Seat-event requests: 380 Failed seat-event starts: 27 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 784 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 27 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 784 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 51 PROSPECTIVE PERTURBATION VALIDATION ============================================================ Date/Time: 2026-07-17 11:00:53 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 18 Scenario seed: -8332752414533420411 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.34% Aisle-assignment balance: 99.15% OUTCOME ------- Status: SUCCESS Completed ticks: 1259 Passengers seated: 353/353 Average waiting ticks: 593.34 Longest waiting passenger: P150->11H(RIGHT) Longest waiting ticks: 1209 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3172 Maximum occupied tiles: 16 Seat events: 175 Single-blocker events: 42 Multiple-blocker events: 24 Temporary aisle reoccupations: 95 RIGHT AISLE ----------- Total moves: 2985 Maximum occupied tiles: 13 Seat events: 178 Single-blocker events: 55 Multiple-blocker events: 26 Temporary aisle reoccupations: 113 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 148 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7954 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9621 Total stationary ticks: 216298 Seat-event requests: 380 Failed seat-event starts: 27 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 784 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 27 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 784 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 51 PROSPECTIVE PERTURBATION VALIDATION ============================================================ Date/Time: 2026-07-17 11:00:53 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 19 Scenario seed: 5866349045608257533 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2347 Passengers seated: 230/235 Average waiting ticks: 400.83 Longest waiting passenger: P105->29D(RIGHT) Longest waiting ticks: 2279 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 6 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 6 Selected release potential total: 9 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1613 Regions dissolved: 2 Repeated reconstructions avoided: 1613 Largest region lifetime: 1570 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1570:occupied=5 Confirmation deferral ticks: 6 Regions reaching confirmation: 3 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1549 State changes reopening evaluation: 3 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1684 Maximum occupied tiles: 13 Seat events: 120 Single-blocker events: 26 Multiple-blocker events: 20 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 1708 Maximum occupied tiles: 12 Seat events: 110 Single-blocker events: 29 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1708 Reservations granted: 1708 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 4 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 6675 Longest unresolved passenger ID: 128 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 5 Longest dependency chain: P170(27E/RIGHT) -> P33(30G/RIGHT) -> P155(28G/RIGHT) -> P128(30F/RIGHT) -> P105(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 170 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 4 Total blocked ticks: 13109 Total stationary ticks: 103859 Seat-event requests: 1828 Failed seat-event starts: 1598 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 105 Critical blocker identity: P105->29D(RIGHT) Direct fan-out: 1 Total indirect descendants: 4 Critical tree size including blocker: 5 Critical tree depth: 5 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P105(29D/RIGHT/WAITING_FOR_SEAT_EVENT) P128(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P155(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P33(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P170(27E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1569 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 29 Rear-boundary failures: 1569 Middle-bank reservation failures: 0 Active-event deferrals: 562 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1826\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 51 PROSPECTIVE PERTURBATION VALIDATION ============================================================ Date/Time: 2026-07-17 11:00:53 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 19 Scenario seed: 5866349045608257533 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 845 Passengers seated: 235/235 Average waiting ticks: 394.17 Longest waiting passenger: P133->5B(LEFT) Longest waiting ticks: 814 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 4 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 6 Selected release potential total: 9 Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P15:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 44 Regions dissolved: 2 Repeated reconstructions avoided: 44 Largest region lifetime: 34 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=12 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1684 Maximum occupied tiles: 13 Seat events: 120 Single-blocker events: 26 Multiple-blocker events: 20 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 1717 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 30 Multiple-blocker events: 13 Temporary aisle reoccupations: 58 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 142 Reservations granted: 142 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4251 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5354 Total stationary ticks: 96093 Seat-event requests: 264 Failed seat-event starts: 29 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 557 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 29 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 557 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 262\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 51 PROSPECTIVE PERTURBATION VALIDATION ============================================================ Date/Time: 2026-07-17 11:00:53 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 20 Scenario seed: 3658999535626094423 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: SUCCESS Completed ticks: 845 Passengers seated: 235/235 Average waiting ticks: 383.63 Longest waiting passenger: P59->4F(RIGHT) Longest waiting ticks: 835 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 25 Regions dissolved: 2 Repeated reconstructions avoided: 25 Largest region lifetime: 19 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=19 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1732 Maximum occupied tiles: 11 Seat events: 113 Single-blocker events: 37 Multiple-blocker events: 8 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1701 Maximum occupied tiles: 13 Seat events: 122 Single-blocker events: 27 Multiple-blocker events: 16 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 127 Reservations granted: 127 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4587 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5751 Total stationary ticks: 94043 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 587 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 587 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 51 PROSPECTIVE PERTURBATION VALIDATION ============================================================ Date/Time: 2026-07-17 11:00:53 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 20 Scenario seed: 3658999535626094423 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: SUCCESS Completed ticks: 845 Passengers seated: 235/235 Average waiting ticks: 383.62 Longest waiting passenger: P59->4F(RIGHT) Longest waiting ticks: 835 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 25 Regions dissolved: 2 Repeated reconstructions avoided: 25 Largest region lifetime: 19 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=19 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1732 Maximum occupied tiles: 11 Seat events: 113 Single-blocker events: 37 Multiple-blocker events: 8 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1701 Maximum occupied tiles: 13 Seat events: 122 Single-blocker events: 27 Multiple-blocker events: 16 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 127 Reservations granted: 127 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4592 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5750 Total stationary ticks: 94042 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 583 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 583 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 51 PROSPECTIVE PERTURBATION VALIDATION ============================================================ Date/Time: 2026-07-17 11:00:54 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 21 Scenario seed: 1778985705851435071 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1007 Passengers seated: 282/282 Average waiting ticks: 462.32 Longest waiting passenger: P199->4E(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 3 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 8 Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 49 Regions dissolved: 2 Repeated reconstructions avoided: 49 Largest region lifetime: 35 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=35 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2228 Maximum occupied tiles: 13 Seat events: 144 Single-blocker events: 35 Multiple-blocker events: 10 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 2144 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 37 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 103 Reservations granted: 103 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5798 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7265 Total stationary ticks: 135403 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 719 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 719 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 51 PROSPECTIVE PERTURBATION VALIDATION ============================================================ Date/Time: 2026-07-17 11:00:54 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 21 Scenario seed: 1778985705851435071 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1007 Passengers seated: 282/282 Average waiting ticks: 462.32 Longest waiting passenger: P199->4E(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 3 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 8 Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 49 Regions dissolved: 2 Repeated reconstructions avoided: 49 Largest region lifetime: 35 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=35 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2228 Maximum occupied tiles: 13 Seat events: 144 Single-blocker events: 35 Multiple-blocker events: 10 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 2144 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 37 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 103 Reservations granted: 103 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5798 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7265 Total stationary ticks: 135403 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 719 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 719 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 51 PROSPECTIVE PERTURBATION VALIDATION ============================================================ Date/Time: 2026-07-17 11:00:54 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 22 Scenario seed: 4203521108576778203 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.14% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2482 Passengers seated: 270/282 Average waiting ticks: 472.84 Longest waiting passenger: P277->30F(LEFT) Longest waiting ticks: 2442 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 13 Cluster candidates evaluated: 14 Executable cluster candidates: 1 Rejected cluster candidates: 13 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 12 Selected release potential total: 2 Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1645 Regions dissolved: 1 Repeated reconstructions avoided: 1645 Largest region lifetime: 1638 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1638:occupied=12 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1562 State changes reopening evaluation: 12 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2166 Maximum occupied tiles: 17 Seat events: 132 Single-blocker events: 38 Multiple-blocker events: 13 Temporary aisle reoccupations: 64 RIGHT AISLE ----------- Total moves: 2158 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 18 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1758 Reservations granted: 1751 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 10 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 16258 Longest unresolved passenger ID: 48 Longest unresolved row: 31 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 11 Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 75 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 10 Total blocked ticks: 26140 Total stationary ticks: 153459 Seat-event requests: 1940 Failed seat-event starts: 1670 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 277 Critical blocker identity: P277->30F(LEFT) Direct fan-out: 1 Total indirect descendants: 10 Critical tree size including blocker: 11 Critical tree depth: 11 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 12 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P277(30F/LEFT/WAITING_FOR_SEAT_EVENT) P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1669 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 31|32 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: 48 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1669 Rear-boundary failures: 1 Middle-bank reservation failures: 7 Active-event deferrals: 1100 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P48->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 31|32 Current unavailable yield tiles: 31 Current yield-tile occupants: 48 Final row-event chain: 277|48 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 51 PROSPECTIVE PERTURBATION VALIDATION ============================================================ Date/Time: 2026-07-17 11:00:54 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 22 Scenario seed: 4203521108576778203 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.14% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2482 Passengers seated: 270/282 Average waiting ticks: 472.87 Longest waiting passenger: P277->30F(LEFT) Longest waiting ticks: 2442 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 11 Cluster candidates evaluated: 12 Executable cluster candidates: 1 Rejected cluster candidates: 11 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 12 Selected release potential total: 2 Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1645 Regions dissolved: 1 Repeated reconstructions avoided: 1645 Largest region lifetime: 1638 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1638:occupied=12 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1564 State changes reopening evaluation: 10 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2166 Maximum occupied tiles: 17 Seat events: 132 Single-blocker events: 38 Multiple-blocker events: 13 Temporary aisle reoccupations: 64 RIGHT AISLE ----------- Total moves: 2158 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 18 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1758 Reservations granted: 1751 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 10 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 16243 Longest unresolved passenger ID: 48 Longest unresolved row: 31 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 11 Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 75 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 10 Total blocked ticks: 26119 Total stationary ticks: 153453 Seat-event requests: 1940 Failed seat-event starts: 1670 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 277 Critical blocker identity: P277->30F(LEFT) Direct fan-out: 1 Total indirect descendants: 10 Critical tree size including blocker: 11 Critical tree depth: 11 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 12 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P277(30F/LEFT/WAITING_FOR_SEAT_EVENT) P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1669 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 31|32 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: 48 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1669 Rear-boundary failures: 1 Middle-bank reservation failures: 7 Active-event deferrals: 1095 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P48->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 31|32 Current unavailable yield tiles: 31 Current yield-tile occupants: 48 Final row-event chain: 277|48 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 51 PROSPECTIVE PERTURBATION VALIDATION ============================================================ Date/Time: 2026-07-17 11:00:54 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 23 Scenario seed: -3947160987031988780 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2313 Passengers seated: 230/235 Average waiting ticks: 405.99 Longest waiting passenger: P174->17F(LEFT) Longest waiting ticks: 2271 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=11 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1769 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 21 Multiple-blocker events: 9 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1662 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 30 Multiple-blocker events: 14 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1615 Reservations granted: 1615 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 6610 Longest unresolved passenger ID: 206 Longest unresolved row: 26 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 206 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 13157 Total stationary ticks: 100829 Seat-event requests: 1735 Failed seat-event starts: 1505 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 29 Critical blocker identity: P29->21A(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P29(21A/LEFT/WAITING_FOR_SEAT_EVENT) P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1505 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 3 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1505 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_SPACE_AVAILABLE Final snapshot prerequisite: YIELD_SPACE_AVAILABLE Current required blockers: 1 Current required yield tiles: 22 Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: YIELD_SPACE_AVAILABLE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 51 PROSPECTIVE PERTURBATION VALIDATION ============================================================ Date/Time: 2026-07-17 11:00:54 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 23 Scenario seed: -3947160987031988780 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2313 Passengers seated: 230/235 Average waiting ticks: 405.99 Longest waiting passenger: P174->17F(LEFT) Longest waiting ticks: 2271 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=11 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1769 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 21 Multiple-blocker events: 9 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1662 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 30 Multiple-blocker events: 14 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1615 Reservations granted: 1615 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 6610 Longest unresolved passenger ID: 206 Longest unresolved row: 26 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 206 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 13157 Total stationary ticks: 100829 Seat-event requests: 1735 Failed seat-event starts: 1505 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 29 Critical blocker identity: P29->21A(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P29(21A/LEFT/WAITING_FOR_SEAT_EVENT) P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1505 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 3 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1505 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_SPACE_AVAILABLE Final snapshot prerequisite: YIELD_SPACE_AVAILABLE Current required blockers: 1 Current required yield tiles: 22 Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: YIELD_SPACE_AVAILABLE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 51 PROSPECTIVE PERTURBATION VALIDATION ============================================================ Date/Time: 2026-07-17 11:00:54 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 24 Scenario seed: 4419539434258219231 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2333 Passengers seated: 233/235 Average waiting ticks: 387.31 Longest waiting passenger: P149->29D(RIGHT) Longest waiting ticks: 2259 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1678 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1737 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 24 Multiple-blocker events: 11 Temporary aisle reoccupations: 46 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1650 Reservations granted: 1646 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4313 Longest unresolved passenger ID: 20 Longest unresolved row: 29 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 20 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 8439 Total stationary ticks: 96156 Seat-event requests: 1764 Failed seat-event starts: 1531 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 149 Critical blocker identity: P149->29D(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT) P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1526 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 5 Rear-boundary failures: 1526 Middle-bank reservation failures: 4 Active-event deferrals: 545 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 51 PROSPECTIVE PERTURBATION VALIDATION ============================================================ Date/Time: 2026-07-17 11:00:54 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 24 Scenario seed: 4419539434258219231 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2333 Passengers seated: 233/235 Average waiting ticks: 387.32 Longest waiting passenger: P149->29D(RIGHT) Longest waiting ticks: 2259 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1678 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1737 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 24 Multiple-blocker events: 11 Temporary aisle reoccupations: 46 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1650 Reservations granted: 1646 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4308 Longest unresolved passenger ID: 20 Longest unresolved row: 29 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 20 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 8438 Total stationary ticks: 96155 Seat-event requests: 1764 Failed seat-event starts: 1531 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 149 Critical blocker identity: P149->29D(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT) P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1526 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 5 Rear-boundary failures: 1526 Middle-bank reservation failures: 4 Active-event deferrals: 546 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 51 PROSPECTIVE PERTURBATION VALIDATION ============================================================ Date/Time: 2026-07-17 11:00:54 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 25 Scenario seed: 6293055855285553556 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 94.47% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2324 Passengers seated: 225/235 Average waiting ticks: 403.89 Longest waiting passenger: P83->29H(RIGHT) Longest waiting ticks: 2280 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 11 Cluster candidates evaluated: 12 Executable cluster candidates: 1 Rejected cluster candidates: 11 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 10 Selected release potential total: 2 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1684 Regions dissolved: 1 Repeated reconstructions avoided: 1684 Largest region lifetime: 1673 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1673:occupied=10 Confirmation deferral ticks: 3 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1540 State changes reopening evaluation: 10 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1568 Maximum occupied tiles: 12 Seat events: 111 Single-blocker events: 38 Multiple-blocker events: 5 Temporary aisle reoccupations: 50 RIGHT AISLE ----------- Total moves: 1823 Maximum occupied tiles: 16 Seat events: 114 Single-blocker events: 32 Multiple-blocker events: 10 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 122 Reservations granted: 120 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 8 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 12770 Longest unresolved passenger ID: 219 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 9 Longest dependency chain: P122(28F/RIGHT) -> P197(26G/RIGHT) -> P3(24H/RIGHT) -> P109(27C/RIGHT) -> P38(26C/RIGHT) -> P207(28H/RIGHT) -> P15(30H/RIGHT) -> P219(30G/RIGHT) -> P83(29H/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 122 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 8 Total blocked ticks: 20545 Total stationary ticks: 110417 Seat-event requests: 1790 Failed seat-event starts: 1565 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 83 Critical blocker identity: P83->29H(RIGHT) Direct fan-out: 1 Total indirect descendants: 8 Critical tree size including blocker: 9 Critical tree depth: 9 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 10 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P83(29H/RIGHT/WAITING_FOR_SEAT_EVENT) P219(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P15(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P207(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P38(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P109(27C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P3(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P197(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P122(28F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1565 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 123 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1565 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 677 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[123]: P123(30D/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P123->30D(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P123{seat=30D,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=623,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 30 Current unavailable yield tiles: 30 Current yield-tile occupants: 123 Final row-event chain: 83|123 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1791\nPrecedence substitutions made: 0\nDependency chains followed: 1555\nBlocked by waiting-row occupant: 1555\nSubstituted events started: 1\nOccupied-space rejections: 1566\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 51 PROSPECTIVE PERTURBATION VALIDATION ============================================================ Date/Time: 2026-07-17 11:00:54 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 25 Scenario seed: 6293055855285553556 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 94.47% OUTCOME ------- Status: SUCCESS Completed ticks: 891 Passengers seated: 235/235 Average waiting ticks: 391.23 Longest waiting passenger: P122->28F(RIGHT) Longest waiting ticks: 823 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles8-10:occupied=3:anchor=P58:selected=P45:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1568 Maximum occupied tiles: 12 Seat events: 111 Single-blocker events: 37 Multiple-blocker events: 6 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 1846 Maximum occupied tiles: 12 Seat events: 124 Single-blocker events: 37 Multiple-blocker events: 12 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 125 Reservations granted: 123 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4149 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5109 Total stationary ticks: 95294 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 493 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 493 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 51 PROSPECTIVE PERTURBATION VALIDATION ============================================================ Date/Time: 2026-07-17 11:00:54 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 26 Scenario seed: -9074491549561652642 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 989 Passengers seated: 282/282 Average waiting ticks: 460.29 Longest waiting passenger: P129->11D(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2133 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 48 Multiple-blocker events: 11 Temporary aisle reoccupations: 70 RIGHT AISLE ----------- Total moves: 2221 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 42 Multiple-blocker events: 9 Temporary aisle reoccupations: 60 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 98 Reservations granted: 94 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5689 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6912 Total stationary ticks: 134633 Seat-event requests: 288 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 593 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 593 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 51 PROSPECTIVE PERTURBATION VALIDATION ============================================================ Date/Time: 2026-07-17 11:00:54 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 26 Scenario seed: -9074491549561652642 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 989 Passengers seated: 282/282 Average waiting ticks: 460.30 Longest waiting passenger: P129->11D(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2133 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 48 Multiple-blocker events: 11 Temporary aisle reoccupations: 70 RIGHT AISLE ----------- Total moves: 2221 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 42 Multiple-blocker events: 9 Temporary aisle reoccupations: 60 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 98 Reservations granted: 94 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5694 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6912 Total stationary ticks: 134633 Seat-event requests: 288 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 595 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 595 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 51 PROSPECTIVE PERTURBATION VALIDATION ============================================================ Date/Time: 2026-07-17 11:00:54 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 27 Scenario seed: -9036946652584501975 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2336 Passengers seated: 229/235 Average waiting ticks: 417.88 Longest waiting passenger: P71->8C(RIGHT) Longest waiting ticks: 2318 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1532 Regions dissolved: 1 Repeated reconstructions avoided: 1532 Largest region lifetime: 1521 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1521:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1518 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1681 Maximum occupied tiles: 12 Seat events: 117 Single-blocker events: 32 Multiple-blocker events: 11 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1689 Maximum occupied tiles: 11 Seat events: 112 Single-blocker events: 29 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1651 Reservations granted: 1647 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 5160 Longest unresolved passenger ID: 129 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 186 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14019 Total stationary ticks: 105901 Seat-event requests: 1762 Failed seat-event starts: 1533 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 71 Critical blocker identity: P71->8C(RIGHT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 6 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT) P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1533 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 9|10|11 Critical blocker unavailable yield tiles: 11 Critical blocker yield-tile occupants: 129 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1533 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 512 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P78->12H(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 9|10|11 Current unavailable yield tiles: 11 Current yield-tile occupants: 129 Final row-event chain: 71|129|78 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 51 PROSPECTIVE PERTURBATION VALIDATION ============================================================ Date/Time: 2026-07-17 11:00:54 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 27 Scenario seed: -9036946652584501975 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2336 Passengers seated: 229/235 Average waiting ticks: 417.88 Longest waiting passenger: P71->8C(RIGHT) Longest waiting ticks: 2318 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1532 Regions dissolved: 1 Repeated reconstructions avoided: 1532 Largest region lifetime: 1521 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1521:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1518 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1681 Maximum occupied tiles: 12 Seat events: 117 Single-blocker events: 32 Multiple-blocker events: 11 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1689 Maximum occupied tiles: 11 Seat events: 112 Single-blocker events: 29 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1651 Reservations granted: 1647 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 5160 Longest unresolved passenger ID: 129 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 186 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14019 Total stationary ticks: 105901 Seat-event requests: 1762 Failed seat-event starts: 1533 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 71 Critical blocker identity: P71->8C(RIGHT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 6 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT) P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1533 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 9|10|11 Critical blocker unavailable yield tiles: 11 Critical blocker yield-tile occupants: 129 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1533 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 512 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P78->12H(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 9|10|11 Current unavailable yield tiles: 11 Current yield-tile occupants: 129 Final row-event chain: 71|129|78 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 51 PROSPECTIVE PERTURBATION VALIDATION ============================================================ Date/Time: 2026-07-17 11:00:54 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 28 Scenario seed: 3854657311787069719 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 99.57% OUTCOME ------- Status: SUCCESS Completed ticks: 846 Passengers seated: 235/235 Average waiting ticks: 387.29 Longest waiting passenger: P209->24H(RIGHT) Longest waiting ticks: 791 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 17 Regions dissolved: 1 Repeated reconstructions avoided: 17 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=18 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1630 Maximum occupied tiles: 11 Seat events: 117 Single-blocker events: 29 Multiple-blocker events: 8 Temporary aisle reoccupations: 46 RIGHT AISLE ----------- Total moves: 1792 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 34 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 130 Reservations granted: 128 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4304 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5385 Total stationary ticks: 94620 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 509 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 509 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 51 PROSPECTIVE PERTURBATION VALIDATION ============================================================ Date/Time: 2026-07-17 11:00:54 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 28 Scenario seed: 3854657311787069719 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 99.57% OUTCOME ------- Status: SUCCESS Completed ticks: 846 Passengers seated: 235/235 Average waiting ticks: 387.29 Longest waiting passenger: P209->24H(RIGHT) Longest waiting ticks: 791 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 17 Regions dissolved: 1 Repeated reconstructions avoided: 17 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=18 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1630 Maximum occupied tiles: 11 Seat events: 117 Single-blocker events: 29 Multiple-blocker events: 8 Temporary aisle reoccupations: 46 RIGHT AISLE ----------- Total moves: 1792 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 34 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 130 Reservations granted: 128 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4303 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5384 Total stationary ticks: 94620 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 509 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 509 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 51 PROSPECTIVE PERTURBATION VALIDATION ============================================================ Date/Time: 2026-07-17 11:00:54 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 29 Scenario seed: -4567754299527007339 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 91.06% OUTCOME ------- Status: SUCCESS Completed ticks: 902 Passengers seated: 235/235 Average waiting ticks: 390.21 Longest waiting passenger: P72->10D(LEFT) Longest waiting ticks: 865 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 21 Regions dissolved: 1 Repeated reconstructions avoided: 21 Largest region lifetime: 22 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=22 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1777 Maximum occupied tiles: 11 Seat events: 128 Single-blocker events: 25 Multiple-blocker events: 19 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 1611 Maximum occupied tiles: 11 Seat events: 107 Single-blocker events: 31 Multiple-blocker events: 4 Temporary aisle reoccupations: 39 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 128 Reservations granted: 125 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4209 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5267 Total stationary ticks: 95173 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 540 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 51 PROSPECTIVE PERTURBATION VALIDATION ============================================================ Date/Time: 2026-07-17 11:00:54 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 29 Scenario seed: -4567754299527007339 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 91.06% OUTCOME ------- Status: SUCCESS Completed ticks: 902 Passengers seated: 235/235 Average waiting ticks: 390.21 Longest waiting passenger: P72->10D(LEFT) Longest waiting ticks: 865 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 21 Regions dissolved: 1 Repeated reconstructions avoided: 21 Largest region lifetime: 22 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=22 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1777 Maximum occupied tiles: 11 Seat events: 128 Single-blocker events: 25 Multiple-blocker events: 19 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 1611 Maximum occupied tiles: 11 Seat events: 107 Single-blocker events: 31 Multiple-blocker events: 4 Temporary aisle reoccupations: 39 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 128 Reservations granted: 125 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4209 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5267 Total stationary ticks: 95173 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 540 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 51 PROSPECTIVE PERTURBATION VALIDATION ============================================================ Date/Time: 2026-07-17 11:00:54 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 30 Scenario seed: 3367915316291643157 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 869 Passengers seated: 235/235 Average waiting ticks: 394.64 Longest waiting passenger: P74->3A(LEFT) Longest waiting ticks: 817 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1723 Maximum occupied tiles: 11 Seat events: 119 Single-blocker events: 29 Multiple-blocker events: 14 Temporary aisle reoccupations: 61 RIGHT AISLE ----------- Total moves: 1665 Maximum occupied tiles: 11 Seat events: 116 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 124 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3914 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5047 Total stationary ticks: 95938 Seat-event requests: 243 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 572 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 7 Active-event deferrals: 572 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 51 PROSPECTIVE PERTURBATION VALIDATION ============================================================ Date/Time: 2026-07-17 11:00:54 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 30 Scenario seed: 3367915316291643157 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 869 Passengers seated: 235/235 Average waiting ticks: 394.64 Longest waiting passenger: P74->3A(LEFT) Longest waiting ticks: 817 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1723 Maximum occupied tiles: 11 Seat events: 119 Single-blocker events: 29 Multiple-blocker events: 14 Temporary aisle reoccupations: 61 RIGHT AISLE ----------- Total moves: 1665 Maximum occupied tiles: 11 Seat events: 116 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 124 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3914 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5047 Total stationary ticks: 95938 Seat-event requests: 243 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 572 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 7 Active-event deferrals: 572 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n ************************************************************ BATCH EXPERIMENT SUMMARY RESEARCH EXPERIMENT 51 PROSPECTIVE PERTURBATION VALIDATION ************************************************************ Experiment seed: 9783790101901 Scenarios executed: 60 Successful completions: 43 Incomplete/MAX_TICKS: 17 Average completed ticks: 1391.40 Average waiting ticks: 460.32 ************************************************************ ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 52 B-MINIMAL-LATE ROOT-CAUSE ANALYSIS ============================================================ Date/Time: 2026-07-17 11:11:26 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 1 Scenario seed: 3055370766012738473 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 842 Passengers seated: 235/235 Average waiting ticks: 381.71 Longest waiting passenger: P14->4G(RIGHT) Longest waiting ticks: 802 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 31 Regions dissolved: 3 Repeated reconstructions avoided: 31 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 0 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1605 Maximum occupied tiles: 13 Seat events: 114 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 56 RIGHT AISLE ----------- Total moves: 1759 Maximum occupied tiles: 13 Seat events: 121 Single-blocker events: 28 Multiple-blocker events: 11 Temporary aisle reoccupations: 53 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 129 Reservations granted: 129 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4378 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5526 Total stationary ticks: 93373 Seat-event requests: 249 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 592 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 592 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 52 B-MINIMAL-LATE ROOT-CAUSE ANALYSIS ============================================================ Date/Time: 2026-07-17 11:11:26 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 1 Scenario seed: 3055370766012738473 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 842 Passengers seated: 235/235 Average waiting ticks: 381.71 Longest waiting passenger: P14->4G(RIGHT) Longest waiting ticks: 802 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 31 Regions dissolved: 3 Repeated reconstructions avoided: 31 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 0 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1605 Maximum occupied tiles: 13 Seat events: 114 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 56 RIGHT AISLE ----------- Total moves: 1759 Maximum occupied tiles: 13 Seat events: 121 Single-blocker events: 28 Multiple-blocker events: 11 Temporary aisle reoccupations: 53 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 129 Reservations granted: 129 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4378 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5526 Total stationary ticks: 93373 Seat-event requests: 249 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 592 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 592 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 52 B-MINIMAL-LATE ROOT-CAUSE ANALYSIS ============================================================ Date/Time: 2026-07-17 11:11:26 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 2 Scenario seed: -5861873949581201790 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 461.78 Longest waiting passenger: P176->13G(RIGHT) Longest waiting ticks: 940 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2124 Maximum occupied tiles: 12 Seat events: 140 Single-blocker events: 52 Multiple-blocker events: 12 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2238 Maximum occupied tiles: 13 Seat events: 142 Single-blocker events: 33 Multiple-blocker events: 24 Temporary aisle reoccupations: 81 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 99 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5604 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6986 Total stationary ticks: 134989 Seat-event requests: 296 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 657 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 657 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 52 B-MINIMAL-LATE ROOT-CAUSE ANALYSIS ============================================================ Date/Time: 2026-07-17 11:11:26 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 2 Scenario seed: -5861873949581201790 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 461.78 Longest waiting passenger: P176->13G(RIGHT) Longest waiting ticks: 940 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2124 Maximum occupied tiles: 12 Seat events: 140 Single-blocker events: 52 Multiple-blocker events: 12 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2238 Maximum occupied tiles: 13 Seat events: 142 Single-blocker events: 33 Multiple-blocker events: 24 Temporary aisle reoccupations: 81 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 99 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5604 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6986 Total stationary ticks: 134989 Seat-event requests: 296 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 657 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 657 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 52 B-MINIMAL-LATE ROOT-CAUSE ANALYSIS ============================================================ Date/Time: 2026-07-17 11:11:26 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 3 Scenario seed: 6413959567787430862 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 99.72% OUTCOME ------- Status: SUCCESS Completed ticks: 1255 Passengers seated: 353/353 Average waiting ticks: 584.28 Longest waiting passenger: P110->21D(LEFT) Longest waiting ticks: 1200 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 51 Regions dissolved: 4 Repeated reconstructions avoided: 51 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=11 Confirmation deferral ticks: 5 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3168 Maximum occupied tiles: 14 Seat events: 177 Single-blocker events: 45 Multiple-blocker events: 29 Temporary aisle reoccupations: 109 RIGHT AISLE ----------- Total moves: 3052 Maximum occupied tiles: 13 Seat events: 176 Single-blocker events: 53 Multiple-blocker events: 27 Temporary aisle reoccupations: 112 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 159 Reservations granted: 157 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8069 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9772 Total stationary ticks: 213222 Seat-event requests: 381 Failed seat-event starts: 28 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 782 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 28 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 782 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 52 B-MINIMAL-LATE ROOT-CAUSE ANALYSIS ============================================================ Date/Time: 2026-07-17 11:11:26 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 3 Scenario seed: 6413959567787430862 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 99.72% OUTCOME ------- Status: SUCCESS Completed ticks: 1255 Passengers seated: 353/353 Average waiting ticks: 584.23 Longest waiting passenger: P110->21D(LEFT) Longest waiting ticks: 1200 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 51 Regions dissolved: 4 Repeated reconstructions avoided: 51 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=11 Confirmation deferral ticks: 5 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3168 Maximum occupied tiles: 14 Seat events: 177 Single-blocker events: 45 Multiple-blocker events: 29 Temporary aisle reoccupations: 109 RIGHT AISLE ----------- Total moves: 3052 Maximum occupied tiles: 13 Seat events: 176 Single-blocker events: 53 Multiple-blocker events: 27 Temporary aisle reoccupations: 112 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 159 Reservations granted: 157 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8079 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9784 Total stationary ticks: 213224 Seat-event requests: 381 Failed seat-event starts: 28 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 775 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 28 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 775 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 52 B-MINIMAL-LATE ROOT-CAUSE ANALYSIS ============================================================ Date/Time: 2026-07-17 11:11:26 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 4 Scenario seed: -6874954252876456991 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2294 Passengers seated: 169/235 Average waiting ticks: 811.85 Longest waiting passenger: P2->16C(RIGHT) Longest waiting ticks: 2294 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 4 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1889 Regions dissolved: 0 Repeated reconstructions avoided: 1889 Largest region lifetime: 1890 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1890:occupied=4 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1887 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1607 Maximum occupied tiles: 13 Seat events: 113 Single-blocker events: 31 Multiple-blocker events: 9 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 914 Maximum occupied tiles: 12 Seat events: 56 Single-blocker events: 9 Multiple-blocker events: 1 Temporary aisle reoccupations: 11 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1981 Reservations granted: 1976 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 57 Remaining moving in aisle: 6 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 11640 Longest unresolved passenger ID: 2 Longest unresolved row: 16 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 109 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 6 Total blocked ticks: 20936 Total stationary ticks: 204785 Seat-event requests: 2064 Failed seat-event starts: 1895 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 169 Critical blocker identity: P169->4C(RIGHT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 9 Unresolved outside passengers: 57 Unresolved internal passengers outside critical tree: 5 Critical blocker tree: P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT) P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1895 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 5|6|7 Critical blocker unavailable yield tiles: 7 Critical blocker yield-tile occupants: 165 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1895 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 388 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P53->8E(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 5|6|7 Current unavailable yield tiles: 7 Current yield-tile occupants: 165 Final row-event chain: 169|165|53 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 52 B-MINIMAL-LATE ROOT-CAUSE ANALYSIS ============================================================ Date/Time: 2026-07-17 11:11:26 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 4 Scenario seed: -6874954252876456991 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2294 Passengers seated: 169/235 Average waiting ticks: 811.85 Longest waiting passenger: P2->16C(RIGHT) Longest waiting ticks: 2294 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 4 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1889 Regions dissolved: 0 Repeated reconstructions avoided: 1889 Largest region lifetime: 1890 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1890:occupied=4 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1887 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1607 Maximum occupied tiles: 13 Seat events: 113 Single-blocker events: 31 Multiple-blocker events: 9 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 914 Maximum occupied tiles: 12 Seat events: 56 Single-blocker events: 9 Multiple-blocker events: 1 Temporary aisle reoccupations: 11 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1981 Reservations granted: 1976 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 57 Remaining moving in aisle: 6 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 11640 Longest unresolved passenger ID: 2 Longest unresolved row: 16 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 109 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 6 Total blocked ticks: 20922 Total stationary ticks: 204781 Seat-event requests: 2064 Failed seat-event starts: 1895 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 169 Critical blocker identity: P169->4C(RIGHT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 9 Unresolved outside passengers: 57 Unresolved internal passengers outside critical tree: 5 Critical blocker tree: P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT) P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1895 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 5|6|7 Critical blocker unavailable yield tiles: 7 Critical blocker yield-tile occupants: 165 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1895 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 380 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P53->8E(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 5|6|7 Current unavailable yield tiles: 7 Current yield-tile occupants: 165 Final row-event chain: 169|165|53 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 52 B-MINIMAL-LATE ROOT-CAUSE ANALYSIS ============================================================ Date/Time: 2026-07-17 11:11:26 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 5 Scenario seed: -3861213001347413166 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1037 Passengers seated: 282/282 Average waiting ticks: 463.27 Longest waiting passenger: P14->18D(LEFT) Longest waiting ticks: 988 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2266 Maximum occupied tiles: 13 Seat events: 148 Single-blocker events: 41 Multiple-blocker events: 16 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 2110 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 45 Multiple-blocker events: 14 Temporary aisle reoccupations: 73 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 95 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5619 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6814 Total stationary ticks: 135338 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 584 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 584 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 52 B-MINIMAL-LATE ROOT-CAUSE ANALYSIS ============================================================ Date/Time: 2026-07-17 11:11:26 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 5 Scenario seed: -3861213001347413166 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1037 Passengers seated: 282/282 Average waiting ticks: 463.27 Longest waiting passenger: P14->18D(LEFT) Longest waiting ticks: 988 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2266 Maximum occupied tiles: 13 Seat events: 148 Single-blocker events: 41 Multiple-blocker events: 16 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 2110 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 45 Multiple-blocker events: 14 Temporary aisle reoccupations: 73 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 95 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5619 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6814 Total stationary ticks: 135338 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 584 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 584 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 52 B-MINIMAL-LATE ROOT-CAUSE ANALYSIS ============================================================ Date/Time: 2026-07-17 11:11:26 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 6 Scenario seed: 5232186905524502075 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 94.47% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2349 Passengers seated: 226/235 Average waiting ticks: 412.04 Longest waiting passenger: P148->22D(RIGHT) Longest waiting ticks: 2308 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 10 Cluster candidates evaluated: 3 Executable cluster candidates: 1 Rejected cluster candidates: 2 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 9 Selected release potential total: 5 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1602 Regions dissolved: 2 Repeated reconstructions avoided: 1602 Largest region lifetime: 1574 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1574:occupied=9 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1520 State changes reopening evaluation: 9 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1534 Maximum occupied tiles: 11 Seat events: 111 Single-blocker events: 33 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1850 Maximum occupied tiles: 13 Seat events: 115 Single-blocker events: 25 Multiple-blocker events: 11 Temporary aisle reoccupations: 49 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1668 Reservations granted: 1665 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 7 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 11128 Longest unresolved passenger ID: 198 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 7 Longest dependency chain: P102(27G/RIGHT) -> P111(26C/RIGHT) -> P180(26D/RIGHT) -> P228(28H/RIGHT) -> P123(29E/RIGHT) -> P198(30F/RIGHT) -> P69(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 102 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 7 Total blocked ticks: 18631 Total stationary ticks: 110660 Seat-event requests: 1780 Failed seat-event starts: 1554 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 69 Critical blocker identity: P69->29C(RIGHT) Direct fan-out: 1 Total indirect descendants: 6 Critical tree size including blocker: 7 Critical tree depth: 7 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 9 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P69(29C/RIGHT/WAITING_FOR_SEAT_EVENT) P198(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P123(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P228(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P180(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P111(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P102(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1519 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1519 Rear-boundary failures: 35 Middle-bank reservation failures: 3 Active-event deferrals: 539 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1782\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1522\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 52 B-MINIMAL-LATE ROOT-CAUSE ANALYSIS ============================================================ Date/Time: 2026-07-17 11:11:26 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 6 Scenario seed: 5232186905524502075 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 94.47% OUTCOME ------- Status: SUCCESS Completed ticks: 892 Passengers seated: 235/235 Average waiting ticks: 399.84 Longest waiting passenger: P204->17E(RIGHT) Longest waiting ticks: 844 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 6 Selected release potential total: 5 Last cluster decision: RIGHT:tiles8-13:occupied=6:anchor=P172:selected=P162:directReleases=0:releasePotential=5 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 29 Regions dissolved: 2 Repeated reconstructions avoided: 29 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1534 Maximum occupied tiles: 11 Seat events: 111 Single-blocker events: 33 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1872 Maximum occupied tiles: 11 Seat events: 124 Single-blocker events: 28 Multiple-blocker events: 15 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 134 Reservations granted: 131 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3993 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4927 Total stationary ticks: 97124 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 507 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 507 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 52 B-MINIMAL-LATE ROOT-CAUSE ANALYSIS ============================================================ Date/Time: 2026-07-17 11:11:26 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 7 Scenario seed: -6941493034642023543 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 95.75% OUTCOME ------- Status: SUCCESS Completed ticks: 1320 Passengers seated: 353/353 Average waiting ticks: 603.76 Longest waiting passenger: P99->23G(LEFT) Longest waiting ticks: 1270 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3201 Maximum occupied tiles: 15 Seat events: 184 Single-blocker events: 48 Multiple-blocker events: 27 Temporary aisle reoccupations: 104 RIGHT AISLE ----------- Total moves: 2947 Maximum occupied tiles: 13 Seat events: 169 Single-blocker events: 50 Multiple-blocker events: 21 Temporary aisle reoccupations: 95 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 152 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6822 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8389 Total stationary ticks: 218685 Seat-event requests: 375 Failed seat-event starts: 22 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 864 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 22 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 864 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 52 B-MINIMAL-LATE ROOT-CAUSE ANALYSIS ============================================================ Date/Time: 2026-07-17 11:11:26 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 7 Scenario seed: -6941493034642023543 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 95.75% OUTCOME ------- Status: SUCCESS Completed ticks: 1320 Passengers seated: 353/353 Average waiting ticks: 603.79 Longest waiting passenger: P99->23G(LEFT) Longest waiting ticks: 1270 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3201 Maximum occupied tiles: 15 Seat events: 184 Single-blocker events: 48 Multiple-blocker events: 27 Temporary aisle reoccupations: 104 RIGHT AISLE ----------- Total moves: 2947 Maximum occupied tiles: 13 Seat events: 169 Single-blocker events: 50 Multiple-blocker events: 21 Temporary aisle reoccupations: 95 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 152 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6817 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8387 Total stationary ticks: 218684 Seat-event requests: 374 Failed seat-event starts: 21 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 871 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 21 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 871 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 374\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 52 B-MINIMAL-LATE ROOT-CAUSE ANALYSIS ============================================================ Date/Time: 2026-07-17 11:11:27 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 8 Scenario seed: -8554465769121675260 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 861 Passengers seated: 235/235 Average waiting ticks: 382.57 Longest waiting passenger: P23->28C(RIGHT) Longest waiting ticks: 816 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1693 Maximum occupied tiles: 14 Seat events: 114 Single-blocker events: 26 Multiple-blocker events: 13 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 1699 Maximum occupied tiles: 12 Seat events: 121 Single-blocker events: 35 Multiple-blocker events: 11 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 125 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4487 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5649 Total stationary ticks: 93738 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 539 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 539 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 52 B-MINIMAL-LATE ROOT-CAUSE ANALYSIS ============================================================ Date/Time: 2026-07-17 11:11:27 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 8 Scenario seed: -8554465769121675260 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 861 Passengers seated: 235/235 Average waiting ticks: 382.62 Longest waiting passenger: P23->28C(RIGHT) Longest waiting ticks: 816 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1693 Maximum occupied tiles: 14 Seat events: 114 Single-blocker events: 26 Multiple-blocker events: 13 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 1699 Maximum occupied tiles: 12 Seat events: 121 Single-blocker events: 35 Multiple-blocker events: 11 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 125 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4472 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5637 Total stationary ticks: 93736 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 542 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 542 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 52 B-MINIMAL-LATE ROOT-CAUSE ANALYSIS ============================================================ Date/Time: 2026-07-17 11:11:27 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 9 Scenario seed: 5225839747377591732 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1015 Passengers seated: 282/282 Average waiting ticks: 466.34 Longest waiting passenger: P68->23A(LEFT) Longest waiting ticks: 960 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2100 Maximum occupied tiles: 11 Seat events: 144 Single-blocker events: 44 Multiple-blocker events: 12 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 2256 Maximum occupied tiles: 12 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 13 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 102 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5299 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6604 Total stationary ticks: 135920 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 691 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 691 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 52 B-MINIMAL-LATE ROOT-CAUSE ANALYSIS ============================================================ Date/Time: 2026-07-17 11:11:27 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 9 Scenario seed: 5225839747377591732 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1015 Passengers seated: 282/282 Average waiting ticks: 466.34 Longest waiting passenger: P68->23A(LEFT) Longest waiting ticks: 960 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2100 Maximum occupied tiles: 11 Seat events: 144 Single-blocker events: 44 Multiple-blocker events: 12 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 2256 Maximum occupied tiles: 12 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 13 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 102 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5299 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6604 Total stationary ticks: 135920 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 691 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 691 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 52 B-MINIMAL-LATE ROOT-CAUSE ANALYSIS ============================================================ Date/Time: 2026-07-17 11:11:27 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 10 Scenario seed: 1939935009979591158 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2369 Passengers seated: 232/235 Average waiting ticks: 394.61 Longest waiting passenger: P8->28F(LEFT) Longest waiting ticks: 2299 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1636 Regions dissolved: 2 Repeated reconstructions avoided: 1636 Largest region lifetime: 1601 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1601:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1584 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 12 Seat events: 110 Single-blocker events: 30 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1757 Maximum occupied tiles: 11 Seat events: 122 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1714 Reservations granted: 1714 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 2 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4339 Longest unresolved passenger ID: 15 Longest unresolved row: 28 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 121 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 2 Total blocked ticks: 10065 Total stationary ticks: 99506 Seat-event requests: 1830 Failed seat-event starts: 1598 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 8 Critical blocker identity: P8->28F(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P8(28F/LEFT/WAITING_FOR_SEAT_EVENT) P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1587 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 3 Critical blocker required yield tiles: 29|30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 11 Rear-boundary failures: 1587 Middle-bank reservation failures: 0 Active-event deferrals: 484 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 29|30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 52 B-MINIMAL-LATE ROOT-CAUSE ANALYSIS ============================================================ Date/Time: 2026-07-17 11:11:27 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 10 Scenario seed: 1939935009979591158 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2369 Passengers seated: 232/235 Average waiting ticks: 394.60 Longest waiting passenger: P8->28F(LEFT) Longest waiting ticks: 2299 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1636 Regions dissolved: 2 Repeated reconstructions avoided: 1636 Largest region lifetime: 1601 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1601:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1584 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 12 Seat events: 110 Single-blocker events: 30 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1757 Maximum occupied tiles: 11 Seat events: 122 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1714 Reservations granted: 1714 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 2 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4349 Longest unresolved passenger ID: 15 Longest unresolved row: 28 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 121 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 2 Total blocked ticks: 10071 Total stationary ticks: 99508 Seat-event requests: 1830 Failed seat-event starts: 1598 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 8 Critical blocker identity: P8->28F(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P8(28F/LEFT/WAITING_FOR_SEAT_EVENT) P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1587 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 3 Critical blocker required yield tiles: 29|30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 11 Rear-boundary failures: 1587 Middle-bank reservation failures: 0 Active-event deferrals: 485 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 29|30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 52 B-MINIMAL-LATE ROOT-CAUSE ANALYSIS ============================================================ Date/Time: 2026-07-17 11:11:27 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 11 Scenario seed: 1252229027809620306 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 97.45% OUTCOME ------- Status: SUCCESS Completed ticks: 1280 Passengers seated: 353/353 Average waiting ticks: 583.29 Longest waiting passenger: P34->24D(LEFT) Longest waiting ticks: 1216 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3262 Maximum occupied tiles: 13 Seat events: 181 Single-blocker events: 47 Multiple-blocker events: 22 Temporary aisle reoccupations: 97 RIGHT AISLE ----------- Total moves: 2896 Maximum occupied tiles: 14 Seat events: 172 Single-blocker events: 43 Multiple-blocker events: 26 Temporary aisle reoccupations: 100 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 149 Reservations granted: 149 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8010 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9374 Total stationary ticks: 212715 Seat-event requests: 371 Failed seat-event starts: 18 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 643 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 18 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 643 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 52 B-MINIMAL-LATE ROOT-CAUSE ANALYSIS ============================================================ Date/Time: 2026-07-17 11:11:27 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 11 Scenario seed: 1252229027809620306 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 97.45% OUTCOME ------- Status: SUCCESS Completed ticks: 1280 Passengers seated: 353/353 Average waiting ticks: 583.32 Longest waiting passenger: P34->24D(LEFT) Longest waiting ticks: 1216 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3262 Maximum occupied tiles: 13 Seat events: 181 Single-blocker events: 47 Multiple-blocker events: 22 Temporary aisle reoccupations: 97 RIGHT AISLE ----------- Total moves: 2896 Maximum occupied tiles: 14 Seat events: 172 Single-blocker events: 43 Multiple-blocker events: 26 Temporary aisle reoccupations: 100 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 149 Reservations granted: 149 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7975 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9381 Total stationary ticks: 212716 Seat-event requests: 371 Failed seat-event starts: 18 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 654 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 18 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 654 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 52 B-MINIMAL-LATE ROOT-CAUSE ANALYSIS ============================================================ Date/Time: 2026-07-17 11:11:27 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 12 Scenario seed: 8187627317652047108 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 93.62% OUTCOME ------- Status: SUCCESS Completed ticks: 880 Passengers seated: 235/235 Average waiting ticks: 383.92 Longest waiting passenger: P3->11G(RIGHT) Longest waiting ticks: 827 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 29 Regions dissolved: 1 Repeated reconstructions avoided: 29 Largest region lifetime: 30 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=30 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 13 Seat events: 110 Single-blocker events: 28 Multiple-blocker events: 7 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1738 Maximum occupied tiles: 12 Seat events: 125 Single-blocker events: 35 Multiple-blocker events: 14 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 135 Reservations granted: 125 Reservations denied/waited: 10 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4421 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5748 Total stationary ticks: 94039 Seat-event requests: 241 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 646 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 10 Active-event deferrals: 646 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 52 B-MINIMAL-LATE ROOT-CAUSE ANALYSIS ============================================================ Date/Time: 2026-07-17 11:11:27 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 12 Scenario seed: 8187627317652047108 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 93.62% OUTCOME ------- Status: SUCCESS Completed ticks: 880 Passengers seated: 235/235 Average waiting ticks: 384.07 Longest waiting passenger: P3->11G(RIGHT) Longest waiting ticks: 827 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 29 Regions dissolved: 1 Repeated reconstructions avoided: 29 Largest region lifetime: 30 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=30 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 13 Seat events: 110 Single-blocker events: 28 Multiple-blocker events: 7 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1738 Maximum occupied tiles: 12 Seat events: 125 Single-blocker events: 35 Multiple-blocker events: 14 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 133 Reservations granted: 125 Reservations denied/waited: 8 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4381 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5693 Total stationary ticks: 94024 Seat-event requests: 241 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 645 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 8 Active-event deferrals: 645 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 52 B-MINIMAL-LATE ROOT-CAUSE ANALYSIS ============================================================ Date/Time: 2026-07-17 11:11:27 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 13 Scenario seed: 6351835860743924132 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 65.96% Aisle-assignment balance: 95.04% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2516 Passengers seated: 277/282 Average waiting ticks: 479.16 Longest waiting passenger: P279->31A(LEFT) Longest waiting ticks: 2446 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 0 Rejected cluster candidates: 1 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 5 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1515 Regions dissolved: 0 Repeated reconstructions avoided: 1515 Largest region lifetime: 1516 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1516:occupied=5 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1499 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2303 Maximum occupied tiles: 15 Seat events: 143 Single-blocker events: 44 Multiple-blocker events: 16 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2058 Maximum occupied tiles: 13 Seat events: 134 Single-blocker events: 36 Multiple-blocker events: 13 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 96 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5609 Longest unresolved passenger ID: 117 Longest unresolved row: 32 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 226 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14637 Total stationary ticks: 144501 Seat-event requests: 1814 Failed seat-event starts: 1537 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 111 Critical blocker identity: P111->28A(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P111(28A/LEFT/WAITING_FOR_SEAT_EVENT) P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1513 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 29|30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 117 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1513 Rear-boundary failures: 24 Middle-bank reservation failures: 1 Active-event deferrals: 702 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P279->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=925,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 29|30 Current unavailable yield tiles: 30 Current yield-tile occupants: 117 Final row-event chain: 111|117|279 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 52 B-MINIMAL-LATE ROOT-CAUSE ANALYSIS ============================================================ Date/Time: 2026-07-17 11:11:27 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 13 Scenario seed: 6351835860743924132 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 65.96% Aisle-assignment balance: 95.04% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2516 Passengers seated: 277/282 Average waiting ticks: 479.23 Longest waiting passenger: P279->31A(LEFT) Longest waiting ticks: 2446 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 0 Rejected cluster candidates: 1 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 5 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1515 Regions dissolved: 0 Repeated reconstructions avoided: 1515 Largest region lifetime: 1516 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1516:occupied=5 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1499 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2303 Maximum occupied tiles: 15 Seat events: 143 Single-blocker events: 44 Multiple-blocker events: 16 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2058 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 36 Multiple-blocker events: 13 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 96 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5567 Longest unresolved passenger ID: 117 Longest unresolved row: 32 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 226 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14536 Total stationary ticks: 144436 Seat-event requests: 1814 Failed seat-event starts: 1537 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 111 Critical blocker identity: P111->28A(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P111(28A/LEFT/WAITING_FOR_SEAT_EVENT) P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1513 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 29|30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 117 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1513 Rear-boundary failures: 24 Middle-bank reservation failures: 1 Active-event deferrals: 689 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P279->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=933,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 29|30 Current unavailable yield tiles: 30 Current yield-tile occupants: 117 Final row-event chain: 111|117|279 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 52 B-MINIMAL-LATE ROOT-CAUSE ANALYSIS ============================================================ Date/Time: 2026-07-17 11:11:27 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 14 Scenario seed: -8658915343845013000 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 995 Passengers seated: 282/282 Average waiting ticks: 460.22 Longest waiting passenger: P218->6F(RIGHT) Longest waiting ticks: 951 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2250 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 38 Multiple-blocker events: 11 Temporary aisle reoccupations: 60 RIGHT AISLE ----------- Total moves: 2145 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 42 Multiple-blocker events: 17 Temporary aisle reoccupations: 76 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 98 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5688 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7053 Total stationary ticks: 134674 Seat-event requests: 287 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 657 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 657 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 52 B-MINIMAL-LATE ROOT-CAUSE ANALYSIS ============================================================ Date/Time: 2026-07-17 11:11:27 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 14 Scenario seed: -8658915343845013000 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 995 Passengers seated: 282/282 Average waiting ticks: 460.18 Longest waiting passenger: P218->6F(RIGHT) Longest waiting ticks: 951 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2250 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 38 Multiple-blocker events: 11 Temporary aisle reoccupations: 60 RIGHT AISLE ----------- Total moves: 2145 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 42 Multiple-blocker events: 17 Temporary aisle reoccupations: 76 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 98 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5713 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7065 Total stationary ticks: 134676 Seat-event requests: 287 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 656 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 656 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 52 B-MINIMAL-LATE ROOT-CAUSE ANALYSIS ============================================================ Date/Time: 2026-07-17 11:11:27 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 15 Scenario seed: 5673179910411321410 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 462.27 Longest waiting passenger: P21->16E(RIGHT) Longest waiting ticks: 953 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2199 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 41 Multiple-blocker events: 20 Temporary aisle reoccupations: 81 RIGHT AISLE ----------- Total moves: 2185 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 39 Multiple-blocker events: 16 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 96 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5393 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6898 Total stationary ticks: 134958 Seat-event requests: 301 Failed seat-event starts: 19 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 714 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 19 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 714 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 52 B-MINIMAL-LATE ROOT-CAUSE ANALYSIS ============================================================ Date/Time: 2026-07-17 11:11:27 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 15 Scenario seed: 5673179910411321410 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 462.25 Longest waiting passenger: P21->16E(RIGHT) Longest waiting ticks: 953 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2199 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 41 Multiple-blocker events: 20 Temporary aisle reoccupations: 81 RIGHT AISLE ----------- Total moves: 2185 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 39 Multiple-blocker events: 16 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 96 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5398 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6898 Total stationary ticks: 134958 Seat-event requests: 301 Failed seat-event starts: 19 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 709 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 19 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 709 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 52 B-MINIMAL-LATE ROOT-CAUSE ANALYSIS ============================================================ Date/Time: 2026-07-17 11:11:27 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 16 Scenario seed: 6658752785952583458 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1052 Passengers seated: 282/282 Average waiting ticks: 468.96 Longest waiting passenger: P181->4E(LEFT) Longest waiting ticks: 999 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 14 Regions dissolved: 1 Repeated reconstructions avoided: 14 Largest region lifetime: 15 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=15 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2277 Maximum occupied tiles: 12 Seat events: 148 Single-blocker events: 45 Multiple-blocker events: 21 Temporary aisle reoccupations: 87 RIGHT AISLE ----------- Total moves: 2045 Maximum occupied tiles: 11 Seat events: 134 Single-blocker events: 34 Multiple-blocker events: 11 Temporary aisle reoccupations: 56 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 97 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5574 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6661 Total stationary ticks: 136880 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 528 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 528 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 52 B-MINIMAL-LATE ROOT-CAUSE ANALYSIS ============================================================ Date/Time: 2026-07-17 11:11:27 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 16 Scenario seed: 6658752785952583458 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1052 Passengers seated: 282/282 Average waiting ticks: 468.97 Longest waiting passenger: P181->4E(LEFT) Longest waiting ticks: 999 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 14 Regions dissolved: 1 Repeated reconstructions avoided: 14 Largest region lifetime: 15 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=15 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2277 Maximum occupied tiles: 12 Seat events: 148 Single-blocker events: 45 Multiple-blocker events: 21 Temporary aisle reoccupations: 87 RIGHT AISLE ----------- Total moves: 2045 Maximum occupied tiles: 11 Seat events: 134 Single-blocker events: 34 Multiple-blocker events: 11 Temporary aisle reoccupations: 56 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 97 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5574 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6655 Total stationary ticks: 136878 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 527 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 527 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 52 B-MINIMAL-LATE ROOT-CAUSE ANALYSIS ============================================================ Date/Time: 2026-07-17 11:11:27 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 17 Scenario seed: -218671498343752214 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.16% OUTCOME ------- Status: SUCCESS Completed ticks: 1029 Passengers seated: 282/282 Average waiting ticks: 464.66 Longest waiting passenger: P242->27G(RIGHT) Longest waiting ticks: 976 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 4 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 22 Regions dissolved: 2 Repeated reconstructions avoided: 22 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2178 Maximum occupied tiles: 12 Seat events: 137 Single-blocker events: 44 Multiple-blocker events: 14 Temporary aisle reoccupations: 72 RIGHT AISLE ----------- Total moves: 2204 Maximum occupied tiles: 12 Seat events: 145 Single-blocker events: 38 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 96 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5622 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6765 Total stationary ticks: 135723 Seat-event requests: 299 Failed seat-event starts: 17 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 557 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 17 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 557 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 52 B-MINIMAL-LATE ROOT-CAUSE ANALYSIS ============================================================ Date/Time: 2026-07-17 11:11:27 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 17 Scenario seed: -218671498343752214 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.16% OUTCOME ------- Status: SUCCESS Completed ticks: 1029 Passengers seated: 282/282 Average waiting ticks: 464.69 Longest waiting passenger: P242->27G(RIGHT) Longest waiting ticks: 976 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 4 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 22 Regions dissolved: 2 Repeated reconstructions avoided: 22 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2178 Maximum occupied tiles: 12 Seat events: 137 Single-blocker events: 44 Multiple-blocker events: 14 Temporary aisle reoccupations: 72 RIGHT AISLE ----------- Total moves: 2204 Maximum occupied tiles: 12 Seat events: 145 Single-blocker events: 38 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 96 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5612 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6786 Total stationary ticks: 135730 Seat-event requests: 299 Failed seat-event starts: 17 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 574 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 17 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 574 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 52 B-MINIMAL-LATE ROOT-CAUSE ANALYSIS ============================================================ Date/Time: 2026-07-17 11:11:27 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 18 Scenario seed: -8332752414533420411 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.34% Aisle-assignment balance: 99.15% OUTCOME ------- Status: SUCCESS Completed ticks: 1259 Passengers seated: 353/353 Average waiting ticks: 593.34 Longest waiting passenger: P150->11H(RIGHT) Longest waiting ticks: 1209 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3172 Maximum occupied tiles: 16 Seat events: 175 Single-blocker events: 42 Multiple-blocker events: 24 Temporary aisle reoccupations: 95 RIGHT AISLE ----------- Total moves: 2985 Maximum occupied tiles: 13 Seat events: 178 Single-blocker events: 55 Multiple-blocker events: 26 Temporary aisle reoccupations: 113 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 148 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7954 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9621 Total stationary ticks: 216298 Seat-event requests: 380 Failed seat-event starts: 27 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 784 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 27 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 784 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 52 B-MINIMAL-LATE ROOT-CAUSE ANALYSIS ============================================================ Date/Time: 2026-07-17 11:11:27 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 18 Scenario seed: -8332752414533420411 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.34% Aisle-assignment balance: 99.15% OUTCOME ------- Status: SUCCESS Completed ticks: 1259 Passengers seated: 353/353 Average waiting ticks: 593.34 Longest waiting passenger: P150->11H(RIGHT) Longest waiting ticks: 1209 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3172 Maximum occupied tiles: 16 Seat events: 175 Single-blocker events: 42 Multiple-blocker events: 24 Temporary aisle reoccupations: 95 RIGHT AISLE ----------- Total moves: 2985 Maximum occupied tiles: 13 Seat events: 178 Single-blocker events: 55 Multiple-blocker events: 26 Temporary aisle reoccupations: 113 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 148 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7954 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9621 Total stationary ticks: 216298 Seat-event requests: 380 Failed seat-event starts: 27 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 784 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 27 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 784 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 52 B-MINIMAL-LATE ROOT-CAUSE ANALYSIS ============================================================ Date/Time: 2026-07-17 11:11:27 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 19 Scenario seed: 5866349045608257533 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2347 Passengers seated: 230/235 Average waiting ticks: 400.83 Longest waiting passenger: P105->29D(RIGHT) Longest waiting ticks: 2279 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 6 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 6 Selected release potential total: 9 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1613 Regions dissolved: 2 Repeated reconstructions avoided: 1613 Largest region lifetime: 1570 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1570:occupied=5 Confirmation deferral ticks: 6 Regions reaching confirmation: 3 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1549 State changes reopening evaluation: 3 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1684 Maximum occupied tiles: 13 Seat events: 120 Single-blocker events: 26 Multiple-blocker events: 20 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 1708 Maximum occupied tiles: 12 Seat events: 110 Single-blocker events: 29 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1708 Reservations granted: 1708 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 4 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 6675 Longest unresolved passenger ID: 128 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 5 Longest dependency chain: P170(27E/RIGHT) -> P33(30G/RIGHT) -> P155(28G/RIGHT) -> P128(30F/RIGHT) -> P105(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 170 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 4 Total blocked ticks: 13109 Total stationary ticks: 103859 Seat-event requests: 1828 Failed seat-event starts: 1598 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 105 Critical blocker identity: P105->29D(RIGHT) Direct fan-out: 1 Total indirect descendants: 4 Critical tree size including blocker: 5 Critical tree depth: 5 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P105(29D/RIGHT/WAITING_FOR_SEAT_EVENT) P128(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P155(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P33(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P170(27E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1569 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 29 Rear-boundary failures: 1569 Middle-bank reservation failures: 0 Active-event deferrals: 562 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1826\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 52 B-MINIMAL-LATE ROOT-CAUSE ANALYSIS ============================================================ Date/Time: 2026-07-17 11:11:27 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 19 Scenario seed: 5866349045608257533 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 845 Passengers seated: 235/235 Average waiting ticks: 394.17 Longest waiting passenger: P133->5B(LEFT) Longest waiting ticks: 814 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 4 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 6 Selected release potential total: 9 Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P15:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 44 Regions dissolved: 2 Repeated reconstructions avoided: 44 Largest region lifetime: 34 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=12 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1684 Maximum occupied tiles: 13 Seat events: 120 Single-blocker events: 26 Multiple-blocker events: 20 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 1717 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 30 Multiple-blocker events: 13 Temporary aisle reoccupations: 58 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 142 Reservations granted: 142 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4251 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5354 Total stationary ticks: 96093 Seat-event requests: 264 Failed seat-event starts: 29 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 557 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 29 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 557 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 262\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 52 B-MINIMAL-LATE ROOT-CAUSE ANALYSIS ============================================================ Date/Time: 2026-07-17 11:11:27 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 20 Scenario seed: 3658999535626094423 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: SUCCESS Completed ticks: 845 Passengers seated: 235/235 Average waiting ticks: 383.63 Longest waiting passenger: P59->4F(RIGHT) Longest waiting ticks: 835 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 25 Regions dissolved: 2 Repeated reconstructions avoided: 25 Largest region lifetime: 19 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=19 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1732 Maximum occupied tiles: 11 Seat events: 113 Single-blocker events: 37 Multiple-blocker events: 8 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1701 Maximum occupied tiles: 13 Seat events: 122 Single-blocker events: 27 Multiple-blocker events: 16 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 127 Reservations granted: 127 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4587 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5751 Total stationary ticks: 94043 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 587 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 587 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 52 B-MINIMAL-LATE ROOT-CAUSE ANALYSIS ============================================================ Date/Time: 2026-07-17 11:11:27 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 20 Scenario seed: 3658999535626094423 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: SUCCESS Completed ticks: 845 Passengers seated: 235/235 Average waiting ticks: 383.62 Longest waiting passenger: P59->4F(RIGHT) Longest waiting ticks: 835 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 25 Regions dissolved: 2 Repeated reconstructions avoided: 25 Largest region lifetime: 19 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=19 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1732 Maximum occupied tiles: 11 Seat events: 113 Single-blocker events: 37 Multiple-blocker events: 8 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1701 Maximum occupied tiles: 13 Seat events: 122 Single-blocker events: 27 Multiple-blocker events: 16 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 127 Reservations granted: 127 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4592 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5750 Total stationary ticks: 94042 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 583 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 583 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 52 B-MINIMAL-LATE ROOT-CAUSE ANALYSIS ============================================================ Date/Time: 2026-07-17 11:11:27 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 21 Scenario seed: 1778985705851435071 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1007 Passengers seated: 282/282 Average waiting ticks: 462.32 Longest waiting passenger: P199->4E(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 3 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 8 Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 49 Regions dissolved: 2 Repeated reconstructions avoided: 49 Largest region lifetime: 35 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=35 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2228 Maximum occupied tiles: 13 Seat events: 144 Single-blocker events: 35 Multiple-blocker events: 10 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 2144 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 37 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 103 Reservations granted: 103 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5798 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7265 Total stationary ticks: 135403 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 719 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 719 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 52 B-MINIMAL-LATE ROOT-CAUSE ANALYSIS ============================================================ Date/Time: 2026-07-17 11:11:27 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 21 Scenario seed: 1778985705851435071 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1007 Passengers seated: 282/282 Average waiting ticks: 462.32 Longest waiting passenger: P199->4E(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 3 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 8 Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 49 Regions dissolved: 2 Repeated reconstructions avoided: 49 Largest region lifetime: 35 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=35 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2228 Maximum occupied tiles: 13 Seat events: 144 Single-blocker events: 35 Multiple-blocker events: 10 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 2144 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 37 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 103 Reservations granted: 103 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5798 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7265 Total stationary ticks: 135403 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 719 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 719 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 52 B-MINIMAL-LATE ROOT-CAUSE ANALYSIS ============================================================ Date/Time: 2026-07-17 11:11:27 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 22 Scenario seed: 4203521108576778203 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.14% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2482 Passengers seated: 270/282 Average waiting ticks: 472.84 Longest waiting passenger: P277->30F(LEFT) Longest waiting ticks: 2442 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 13 Cluster candidates evaluated: 14 Executable cluster candidates: 1 Rejected cluster candidates: 13 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 12 Selected release potential total: 2 Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1645 Regions dissolved: 1 Repeated reconstructions avoided: 1645 Largest region lifetime: 1638 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1638:occupied=12 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1562 State changes reopening evaluation: 12 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2166 Maximum occupied tiles: 17 Seat events: 132 Single-blocker events: 38 Multiple-blocker events: 13 Temporary aisle reoccupations: 64 RIGHT AISLE ----------- Total moves: 2158 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 18 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1758 Reservations granted: 1751 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 10 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 16258 Longest unresolved passenger ID: 48 Longest unresolved row: 31 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 11 Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 75 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 10 Total blocked ticks: 26140 Total stationary ticks: 153459 Seat-event requests: 1940 Failed seat-event starts: 1670 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 277 Critical blocker identity: P277->30F(LEFT) Direct fan-out: 1 Total indirect descendants: 10 Critical tree size including blocker: 11 Critical tree depth: 11 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 12 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P277(30F/LEFT/WAITING_FOR_SEAT_EVENT) P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1669 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 31|32 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: 48 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1669 Rear-boundary failures: 1 Middle-bank reservation failures: 7 Active-event deferrals: 1100 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P48->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 31|32 Current unavailable yield tiles: 31 Current yield-tile occupants: 48 Final row-event chain: 277|48 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 52 B-MINIMAL-LATE ROOT-CAUSE ANALYSIS ============================================================ Date/Time: 2026-07-17 11:11:27 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 22 Scenario seed: 4203521108576778203 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.14% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2482 Passengers seated: 270/282 Average waiting ticks: 472.87 Longest waiting passenger: P277->30F(LEFT) Longest waiting ticks: 2442 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 11 Cluster candidates evaluated: 12 Executable cluster candidates: 1 Rejected cluster candidates: 11 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 12 Selected release potential total: 2 Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1645 Regions dissolved: 1 Repeated reconstructions avoided: 1645 Largest region lifetime: 1638 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1638:occupied=12 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1564 State changes reopening evaluation: 10 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2166 Maximum occupied tiles: 17 Seat events: 132 Single-blocker events: 38 Multiple-blocker events: 13 Temporary aisle reoccupations: 64 RIGHT AISLE ----------- Total moves: 2158 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 18 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1758 Reservations granted: 1751 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 10 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 16243 Longest unresolved passenger ID: 48 Longest unresolved row: 31 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 11 Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 75 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 10 Total blocked ticks: 26119 Total stationary ticks: 153453 Seat-event requests: 1940 Failed seat-event starts: 1670 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 277 Critical blocker identity: P277->30F(LEFT) Direct fan-out: 1 Total indirect descendants: 10 Critical tree size including blocker: 11 Critical tree depth: 11 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 12 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P277(30F/LEFT/WAITING_FOR_SEAT_EVENT) P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1669 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 31|32 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: 48 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1669 Rear-boundary failures: 1 Middle-bank reservation failures: 7 Active-event deferrals: 1095 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P48->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 31|32 Current unavailable yield tiles: 31 Current yield-tile occupants: 48 Final row-event chain: 277|48 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 52 B-MINIMAL-LATE ROOT-CAUSE ANALYSIS ============================================================ Date/Time: 2026-07-17 11:11:27 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 23 Scenario seed: -3947160987031988780 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2313 Passengers seated: 230/235 Average waiting ticks: 405.99 Longest waiting passenger: P174->17F(LEFT) Longest waiting ticks: 2271 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=11 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1769 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 21 Multiple-blocker events: 9 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1662 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 30 Multiple-blocker events: 14 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1615 Reservations granted: 1615 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 6610 Longest unresolved passenger ID: 206 Longest unresolved row: 26 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 206 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 13157 Total stationary ticks: 100829 Seat-event requests: 1735 Failed seat-event starts: 1505 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 29 Critical blocker identity: P29->21A(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P29(21A/LEFT/WAITING_FOR_SEAT_EVENT) P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1505 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 3 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1505 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_SPACE_AVAILABLE Final snapshot prerequisite: YIELD_SPACE_AVAILABLE Current required blockers: 1 Current required yield tiles: 22 Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: YIELD_SPACE_AVAILABLE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 52 B-MINIMAL-LATE ROOT-CAUSE ANALYSIS ============================================================ Date/Time: 2026-07-17 11:11:27 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 23 Scenario seed: -3947160987031988780 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2313 Passengers seated: 230/235 Average waiting ticks: 405.99 Longest waiting passenger: P174->17F(LEFT) Longest waiting ticks: 2271 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=11 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1769 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 21 Multiple-blocker events: 9 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1662 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 30 Multiple-blocker events: 14 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1615 Reservations granted: 1615 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 6610 Longest unresolved passenger ID: 206 Longest unresolved row: 26 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 206 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 13157 Total stationary ticks: 100829 Seat-event requests: 1735 Failed seat-event starts: 1505 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 29 Critical blocker identity: P29->21A(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P29(21A/LEFT/WAITING_FOR_SEAT_EVENT) P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1505 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 3 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1505 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_SPACE_AVAILABLE Final snapshot prerequisite: YIELD_SPACE_AVAILABLE Current required blockers: 1 Current required yield tiles: 22 Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: YIELD_SPACE_AVAILABLE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 52 B-MINIMAL-LATE ROOT-CAUSE ANALYSIS ============================================================ Date/Time: 2026-07-17 11:11:27 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 24 Scenario seed: 4419539434258219231 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2333 Passengers seated: 233/235 Average waiting ticks: 387.31 Longest waiting passenger: P149->29D(RIGHT) Longest waiting ticks: 2259 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1678 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1737 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 24 Multiple-blocker events: 11 Temporary aisle reoccupations: 46 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1650 Reservations granted: 1646 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4313 Longest unresolved passenger ID: 20 Longest unresolved row: 29 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 20 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 8439 Total stationary ticks: 96156 Seat-event requests: 1764 Failed seat-event starts: 1531 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 149 Critical blocker identity: P149->29D(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT) P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1526 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 5 Rear-boundary failures: 1526 Middle-bank reservation failures: 4 Active-event deferrals: 545 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 52 B-MINIMAL-LATE ROOT-CAUSE ANALYSIS ============================================================ Date/Time: 2026-07-17 11:11:27 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 24 Scenario seed: 4419539434258219231 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2333 Passengers seated: 233/235 Average waiting ticks: 387.32 Longest waiting passenger: P149->29D(RIGHT) Longest waiting ticks: 2259 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1678 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1737 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 24 Multiple-blocker events: 11 Temporary aisle reoccupations: 46 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1650 Reservations granted: 1646 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4308 Longest unresolved passenger ID: 20 Longest unresolved row: 29 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 20 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 8438 Total stationary ticks: 96155 Seat-event requests: 1764 Failed seat-event starts: 1531 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 149 Critical blocker identity: P149->29D(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT) P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1526 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 5 Rear-boundary failures: 1526 Middle-bank reservation failures: 4 Active-event deferrals: 546 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 52 B-MINIMAL-LATE ROOT-CAUSE ANALYSIS ============================================================ Date/Time: 2026-07-17 11:11:27 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 25 Scenario seed: 6293055855285553556 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 94.47% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2324 Passengers seated: 225/235 Average waiting ticks: 403.89 Longest waiting passenger: P83->29H(RIGHT) Longest waiting ticks: 2280 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 11 Cluster candidates evaluated: 12 Executable cluster candidates: 1 Rejected cluster candidates: 11 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 10 Selected release potential total: 2 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1684 Regions dissolved: 1 Repeated reconstructions avoided: 1684 Largest region lifetime: 1673 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1673:occupied=10 Confirmation deferral ticks: 3 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1540 State changes reopening evaluation: 10 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1568 Maximum occupied tiles: 12 Seat events: 111 Single-blocker events: 38 Multiple-blocker events: 5 Temporary aisle reoccupations: 50 RIGHT AISLE ----------- Total moves: 1823 Maximum occupied tiles: 16 Seat events: 114 Single-blocker events: 32 Multiple-blocker events: 10 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 122 Reservations granted: 120 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 8 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 12770 Longest unresolved passenger ID: 219 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 9 Longest dependency chain: P122(28F/RIGHT) -> P197(26G/RIGHT) -> P3(24H/RIGHT) -> P109(27C/RIGHT) -> P38(26C/RIGHT) -> P207(28H/RIGHT) -> P15(30H/RIGHT) -> P219(30G/RIGHT) -> P83(29H/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 122 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 8 Total blocked ticks: 20545 Total stationary ticks: 110417 Seat-event requests: 1790 Failed seat-event starts: 1565 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 83 Critical blocker identity: P83->29H(RIGHT) Direct fan-out: 1 Total indirect descendants: 8 Critical tree size including blocker: 9 Critical tree depth: 9 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 10 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P83(29H/RIGHT/WAITING_FOR_SEAT_EVENT) P219(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P15(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P207(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P38(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P109(27C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P3(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P197(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P122(28F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1565 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 123 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1565 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 677 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[123]: P123(30D/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P123->30D(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P123{seat=30D,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=623,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 30 Current unavailable yield tiles: 30 Current yield-tile occupants: 123 Final row-event chain: 83|123 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1791\nPrecedence substitutions made: 0\nDependency chains followed: 1555\nBlocked by waiting-row occupant: 1555\nSubstituted events started: 1\nOccupied-space rejections: 1566\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 52 B-MINIMAL-LATE ROOT-CAUSE ANALYSIS ============================================================ Date/Time: 2026-07-17 11:11:27 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 25 Scenario seed: 6293055855285553556 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 94.47% OUTCOME ------- Status: SUCCESS Completed ticks: 891 Passengers seated: 235/235 Average waiting ticks: 391.23 Longest waiting passenger: P122->28F(RIGHT) Longest waiting ticks: 823 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles8-10:occupied=3:anchor=P58:selected=P45:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1568 Maximum occupied tiles: 12 Seat events: 111 Single-blocker events: 37 Multiple-blocker events: 6 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 1846 Maximum occupied tiles: 12 Seat events: 124 Single-blocker events: 37 Multiple-blocker events: 12 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 125 Reservations granted: 123 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4149 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5109 Total stationary ticks: 95294 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 493 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 493 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 52 B-MINIMAL-LATE ROOT-CAUSE ANALYSIS ============================================================ Date/Time: 2026-07-17 11:11:27 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 26 Scenario seed: -9074491549561652642 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 989 Passengers seated: 282/282 Average waiting ticks: 460.29 Longest waiting passenger: P129->11D(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2133 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 48 Multiple-blocker events: 11 Temporary aisle reoccupations: 70 RIGHT AISLE ----------- Total moves: 2221 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 42 Multiple-blocker events: 9 Temporary aisle reoccupations: 60 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 98 Reservations granted: 94 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5689 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6912 Total stationary ticks: 134633 Seat-event requests: 288 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 593 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 593 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 52 B-MINIMAL-LATE ROOT-CAUSE ANALYSIS ============================================================ Date/Time: 2026-07-17 11:11:27 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 26 Scenario seed: -9074491549561652642 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 989 Passengers seated: 282/282 Average waiting ticks: 460.30 Longest waiting passenger: P129->11D(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2133 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 48 Multiple-blocker events: 11 Temporary aisle reoccupations: 70 RIGHT AISLE ----------- Total moves: 2221 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 42 Multiple-blocker events: 9 Temporary aisle reoccupations: 60 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 98 Reservations granted: 94 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5694 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6912 Total stationary ticks: 134633 Seat-event requests: 288 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 595 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 595 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 52 B-MINIMAL-LATE ROOT-CAUSE ANALYSIS ============================================================ Date/Time: 2026-07-17 11:11:27 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 27 Scenario seed: -9036946652584501975 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2336 Passengers seated: 229/235 Average waiting ticks: 417.88 Longest waiting passenger: P71->8C(RIGHT) Longest waiting ticks: 2318 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1532 Regions dissolved: 1 Repeated reconstructions avoided: 1532 Largest region lifetime: 1521 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1521:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1518 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1681 Maximum occupied tiles: 12 Seat events: 117 Single-blocker events: 32 Multiple-blocker events: 11 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1689 Maximum occupied tiles: 11 Seat events: 112 Single-blocker events: 29 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1651 Reservations granted: 1647 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 5160 Longest unresolved passenger ID: 129 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 186 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14019 Total stationary ticks: 105901 Seat-event requests: 1762 Failed seat-event starts: 1533 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 71 Critical blocker identity: P71->8C(RIGHT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 6 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT) P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1533 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 9|10|11 Critical blocker unavailable yield tiles: 11 Critical blocker yield-tile occupants: 129 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1533 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 512 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P78->12H(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 9|10|11 Current unavailable yield tiles: 11 Current yield-tile occupants: 129 Final row-event chain: 71|129|78 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 52 B-MINIMAL-LATE ROOT-CAUSE ANALYSIS ============================================================ Date/Time: 2026-07-17 11:11:27 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 27 Scenario seed: -9036946652584501975 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2336 Passengers seated: 229/235 Average waiting ticks: 417.88 Longest waiting passenger: P71->8C(RIGHT) Longest waiting ticks: 2318 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1532 Regions dissolved: 1 Repeated reconstructions avoided: 1532 Largest region lifetime: 1521 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1521:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1518 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1681 Maximum occupied tiles: 12 Seat events: 117 Single-blocker events: 32 Multiple-blocker events: 11 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1689 Maximum occupied tiles: 11 Seat events: 112 Single-blocker events: 29 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1651 Reservations granted: 1647 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 5160 Longest unresolved passenger ID: 129 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 186 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14019 Total stationary ticks: 105901 Seat-event requests: 1762 Failed seat-event starts: 1533 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 71 Critical blocker identity: P71->8C(RIGHT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 6 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT) P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1533 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 9|10|11 Critical blocker unavailable yield tiles: 11 Critical blocker yield-tile occupants: 129 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1533 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 512 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P78->12H(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 9|10|11 Current unavailable yield tiles: 11 Current yield-tile occupants: 129 Final row-event chain: 71|129|78 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 52 B-MINIMAL-LATE ROOT-CAUSE ANALYSIS ============================================================ Date/Time: 2026-07-17 11:11:27 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 28 Scenario seed: 3854657311787069719 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 99.57% OUTCOME ------- Status: SUCCESS Completed ticks: 846 Passengers seated: 235/235 Average waiting ticks: 387.29 Longest waiting passenger: P209->24H(RIGHT) Longest waiting ticks: 791 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 17 Regions dissolved: 1 Repeated reconstructions avoided: 17 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=18 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1630 Maximum occupied tiles: 11 Seat events: 117 Single-blocker events: 29 Multiple-blocker events: 8 Temporary aisle reoccupations: 46 RIGHT AISLE ----------- Total moves: 1792 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 34 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 130 Reservations granted: 128 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4304 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5385 Total stationary ticks: 94620 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 509 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 509 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 52 B-MINIMAL-LATE ROOT-CAUSE ANALYSIS ============================================================ Date/Time: 2026-07-17 11:11:27 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 28 Scenario seed: 3854657311787069719 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 99.57% OUTCOME ------- Status: SUCCESS Completed ticks: 846 Passengers seated: 235/235 Average waiting ticks: 387.29 Longest waiting passenger: P209->24H(RIGHT) Longest waiting ticks: 791 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 17 Regions dissolved: 1 Repeated reconstructions avoided: 17 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=18 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1630 Maximum occupied tiles: 11 Seat events: 117 Single-blocker events: 29 Multiple-blocker events: 8 Temporary aisle reoccupations: 46 RIGHT AISLE ----------- Total moves: 1792 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 34 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 130 Reservations granted: 128 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4303 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5384 Total stationary ticks: 94620 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 509 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 509 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 52 B-MINIMAL-LATE ROOT-CAUSE ANALYSIS ============================================================ Date/Time: 2026-07-17 11:11:27 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 29 Scenario seed: -4567754299527007339 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 91.06% OUTCOME ------- Status: SUCCESS Completed ticks: 902 Passengers seated: 235/235 Average waiting ticks: 390.21 Longest waiting passenger: P72->10D(LEFT) Longest waiting ticks: 865 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 21 Regions dissolved: 1 Repeated reconstructions avoided: 21 Largest region lifetime: 22 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=22 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1777 Maximum occupied tiles: 11 Seat events: 128 Single-blocker events: 25 Multiple-blocker events: 19 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 1611 Maximum occupied tiles: 11 Seat events: 107 Single-blocker events: 31 Multiple-blocker events: 4 Temporary aisle reoccupations: 39 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 128 Reservations granted: 125 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4209 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5267 Total stationary ticks: 95173 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 540 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 52 B-MINIMAL-LATE ROOT-CAUSE ANALYSIS ============================================================ Date/Time: 2026-07-17 11:11:27 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 29 Scenario seed: -4567754299527007339 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 91.06% OUTCOME ------- Status: SUCCESS Completed ticks: 902 Passengers seated: 235/235 Average waiting ticks: 390.21 Longest waiting passenger: P72->10D(LEFT) Longest waiting ticks: 865 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 21 Regions dissolved: 1 Repeated reconstructions avoided: 21 Largest region lifetime: 22 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=22 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1777 Maximum occupied tiles: 11 Seat events: 128 Single-blocker events: 25 Multiple-blocker events: 19 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 1611 Maximum occupied tiles: 11 Seat events: 107 Single-blocker events: 31 Multiple-blocker events: 4 Temporary aisle reoccupations: 39 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 128 Reservations granted: 125 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4209 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5267 Total stationary ticks: 95173 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 540 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 52 B-MINIMAL-LATE ROOT-CAUSE ANALYSIS ============================================================ Date/Time: 2026-07-17 11:11:27 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 30 Scenario seed: 3367915316291643157 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 869 Passengers seated: 235/235 Average waiting ticks: 394.64 Longest waiting passenger: P74->3A(LEFT) Longest waiting ticks: 817 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1723 Maximum occupied tiles: 11 Seat events: 119 Single-blocker events: 29 Multiple-blocker events: 14 Temporary aisle reoccupations: 61 RIGHT AISLE ----------- Total moves: 1665 Maximum occupied tiles: 11 Seat events: 116 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 124 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3914 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5047 Total stationary ticks: 95938 Seat-event requests: 243 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 572 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 7 Active-event deferrals: 572 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 52 B-MINIMAL-LATE ROOT-CAUSE ANALYSIS ============================================================ Date/Time: 2026-07-17 11:11:27 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 30 Scenario seed: 3367915316291643157 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 869 Passengers seated: 235/235 Average waiting ticks: 394.64 Longest waiting passenger: P74->3A(LEFT) Longest waiting ticks: 817 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1723 Maximum occupied tiles: 11 Seat events: 119 Single-blocker events: 29 Multiple-blocker events: 14 Temporary aisle reoccupations: 61 RIGHT AISLE ----------- Total moves: 1665 Maximum occupied tiles: 11 Seat events: 116 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 124 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3914 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5047 Total stationary ticks: 95938 Seat-event requests: 243 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 572 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 7 Active-event deferrals: 572 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n ************************************************************ BATCH EXPERIMENT SUMMARY RESEARCH EXPERIMENT 52 B-MINIMAL-LATE ROOT-CAUSE ANALYSIS ************************************************************ Experiment seed: 9783790101901 Scenarios executed: 60 Successful completions: 43 Incomplete/MAX_TICKS: 17 Average completed ticks: 1391.40 Average waiting ticks: 460.32 ************************************************************ ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 53 RESIDUAL-TOPOLOGY TRANSITION ANALYSIS ============================================================ Date/Time: 2026-07-17 11:19:25 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 1 Scenario seed: 3055370766012738473 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 842 Passengers seated: 235/235 Average waiting ticks: 381.71 Longest waiting passenger: P14->4G(RIGHT) Longest waiting ticks: 802 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 31 Regions dissolved: 3 Repeated reconstructions avoided: 31 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 0 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1605 Maximum occupied tiles: 13 Seat events: 114 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 56 RIGHT AISLE ----------- Total moves: 1759 Maximum occupied tiles: 13 Seat events: 121 Single-blocker events: 28 Multiple-blocker events: 11 Temporary aisle reoccupations: 53 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 129 Reservations granted: 129 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4378 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5526 Total stationary ticks: 93373 Seat-event requests: 249 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 592 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 592 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 53 RESIDUAL-TOPOLOGY TRANSITION ANALYSIS ============================================================ Date/Time: 2026-07-17 11:19:25 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 1 Scenario seed: 3055370766012738473 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 842 Passengers seated: 235/235 Average waiting ticks: 381.71 Longest waiting passenger: P14->4G(RIGHT) Longest waiting ticks: 802 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 31 Regions dissolved: 3 Repeated reconstructions avoided: 31 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 0 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1605 Maximum occupied tiles: 13 Seat events: 114 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 56 RIGHT AISLE ----------- Total moves: 1759 Maximum occupied tiles: 13 Seat events: 121 Single-blocker events: 28 Multiple-blocker events: 11 Temporary aisle reoccupations: 53 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 129 Reservations granted: 129 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4378 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5526 Total stationary ticks: 93373 Seat-event requests: 249 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 592 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 592 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 53 RESIDUAL-TOPOLOGY TRANSITION ANALYSIS ============================================================ Date/Time: 2026-07-17 11:19:25 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 2 Scenario seed: -5861873949581201790 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 461.78 Longest waiting passenger: P176->13G(RIGHT) Longest waiting ticks: 940 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2124 Maximum occupied tiles: 12 Seat events: 140 Single-blocker events: 52 Multiple-blocker events: 12 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2238 Maximum occupied tiles: 13 Seat events: 142 Single-blocker events: 33 Multiple-blocker events: 24 Temporary aisle reoccupations: 81 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 99 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5604 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6986 Total stationary ticks: 134989 Seat-event requests: 296 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 657 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 657 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 53 RESIDUAL-TOPOLOGY TRANSITION ANALYSIS ============================================================ Date/Time: 2026-07-17 11:19:25 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 2 Scenario seed: -5861873949581201790 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 461.78 Longest waiting passenger: P176->13G(RIGHT) Longest waiting ticks: 940 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2124 Maximum occupied tiles: 12 Seat events: 140 Single-blocker events: 52 Multiple-blocker events: 12 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2238 Maximum occupied tiles: 13 Seat events: 142 Single-blocker events: 33 Multiple-blocker events: 24 Temporary aisle reoccupations: 81 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 99 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5604 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6986 Total stationary ticks: 134989 Seat-event requests: 296 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 657 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 657 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 53 RESIDUAL-TOPOLOGY TRANSITION ANALYSIS ============================================================ Date/Time: 2026-07-17 11:19:25 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 3 Scenario seed: 6413959567787430862 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 99.72% OUTCOME ------- Status: SUCCESS Completed ticks: 1255 Passengers seated: 353/353 Average waiting ticks: 584.28 Longest waiting passenger: P110->21D(LEFT) Longest waiting ticks: 1200 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 51 Regions dissolved: 4 Repeated reconstructions avoided: 51 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=11 Confirmation deferral ticks: 5 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3168 Maximum occupied tiles: 14 Seat events: 177 Single-blocker events: 45 Multiple-blocker events: 29 Temporary aisle reoccupations: 109 RIGHT AISLE ----------- Total moves: 3052 Maximum occupied tiles: 13 Seat events: 176 Single-blocker events: 53 Multiple-blocker events: 27 Temporary aisle reoccupations: 112 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 159 Reservations granted: 157 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8069 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9772 Total stationary ticks: 213222 Seat-event requests: 381 Failed seat-event starts: 28 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 782 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 28 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 782 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 53 RESIDUAL-TOPOLOGY TRANSITION ANALYSIS ============================================================ Date/Time: 2026-07-17 11:19:25 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 3 Scenario seed: 6413959567787430862 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 99.72% OUTCOME ------- Status: SUCCESS Completed ticks: 1255 Passengers seated: 353/353 Average waiting ticks: 584.23 Longest waiting passenger: P110->21D(LEFT) Longest waiting ticks: 1200 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 51 Regions dissolved: 4 Repeated reconstructions avoided: 51 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=11 Confirmation deferral ticks: 5 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3168 Maximum occupied tiles: 14 Seat events: 177 Single-blocker events: 45 Multiple-blocker events: 29 Temporary aisle reoccupations: 109 RIGHT AISLE ----------- Total moves: 3052 Maximum occupied tiles: 13 Seat events: 176 Single-blocker events: 53 Multiple-blocker events: 27 Temporary aisle reoccupations: 112 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 159 Reservations granted: 157 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8079 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9784 Total stationary ticks: 213224 Seat-event requests: 381 Failed seat-event starts: 28 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 775 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 28 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 775 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 53 RESIDUAL-TOPOLOGY TRANSITION ANALYSIS ============================================================ Date/Time: 2026-07-17 11:19:25 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 4 Scenario seed: -6874954252876456991 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2294 Passengers seated: 169/235 Average waiting ticks: 811.85 Longest waiting passenger: P2->16C(RIGHT) Longest waiting ticks: 2294 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 4 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1889 Regions dissolved: 0 Repeated reconstructions avoided: 1889 Largest region lifetime: 1890 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1890:occupied=4 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1887 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1607 Maximum occupied tiles: 13 Seat events: 113 Single-blocker events: 31 Multiple-blocker events: 9 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 914 Maximum occupied tiles: 12 Seat events: 56 Single-blocker events: 9 Multiple-blocker events: 1 Temporary aisle reoccupations: 11 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1981 Reservations granted: 1976 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 57 Remaining moving in aisle: 6 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 11640 Longest unresolved passenger ID: 2 Longest unresolved row: 16 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 109 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 6 Total blocked ticks: 20936 Total stationary ticks: 204785 Seat-event requests: 2064 Failed seat-event starts: 1895 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 169 Critical blocker identity: P169->4C(RIGHT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 9 Unresolved outside passengers: 57 Unresolved internal passengers outside critical tree: 5 Critical blocker tree: P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT) P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1895 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 5|6|7 Critical blocker unavailable yield tiles: 7 Critical blocker yield-tile occupants: 165 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1895 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 388 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P53->8E(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 5|6|7 Current unavailable yield tiles: 7 Current yield-tile occupants: 165 Final row-event chain: 169|165|53 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 53 RESIDUAL-TOPOLOGY TRANSITION ANALYSIS ============================================================ Date/Time: 2026-07-17 11:19:25 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 4 Scenario seed: -6874954252876456991 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2294 Passengers seated: 169/235 Average waiting ticks: 811.85 Longest waiting passenger: P2->16C(RIGHT) Longest waiting ticks: 2294 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 4 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1889 Regions dissolved: 0 Repeated reconstructions avoided: 1889 Largest region lifetime: 1890 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1890:occupied=4 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1887 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1607 Maximum occupied tiles: 13 Seat events: 113 Single-blocker events: 31 Multiple-blocker events: 9 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 914 Maximum occupied tiles: 12 Seat events: 56 Single-blocker events: 9 Multiple-blocker events: 1 Temporary aisle reoccupations: 11 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1981 Reservations granted: 1976 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 57 Remaining moving in aisle: 6 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 11640 Longest unresolved passenger ID: 2 Longest unresolved row: 16 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 109 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 6 Total blocked ticks: 20922 Total stationary ticks: 204781 Seat-event requests: 2064 Failed seat-event starts: 1895 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 169 Critical blocker identity: P169->4C(RIGHT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 9 Unresolved outside passengers: 57 Unresolved internal passengers outside critical tree: 5 Critical blocker tree: P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT) P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1895 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 5|6|7 Critical blocker unavailable yield tiles: 7 Critical blocker yield-tile occupants: 165 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1895 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 380 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P53->8E(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 5|6|7 Current unavailable yield tiles: 7 Current yield-tile occupants: 165 Final row-event chain: 169|165|53 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 53 RESIDUAL-TOPOLOGY TRANSITION ANALYSIS ============================================================ Date/Time: 2026-07-17 11:19:25 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 5 Scenario seed: -3861213001347413166 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1037 Passengers seated: 282/282 Average waiting ticks: 463.27 Longest waiting passenger: P14->18D(LEFT) Longest waiting ticks: 988 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2266 Maximum occupied tiles: 13 Seat events: 148 Single-blocker events: 41 Multiple-blocker events: 16 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 2110 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 45 Multiple-blocker events: 14 Temporary aisle reoccupations: 73 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 95 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5619 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6814 Total stationary ticks: 135338 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 584 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 584 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 53 RESIDUAL-TOPOLOGY TRANSITION ANALYSIS ============================================================ Date/Time: 2026-07-17 11:19:25 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 5 Scenario seed: -3861213001347413166 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1037 Passengers seated: 282/282 Average waiting ticks: 463.27 Longest waiting passenger: P14->18D(LEFT) Longest waiting ticks: 988 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2266 Maximum occupied tiles: 13 Seat events: 148 Single-blocker events: 41 Multiple-blocker events: 16 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 2110 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 45 Multiple-blocker events: 14 Temporary aisle reoccupations: 73 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 95 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5619 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6814 Total stationary ticks: 135338 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 584 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 584 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 53 RESIDUAL-TOPOLOGY TRANSITION ANALYSIS ============================================================ Date/Time: 2026-07-17 11:19:25 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 6 Scenario seed: 5232186905524502075 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 94.47% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2349 Passengers seated: 226/235 Average waiting ticks: 412.04 Longest waiting passenger: P148->22D(RIGHT) Longest waiting ticks: 2308 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 10 Cluster candidates evaluated: 3 Executable cluster candidates: 1 Rejected cluster candidates: 2 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 9 Selected release potential total: 5 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1602 Regions dissolved: 2 Repeated reconstructions avoided: 1602 Largest region lifetime: 1574 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1574:occupied=9 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1520 State changes reopening evaluation: 9 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1534 Maximum occupied tiles: 11 Seat events: 111 Single-blocker events: 33 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1850 Maximum occupied tiles: 13 Seat events: 115 Single-blocker events: 25 Multiple-blocker events: 11 Temporary aisle reoccupations: 49 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1668 Reservations granted: 1665 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 7 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 11128 Longest unresolved passenger ID: 198 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 7 Longest dependency chain: P102(27G/RIGHT) -> P111(26C/RIGHT) -> P180(26D/RIGHT) -> P228(28H/RIGHT) -> P123(29E/RIGHT) -> P198(30F/RIGHT) -> P69(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 102 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 7 Total blocked ticks: 18631 Total stationary ticks: 110660 Seat-event requests: 1780 Failed seat-event starts: 1554 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 69 Critical blocker identity: P69->29C(RIGHT) Direct fan-out: 1 Total indirect descendants: 6 Critical tree size including blocker: 7 Critical tree depth: 7 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 9 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P69(29C/RIGHT/WAITING_FOR_SEAT_EVENT) P198(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P123(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P228(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P180(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P111(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P102(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1519 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1519 Rear-boundary failures: 35 Middle-bank reservation failures: 3 Active-event deferrals: 539 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1782\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1522\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 53 RESIDUAL-TOPOLOGY TRANSITION ANALYSIS ============================================================ Date/Time: 2026-07-17 11:19:25 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 6 Scenario seed: 5232186905524502075 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 94.47% OUTCOME ------- Status: SUCCESS Completed ticks: 892 Passengers seated: 235/235 Average waiting ticks: 399.84 Longest waiting passenger: P204->17E(RIGHT) Longest waiting ticks: 844 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 6 Selected release potential total: 5 Last cluster decision: RIGHT:tiles8-13:occupied=6:anchor=P172:selected=P162:directReleases=0:releasePotential=5 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 29 Regions dissolved: 2 Repeated reconstructions avoided: 29 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1534 Maximum occupied tiles: 11 Seat events: 111 Single-blocker events: 33 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1872 Maximum occupied tiles: 11 Seat events: 124 Single-blocker events: 28 Multiple-blocker events: 15 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 134 Reservations granted: 131 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3993 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4927 Total stationary ticks: 97124 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 507 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 507 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 53 RESIDUAL-TOPOLOGY TRANSITION ANALYSIS ============================================================ Date/Time: 2026-07-17 11:19:25 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 7 Scenario seed: -6941493034642023543 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 95.75% OUTCOME ------- Status: SUCCESS Completed ticks: 1320 Passengers seated: 353/353 Average waiting ticks: 603.76 Longest waiting passenger: P99->23G(LEFT) Longest waiting ticks: 1270 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3201 Maximum occupied tiles: 15 Seat events: 184 Single-blocker events: 48 Multiple-blocker events: 27 Temporary aisle reoccupations: 104 RIGHT AISLE ----------- Total moves: 2947 Maximum occupied tiles: 13 Seat events: 169 Single-blocker events: 50 Multiple-blocker events: 21 Temporary aisle reoccupations: 95 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 152 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6822 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8389 Total stationary ticks: 218685 Seat-event requests: 375 Failed seat-event starts: 22 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 864 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 22 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 864 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 53 RESIDUAL-TOPOLOGY TRANSITION ANALYSIS ============================================================ Date/Time: 2026-07-17 11:19:25 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 7 Scenario seed: -6941493034642023543 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 95.75% OUTCOME ------- Status: SUCCESS Completed ticks: 1320 Passengers seated: 353/353 Average waiting ticks: 603.79 Longest waiting passenger: P99->23G(LEFT) Longest waiting ticks: 1270 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3201 Maximum occupied tiles: 15 Seat events: 184 Single-blocker events: 48 Multiple-blocker events: 27 Temporary aisle reoccupations: 104 RIGHT AISLE ----------- Total moves: 2947 Maximum occupied tiles: 13 Seat events: 169 Single-blocker events: 50 Multiple-blocker events: 21 Temporary aisle reoccupations: 95 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 152 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6817 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8387 Total stationary ticks: 218684 Seat-event requests: 374 Failed seat-event starts: 21 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 871 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 21 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 871 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 374\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 53 RESIDUAL-TOPOLOGY TRANSITION ANALYSIS ============================================================ Date/Time: 2026-07-17 11:19:26 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 8 Scenario seed: -8554465769121675260 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 861 Passengers seated: 235/235 Average waiting ticks: 382.57 Longest waiting passenger: P23->28C(RIGHT) Longest waiting ticks: 816 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1693 Maximum occupied tiles: 14 Seat events: 114 Single-blocker events: 26 Multiple-blocker events: 13 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 1699 Maximum occupied tiles: 12 Seat events: 121 Single-blocker events: 35 Multiple-blocker events: 11 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 125 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4487 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5649 Total stationary ticks: 93738 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 539 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 539 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 53 RESIDUAL-TOPOLOGY TRANSITION ANALYSIS ============================================================ Date/Time: 2026-07-17 11:19:26 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 8 Scenario seed: -8554465769121675260 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 861 Passengers seated: 235/235 Average waiting ticks: 382.62 Longest waiting passenger: P23->28C(RIGHT) Longest waiting ticks: 816 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1693 Maximum occupied tiles: 14 Seat events: 114 Single-blocker events: 26 Multiple-blocker events: 13 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 1699 Maximum occupied tiles: 12 Seat events: 121 Single-blocker events: 35 Multiple-blocker events: 11 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 125 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4472 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5637 Total stationary ticks: 93736 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 542 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 542 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 53 RESIDUAL-TOPOLOGY TRANSITION ANALYSIS ============================================================ Date/Time: 2026-07-17 11:19:26 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 9 Scenario seed: 5225839747377591732 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1015 Passengers seated: 282/282 Average waiting ticks: 466.34 Longest waiting passenger: P68->23A(LEFT) Longest waiting ticks: 960 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2100 Maximum occupied tiles: 11 Seat events: 144 Single-blocker events: 44 Multiple-blocker events: 12 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 2256 Maximum occupied tiles: 12 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 13 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 102 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5299 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6604 Total stationary ticks: 135920 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 691 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 691 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 53 RESIDUAL-TOPOLOGY TRANSITION ANALYSIS ============================================================ Date/Time: 2026-07-17 11:19:26 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 9 Scenario seed: 5225839747377591732 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1015 Passengers seated: 282/282 Average waiting ticks: 466.34 Longest waiting passenger: P68->23A(LEFT) Longest waiting ticks: 960 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2100 Maximum occupied tiles: 11 Seat events: 144 Single-blocker events: 44 Multiple-blocker events: 12 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 2256 Maximum occupied tiles: 12 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 13 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 102 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5299 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6604 Total stationary ticks: 135920 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 691 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 691 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 53 RESIDUAL-TOPOLOGY TRANSITION ANALYSIS ============================================================ Date/Time: 2026-07-17 11:19:26 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 10 Scenario seed: 1939935009979591158 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2369 Passengers seated: 232/235 Average waiting ticks: 394.61 Longest waiting passenger: P8->28F(LEFT) Longest waiting ticks: 2299 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1636 Regions dissolved: 2 Repeated reconstructions avoided: 1636 Largest region lifetime: 1601 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1601:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1584 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 12 Seat events: 110 Single-blocker events: 30 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1757 Maximum occupied tiles: 11 Seat events: 122 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1714 Reservations granted: 1714 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 2 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4339 Longest unresolved passenger ID: 15 Longest unresolved row: 28 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 121 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 2 Total blocked ticks: 10065 Total stationary ticks: 99506 Seat-event requests: 1830 Failed seat-event starts: 1598 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 8 Critical blocker identity: P8->28F(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P8(28F/LEFT/WAITING_FOR_SEAT_EVENT) P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1587 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 3 Critical blocker required yield tiles: 29|30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 11 Rear-boundary failures: 1587 Middle-bank reservation failures: 0 Active-event deferrals: 484 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 29|30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 53 RESIDUAL-TOPOLOGY TRANSITION ANALYSIS ============================================================ Date/Time: 2026-07-17 11:19:26 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 10 Scenario seed: 1939935009979591158 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2369 Passengers seated: 232/235 Average waiting ticks: 394.60 Longest waiting passenger: P8->28F(LEFT) Longest waiting ticks: 2299 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1636 Regions dissolved: 2 Repeated reconstructions avoided: 1636 Largest region lifetime: 1601 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1601:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1584 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 12 Seat events: 110 Single-blocker events: 30 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1757 Maximum occupied tiles: 11 Seat events: 122 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1714 Reservations granted: 1714 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 2 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4349 Longest unresolved passenger ID: 15 Longest unresolved row: 28 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 121 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 2 Total blocked ticks: 10071 Total stationary ticks: 99508 Seat-event requests: 1830 Failed seat-event starts: 1598 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 8 Critical blocker identity: P8->28F(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P8(28F/LEFT/WAITING_FOR_SEAT_EVENT) P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1587 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 3 Critical blocker required yield tiles: 29|30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 11 Rear-boundary failures: 1587 Middle-bank reservation failures: 0 Active-event deferrals: 485 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 29|30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 53 RESIDUAL-TOPOLOGY TRANSITION ANALYSIS ============================================================ Date/Time: 2026-07-17 11:19:26 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 11 Scenario seed: 1252229027809620306 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 97.45% OUTCOME ------- Status: SUCCESS Completed ticks: 1280 Passengers seated: 353/353 Average waiting ticks: 583.29 Longest waiting passenger: P34->24D(LEFT) Longest waiting ticks: 1216 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3262 Maximum occupied tiles: 13 Seat events: 181 Single-blocker events: 47 Multiple-blocker events: 22 Temporary aisle reoccupations: 97 RIGHT AISLE ----------- Total moves: 2896 Maximum occupied tiles: 14 Seat events: 172 Single-blocker events: 43 Multiple-blocker events: 26 Temporary aisle reoccupations: 100 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 149 Reservations granted: 149 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8010 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9374 Total stationary ticks: 212715 Seat-event requests: 371 Failed seat-event starts: 18 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 643 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 18 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 643 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 53 RESIDUAL-TOPOLOGY TRANSITION ANALYSIS ============================================================ Date/Time: 2026-07-17 11:19:26 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 11 Scenario seed: 1252229027809620306 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 97.45% OUTCOME ------- Status: SUCCESS Completed ticks: 1280 Passengers seated: 353/353 Average waiting ticks: 583.32 Longest waiting passenger: P34->24D(LEFT) Longest waiting ticks: 1216 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3262 Maximum occupied tiles: 13 Seat events: 181 Single-blocker events: 47 Multiple-blocker events: 22 Temporary aisle reoccupations: 97 RIGHT AISLE ----------- Total moves: 2896 Maximum occupied tiles: 14 Seat events: 172 Single-blocker events: 43 Multiple-blocker events: 26 Temporary aisle reoccupations: 100 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 149 Reservations granted: 149 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7975 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9381 Total stationary ticks: 212716 Seat-event requests: 371 Failed seat-event starts: 18 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 654 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 18 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 654 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 53 RESIDUAL-TOPOLOGY TRANSITION ANALYSIS ============================================================ Date/Time: 2026-07-17 11:19:26 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 12 Scenario seed: 8187627317652047108 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 93.62% OUTCOME ------- Status: SUCCESS Completed ticks: 880 Passengers seated: 235/235 Average waiting ticks: 383.92 Longest waiting passenger: P3->11G(RIGHT) Longest waiting ticks: 827 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 29 Regions dissolved: 1 Repeated reconstructions avoided: 29 Largest region lifetime: 30 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=30 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 13 Seat events: 110 Single-blocker events: 28 Multiple-blocker events: 7 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1738 Maximum occupied tiles: 12 Seat events: 125 Single-blocker events: 35 Multiple-blocker events: 14 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 135 Reservations granted: 125 Reservations denied/waited: 10 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4421 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5748 Total stationary ticks: 94039 Seat-event requests: 241 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 646 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 10 Active-event deferrals: 646 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 53 RESIDUAL-TOPOLOGY TRANSITION ANALYSIS ============================================================ Date/Time: 2026-07-17 11:19:26 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 12 Scenario seed: 8187627317652047108 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 93.62% OUTCOME ------- Status: SUCCESS Completed ticks: 880 Passengers seated: 235/235 Average waiting ticks: 384.07 Longest waiting passenger: P3->11G(RIGHT) Longest waiting ticks: 827 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 29 Regions dissolved: 1 Repeated reconstructions avoided: 29 Largest region lifetime: 30 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=30 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 13 Seat events: 110 Single-blocker events: 28 Multiple-blocker events: 7 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1738 Maximum occupied tiles: 12 Seat events: 125 Single-blocker events: 35 Multiple-blocker events: 14 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 133 Reservations granted: 125 Reservations denied/waited: 8 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4381 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5693 Total stationary ticks: 94024 Seat-event requests: 241 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 645 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 8 Active-event deferrals: 645 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 53 RESIDUAL-TOPOLOGY TRANSITION ANALYSIS ============================================================ Date/Time: 2026-07-17 11:19:26 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 13 Scenario seed: 6351835860743924132 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 65.96% Aisle-assignment balance: 95.04% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2516 Passengers seated: 277/282 Average waiting ticks: 479.16 Longest waiting passenger: P279->31A(LEFT) Longest waiting ticks: 2446 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 0 Rejected cluster candidates: 1 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 5 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1515 Regions dissolved: 0 Repeated reconstructions avoided: 1515 Largest region lifetime: 1516 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1516:occupied=5 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1499 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2303 Maximum occupied tiles: 15 Seat events: 143 Single-blocker events: 44 Multiple-blocker events: 16 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2058 Maximum occupied tiles: 13 Seat events: 134 Single-blocker events: 36 Multiple-blocker events: 13 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 96 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5609 Longest unresolved passenger ID: 117 Longest unresolved row: 32 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 226 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14637 Total stationary ticks: 144501 Seat-event requests: 1814 Failed seat-event starts: 1537 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 111 Critical blocker identity: P111->28A(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P111(28A/LEFT/WAITING_FOR_SEAT_EVENT) P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1513 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 29|30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 117 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1513 Rear-boundary failures: 24 Middle-bank reservation failures: 1 Active-event deferrals: 702 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P279->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=925,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 29|30 Current unavailable yield tiles: 30 Current yield-tile occupants: 117 Final row-event chain: 111|117|279 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 53 RESIDUAL-TOPOLOGY TRANSITION ANALYSIS ============================================================ Date/Time: 2026-07-17 11:19:26 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 13 Scenario seed: 6351835860743924132 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 65.96% Aisle-assignment balance: 95.04% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2516 Passengers seated: 277/282 Average waiting ticks: 479.23 Longest waiting passenger: P279->31A(LEFT) Longest waiting ticks: 2446 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 0 Rejected cluster candidates: 1 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 5 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1515 Regions dissolved: 0 Repeated reconstructions avoided: 1515 Largest region lifetime: 1516 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1516:occupied=5 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1499 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2303 Maximum occupied tiles: 15 Seat events: 143 Single-blocker events: 44 Multiple-blocker events: 16 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2058 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 36 Multiple-blocker events: 13 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 96 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5567 Longest unresolved passenger ID: 117 Longest unresolved row: 32 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 226 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14536 Total stationary ticks: 144436 Seat-event requests: 1814 Failed seat-event starts: 1537 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 111 Critical blocker identity: P111->28A(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P111(28A/LEFT/WAITING_FOR_SEAT_EVENT) P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1513 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 29|30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 117 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1513 Rear-boundary failures: 24 Middle-bank reservation failures: 1 Active-event deferrals: 689 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P279->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=933,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 29|30 Current unavailable yield tiles: 30 Current yield-tile occupants: 117 Final row-event chain: 111|117|279 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 53 RESIDUAL-TOPOLOGY TRANSITION ANALYSIS ============================================================ Date/Time: 2026-07-17 11:19:26 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 14 Scenario seed: -8658915343845013000 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 995 Passengers seated: 282/282 Average waiting ticks: 460.22 Longest waiting passenger: P218->6F(RIGHT) Longest waiting ticks: 951 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2250 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 38 Multiple-blocker events: 11 Temporary aisle reoccupations: 60 RIGHT AISLE ----------- Total moves: 2145 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 42 Multiple-blocker events: 17 Temporary aisle reoccupations: 76 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 98 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5688 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7053 Total stationary ticks: 134674 Seat-event requests: 287 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 657 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 657 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 53 RESIDUAL-TOPOLOGY TRANSITION ANALYSIS ============================================================ Date/Time: 2026-07-17 11:19:26 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 14 Scenario seed: -8658915343845013000 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 995 Passengers seated: 282/282 Average waiting ticks: 460.18 Longest waiting passenger: P218->6F(RIGHT) Longest waiting ticks: 951 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2250 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 38 Multiple-blocker events: 11 Temporary aisle reoccupations: 60 RIGHT AISLE ----------- Total moves: 2145 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 42 Multiple-blocker events: 17 Temporary aisle reoccupations: 76 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 98 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5713 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7065 Total stationary ticks: 134676 Seat-event requests: 287 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 656 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 656 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 53 RESIDUAL-TOPOLOGY TRANSITION ANALYSIS ============================================================ Date/Time: 2026-07-17 11:19:26 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 15 Scenario seed: 5673179910411321410 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 462.27 Longest waiting passenger: P21->16E(RIGHT) Longest waiting ticks: 953 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2199 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 41 Multiple-blocker events: 20 Temporary aisle reoccupations: 81 RIGHT AISLE ----------- Total moves: 2185 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 39 Multiple-blocker events: 16 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 96 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5393 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6898 Total stationary ticks: 134958 Seat-event requests: 301 Failed seat-event starts: 19 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 714 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 19 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 714 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 53 RESIDUAL-TOPOLOGY TRANSITION ANALYSIS ============================================================ Date/Time: 2026-07-17 11:19:26 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 15 Scenario seed: 5673179910411321410 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 462.25 Longest waiting passenger: P21->16E(RIGHT) Longest waiting ticks: 953 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2199 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 41 Multiple-blocker events: 20 Temporary aisle reoccupations: 81 RIGHT AISLE ----------- Total moves: 2185 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 39 Multiple-blocker events: 16 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 96 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5398 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6898 Total stationary ticks: 134958 Seat-event requests: 301 Failed seat-event starts: 19 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 709 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 19 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 709 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 53 RESIDUAL-TOPOLOGY TRANSITION ANALYSIS ============================================================ Date/Time: 2026-07-17 11:19:26 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 16 Scenario seed: 6658752785952583458 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1052 Passengers seated: 282/282 Average waiting ticks: 468.96 Longest waiting passenger: P181->4E(LEFT) Longest waiting ticks: 999 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 14 Regions dissolved: 1 Repeated reconstructions avoided: 14 Largest region lifetime: 15 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=15 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2277 Maximum occupied tiles: 12 Seat events: 148 Single-blocker events: 45 Multiple-blocker events: 21 Temporary aisle reoccupations: 87 RIGHT AISLE ----------- Total moves: 2045 Maximum occupied tiles: 11 Seat events: 134 Single-blocker events: 34 Multiple-blocker events: 11 Temporary aisle reoccupations: 56 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 97 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5574 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6661 Total stationary ticks: 136880 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 528 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 528 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 53 RESIDUAL-TOPOLOGY TRANSITION ANALYSIS ============================================================ Date/Time: 2026-07-17 11:19:26 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 16 Scenario seed: 6658752785952583458 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1052 Passengers seated: 282/282 Average waiting ticks: 468.97 Longest waiting passenger: P181->4E(LEFT) Longest waiting ticks: 999 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 14 Regions dissolved: 1 Repeated reconstructions avoided: 14 Largest region lifetime: 15 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=15 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2277 Maximum occupied tiles: 12 Seat events: 148 Single-blocker events: 45 Multiple-blocker events: 21 Temporary aisle reoccupations: 87 RIGHT AISLE ----------- Total moves: 2045 Maximum occupied tiles: 11 Seat events: 134 Single-blocker events: 34 Multiple-blocker events: 11 Temporary aisle reoccupations: 56 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 97 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5574 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6655 Total stationary ticks: 136878 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 527 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 527 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 53 RESIDUAL-TOPOLOGY TRANSITION ANALYSIS ============================================================ Date/Time: 2026-07-17 11:19:26 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 17 Scenario seed: -218671498343752214 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.16% OUTCOME ------- Status: SUCCESS Completed ticks: 1029 Passengers seated: 282/282 Average waiting ticks: 464.66 Longest waiting passenger: P242->27G(RIGHT) Longest waiting ticks: 976 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 4 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 22 Regions dissolved: 2 Repeated reconstructions avoided: 22 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2178 Maximum occupied tiles: 12 Seat events: 137 Single-blocker events: 44 Multiple-blocker events: 14 Temporary aisle reoccupations: 72 RIGHT AISLE ----------- Total moves: 2204 Maximum occupied tiles: 12 Seat events: 145 Single-blocker events: 38 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 96 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5622 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6765 Total stationary ticks: 135723 Seat-event requests: 299 Failed seat-event starts: 17 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 557 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 17 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 557 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 53 RESIDUAL-TOPOLOGY TRANSITION ANALYSIS ============================================================ Date/Time: 2026-07-17 11:19:26 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 17 Scenario seed: -218671498343752214 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.16% OUTCOME ------- Status: SUCCESS Completed ticks: 1029 Passengers seated: 282/282 Average waiting ticks: 464.69 Longest waiting passenger: P242->27G(RIGHT) Longest waiting ticks: 976 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 4 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 22 Regions dissolved: 2 Repeated reconstructions avoided: 22 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2178 Maximum occupied tiles: 12 Seat events: 137 Single-blocker events: 44 Multiple-blocker events: 14 Temporary aisle reoccupations: 72 RIGHT AISLE ----------- Total moves: 2204 Maximum occupied tiles: 12 Seat events: 145 Single-blocker events: 38 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 96 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5612 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6786 Total stationary ticks: 135730 Seat-event requests: 299 Failed seat-event starts: 17 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 574 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 17 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 574 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 53 RESIDUAL-TOPOLOGY TRANSITION ANALYSIS ============================================================ Date/Time: 2026-07-17 11:19:26 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 18 Scenario seed: -8332752414533420411 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.34% Aisle-assignment balance: 99.15% OUTCOME ------- Status: SUCCESS Completed ticks: 1259 Passengers seated: 353/353 Average waiting ticks: 593.34 Longest waiting passenger: P150->11H(RIGHT) Longest waiting ticks: 1209 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3172 Maximum occupied tiles: 16 Seat events: 175 Single-blocker events: 42 Multiple-blocker events: 24 Temporary aisle reoccupations: 95 RIGHT AISLE ----------- Total moves: 2985 Maximum occupied tiles: 13 Seat events: 178 Single-blocker events: 55 Multiple-blocker events: 26 Temporary aisle reoccupations: 113 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 148 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7954 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9621 Total stationary ticks: 216298 Seat-event requests: 380 Failed seat-event starts: 27 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 784 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 27 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 784 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 53 RESIDUAL-TOPOLOGY TRANSITION ANALYSIS ============================================================ Date/Time: 2026-07-17 11:19:26 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 18 Scenario seed: -8332752414533420411 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.34% Aisle-assignment balance: 99.15% OUTCOME ------- Status: SUCCESS Completed ticks: 1259 Passengers seated: 353/353 Average waiting ticks: 593.34 Longest waiting passenger: P150->11H(RIGHT) Longest waiting ticks: 1209 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3172 Maximum occupied tiles: 16 Seat events: 175 Single-blocker events: 42 Multiple-blocker events: 24 Temporary aisle reoccupations: 95 RIGHT AISLE ----------- Total moves: 2985 Maximum occupied tiles: 13 Seat events: 178 Single-blocker events: 55 Multiple-blocker events: 26 Temporary aisle reoccupations: 113 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 148 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7954 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9621 Total stationary ticks: 216298 Seat-event requests: 380 Failed seat-event starts: 27 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 784 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 27 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 784 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 53 RESIDUAL-TOPOLOGY TRANSITION ANALYSIS ============================================================ Date/Time: 2026-07-17 11:19:26 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 19 Scenario seed: 5866349045608257533 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2347 Passengers seated: 230/235 Average waiting ticks: 400.83 Longest waiting passenger: P105->29D(RIGHT) Longest waiting ticks: 2279 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 6 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 6 Selected release potential total: 9 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1613 Regions dissolved: 2 Repeated reconstructions avoided: 1613 Largest region lifetime: 1570 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1570:occupied=5 Confirmation deferral ticks: 6 Regions reaching confirmation: 3 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1549 State changes reopening evaluation: 3 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1684 Maximum occupied tiles: 13 Seat events: 120 Single-blocker events: 26 Multiple-blocker events: 20 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 1708 Maximum occupied tiles: 12 Seat events: 110 Single-blocker events: 29 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1708 Reservations granted: 1708 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 4 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 6675 Longest unresolved passenger ID: 128 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 5 Longest dependency chain: P170(27E/RIGHT) -> P33(30G/RIGHT) -> P155(28G/RIGHT) -> P128(30F/RIGHT) -> P105(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 170 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 4 Total blocked ticks: 13109 Total stationary ticks: 103859 Seat-event requests: 1828 Failed seat-event starts: 1598 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 105 Critical blocker identity: P105->29D(RIGHT) Direct fan-out: 1 Total indirect descendants: 4 Critical tree size including blocker: 5 Critical tree depth: 5 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P105(29D/RIGHT/WAITING_FOR_SEAT_EVENT) P128(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P155(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P33(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P170(27E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1569 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 29 Rear-boundary failures: 1569 Middle-bank reservation failures: 0 Active-event deferrals: 562 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1826\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 53 RESIDUAL-TOPOLOGY TRANSITION ANALYSIS ============================================================ Date/Time: 2026-07-17 11:19:26 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 19 Scenario seed: 5866349045608257533 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 845 Passengers seated: 235/235 Average waiting ticks: 394.17 Longest waiting passenger: P133->5B(LEFT) Longest waiting ticks: 814 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 4 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 6 Selected release potential total: 9 Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P15:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 44 Regions dissolved: 2 Repeated reconstructions avoided: 44 Largest region lifetime: 34 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=12 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1684 Maximum occupied tiles: 13 Seat events: 120 Single-blocker events: 26 Multiple-blocker events: 20 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 1717 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 30 Multiple-blocker events: 13 Temporary aisle reoccupations: 58 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 142 Reservations granted: 142 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4251 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5354 Total stationary ticks: 96093 Seat-event requests: 264 Failed seat-event starts: 29 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 557 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 29 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 557 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 262\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 53 RESIDUAL-TOPOLOGY TRANSITION ANALYSIS ============================================================ Date/Time: 2026-07-17 11:19:26 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 20 Scenario seed: 3658999535626094423 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: SUCCESS Completed ticks: 845 Passengers seated: 235/235 Average waiting ticks: 383.63 Longest waiting passenger: P59->4F(RIGHT) Longest waiting ticks: 835 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 25 Regions dissolved: 2 Repeated reconstructions avoided: 25 Largest region lifetime: 19 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=19 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1732 Maximum occupied tiles: 11 Seat events: 113 Single-blocker events: 37 Multiple-blocker events: 8 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1701 Maximum occupied tiles: 13 Seat events: 122 Single-blocker events: 27 Multiple-blocker events: 16 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 127 Reservations granted: 127 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4587 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5751 Total stationary ticks: 94043 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 587 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 587 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 53 RESIDUAL-TOPOLOGY TRANSITION ANALYSIS ============================================================ Date/Time: 2026-07-17 11:19:26 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 20 Scenario seed: 3658999535626094423 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: SUCCESS Completed ticks: 845 Passengers seated: 235/235 Average waiting ticks: 383.62 Longest waiting passenger: P59->4F(RIGHT) Longest waiting ticks: 835 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 25 Regions dissolved: 2 Repeated reconstructions avoided: 25 Largest region lifetime: 19 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=19 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1732 Maximum occupied tiles: 11 Seat events: 113 Single-blocker events: 37 Multiple-blocker events: 8 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1701 Maximum occupied tiles: 13 Seat events: 122 Single-blocker events: 27 Multiple-blocker events: 16 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 127 Reservations granted: 127 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4592 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5750 Total stationary ticks: 94042 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 583 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 583 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 53 RESIDUAL-TOPOLOGY TRANSITION ANALYSIS ============================================================ Date/Time: 2026-07-17 11:19:26 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 21 Scenario seed: 1778985705851435071 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1007 Passengers seated: 282/282 Average waiting ticks: 462.32 Longest waiting passenger: P199->4E(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 3 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 8 Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 49 Regions dissolved: 2 Repeated reconstructions avoided: 49 Largest region lifetime: 35 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=35 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2228 Maximum occupied tiles: 13 Seat events: 144 Single-blocker events: 35 Multiple-blocker events: 10 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 2144 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 37 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 103 Reservations granted: 103 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5798 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7265 Total stationary ticks: 135403 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 719 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 719 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 53 RESIDUAL-TOPOLOGY TRANSITION ANALYSIS ============================================================ Date/Time: 2026-07-17 11:19:26 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 21 Scenario seed: 1778985705851435071 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1007 Passengers seated: 282/282 Average waiting ticks: 462.32 Longest waiting passenger: P199->4E(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 3 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 8 Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 49 Regions dissolved: 2 Repeated reconstructions avoided: 49 Largest region lifetime: 35 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=35 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2228 Maximum occupied tiles: 13 Seat events: 144 Single-blocker events: 35 Multiple-blocker events: 10 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 2144 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 37 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 103 Reservations granted: 103 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5798 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7265 Total stationary ticks: 135403 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 719 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 719 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 53 RESIDUAL-TOPOLOGY TRANSITION ANALYSIS ============================================================ Date/Time: 2026-07-17 11:19:26 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 22 Scenario seed: 4203521108576778203 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.14% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2482 Passengers seated: 270/282 Average waiting ticks: 472.84 Longest waiting passenger: P277->30F(LEFT) Longest waiting ticks: 2442 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 13 Cluster candidates evaluated: 14 Executable cluster candidates: 1 Rejected cluster candidates: 13 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 12 Selected release potential total: 2 Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1645 Regions dissolved: 1 Repeated reconstructions avoided: 1645 Largest region lifetime: 1638 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1638:occupied=12 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1562 State changes reopening evaluation: 12 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2166 Maximum occupied tiles: 17 Seat events: 132 Single-blocker events: 38 Multiple-blocker events: 13 Temporary aisle reoccupations: 64 RIGHT AISLE ----------- Total moves: 2158 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 18 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1758 Reservations granted: 1751 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 10 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 16258 Longest unresolved passenger ID: 48 Longest unresolved row: 31 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 11 Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 75 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 10 Total blocked ticks: 26140 Total stationary ticks: 153459 Seat-event requests: 1940 Failed seat-event starts: 1670 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 277 Critical blocker identity: P277->30F(LEFT) Direct fan-out: 1 Total indirect descendants: 10 Critical tree size including blocker: 11 Critical tree depth: 11 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 12 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P277(30F/LEFT/WAITING_FOR_SEAT_EVENT) P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1669 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 31|32 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: 48 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1669 Rear-boundary failures: 1 Middle-bank reservation failures: 7 Active-event deferrals: 1100 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P48->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 31|32 Current unavailable yield tiles: 31 Current yield-tile occupants: 48 Final row-event chain: 277|48 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 53 RESIDUAL-TOPOLOGY TRANSITION ANALYSIS ============================================================ Date/Time: 2026-07-17 11:19:26 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 22 Scenario seed: 4203521108576778203 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.14% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2482 Passengers seated: 270/282 Average waiting ticks: 472.87 Longest waiting passenger: P277->30F(LEFT) Longest waiting ticks: 2442 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 11 Cluster candidates evaluated: 12 Executable cluster candidates: 1 Rejected cluster candidates: 11 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 12 Selected release potential total: 2 Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1645 Regions dissolved: 1 Repeated reconstructions avoided: 1645 Largest region lifetime: 1638 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1638:occupied=12 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1564 State changes reopening evaluation: 10 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2166 Maximum occupied tiles: 17 Seat events: 132 Single-blocker events: 38 Multiple-blocker events: 13 Temporary aisle reoccupations: 64 RIGHT AISLE ----------- Total moves: 2158 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 18 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1758 Reservations granted: 1751 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 10 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 16243 Longest unresolved passenger ID: 48 Longest unresolved row: 31 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 11 Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 75 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 10 Total blocked ticks: 26119 Total stationary ticks: 153453 Seat-event requests: 1940 Failed seat-event starts: 1670 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 277 Critical blocker identity: P277->30F(LEFT) Direct fan-out: 1 Total indirect descendants: 10 Critical tree size including blocker: 11 Critical tree depth: 11 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 12 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P277(30F/LEFT/WAITING_FOR_SEAT_EVENT) P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1669 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 31|32 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: 48 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1669 Rear-boundary failures: 1 Middle-bank reservation failures: 7 Active-event deferrals: 1095 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P48->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 31|32 Current unavailable yield tiles: 31 Current yield-tile occupants: 48 Final row-event chain: 277|48 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 53 RESIDUAL-TOPOLOGY TRANSITION ANALYSIS ============================================================ Date/Time: 2026-07-17 11:19:26 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 23 Scenario seed: -3947160987031988780 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2313 Passengers seated: 230/235 Average waiting ticks: 405.99 Longest waiting passenger: P174->17F(LEFT) Longest waiting ticks: 2271 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=11 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1769 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 21 Multiple-blocker events: 9 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1662 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 30 Multiple-blocker events: 14 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1615 Reservations granted: 1615 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 6610 Longest unresolved passenger ID: 206 Longest unresolved row: 26 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 206 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 13157 Total stationary ticks: 100829 Seat-event requests: 1735 Failed seat-event starts: 1505 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 29 Critical blocker identity: P29->21A(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P29(21A/LEFT/WAITING_FOR_SEAT_EVENT) P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1505 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 3 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1505 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_SPACE_AVAILABLE Final snapshot prerequisite: YIELD_SPACE_AVAILABLE Current required blockers: 1 Current required yield tiles: 22 Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: YIELD_SPACE_AVAILABLE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 53 RESIDUAL-TOPOLOGY TRANSITION ANALYSIS ============================================================ Date/Time: 2026-07-17 11:19:27 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 23 Scenario seed: -3947160987031988780 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2313 Passengers seated: 230/235 Average waiting ticks: 405.99 Longest waiting passenger: P174->17F(LEFT) Longest waiting ticks: 2271 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=11 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1769 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 21 Multiple-blocker events: 9 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1662 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 30 Multiple-blocker events: 14 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1615 Reservations granted: 1615 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 6610 Longest unresolved passenger ID: 206 Longest unresolved row: 26 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 206 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 13157 Total stationary ticks: 100829 Seat-event requests: 1735 Failed seat-event starts: 1505 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 29 Critical blocker identity: P29->21A(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P29(21A/LEFT/WAITING_FOR_SEAT_EVENT) P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1505 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 3 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1505 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_SPACE_AVAILABLE Final snapshot prerequisite: YIELD_SPACE_AVAILABLE Current required blockers: 1 Current required yield tiles: 22 Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: YIELD_SPACE_AVAILABLE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 53 RESIDUAL-TOPOLOGY TRANSITION ANALYSIS ============================================================ Date/Time: 2026-07-17 11:19:27 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 24 Scenario seed: 4419539434258219231 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2333 Passengers seated: 233/235 Average waiting ticks: 387.31 Longest waiting passenger: P149->29D(RIGHT) Longest waiting ticks: 2259 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1678 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1737 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 24 Multiple-blocker events: 11 Temporary aisle reoccupations: 46 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1650 Reservations granted: 1646 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4313 Longest unresolved passenger ID: 20 Longest unresolved row: 29 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 20 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 8439 Total stationary ticks: 96156 Seat-event requests: 1764 Failed seat-event starts: 1531 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 149 Critical blocker identity: P149->29D(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT) P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1526 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 5 Rear-boundary failures: 1526 Middle-bank reservation failures: 4 Active-event deferrals: 545 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 53 RESIDUAL-TOPOLOGY TRANSITION ANALYSIS ============================================================ Date/Time: 2026-07-17 11:19:27 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 24 Scenario seed: 4419539434258219231 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2333 Passengers seated: 233/235 Average waiting ticks: 387.32 Longest waiting passenger: P149->29D(RIGHT) Longest waiting ticks: 2259 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1678 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1737 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 24 Multiple-blocker events: 11 Temporary aisle reoccupations: 46 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1650 Reservations granted: 1646 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4308 Longest unresolved passenger ID: 20 Longest unresolved row: 29 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 20 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 8438 Total stationary ticks: 96155 Seat-event requests: 1764 Failed seat-event starts: 1531 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 149 Critical blocker identity: P149->29D(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT) P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1526 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 5 Rear-boundary failures: 1526 Middle-bank reservation failures: 4 Active-event deferrals: 546 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 53 RESIDUAL-TOPOLOGY TRANSITION ANALYSIS ============================================================ Date/Time: 2026-07-17 11:19:27 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 25 Scenario seed: 6293055855285553556 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 94.47% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2324 Passengers seated: 225/235 Average waiting ticks: 403.89 Longest waiting passenger: P83->29H(RIGHT) Longest waiting ticks: 2280 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 11 Cluster candidates evaluated: 12 Executable cluster candidates: 1 Rejected cluster candidates: 11 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 10 Selected release potential total: 2 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1684 Regions dissolved: 1 Repeated reconstructions avoided: 1684 Largest region lifetime: 1673 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1673:occupied=10 Confirmation deferral ticks: 3 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1540 State changes reopening evaluation: 10 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1568 Maximum occupied tiles: 12 Seat events: 111 Single-blocker events: 38 Multiple-blocker events: 5 Temporary aisle reoccupations: 50 RIGHT AISLE ----------- Total moves: 1823 Maximum occupied tiles: 16 Seat events: 114 Single-blocker events: 32 Multiple-blocker events: 10 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 122 Reservations granted: 120 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 8 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 12770 Longest unresolved passenger ID: 219 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 9 Longest dependency chain: P122(28F/RIGHT) -> P197(26G/RIGHT) -> P3(24H/RIGHT) -> P109(27C/RIGHT) -> P38(26C/RIGHT) -> P207(28H/RIGHT) -> P15(30H/RIGHT) -> P219(30G/RIGHT) -> P83(29H/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 122 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 8 Total blocked ticks: 20545 Total stationary ticks: 110417 Seat-event requests: 1790 Failed seat-event starts: 1565 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 83 Critical blocker identity: P83->29H(RIGHT) Direct fan-out: 1 Total indirect descendants: 8 Critical tree size including blocker: 9 Critical tree depth: 9 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 10 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P83(29H/RIGHT/WAITING_FOR_SEAT_EVENT) P219(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P15(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P207(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P38(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P109(27C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P3(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P197(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P122(28F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1565 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 123 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1565 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 677 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[123]: P123(30D/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P123->30D(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P123{seat=30D,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=623,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 30 Current unavailable yield tiles: 30 Current yield-tile occupants: 123 Final row-event chain: 83|123 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1791\nPrecedence substitutions made: 0\nDependency chains followed: 1555\nBlocked by waiting-row occupant: 1555\nSubstituted events started: 1\nOccupied-space rejections: 1566\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 53 RESIDUAL-TOPOLOGY TRANSITION ANALYSIS ============================================================ Date/Time: 2026-07-17 11:19:27 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 25 Scenario seed: 6293055855285553556 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 94.47% OUTCOME ------- Status: SUCCESS Completed ticks: 891 Passengers seated: 235/235 Average waiting ticks: 391.23 Longest waiting passenger: P122->28F(RIGHT) Longest waiting ticks: 823 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles8-10:occupied=3:anchor=P58:selected=P45:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1568 Maximum occupied tiles: 12 Seat events: 111 Single-blocker events: 37 Multiple-blocker events: 6 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 1846 Maximum occupied tiles: 12 Seat events: 124 Single-blocker events: 37 Multiple-blocker events: 12 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 125 Reservations granted: 123 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4149 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5109 Total stationary ticks: 95294 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 493 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 493 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 53 RESIDUAL-TOPOLOGY TRANSITION ANALYSIS ============================================================ Date/Time: 2026-07-17 11:19:27 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 26 Scenario seed: -9074491549561652642 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 989 Passengers seated: 282/282 Average waiting ticks: 460.29 Longest waiting passenger: P129->11D(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2133 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 48 Multiple-blocker events: 11 Temporary aisle reoccupations: 70 RIGHT AISLE ----------- Total moves: 2221 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 42 Multiple-blocker events: 9 Temporary aisle reoccupations: 60 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 98 Reservations granted: 94 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5689 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6912 Total stationary ticks: 134633 Seat-event requests: 288 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 593 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 593 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 53 RESIDUAL-TOPOLOGY TRANSITION ANALYSIS ============================================================ Date/Time: 2026-07-17 11:19:27 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 26 Scenario seed: -9074491549561652642 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 989 Passengers seated: 282/282 Average waiting ticks: 460.30 Longest waiting passenger: P129->11D(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2133 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 48 Multiple-blocker events: 11 Temporary aisle reoccupations: 70 RIGHT AISLE ----------- Total moves: 2221 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 42 Multiple-blocker events: 9 Temporary aisle reoccupations: 60 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 98 Reservations granted: 94 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5694 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6912 Total stationary ticks: 134633 Seat-event requests: 288 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 595 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 595 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 53 RESIDUAL-TOPOLOGY TRANSITION ANALYSIS ============================================================ Date/Time: 2026-07-17 11:19:27 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 27 Scenario seed: -9036946652584501975 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2336 Passengers seated: 229/235 Average waiting ticks: 417.88 Longest waiting passenger: P71->8C(RIGHT) Longest waiting ticks: 2318 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1532 Regions dissolved: 1 Repeated reconstructions avoided: 1532 Largest region lifetime: 1521 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1521:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1518 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1681 Maximum occupied tiles: 12 Seat events: 117 Single-blocker events: 32 Multiple-blocker events: 11 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1689 Maximum occupied tiles: 11 Seat events: 112 Single-blocker events: 29 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1651 Reservations granted: 1647 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 5160 Longest unresolved passenger ID: 129 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 186 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14019 Total stationary ticks: 105901 Seat-event requests: 1762 Failed seat-event starts: 1533 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 71 Critical blocker identity: P71->8C(RIGHT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 6 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT) P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1533 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 9|10|11 Critical blocker unavailable yield tiles: 11 Critical blocker yield-tile occupants: 129 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1533 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 512 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P78->12H(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 9|10|11 Current unavailable yield tiles: 11 Current yield-tile occupants: 129 Final row-event chain: 71|129|78 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 53 RESIDUAL-TOPOLOGY TRANSITION ANALYSIS ============================================================ Date/Time: 2026-07-17 11:19:27 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 27 Scenario seed: -9036946652584501975 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2336 Passengers seated: 229/235 Average waiting ticks: 417.88 Longest waiting passenger: P71->8C(RIGHT) Longest waiting ticks: 2318 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1532 Regions dissolved: 1 Repeated reconstructions avoided: 1532 Largest region lifetime: 1521 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1521:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1518 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1681 Maximum occupied tiles: 12 Seat events: 117 Single-blocker events: 32 Multiple-blocker events: 11 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1689 Maximum occupied tiles: 11 Seat events: 112 Single-blocker events: 29 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1651 Reservations granted: 1647 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 5160 Longest unresolved passenger ID: 129 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 186 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14019 Total stationary ticks: 105901 Seat-event requests: 1762 Failed seat-event starts: 1533 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 71 Critical blocker identity: P71->8C(RIGHT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 6 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT) P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1533 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 9|10|11 Critical blocker unavailable yield tiles: 11 Critical blocker yield-tile occupants: 129 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1533 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 512 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P78->12H(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 9|10|11 Current unavailable yield tiles: 11 Current yield-tile occupants: 129 Final row-event chain: 71|129|78 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 53 RESIDUAL-TOPOLOGY TRANSITION ANALYSIS ============================================================ Date/Time: 2026-07-17 11:19:27 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 28 Scenario seed: 3854657311787069719 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 99.57% OUTCOME ------- Status: SUCCESS Completed ticks: 846 Passengers seated: 235/235 Average waiting ticks: 387.29 Longest waiting passenger: P209->24H(RIGHT) Longest waiting ticks: 791 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 17 Regions dissolved: 1 Repeated reconstructions avoided: 17 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=18 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1630 Maximum occupied tiles: 11 Seat events: 117 Single-blocker events: 29 Multiple-blocker events: 8 Temporary aisle reoccupations: 46 RIGHT AISLE ----------- Total moves: 1792 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 34 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 130 Reservations granted: 128 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4304 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5385 Total stationary ticks: 94620 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 509 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 509 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 53 RESIDUAL-TOPOLOGY TRANSITION ANALYSIS ============================================================ Date/Time: 2026-07-17 11:19:27 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 28 Scenario seed: 3854657311787069719 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 99.57% OUTCOME ------- Status: SUCCESS Completed ticks: 846 Passengers seated: 235/235 Average waiting ticks: 387.29 Longest waiting passenger: P209->24H(RIGHT) Longest waiting ticks: 791 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 17 Regions dissolved: 1 Repeated reconstructions avoided: 17 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=18 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1630 Maximum occupied tiles: 11 Seat events: 117 Single-blocker events: 29 Multiple-blocker events: 8 Temporary aisle reoccupations: 46 RIGHT AISLE ----------- Total moves: 1792 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 34 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 130 Reservations granted: 128 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4303 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5384 Total stationary ticks: 94620 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 509 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 509 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 53 RESIDUAL-TOPOLOGY TRANSITION ANALYSIS ============================================================ Date/Time: 2026-07-17 11:19:27 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 29 Scenario seed: -4567754299527007339 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 91.06% OUTCOME ------- Status: SUCCESS Completed ticks: 902 Passengers seated: 235/235 Average waiting ticks: 390.21 Longest waiting passenger: P72->10D(LEFT) Longest waiting ticks: 865 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 21 Regions dissolved: 1 Repeated reconstructions avoided: 21 Largest region lifetime: 22 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=22 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1777 Maximum occupied tiles: 11 Seat events: 128 Single-blocker events: 25 Multiple-blocker events: 19 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 1611 Maximum occupied tiles: 11 Seat events: 107 Single-blocker events: 31 Multiple-blocker events: 4 Temporary aisle reoccupations: 39 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 128 Reservations granted: 125 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4209 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5267 Total stationary ticks: 95173 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 540 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 53 RESIDUAL-TOPOLOGY TRANSITION ANALYSIS ============================================================ Date/Time: 2026-07-17 11:19:27 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 29 Scenario seed: -4567754299527007339 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 91.06% OUTCOME ------- Status: SUCCESS Completed ticks: 902 Passengers seated: 235/235 Average waiting ticks: 390.21 Longest waiting passenger: P72->10D(LEFT) Longest waiting ticks: 865 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 21 Regions dissolved: 1 Repeated reconstructions avoided: 21 Largest region lifetime: 22 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=22 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1777 Maximum occupied tiles: 11 Seat events: 128 Single-blocker events: 25 Multiple-blocker events: 19 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 1611 Maximum occupied tiles: 11 Seat events: 107 Single-blocker events: 31 Multiple-blocker events: 4 Temporary aisle reoccupations: 39 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 128 Reservations granted: 125 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4209 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5267 Total stationary ticks: 95173 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 540 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 53 RESIDUAL-TOPOLOGY TRANSITION ANALYSIS ============================================================ Date/Time: 2026-07-17 11:19:27 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 30 Scenario seed: 3367915316291643157 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 869 Passengers seated: 235/235 Average waiting ticks: 394.64 Longest waiting passenger: P74->3A(LEFT) Longest waiting ticks: 817 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1723 Maximum occupied tiles: 11 Seat events: 119 Single-blocker events: 29 Multiple-blocker events: 14 Temporary aisle reoccupations: 61 RIGHT AISLE ----------- Total moves: 1665 Maximum occupied tiles: 11 Seat events: 116 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 124 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3914 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5047 Total stationary ticks: 95938 Seat-event requests: 243 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 572 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 7 Active-event deferrals: 572 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 53 RESIDUAL-TOPOLOGY TRANSITION ANALYSIS ============================================================ Date/Time: 2026-07-17 11:19:27 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 30 Scenario seed: 3367915316291643157 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 869 Passengers seated: 235/235 Average waiting ticks: 394.64 Longest waiting passenger: P74->3A(LEFT) Longest waiting ticks: 817 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1723 Maximum occupied tiles: 11 Seat events: 119 Single-blocker events: 29 Multiple-blocker events: 14 Temporary aisle reoccupations: 61 RIGHT AISLE ----------- Total moves: 1665 Maximum occupied tiles: 11 Seat events: 116 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 124 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3914 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5047 Total stationary ticks: 95938 Seat-event requests: 243 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 572 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 7 Active-event deferrals: 572 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n ************************************************************ BATCH EXPERIMENT SUMMARY RESEARCH EXPERIMENT 53 RESIDUAL-TOPOLOGY TRANSITION ANALYSIS ************************************************************ Experiment seed: 9783790101901 Scenarios executed: 60 Successful completions: 43 Incomplete/MAX_TICKS: 17 Average completed ticks: 1391.40 Average waiting ticks: 460.32 ************************************************************ ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 54 SUCCESSFUL TRANSITION SIGNATURE CATALOGUE ============================================================ Date/Time: 2026-07-17 11:29:38 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 1 Scenario seed: 3055370766012738473 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 842 Passengers seated: 235/235 Average waiting ticks: 381.71 Longest waiting passenger: P14->4G(RIGHT) Longest waiting ticks: 802 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 31 Regions dissolved: 3 Repeated reconstructions avoided: 31 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 0 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1605 Maximum occupied tiles: 13 Seat events: 114 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 56 RIGHT AISLE ----------- Total moves: 1759 Maximum occupied tiles: 13 Seat events: 121 Single-blocker events: 28 Multiple-blocker events: 11 Temporary aisle reoccupations: 53 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 129 Reservations granted: 129 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4378 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5526 Total stationary ticks: 93373 Seat-event requests: 249 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 592 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 592 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 54 SUCCESSFUL TRANSITION SIGNATURE CATALOGUE ============================================================ Date/Time: 2026-07-17 11:29:38 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 1 Scenario seed: 3055370766012738473 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 842 Passengers seated: 235/235 Average waiting ticks: 381.71 Longest waiting passenger: P14->4G(RIGHT) Longest waiting ticks: 802 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 31 Regions dissolved: 3 Repeated reconstructions avoided: 31 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 0 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1605 Maximum occupied tiles: 13 Seat events: 114 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 56 RIGHT AISLE ----------- Total moves: 1759 Maximum occupied tiles: 13 Seat events: 121 Single-blocker events: 28 Multiple-blocker events: 11 Temporary aisle reoccupations: 53 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 129 Reservations granted: 129 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4378 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5526 Total stationary ticks: 93373 Seat-event requests: 249 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 592 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 592 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 54 SUCCESSFUL TRANSITION SIGNATURE CATALOGUE ============================================================ Date/Time: 2026-07-17 11:29:38 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 2 Scenario seed: -5861873949581201790 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 461.78 Longest waiting passenger: P176->13G(RIGHT) Longest waiting ticks: 940 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2124 Maximum occupied tiles: 12 Seat events: 140 Single-blocker events: 52 Multiple-blocker events: 12 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2238 Maximum occupied tiles: 13 Seat events: 142 Single-blocker events: 33 Multiple-blocker events: 24 Temporary aisle reoccupations: 81 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 99 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5604 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6986 Total stationary ticks: 134989 Seat-event requests: 296 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 657 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 657 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 54 SUCCESSFUL TRANSITION SIGNATURE CATALOGUE ============================================================ Date/Time: 2026-07-17 11:29:38 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 2 Scenario seed: -5861873949581201790 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 461.78 Longest waiting passenger: P176->13G(RIGHT) Longest waiting ticks: 940 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2124 Maximum occupied tiles: 12 Seat events: 140 Single-blocker events: 52 Multiple-blocker events: 12 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2238 Maximum occupied tiles: 13 Seat events: 142 Single-blocker events: 33 Multiple-blocker events: 24 Temporary aisle reoccupations: 81 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 99 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5604 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6986 Total stationary ticks: 134989 Seat-event requests: 296 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 657 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 657 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 54 SUCCESSFUL TRANSITION SIGNATURE CATALOGUE ============================================================ Date/Time: 2026-07-17 11:29:38 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 3 Scenario seed: 6413959567787430862 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 99.72% OUTCOME ------- Status: SUCCESS Completed ticks: 1255 Passengers seated: 353/353 Average waiting ticks: 584.28 Longest waiting passenger: P110->21D(LEFT) Longest waiting ticks: 1200 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 51 Regions dissolved: 4 Repeated reconstructions avoided: 51 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=11 Confirmation deferral ticks: 5 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3168 Maximum occupied tiles: 14 Seat events: 177 Single-blocker events: 45 Multiple-blocker events: 29 Temporary aisle reoccupations: 109 RIGHT AISLE ----------- Total moves: 3052 Maximum occupied tiles: 13 Seat events: 176 Single-blocker events: 53 Multiple-blocker events: 27 Temporary aisle reoccupations: 112 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 159 Reservations granted: 157 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8069 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9772 Total stationary ticks: 213222 Seat-event requests: 381 Failed seat-event starts: 28 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 782 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 28 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 782 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 54 SUCCESSFUL TRANSITION SIGNATURE CATALOGUE ============================================================ Date/Time: 2026-07-17 11:29:38 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 3 Scenario seed: 6413959567787430862 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 99.72% OUTCOME ------- Status: SUCCESS Completed ticks: 1255 Passengers seated: 353/353 Average waiting ticks: 584.23 Longest waiting passenger: P110->21D(LEFT) Longest waiting ticks: 1200 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 51 Regions dissolved: 4 Repeated reconstructions avoided: 51 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=11 Confirmation deferral ticks: 5 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3168 Maximum occupied tiles: 14 Seat events: 177 Single-blocker events: 45 Multiple-blocker events: 29 Temporary aisle reoccupations: 109 RIGHT AISLE ----------- Total moves: 3052 Maximum occupied tiles: 13 Seat events: 176 Single-blocker events: 53 Multiple-blocker events: 27 Temporary aisle reoccupations: 112 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 159 Reservations granted: 157 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8079 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9784 Total stationary ticks: 213224 Seat-event requests: 381 Failed seat-event starts: 28 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 775 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 28 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 775 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 54 SUCCESSFUL TRANSITION SIGNATURE CATALOGUE ============================================================ Date/Time: 2026-07-17 11:29:38 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 4 Scenario seed: -6874954252876456991 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2294 Passengers seated: 169/235 Average waiting ticks: 811.85 Longest waiting passenger: P2->16C(RIGHT) Longest waiting ticks: 2294 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 4 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1889 Regions dissolved: 0 Repeated reconstructions avoided: 1889 Largest region lifetime: 1890 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1890:occupied=4 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1887 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1607 Maximum occupied tiles: 13 Seat events: 113 Single-blocker events: 31 Multiple-blocker events: 9 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 914 Maximum occupied tiles: 12 Seat events: 56 Single-blocker events: 9 Multiple-blocker events: 1 Temporary aisle reoccupations: 11 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1981 Reservations granted: 1976 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 57 Remaining moving in aisle: 6 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 11640 Longest unresolved passenger ID: 2 Longest unresolved row: 16 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 109 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 6 Total blocked ticks: 20936 Total stationary ticks: 204785 Seat-event requests: 2064 Failed seat-event starts: 1895 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 169 Critical blocker identity: P169->4C(RIGHT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 9 Unresolved outside passengers: 57 Unresolved internal passengers outside critical tree: 5 Critical blocker tree: P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT) P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1895 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 5|6|7 Critical blocker unavailable yield tiles: 7 Critical blocker yield-tile occupants: 165 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1895 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 388 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P53->8E(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 5|6|7 Current unavailable yield tiles: 7 Current yield-tile occupants: 165 Final row-event chain: 169|165|53 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 54 SUCCESSFUL TRANSITION SIGNATURE CATALOGUE ============================================================ Date/Time: 2026-07-17 11:29:38 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 4 Scenario seed: -6874954252876456991 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2294 Passengers seated: 169/235 Average waiting ticks: 811.85 Longest waiting passenger: P2->16C(RIGHT) Longest waiting ticks: 2294 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 4 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1889 Regions dissolved: 0 Repeated reconstructions avoided: 1889 Largest region lifetime: 1890 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1890:occupied=4 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1887 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1607 Maximum occupied tiles: 13 Seat events: 113 Single-blocker events: 31 Multiple-blocker events: 9 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 914 Maximum occupied tiles: 12 Seat events: 56 Single-blocker events: 9 Multiple-blocker events: 1 Temporary aisle reoccupations: 11 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1981 Reservations granted: 1976 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 57 Remaining moving in aisle: 6 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 11640 Longest unresolved passenger ID: 2 Longest unresolved row: 16 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 109 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 6 Total blocked ticks: 20922 Total stationary ticks: 204781 Seat-event requests: 2064 Failed seat-event starts: 1895 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 169 Critical blocker identity: P169->4C(RIGHT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 9 Unresolved outside passengers: 57 Unresolved internal passengers outside critical tree: 5 Critical blocker tree: P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT) P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1895 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 5|6|7 Critical blocker unavailable yield tiles: 7 Critical blocker yield-tile occupants: 165 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1895 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 380 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P53->8E(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 5|6|7 Current unavailable yield tiles: 7 Current yield-tile occupants: 165 Final row-event chain: 169|165|53 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 54 SUCCESSFUL TRANSITION SIGNATURE CATALOGUE ============================================================ Date/Time: 2026-07-17 11:29:38 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 5 Scenario seed: -3861213001347413166 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1037 Passengers seated: 282/282 Average waiting ticks: 463.27 Longest waiting passenger: P14->18D(LEFT) Longest waiting ticks: 988 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2266 Maximum occupied tiles: 13 Seat events: 148 Single-blocker events: 41 Multiple-blocker events: 16 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 2110 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 45 Multiple-blocker events: 14 Temporary aisle reoccupations: 73 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 95 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5619 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6814 Total stationary ticks: 135338 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 584 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 584 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 54 SUCCESSFUL TRANSITION SIGNATURE CATALOGUE ============================================================ Date/Time: 2026-07-17 11:29:38 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 5 Scenario seed: -3861213001347413166 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1037 Passengers seated: 282/282 Average waiting ticks: 463.27 Longest waiting passenger: P14->18D(LEFT) Longest waiting ticks: 988 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2266 Maximum occupied tiles: 13 Seat events: 148 Single-blocker events: 41 Multiple-blocker events: 16 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 2110 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 45 Multiple-blocker events: 14 Temporary aisle reoccupations: 73 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 95 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5619 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6814 Total stationary ticks: 135338 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 584 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 584 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 54 SUCCESSFUL TRANSITION SIGNATURE CATALOGUE ============================================================ Date/Time: 2026-07-17 11:29:38 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 6 Scenario seed: 5232186905524502075 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 94.47% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2349 Passengers seated: 226/235 Average waiting ticks: 412.04 Longest waiting passenger: P148->22D(RIGHT) Longest waiting ticks: 2308 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 10 Cluster candidates evaluated: 3 Executable cluster candidates: 1 Rejected cluster candidates: 2 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 9 Selected release potential total: 5 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1602 Regions dissolved: 2 Repeated reconstructions avoided: 1602 Largest region lifetime: 1574 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1574:occupied=9 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1520 State changes reopening evaluation: 9 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1534 Maximum occupied tiles: 11 Seat events: 111 Single-blocker events: 33 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1850 Maximum occupied tiles: 13 Seat events: 115 Single-blocker events: 25 Multiple-blocker events: 11 Temporary aisle reoccupations: 49 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1668 Reservations granted: 1665 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 7 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 11128 Longest unresolved passenger ID: 198 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 7 Longest dependency chain: P102(27G/RIGHT) -> P111(26C/RIGHT) -> P180(26D/RIGHT) -> P228(28H/RIGHT) -> P123(29E/RIGHT) -> P198(30F/RIGHT) -> P69(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 102 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 7 Total blocked ticks: 18631 Total stationary ticks: 110660 Seat-event requests: 1780 Failed seat-event starts: 1554 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 69 Critical blocker identity: P69->29C(RIGHT) Direct fan-out: 1 Total indirect descendants: 6 Critical tree size including blocker: 7 Critical tree depth: 7 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 9 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P69(29C/RIGHT/WAITING_FOR_SEAT_EVENT) P198(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P123(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P228(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P180(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P111(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P102(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1519 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1519 Rear-boundary failures: 35 Middle-bank reservation failures: 3 Active-event deferrals: 539 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1782\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1522\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 54 SUCCESSFUL TRANSITION SIGNATURE CATALOGUE ============================================================ Date/Time: 2026-07-17 11:29:38 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 6 Scenario seed: 5232186905524502075 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 94.47% OUTCOME ------- Status: SUCCESS Completed ticks: 892 Passengers seated: 235/235 Average waiting ticks: 399.84 Longest waiting passenger: P204->17E(RIGHT) Longest waiting ticks: 844 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 6 Selected release potential total: 5 Last cluster decision: RIGHT:tiles8-13:occupied=6:anchor=P172:selected=P162:directReleases=0:releasePotential=5 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 29 Regions dissolved: 2 Repeated reconstructions avoided: 29 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1534 Maximum occupied tiles: 11 Seat events: 111 Single-blocker events: 33 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1872 Maximum occupied tiles: 11 Seat events: 124 Single-blocker events: 28 Multiple-blocker events: 15 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 134 Reservations granted: 131 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3993 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4927 Total stationary ticks: 97124 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 507 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 507 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 54 SUCCESSFUL TRANSITION SIGNATURE CATALOGUE ============================================================ Date/Time: 2026-07-17 11:29:38 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 7 Scenario seed: -6941493034642023543 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 95.75% OUTCOME ------- Status: SUCCESS Completed ticks: 1320 Passengers seated: 353/353 Average waiting ticks: 603.76 Longest waiting passenger: P99->23G(LEFT) Longest waiting ticks: 1270 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3201 Maximum occupied tiles: 15 Seat events: 184 Single-blocker events: 48 Multiple-blocker events: 27 Temporary aisle reoccupations: 104 RIGHT AISLE ----------- Total moves: 2947 Maximum occupied tiles: 13 Seat events: 169 Single-blocker events: 50 Multiple-blocker events: 21 Temporary aisle reoccupations: 95 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 152 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6822 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8389 Total stationary ticks: 218685 Seat-event requests: 375 Failed seat-event starts: 22 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 864 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 22 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 864 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 54 SUCCESSFUL TRANSITION SIGNATURE CATALOGUE ============================================================ Date/Time: 2026-07-17 11:29:38 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 7 Scenario seed: -6941493034642023543 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 95.75% OUTCOME ------- Status: SUCCESS Completed ticks: 1320 Passengers seated: 353/353 Average waiting ticks: 603.79 Longest waiting passenger: P99->23G(LEFT) Longest waiting ticks: 1270 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3201 Maximum occupied tiles: 15 Seat events: 184 Single-blocker events: 48 Multiple-blocker events: 27 Temporary aisle reoccupations: 104 RIGHT AISLE ----------- Total moves: 2947 Maximum occupied tiles: 13 Seat events: 169 Single-blocker events: 50 Multiple-blocker events: 21 Temporary aisle reoccupations: 95 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 152 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6817 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8387 Total stationary ticks: 218684 Seat-event requests: 374 Failed seat-event starts: 21 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 871 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 21 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 871 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 374\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 54 SUCCESSFUL TRANSITION SIGNATURE CATALOGUE ============================================================ Date/Time: 2026-07-17 11:29:38 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 8 Scenario seed: -8554465769121675260 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 861 Passengers seated: 235/235 Average waiting ticks: 382.57 Longest waiting passenger: P23->28C(RIGHT) Longest waiting ticks: 816 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1693 Maximum occupied tiles: 14 Seat events: 114 Single-blocker events: 26 Multiple-blocker events: 13 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 1699 Maximum occupied tiles: 12 Seat events: 121 Single-blocker events: 35 Multiple-blocker events: 11 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 125 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4487 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5649 Total stationary ticks: 93738 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 539 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 539 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 54 SUCCESSFUL TRANSITION SIGNATURE CATALOGUE ============================================================ Date/Time: 2026-07-17 11:29:38 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 8 Scenario seed: -8554465769121675260 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 861 Passengers seated: 235/235 Average waiting ticks: 382.62 Longest waiting passenger: P23->28C(RIGHT) Longest waiting ticks: 816 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1693 Maximum occupied tiles: 14 Seat events: 114 Single-blocker events: 26 Multiple-blocker events: 13 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 1699 Maximum occupied tiles: 12 Seat events: 121 Single-blocker events: 35 Multiple-blocker events: 11 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 125 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4472 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5637 Total stationary ticks: 93736 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 542 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 542 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 54 SUCCESSFUL TRANSITION SIGNATURE CATALOGUE ============================================================ Date/Time: 2026-07-17 11:29:38 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 9 Scenario seed: 5225839747377591732 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1015 Passengers seated: 282/282 Average waiting ticks: 466.34 Longest waiting passenger: P68->23A(LEFT) Longest waiting ticks: 960 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2100 Maximum occupied tiles: 11 Seat events: 144 Single-blocker events: 44 Multiple-blocker events: 12 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 2256 Maximum occupied tiles: 12 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 13 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 102 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5299 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6604 Total stationary ticks: 135920 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 691 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 691 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 54 SUCCESSFUL TRANSITION SIGNATURE CATALOGUE ============================================================ Date/Time: 2026-07-17 11:29:38 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 9 Scenario seed: 5225839747377591732 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1015 Passengers seated: 282/282 Average waiting ticks: 466.34 Longest waiting passenger: P68->23A(LEFT) Longest waiting ticks: 960 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2100 Maximum occupied tiles: 11 Seat events: 144 Single-blocker events: 44 Multiple-blocker events: 12 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 2256 Maximum occupied tiles: 12 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 13 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 102 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5299 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6604 Total stationary ticks: 135920 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 691 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 691 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 54 SUCCESSFUL TRANSITION SIGNATURE CATALOGUE ============================================================ Date/Time: 2026-07-17 11:29:38 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 10 Scenario seed: 1939935009979591158 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2369 Passengers seated: 232/235 Average waiting ticks: 394.61 Longest waiting passenger: P8->28F(LEFT) Longest waiting ticks: 2299 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1636 Regions dissolved: 2 Repeated reconstructions avoided: 1636 Largest region lifetime: 1601 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1601:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1584 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 12 Seat events: 110 Single-blocker events: 30 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1757 Maximum occupied tiles: 11 Seat events: 122 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1714 Reservations granted: 1714 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 2 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4339 Longest unresolved passenger ID: 15 Longest unresolved row: 28 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 121 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 2 Total blocked ticks: 10065 Total stationary ticks: 99506 Seat-event requests: 1830 Failed seat-event starts: 1598 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 8 Critical blocker identity: P8->28F(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P8(28F/LEFT/WAITING_FOR_SEAT_EVENT) P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1587 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 3 Critical blocker required yield tiles: 29|30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 11 Rear-boundary failures: 1587 Middle-bank reservation failures: 0 Active-event deferrals: 484 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 29|30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 54 SUCCESSFUL TRANSITION SIGNATURE CATALOGUE ============================================================ Date/Time: 2026-07-17 11:29:38 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 10 Scenario seed: 1939935009979591158 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2369 Passengers seated: 232/235 Average waiting ticks: 394.60 Longest waiting passenger: P8->28F(LEFT) Longest waiting ticks: 2299 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1636 Regions dissolved: 2 Repeated reconstructions avoided: 1636 Largest region lifetime: 1601 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1601:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1584 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 12 Seat events: 110 Single-blocker events: 30 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1757 Maximum occupied tiles: 11 Seat events: 122 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1714 Reservations granted: 1714 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 2 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4349 Longest unresolved passenger ID: 15 Longest unresolved row: 28 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 121 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 2 Total blocked ticks: 10071 Total stationary ticks: 99508 Seat-event requests: 1830 Failed seat-event starts: 1598 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 8 Critical blocker identity: P8->28F(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P8(28F/LEFT/WAITING_FOR_SEAT_EVENT) P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1587 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 3 Critical blocker required yield tiles: 29|30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 11 Rear-boundary failures: 1587 Middle-bank reservation failures: 0 Active-event deferrals: 485 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 29|30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 54 SUCCESSFUL TRANSITION SIGNATURE CATALOGUE ============================================================ Date/Time: 2026-07-17 11:29:38 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 11 Scenario seed: 1252229027809620306 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 97.45% OUTCOME ------- Status: SUCCESS Completed ticks: 1280 Passengers seated: 353/353 Average waiting ticks: 583.29 Longest waiting passenger: P34->24D(LEFT) Longest waiting ticks: 1216 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3262 Maximum occupied tiles: 13 Seat events: 181 Single-blocker events: 47 Multiple-blocker events: 22 Temporary aisle reoccupations: 97 RIGHT AISLE ----------- Total moves: 2896 Maximum occupied tiles: 14 Seat events: 172 Single-blocker events: 43 Multiple-blocker events: 26 Temporary aisle reoccupations: 100 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 149 Reservations granted: 149 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8010 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9374 Total stationary ticks: 212715 Seat-event requests: 371 Failed seat-event starts: 18 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 643 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 18 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 643 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 54 SUCCESSFUL TRANSITION SIGNATURE CATALOGUE ============================================================ Date/Time: 2026-07-17 11:29:38 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 11 Scenario seed: 1252229027809620306 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 97.45% OUTCOME ------- Status: SUCCESS Completed ticks: 1280 Passengers seated: 353/353 Average waiting ticks: 583.32 Longest waiting passenger: P34->24D(LEFT) Longest waiting ticks: 1216 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3262 Maximum occupied tiles: 13 Seat events: 181 Single-blocker events: 47 Multiple-blocker events: 22 Temporary aisle reoccupations: 97 RIGHT AISLE ----------- Total moves: 2896 Maximum occupied tiles: 14 Seat events: 172 Single-blocker events: 43 Multiple-blocker events: 26 Temporary aisle reoccupations: 100 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 149 Reservations granted: 149 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7975 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9381 Total stationary ticks: 212716 Seat-event requests: 371 Failed seat-event starts: 18 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 654 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 18 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 654 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 54 SUCCESSFUL TRANSITION SIGNATURE CATALOGUE ============================================================ Date/Time: 2026-07-17 11:29:38 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 12 Scenario seed: 8187627317652047108 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 93.62% OUTCOME ------- Status: SUCCESS Completed ticks: 880 Passengers seated: 235/235 Average waiting ticks: 383.92 Longest waiting passenger: P3->11G(RIGHT) Longest waiting ticks: 827 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 29 Regions dissolved: 1 Repeated reconstructions avoided: 29 Largest region lifetime: 30 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=30 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 13 Seat events: 110 Single-blocker events: 28 Multiple-blocker events: 7 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1738 Maximum occupied tiles: 12 Seat events: 125 Single-blocker events: 35 Multiple-blocker events: 14 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 135 Reservations granted: 125 Reservations denied/waited: 10 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4421 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5748 Total stationary ticks: 94039 Seat-event requests: 241 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 646 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 10 Active-event deferrals: 646 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 54 SUCCESSFUL TRANSITION SIGNATURE CATALOGUE ============================================================ Date/Time: 2026-07-17 11:29:38 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 12 Scenario seed: 8187627317652047108 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 93.62% OUTCOME ------- Status: SUCCESS Completed ticks: 880 Passengers seated: 235/235 Average waiting ticks: 384.07 Longest waiting passenger: P3->11G(RIGHT) Longest waiting ticks: 827 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 29 Regions dissolved: 1 Repeated reconstructions avoided: 29 Largest region lifetime: 30 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=30 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 13 Seat events: 110 Single-blocker events: 28 Multiple-blocker events: 7 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1738 Maximum occupied tiles: 12 Seat events: 125 Single-blocker events: 35 Multiple-blocker events: 14 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 133 Reservations granted: 125 Reservations denied/waited: 8 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4381 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5693 Total stationary ticks: 94024 Seat-event requests: 241 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 645 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 8 Active-event deferrals: 645 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 54 SUCCESSFUL TRANSITION SIGNATURE CATALOGUE ============================================================ Date/Time: 2026-07-17 11:29:38 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 13 Scenario seed: 6351835860743924132 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 65.96% Aisle-assignment balance: 95.04% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2516 Passengers seated: 277/282 Average waiting ticks: 479.16 Longest waiting passenger: P279->31A(LEFT) Longest waiting ticks: 2446 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 0 Rejected cluster candidates: 1 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 5 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1515 Regions dissolved: 0 Repeated reconstructions avoided: 1515 Largest region lifetime: 1516 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1516:occupied=5 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1499 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2303 Maximum occupied tiles: 15 Seat events: 143 Single-blocker events: 44 Multiple-blocker events: 16 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2058 Maximum occupied tiles: 13 Seat events: 134 Single-blocker events: 36 Multiple-blocker events: 13 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 96 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5609 Longest unresolved passenger ID: 117 Longest unresolved row: 32 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 226 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14637 Total stationary ticks: 144501 Seat-event requests: 1814 Failed seat-event starts: 1537 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 111 Critical blocker identity: P111->28A(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P111(28A/LEFT/WAITING_FOR_SEAT_EVENT) P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1513 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 29|30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 117 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1513 Rear-boundary failures: 24 Middle-bank reservation failures: 1 Active-event deferrals: 702 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P279->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=925,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 29|30 Current unavailable yield tiles: 30 Current yield-tile occupants: 117 Final row-event chain: 111|117|279 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 54 SUCCESSFUL TRANSITION SIGNATURE CATALOGUE ============================================================ Date/Time: 2026-07-17 11:29:38 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 13 Scenario seed: 6351835860743924132 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 65.96% Aisle-assignment balance: 95.04% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2516 Passengers seated: 277/282 Average waiting ticks: 479.23 Longest waiting passenger: P279->31A(LEFT) Longest waiting ticks: 2446 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 0 Rejected cluster candidates: 1 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 5 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1515 Regions dissolved: 0 Repeated reconstructions avoided: 1515 Largest region lifetime: 1516 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1516:occupied=5 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1499 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2303 Maximum occupied tiles: 15 Seat events: 143 Single-blocker events: 44 Multiple-blocker events: 16 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2058 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 36 Multiple-blocker events: 13 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 96 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5567 Longest unresolved passenger ID: 117 Longest unresolved row: 32 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 226 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14536 Total stationary ticks: 144436 Seat-event requests: 1814 Failed seat-event starts: 1537 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 111 Critical blocker identity: P111->28A(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P111(28A/LEFT/WAITING_FOR_SEAT_EVENT) P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1513 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 29|30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 117 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1513 Rear-boundary failures: 24 Middle-bank reservation failures: 1 Active-event deferrals: 689 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P279->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=933,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 29|30 Current unavailable yield tiles: 30 Current yield-tile occupants: 117 Final row-event chain: 111|117|279 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 54 SUCCESSFUL TRANSITION SIGNATURE CATALOGUE ============================================================ Date/Time: 2026-07-17 11:29:38 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 14 Scenario seed: -8658915343845013000 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 995 Passengers seated: 282/282 Average waiting ticks: 460.22 Longest waiting passenger: P218->6F(RIGHT) Longest waiting ticks: 951 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2250 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 38 Multiple-blocker events: 11 Temporary aisle reoccupations: 60 RIGHT AISLE ----------- Total moves: 2145 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 42 Multiple-blocker events: 17 Temporary aisle reoccupations: 76 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 98 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5688 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7053 Total stationary ticks: 134674 Seat-event requests: 287 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 657 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 657 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 54 SUCCESSFUL TRANSITION SIGNATURE CATALOGUE ============================================================ Date/Time: 2026-07-17 11:29:38 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 14 Scenario seed: -8658915343845013000 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 995 Passengers seated: 282/282 Average waiting ticks: 460.18 Longest waiting passenger: P218->6F(RIGHT) Longest waiting ticks: 951 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2250 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 38 Multiple-blocker events: 11 Temporary aisle reoccupations: 60 RIGHT AISLE ----------- Total moves: 2145 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 42 Multiple-blocker events: 17 Temporary aisle reoccupations: 76 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 98 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5713 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7065 Total stationary ticks: 134676 Seat-event requests: 287 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 656 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 656 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 54 SUCCESSFUL TRANSITION SIGNATURE CATALOGUE ============================================================ Date/Time: 2026-07-17 11:29:38 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 15 Scenario seed: 5673179910411321410 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 462.27 Longest waiting passenger: P21->16E(RIGHT) Longest waiting ticks: 953 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2199 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 41 Multiple-blocker events: 20 Temporary aisle reoccupations: 81 RIGHT AISLE ----------- Total moves: 2185 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 39 Multiple-blocker events: 16 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 96 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5393 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6898 Total stationary ticks: 134958 Seat-event requests: 301 Failed seat-event starts: 19 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 714 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 19 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 714 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 54 SUCCESSFUL TRANSITION SIGNATURE CATALOGUE ============================================================ Date/Time: 2026-07-17 11:29:38 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 15 Scenario seed: 5673179910411321410 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 462.25 Longest waiting passenger: P21->16E(RIGHT) Longest waiting ticks: 953 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2199 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 41 Multiple-blocker events: 20 Temporary aisle reoccupations: 81 RIGHT AISLE ----------- Total moves: 2185 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 39 Multiple-blocker events: 16 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 96 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5398 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6898 Total stationary ticks: 134958 Seat-event requests: 301 Failed seat-event starts: 19 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 709 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 19 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 709 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 54 SUCCESSFUL TRANSITION SIGNATURE CATALOGUE ============================================================ Date/Time: 2026-07-17 11:29:38 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 16 Scenario seed: 6658752785952583458 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1052 Passengers seated: 282/282 Average waiting ticks: 468.96 Longest waiting passenger: P181->4E(LEFT) Longest waiting ticks: 999 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 14 Regions dissolved: 1 Repeated reconstructions avoided: 14 Largest region lifetime: 15 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=15 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2277 Maximum occupied tiles: 12 Seat events: 148 Single-blocker events: 45 Multiple-blocker events: 21 Temporary aisle reoccupations: 87 RIGHT AISLE ----------- Total moves: 2045 Maximum occupied tiles: 11 Seat events: 134 Single-blocker events: 34 Multiple-blocker events: 11 Temporary aisle reoccupations: 56 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 97 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5574 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6661 Total stationary ticks: 136880 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 528 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 528 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 54 SUCCESSFUL TRANSITION SIGNATURE CATALOGUE ============================================================ Date/Time: 2026-07-17 11:29:38 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 16 Scenario seed: 6658752785952583458 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1052 Passengers seated: 282/282 Average waiting ticks: 468.97 Longest waiting passenger: P181->4E(LEFT) Longest waiting ticks: 999 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 14 Regions dissolved: 1 Repeated reconstructions avoided: 14 Largest region lifetime: 15 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=15 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2277 Maximum occupied tiles: 12 Seat events: 148 Single-blocker events: 45 Multiple-blocker events: 21 Temporary aisle reoccupations: 87 RIGHT AISLE ----------- Total moves: 2045 Maximum occupied tiles: 11 Seat events: 134 Single-blocker events: 34 Multiple-blocker events: 11 Temporary aisle reoccupations: 56 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 97 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5574 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6655 Total stationary ticks: 136878 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 527 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 527 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 54 SUCCESSFUL TRANSITION SIGNATURE CATALOGUE ============================================================ Date/Time: 2026-07-17 11:29:38 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 17 Scenario seed: -218671498343752214 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.16% OUTCOME ------- Status: SUCCESS Completed ticks: 1029 Passengers seated: 282/282 Average waiting ticks: 464.66 Longest waiting passenger: P242->27G(RIGHT) Longest waiting ticks: 976 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 4 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 22 Regions dissolved: 2 Repeated reconstructions avoided: 22 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2178 Maximum occupied tiles: 12 Seat events: 137 Single-blocker events: 44 Multiple-blocker events: 14 Temporary aisle reoccupations: 72 RIGHT AISLE ----------- Total moves: 2204 Maximum occupied tiles: 12 Seat events: 145 Single-blocker events: 38 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 96 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5622 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6765 Total stationary ticks: 135723 Seat-event requests: 299 Failed seat-event starts: 17 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 557 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 17 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 557 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 54 SUCCESSFUL TRANSITION SIGNATURE CATALOGUE ============================================================ Date/Time: 2026-07-17 11:29:39 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 17 Scenario seed: -218671498343752214 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.16% OUTCOME ------- Status: SUCCESS Completed ticks: 1029 Passengers seated: 282/282 Average waiting ticks: 464.69 Longest waiting passenger: P242->27G(RIGHT) Longest waiting ticks: 976 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 4 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 22 Regions dissolved: 2 Repeated reconstructions avoided: 22 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2178 Maximum occupied tiles: 12 Seat events: 137 Single-blocker events: 44 Multiple-blocker events: 14 Temporary aisle reoccupations: 72 RIGHT AISLE ----------- Total moves: 2204 Maximum occupied tiles: 12 Seat events: 145 Single-blocker events: 38 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 96 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5612 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6786 Total stationary ticks: 135730 Seat-event requests: 299 Failed seat-event starts: 17 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 574 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 17 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 574 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 54 SUCCESSFUL TRANSITION SIGNATURE CATALOGUE ============================================================ Date/Time: 2026-07-17 11:29:39 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 18 Scenario seed: -8332752414533420411 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.34% Aisle-assignment balance: 99.15% OUTCOME ------- Status: SUCCESS Completed ticks: 1259 Passengers seated: 353/353 Average waiting ticks: 593.34 Longest waiting passenger: P150->11H(RIGHT) Longest waiting ticks: 1209 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3172 Maximum occupied tiles: 16 Seat events: 175 Single-blocker events: 42 Multiple-blocker events: 24 Temporary aisle reoccupations: 95 RIGHT AISLE ----------- Total moves: 2985 Maximum occupied tiles: 13 Seat events: 178 Single-blocker events: 55 Multiple-blocker events: 26 Temporary aisle reoccupations: 113 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 148 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7954 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9621 Total stationary ticks: 216298 Seat-event requests: 380 Failed seat-event starts: 27 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 784 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 27 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 784 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 54 SUCCESSFUL TRANSITION SIGNATURE CATALOGUE ============================================================ Date/Time: 2026-07-17 11:29:39 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 18 Scenario seed: -8332752414533420411 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.34% Aisle-assignment balance: 99.15% OUTCOME ------- Status: SUCCESS Completed ticks: 1259 Passengers seated: 353/353 Average waiting ticks: 593.34 Longest waiting passenger: P150->11H(RIGHT) Longest waiting ticks: 1209 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3172 Maximum occupied tiles: 16 Seat events: 175 Single-blocker events: 42 Multiple-blocker events: 24 Temporary aisle reoccupations: 95 RIGHT AISLE ----------- Total moves: 2985 Maximum occupied tiles: 13 Seat events: 178 Single-blocker events: 55 Multiple-blocker events: 26 Temporary aisle reoccupations: 113 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 148 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7954 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9621 Total stationary ticks: 216298 Seat-event requests: 380 Failed seat-event starts: 27 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 784 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 27 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 784 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 54 SUCCESSFUL TRANSITION SIGNATURE CATALOGUE ============================================================ Date/Time: 2026-07-17 11:29:39 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 19 Scenario seed: 5866349045608257533 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2347 Passengers seated: 230/235 Average waiting ticks: 400.83 Longest waiting passenger: P105->29D(RIGHT) Longest waiting ticks: 2279 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 6 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 6 Selected release potential total: 9 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1613 Regions dissolved: 2 Repeated reconstructions avoided: 1613 Largest region lifetime: 1570 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1570:occupied=5 Confirmation deferral ticks: 6 Regions reaching confirmation: 3 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1549 State changes reopening evaluation: 3 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1684 Maximum occupied tiles: 13 Seat events: 120 Single-blocker events: 26 Multiple-blocker events: 20 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 1708 Maximum occupied tiles: 12 Seat events: 110 Single-blocker events: 29 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1708 Reservations granted: 1708 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 4 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 6675 Longest unresolved passenger ID: 128 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 5 Longest dependency chain: P170(27E/RIGHT) -> P33(30G/RIGHT) -> P155(28G/RIGHT) -> P128(30F/RIGHT) -> P105(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 170 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 4 Total blocked ticks: 13109 Total stationary ticks: 103859 Seat-event requests: 1828 Failed seat-event starts: 1598 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 105 Critical blocker identity: P105->29D(RIGHT) Direct fan-out: 1 Total indirect descendants: 4 Critical tree size including blocker: 5 Critical tree depth: 5 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P105(29D/RIGHT/WAITING_FOR_SEAT_EVENT) P128(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P155(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P33(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P170(27E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1569 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 29 Rear-boundary failures: 1569 Middle-bank reservation failures: 0 Active-event deferrals: 562 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1826\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 54 SUCCESSFUL TRANSITION SIGNATURE CATALOGUE ============================================================ Date/Time: 2026-07-17 11:29:39 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 19 Scenario seed: 5866349045608257533 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 845 Passengers seated: 235/235 Average waiting ticks: 394.17 Longest waiting passenger: P133->5B(LEFT) Longest waiting ticks: 814 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 4 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 6 Selected release potential total: 9 Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P15:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 44 Regions dissolved: 2 Repeated reconstructions avoided: 44 Largest region lifetime: 34 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=12 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1684 Maximum occupied tiles: 13 Seat events: 120 Single-blocker events: 26 Multiple-blocker events: 20 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 1717 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 30 Multiple-blocker events: 13 Temporary aisle reoccupations: 58 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 142 Reservations granted: 142 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4251 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5354 Total stationary ticks: 96093 Seat-event requests: 264 Failed seat-event starts: 29 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 557 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 29 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 557 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 262\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 54 SUCCESSFUL TRANSITION SIGNATURE CATALOGUE ============================================================ Date/Time: 2026-07-17 11:29:39 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 20 Scenario seed: 3658999535626094423 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: SUCCESS Completed ticks: 845 Passengers seated: 235/235 Average waiting ticks: 383.63 Longest waiting passenger: P59->4F(RIGHT) Longest waiting ticks: 835 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 25 Regions dissolved: 2 Repeated reconstructions avoided: 25 Largest region lifetime: 19 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=19 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1732 Maximum occupied tiles: 11 Seat events: 113 Single-blocker events: 37 Multiple-blocker events: 8 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1701 Maximum occupied tiles: 13 Seat events: 122 Single-blocker events: 27 Multiple-blocker events: 16 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 127 Reservations granted: 127 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4587 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5751 Total stationary ticks: 94043 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 587 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 587 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 54 SUCCESSFUL TRANSITION SIGNATURE CATALOGUE ============================================================ Date/Time: 2026-07-17 11:29:39 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 20 Scenario seed: 3658999535626094423 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: SUCCESS Completed ticks: 845 Passengers seated: 235/235 Average waiting ticks: 383.62 Longest waiting passenger: P59->4F(RIGHT) Longest waiting ticks: 835 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 25 Regions dissolved: 2 Repeated reconstructions avoided: 25 Largest region lifetime: 19 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=19 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1732 Maximum occupied tiles: 11 Seat events: 113 Single-blocker events: 37 Multiple-blocker events: 8 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1701 Maximum occupied tiles: 13 Seat events: 122 Single-blocker events: 27 Multiple-blocker events: 16 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 127 Reservations granted: 127 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4592 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5750 Total stationary ticks: 94042 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 583 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 583 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 54 SUCCESSFUL TRANSITION SIGNATURE CATALOGUE ============================================================ Date/Time: 2026-07-17 11:29:39 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 21 Scenario seed: 1778985705851435071 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1007 Passengers seated: 282/282 Average waiting ticks: 462.32 Longest waiting passenger: P199->4E(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 3 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 8 Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 49 Regions dissolved: 2 Repeated reconstructions avoided: 49 Largest region lifetime: 35 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=35 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2228 Maximum occupied tiles: 13 Seat events: 144 Single-blocker events: 35 Multiple-blocker events: 10 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 2144 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 37 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 103 Reservations granted: 103 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5798 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7265 Total stationary ticks: 135403 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 719 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 719 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 54 SUCCESSFUL TRANSITION SIGNATURE CATALOGUE ============================================================ Date/Time: 2026-07-17 11:29:39 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 21 Scenario seed: 1778985705851435071 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1007 Passengers seated: 282/282 Average waiting ticks: 462.32 Longest waiting passenger: P199->4E(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 3 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 8 Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 49 Regions dissolved: 2 Repeated reconstructions avoided: 49 Largest region lifetime: 35 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=35 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2228 Maximum occupied tiles: 13 Seat events: 144 Single-blocker events: 35 Multiple-blocker events: 10 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 2144 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 37 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 103 Reservations granted: 103 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5798 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7265 Total stationary ticks: 135403 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 719 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 719 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 54 SUCCESSFUL TRANSITION SIGNATURE CATALOGUE ============================================================ Date/Time: 2026-07-17 11:29:39 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 22 Scenario seed: 4203521108576778203 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.14% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2482 Passengers seated: 270/282 Average waiting ticks: 472.84 Longest waiting passenger: P277->30F(LEFT) Longest waiting ticks: 2442 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 13 Cluster candidates evaluated: 14 Executable cluster candidates: 1 Rejected cluster candidates: 13 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 12 Selected release potential total: 2 Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1645 Regions dissolved: 1 Repeated reconstructions avoided: 1645 Largest region lifetime: 1638 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1638:occupied=12 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1562 State changes reopening evaluation: 12 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2166 Maximum occupied tiles: 17 Seat events: 132 Single-blocker events: 38 Multiple-blocker events: 13 Temporary aisle reoccupations: 64 RIGHT AISLE ----------- Total moves: 2158 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 18 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1758 Reservations granted: 1751 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 10 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 16258 Longest unresolved passenger ID: 48 Longest unresolved row: 31 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 11 Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 75 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 10 Total blocked ticks: 26140 Total stationary ticks: 153459 Seat-event requests: 1940 Failed seat-event starts: 1670 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 277 Critical blocker identity: P277->30F(LEFT) Direct fan-out: 1 Total indirect descendants: 10 Critical tree size including blocker: 11 Critical tree depth: 11 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 12 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P277(30F/LEFT/WAITING_FOR_SEAT_EVENT) P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1669 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 31|32 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: 48 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1669 Rear-boundary failures: 1 Middle-bank reservation failures: 7 Active-event deferrals: 1100 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P48->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 31|32 Current unavailable yield tiles: 31 Current yield-tile occupants: 48 Final row-event chain: 277|48 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 54 SUCCESSFUL TRANSITION SIGNATURE CATALOGUE ============================================================ Date/Time: 2026-07-17 11:29:39 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 22 Scenario seed: 4203521108576778203 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.14% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2482 Passengers seated: 270/282 Average waiting ticks: 472.87 Longest waiting passenger: P277->30F(LEFT) Longest waiting ticks: 2442 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 11 Cluster candidates evaluated: 12 Executable cluster candidates: 1 Rejected cluster candidates: 11 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 12 Selected release potential total: 2 Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1645 Regions dissolved: 1 Repeated reconstructions avoided: 1645 Largest region lifetime: 1638 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1638:occupied=12 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1564 State changes reopening evaluation: 10 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2166 Maximum occupied tiles: 17 Seat events: 132 Single-blocker events: 38 Multiple-blocker events: 13 Temporary aisle reoccupations: 64 RIGHT AISLE ----------- Total moves: 2158 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 18 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1758 Reservations granted: 1751 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 10 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 16243 Longest unresolved passenger ID: 48 Longest unresolved row: 31 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 11 Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 75 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 10 Total blocked ticks: 26119 Total stationary ticks: 153453 Seat-event requests: 1940 Failed seat-event starts: 1670 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 277 Critical blocker identity: P277->30F(LEFT) Direct fan-out: 1 Total indirect descendants: 10 Critical tree size including blocker: 11 Critical tree depth: 11 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 12 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P277(30F/LEFT/WAITING_FOR_SEAT_EVENT) P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1669 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 31|32 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: 48 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1669 Rear-boundary failures: 1 Middle-bank reservation failures: 7 Active-event deferrals: 1095 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P48->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 31|32 Current unavailable yield tiles: 31 Current yield-tile occupants: 48 Final row-event chain: 277|48 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 54 SUCCESSFUL TRANSITION SIGNATURE CATALOGUE ============================================================ Date/Time: 2026-07-17 11:29:39 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 23 Scenario seed: -3947160987031988780 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2313 Passengers seated: 230/235 Average waiting ticks: 405.99 Longest waiting passenger: P174->17F(LEFT) Longest waiting ticks: 2271 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=11 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1769 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 21 Multiple-blocker events: 9 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1662 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 30 Multiple-blocker events: 14 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1615 Reservations granted: 1615 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 6610 Longest unresolved passenger ID: 206 Longest unresolved row: 26 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 206 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 13157 Total stationary ticks: 100829 Seat-event requests: 1735 Failed seat-event starts: 1505 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 29 Critical blocker identity: P29->21A(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P29(21A/LEFT/WAITING_FOR_SEAT_EVENT) P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1505 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 3 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1505 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_SPACE_AVAILABLE Final snapshot prerequisite: YIELD_SPACE_AVAILABLE Current required blockers: 1 Current required yield tiles: 22 Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: YIELD_SPACE_AVAILABLE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 54 SUCCESSFUL TRANSITION SIGNATURE CATALOGUE ============================================================ Date/Time: 2026-07-17 11:29:39 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 23 Scenario seed: -3947160987031988780 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2313 Passengers seated: 230/235 Average waiting ticks: 405.99 Longest waiting passenger: P174->17F(LEFT) Longest waiting ticks: 2271 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=11 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1769 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 21 Multiple-blocker events: 9 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1662 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 30 Multiple-blocker events: 14 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1615 Reservations granted: 1615 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 6610 Longest unresolved passenger ID: 206 Longest unresolved row: 26 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 206 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 13157 Total stationary ticks: 100829 Seat-event requests: 1735 Failed seat-event starts: 1505 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 29 Critical blocker identity: P29->21A(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P29(21A/LEFT/WAITING_FOR_SEAT_EVENT) P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1505 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 3 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1505 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_SPACE_AVAILABLE Final snapshot prerequisite: YIELD_SPACE_AVAILABLE Current required blockers: 1 Current required yield tiles: 22 Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: YIELD_SPACE_AVAILABLE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 54 SUCCESSFUL TRANSITION SIGNATURE CATALOGUE ============================================================ Date/Time: 2026-07-17 11:29:39 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 24 Scenario seed: 4419539434258219231 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2333 Passengers seated: 233/235 Average waiting ticks: 387.31 Longest waiting passenger: P149->29D(RIGHT) Longest waiting ticks: 2259 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1678 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1737 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 24 Multiple-blocker events: 11 Temporary aisle reoccupations: 46 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1650 Reservations granted: 1646 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4313 Longest unresolved passenger ID: 20 Longest unresolved row: 29 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 20 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 8439 Total stationary ticks: 96156 Seat-event requests: 1764 Failed seat-event starts: 1531 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 149 Critical blocker identity: P149->29D(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT) P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1526 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 5 Rear-boundary failures: 1526 Middle-bank reservation failures: 4 Active-event deferrals: 545 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 54 SUCCESSFUL TRANSITION SIGNATURE CATALOGUE ============================================================ Date/Time: 2026-07-17 11:29:39 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 24 Scenario seed: 4419539434258219231 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2333 Passengers seated: 233/235 Average waiting ticks: 387.32 Longest waiting passenger: P149->29D(RIGHT) Longest waiting ticks: 2259 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1678 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1737 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 24 Multiple-blocker events: 11 Temporary aisle reoccupations: 46 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1650 Reservations granted: 1646 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4308 Longest unresolved passenger ID: 20 Longest unresolved row: 29 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 20 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 8438 Total stationary ticks: 96155 Seat-event requests: 1764 Failed seat-event starts: 1531 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 149 Critical blocker identity: P149->29D(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT) P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1526 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 5 Rear-boundary failures: 1526 Middle-bank reservation failures: 4 Active-event deferrals: 546 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 54 SUCCESSFUL TRANSITION SIGNATURE CATALOGUE ============================================================ Date/Time: 2026-07-17 11:29:39 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 25 Scenario seed: 6293055855285553556 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 94.47% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2324 Passengers seated: 225/235 Average waiting ticks: 403.89 Longest waiting passenger: P83->29H(RIGHT) Longest waiting ticks: 2280 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 11 Cluster candidates evaluated: 12 Executable cluster candidates: 1 Rejected cluster candidates: 11 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 10 Selected release potential total: 2 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1684 Regions dissolved: 1 Repeated reconstructions avoided: 1684 Largest region lifetime: 1673 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1673:occupied=10 Confirmation deferral ticks: 3 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1540 State changes reopening evaluation: 10 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1568 Maximum occupied tiles: 12 Seat events: 111 Single-blocker events: 38 Multiple-blocker events: 5 Temporary aisle reoccupations: 50 RIGHT AISLE ----------- Total moves: 1823 Maximum occupied tiles: 16 Seat events: 114 Single-blocker events: 32 Multiple-blocker events: 10 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 122 Reservations granted: 120 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 8 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 12770 Longest unresolved passenger ID: 219 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 9 Longest dependency chain: P122(28F/RIGHT) -> P197(26G/RIGHT) -> P3(24H/RIGHT) -> P109(27C/RIGHT) -> P38(26C/RIGHT) -> P207(28H/RIGHT) -> P15(30H/RIGHT) -> P219(30G/RIGHT) -> P83(29H/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 122 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 8 Total blocked ticks: 20545 Total stationary ticks: 110417 Seat-event requests: 1790 Failed seat-event starts: 1565 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 83 Critical blocker identity: P83->29H(RIGHT) Direct fan-out: 1 Total indirect descendants: 8 Critical tree size including blocker: 9 Critical tree depth: 9 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 10 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P83(29H/RIGHT/WAITING_FOR_SEAT_EVENT) P219(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P15(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P207(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P38(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P109(27C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P3(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P197(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P122(28F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1565 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 123 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1565 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 677 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[123]: P123(30D/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P123->30D(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P123{seat=30D,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=623,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 30 Current unavailable yield tiles: 30 Current yield-tile occupants: 123 Final row-event chain: 83|123 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1791\nPrecedence substitutions made: 0\nDependency chains followed: 1555\nBlocked by waiting-row occupant: 1555\nSubstituted events started: 1\nOccupied-space rejections: 1566\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 54 SUCCESSFUL TRANSITION SIGNATURE CATALOGUE ============================================================ Date/Time: 2026-07-17 11:29:39 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 25 Scenario seed: 6293055855285553556 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 94.47% OUTCOME ------- Status: SUCCESS Completed ticks: 891 Passengers seated: 235/235 Average waiting ticks: 391.23 Longest waiting passenger: P122->28F(RIGHT) Longest waiting ticks: 823 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles8-10:occupied=3:anchor=P58:selected=P45:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1568 Maximum occupied tiles: 12 Seat events: 111 Single-blocker events: 37 Multiple-blocker events: 6 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 1846 Maximum occupied tiles: 12 Seat events: 124 Single-blocker events: 37 Multiple-blocker events: 12 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 125 Reservations granted: 123 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4149 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5109 Total stationary ticks: 95294 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 493 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 493 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 54 SUCCESSFUL TRANSITION SIGNATURE CATALOGUE ============================================================ Date/Time: 2026-07-17 11:29:39 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 26 Scenario seed: -9074491549561652642 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 989 Passengers seated: 282/282 Average waiting ticks: 460.29 Longest waiting passenger: P129->11D(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2133 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 48 Multiple-blocker events: 11 Temporary aisle reoccupations: 70 RIGHT AISLE ----------- Total moves: 2221 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 42 Multiple-blocker events: 9 Temporary aisle reoccupations: 60 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 98 Reservations granted: 94 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5689 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6912 Total stationary ticks: 134633 Seat-event requests: 288 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 593 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 593 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 54 SUCCESSFUL TRANSITION SIGNATURE CATALOGUE ============================================================ Date/Time: 2026-07-17 11:29:39 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 26 Scenario seed: -9074491549561652642 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 989 Passengers seated: 282/282 Average waiting ticks: 460.30 Longest waiting passenger: P129->11D(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2133 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 48 Multiple-blocker events: 11 Temporary aisle reoccupations: 70 RIGHT AISLE ----------- Total moves: 2221 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 42 Multiple-blocker events: 9 Temporary aisle reoccupations: 60 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 98 Reservations granted: 94 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5694 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6912 Total stationary ticks: 134633 Seat-event requests: 288 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 595 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 595 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 54 SUCCESSFUL TRANSITION SIGNATURE CATALOGUE ============================================================ Date/Time: 2026-07-17 11:29:39 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 27 Scenario seed: -9036946652584501975 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2336 Passengers seated: 229/235 Average waiting ticks: 417.88 Longest waiting passenger: P71->8C(RIGHT) Longest waiting ticks: 2318 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1532 Regions dissolved: 1 Repeated reconstructions avoided: 1532 Largest region lifetime: 1521 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1521:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1518 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1681 Maximum occupied tiles: 12 Seat events: 117 Single-blocker events: 32 Multiple-blocker events: 11 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1689 Maximum occupied tiles: 11 Seat events: 112 Single-blocker events: 29 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1651 Reservations granted: 1647 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 5160 Longest unresolved passenger ID: 129 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 186 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14019 Total stationary ticks: 105901 Seat-event requests: 1762 Failed seat-event starts: 1533 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 71 Critical blocker identity: P71->8C(RIGHT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 6 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT) P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1533 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 9|10|11 Critical blocker unavailable yield tiles: 11 Critical blocker yield-tile occupants: 129 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1533 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 512 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P78->12H(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 9|10|11 Current unavailable yield tiles: 11 Current yield-tile occupants: 129 Final row-event chain: 71|129|78 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 54 SUCCESSFUL TRANSITION SIGNATURE CATALOGUE ============================================================ Date/Time: 2026-07-17 11:29:39 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 27 Scenario seed: -9036946652584501975 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2336 Passengers seated: 229/235 Average waiting ticks: 417.88 Longest waiting passenger: P71->8C(RIGHT) Longest waiting ticks: 2318 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1532 Regions dissolved: 1 Repeated reconstructions avoided: 1532 Largest region lifetime: 1521 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1521:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1518 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1681 Maximum occupied tiles: 12 Seat events: 117 Single-blocker events: 32 Multiple-blocker events: 11 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1689 Maximum occupied tiles: 11 Seat events: 112 Single-blocker events: 29 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1651 Reservations granted: 1647 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 5160 Longest unresolved passenger ID: 129 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 186 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14019 Total stationary ticks: 105901 Seat-event requests: 1762 Failed seat-event starts: 1533 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 71 Critical blocker identity: P71->8C(RIGHT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 6 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT) P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1533 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 9|10|11 Critical blocker unavailable yield tiles: 11 Critical blocker yield-tile occupants: 129 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1533 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 512 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P78->12H(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 9|10|11 Current unavailable yield tiles: 11 Current yield-tile occupants: 129 Final row-event chain: 71|129|78 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 54 SUCCESSFUL TRANSITION SIGNATURE CATALOGUE ============================================================ Date/Time: 2026-07-17 11:29:39 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 28 Scenario seed: 3854657311787069719 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 99.57% OUTCOME ------- Status: SUCCESS Completed ticks: 846 Passengers seated: 235/235 Average waiting ticks: 387.29 Longest waiting passenger: P209->24H(RIGHT) Longest waiting ticks: 791 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 17 Regions dissolved: 1 Repeated reconstructions avoided: 17 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=18 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1630 Maximum occupied tiles: 11 Seat events: 117 Single-blocker events: 29 Multiple-blocker events: 8 Temporary aisle reoccupations: 46 RIGHT AISLE ----------- Total moves: 1792 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 34 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 130 Reservations granted: 128 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4304 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5385 Total stationary ticks: 94620 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 509 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 509 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 54 SUCCESSFUL TRANSITION SIGNATURE CATALOGUE ============================================================ Date/Time: 2026-07-17 11:29:39 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 28 Scenario seed: 3854657311787069719 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 99.57% OUTCOME ------- Status: SUCCESS Completed ticks: 846 Passengers seated: 235/235 Average waiting ticks: 387.29 Longest waiting passenger: P209->24H(RIGHT) Longest waiting ticks: 791 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 17 Regions dissolved: 1 Repeated reconstructions avoided: 17 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=18 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1630 Maximum occupied tiles: 11 Seat events: 117 Single-blocker events: 29 Multiple-blocker events: 8 Temporary aisle reoccupations: 46 RIGHT AISLE ----------- Total moves: 1792 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 34 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 130 Reservations granted: 128 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4303 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5384 Total stationary ticks: 94620 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 509 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 509 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 54 SUCCESSFUL TRANSITION SIGNATURE CATALOGUE ============================================================ Date/Time: 2026-07-17 11:29:39 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 29 Scenario seed: -4567754299527007339 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 91.06% OUTCOME ------- Status: SUCCESS Completed ticks: 902 Passengers seated: 235/235 Average waiting ticks: 390.21 Longest waiting passenger: P72->10D(LEFT) Longest waiting ticks: 865 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 21 Regions dissolved: 1 Repeated reconstructions avoided: 21 Largest region lifetime: 22 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=22 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1777 Maximum occupied tiles: 11 Seat events: 128 Single-blocker events: 25 Multiple-blocker events: 19 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 1611 Maximum occupied tiles: 11 Seat events: 107 Single-blocker events: 31 Multiple-blocker events: 4 Temporary aisle reoccupations: 39 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 128 Reservations granted: 125 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4209 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5267 Total stationary ticks: 95173 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 540 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 54 SUCCESSFUL TRANSITION SIGNATURE CATALOGUE ============================================================ Date/Time: 2026-07-17 11:29:39 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 29 Scenario seed: -4567754299527007339 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 91.06% OUTCOME ------- Status: SUCCESS Completed ticks: 902 Passengers seated: 235/235 Average waiting ticks: 390.21 Longest waiting passenger: P72->10D(LEFT) Longest waiting ticks: 865 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 21 Regions dissolved: 1 Repeated reconstructions avoided: 21 Largest region lifetime: 22 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=22 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1777 Maximum occupied tiles: 11 Seat events: 128 Single-blocker events: 25 Multiple-blocker events: 19 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 1611 Maximum occupied tiles: 11 Seat events: 107 Single-blocker events: 31 Multiple-blocker events: 4 Temporary aisle reoccupations: 39 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 128 Reservations granted: 125 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4209 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5267 Total stationary ticks: 95173 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 540 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 54 SUCCESSFUL TRANSITION SIGNATURE CATALOGUE ============================================================ Date/Time: 2026-07-17 11:29:39 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 30 Scenario seed: 3367915316291643157 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 869 Passengers seated: 235/235 Average waiting ticks: 394.64 Longest waiting passenger: P74->3A(LEFT) Longest waiting ticks: 817 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1723 Maximum occupied tiles: 11 Seat events: 119 Single-blocker events: 29 Multiple-blocker events: 14 Temporary aisle reoccupations: 61 RIGHT AISLE ----------- Total moves: 1665 Maximum occupied tiles: 11 Seat events: 116 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 124 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3914 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5047 Total stationary ticks: 95938 Seat-event requests: 243 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 572 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 7 Active-event deferrals: 572 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 54 SUCCESSFUL TRANSITION SIGNATURE CATALOGUE ============================================================ Date/Time: 2026-07-17 11:29:39 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 30 Scenario seed: 3367915316291643157 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 869 Passengers seated: 235/235 Average waiting ticks: 394.64 Longest waiting passenger: P74->3A(LEFT) Longest waiting ticks: 817 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1723 Maximum occupied tiles: 11 Seat events: 119 Single-blocker events: 29 Multiple-blocker events: 14 Temporary aisle reoccupations: 61 RIGHT AISLE ----------- Total moves: 1665 Maximum occupied tiles: 11 Seat events: 116 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 124 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3914 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5047 Total stationary ticks: 95938 Seat-event requests: 243 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 572 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 7 Active-event deferrals: 572 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n ************************************************************ BATCH EXPERIMENT SUMMARY RESEARCH EXPERIMENT 54 SUCCESSFUL TRANSITION SIGNATURE CATALOGUE ************************************************************ Experiment seed: 9783790101901 Scenarios executed: 60 Successful completions: 43 Incomplete/MAX_TICKS: 17 Average completed ticks: 1391.40 Average waiting ticks: 460.32 ************************************************************ ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 55 MATCHED NEUTRAL CONTRAST ANALYSIS ============================================================ Date/Time: 2026-07-17 11:39:03 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 1 Scenario seed: 3055370766012738473 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 842 Passengers seated: 235/235 Average waiting ticks: 381.71 Longest waiting passenger: P14->4G(RIGHT) Longest waiting ticks: 802 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 31 Regions dissolved: 3 Repeated reconstructions avoided: 31 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 0 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1605 Maximum occupied tiles: 13 Seat events: 114 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 56 RIGHT AISLE ----------- Total moves: 1759 Maximum occupied tiles: 13 Seat events: 121 Single-blocker events: 28 Multiple-blocker events: 11 Temporary aisle reoccupations: 53 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 129 Reservations granted: 129 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4378 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5526 Total stationary ticks: 93373 Seat-event requests: 249 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 592 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 592 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 55 MATCHED NEUTRAL CONTRAST ANALYSIS ============================================================ Date/Time: 2026-07-17 11:39:03 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 1 Scenario seed: 3055370766012738473 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 842 Passengers seated: 235/235 Average waiting ticks: 381.71 Longest waiting passenger: P14->4G(RIGHT) Longest waiting ticks: 802 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 31 Regions dissolved: 3 Repeated reconstructions avoided: 31 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 0 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1605 Maximum occupied tiles: 13 Seat events: 114 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 56 RIGHT AISLE ----------- Total moves: 1759 Maximum occupied tiles: 13 Seat events: 121 Single-blocker events: 28 Multiple-blocker events: 11 Temporary aisle reoccupations: 53 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 129 Reservations granted: 129 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4378 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5526 Total stationary ticks: 93373 Seat-event requests: 249 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 592 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 592 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 55 MATCHED NEUTRAL CONTRAST ANALYSIS ============================================================ Date/Time: 2026-07-17 11:39:03 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 2 Scenario seed: -5861873949581201790 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 461.78 Longest waiting passenger: P176->13G(RIGHT) Longest waiting ticks: 940 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2124 Maximum occupied tiles: 12 Seat events: 140 Single-blocker events: 52 Multiple-blocker events: 12 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2238 Maximum occupied tiles: 13 Seat events: 142 Single-blocker events: 33 Multiple-blocker events: 24 Temporary aisle reoccupations: 81 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 99 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5604 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6986 Total stationary ticks: 134989 Seat-event requests: 296 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 657 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 657 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 55 MATCHED NEUTRAL CONTRAST ANALYSIS ============================================================ Date/Time: 2026-07-17 11:39:03 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 2 Scenario seed: -5861873949581201790 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 461.78 Longest waiting passenger: P176->13G(RIGHT) Longest waiting ticks: 940 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2124 Maximum occupied tiles: 12 Seat events: 140 Single-blocker events: 52 Multiple-blocker events: 12 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2238 Maximum occupied tiles: 13 Seat events: 142 Single-blocker events: 33 Multiple-blocker events: 24 Temporary aisle reoccupations: 81 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 99 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5604 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6986 Total stationary ticks: 134989 Seat-event requests: 296 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 657 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 657 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 55 MATCHED NEUTRAL CONTRAST ANALYSIS ============================================================ Date/Time: 2026-07-17 11:39:03 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 3 Scenario seed: 6413959567787430862 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 99.72% OUTCOME ------- Status: SUCCESS Completed ticks: 1255 Passengers seated: 353/353 Average waiting ticks: 584.28 Longest waiting passenger: P110->21D(LEFT) Longest waiting ticks: 1200 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 51 Regions dissolved: 4 Repeated reconstructions avoided: 51 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=11 Confirmation deferral ticks: 5 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3168 Maximum occupied tiles: 14 Seat events: 177 Single-blocker events: 45 Multiple-blocker events: 29 Temporary aisle reoccupations: 109 RIGHT AISLE ----------- Total moves: 3052 Maximum occupied tiles: 13 Seat events: 176 Single-blocker events: 53 Multiple-blocker events: 27 Temporary aisle reoccupations: 112 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 159 Reservations granted: 157 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8069 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9772 Total stationary ticks: 213222 Seat-event requests: 381 Failed seat-event starts: 28 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 782 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 28 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 782 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 55 MATCHED NEUTRAL CONTRAST ANALYSIS ============================================================ Date/Time: 2026-07-17 11:39:03 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 3 Scenario seed: 6413959567787430862 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 99.72% OUTCOME ------- Status: SUCCESS Completed ticks: 1255 Passengers seated: 353/353 Average waiting ticks: 584.23 Longest waiting passenger: P110->21D(LEFT) Longest waiting ticks: 1200 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 51 Regions dissolved: 4 Repeated reconstructions avoided: 51 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=11 Confirmation deferral ticks: 5 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3168 Maximum occupied tiles: 14 Seat events: 177 Single-blocker events: 45 Multiple-blocker events: 29 Temporary aisle reoccupations: 109 RIGHT AISLE ----------- Total moves: 3052 Maximum occupied tiles: 13 Seat events: 176 Single-blocker events: 53 Multiple-blocker events: 27 Temporary aisle reoccupations: 112 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 159 Reservations granted: 157 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8079 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9784 Total stationary ticks: 213224 Seat-event requests: 381 Failed seat-event starts: 28 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 775 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 28 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 775 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 55 MATCHED NEUTRAL CONTRAST ANALYSIS ============================================================ Date/Time: 2026-07-17 11:39:03 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 4 Scenario seed: -6874954252876456991 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2294 Passengers seated: 169/235 Average waiting ticks: 811.85 Longest waiting passenger: P2->16C(RIGHT) Longest waiting ticks: 2294 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 4 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1889 Regions dissolved: 0 Repeated reconstructions avoided: 1889 Largest region lifetime: 1890 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1890:occupied=4 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1887 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1607 Maximum occupied tiles: 13 Seat events: 113 Single-blocker events: 31 Multiple-blocker events: 9 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 914 Maximum occupied tiles: 12 Seat events: 56 Single-blocker events: 9 Multiple-blocker events: 1 Temporary aisle reoccupations: 11 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1981 Reservations granted: 1976 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 57 Remaining moving in aisle: 6 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 11640 Longest unresolved passenger ID: 2 Longest unresolved row: 16 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 109 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 6 Total blocked ticks: 20936 Total stationary ticks: 204785 Seat-event requests: 2064 Failed seat-event starts: 1895 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 169 Critical blocker identity: P169->4C(RIGHT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 9 Unresolved outside passengers: 57 Unresolved internal passengers outside critical tree: 5 Critical blocker tree: P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT) P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1895 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 5|6|7 Critical blocker unavailable yield tiles: 7 Critical blocker yield-tile occupants: 165 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1895 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 388 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P53->8E(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 5|6|7 Current unavailable yield tiles: 7 Current yield-tile occupants: 165 Final row-event chain: 169|165|53 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 55 MATCHED NEUTRAL CONTRAST ANALYSIS ============================================================ Date/Time: 2026-07-17 11:39:03 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 4 Scenario seed: -6874954252876456991 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2294 Passengers seated: 169/235 Average waiting ticks: 811.85 Longest waiting passenger: P2->16C(RIGHT) Longest waiting ticks: 2294 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 4 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1889 Regions dissolved: 0 Repeated reconstructions avoided: 1889 Largest region lifetime: 1890 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1890:occupied=4 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1887 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1607 Maximum occupied tiles: 13 Seat events: 113 Single-blocker events: 31 Multiple-blocker events: 9 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 914 Maximum occupied tiles: 12 Seat events: 56 Single-blocker events: 9 Multiple-blocker events: 1 Temporary aisle reoccupations: 11 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1981 Reservations granted: 1976 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 57 Remaining moving in aisle: 6 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 11640 Longest unresolved passenger ID: 2 Longest unresolved row: 16 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 109 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 6 Total blocked ticks: 20922 Total stationary ticks: 204781 Seat-event requests: 2064 Failed seat-event starts: 1895 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 169 Critical blocker identity: P169->4C(RIGHT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 9 Unresolved outside passengers: 57 Unresolved internal passengers outside critical tree: 5 Critical blocker tree: P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT) P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1895 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 5|6|7 Critical blocker unavailable yield tiles: 7 Critical blocker yield-tile occupants: 165 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1895 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 380 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P53->8E(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 5|6|7 Current unavailable yield tiles: 7 Current yield-tile occupants: 165 Final row-event chain: 169|165|53 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 55 MATCHED NEUTRAL CONTRAST ANALYSIS ============================================================ Date/Time: 2026-07-17 11:39:03 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 5 Scenario seed: -3861213001347413166 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1037 Passengers seated: 282/282 Average waiting ticks: 463.27 Longest waiting passenger: P14->18D(LEFT) Longest waiting ticks: 988 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2266 Maximum occupied tiles: 13 Seat events: 148 Single-blocker events: 41 Multiple-blocker events: 16 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 2110 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 45 Multiple-blocker events: 14 Temporary aisle reoccupations: 73 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 95 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5619 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6814 Total stationary ticks: 135338 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 584 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 584 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 55 MATCHED NEUTRAL CONTRAST ANALYSIS ============================================================ Date/Time: 2026-07-17 11:39:03 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 5 Scenario seed: -3861213001347413166 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1037 Passengers seated: 282/282 Average waiting ticks: 463.27 Longest waiting passenger: P14->18D(LEFT) Longest waiting ticks: 988 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2266 Maximum occupied tiles: 13 Seat events: 148 Single-blocker events: 41 Multiple-blocker events: 16 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 2110 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 45 Multiple-blocker events: 14 Temporary aisle reoccupations: 73 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 95 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5619 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6814 Total stationary ticks: 135338 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 584 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 584 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 55 MATCHED NEUTRAL CONTRAST ANALYSIS ============================================================ Date/Time: 2026-07-17 11:39:03 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 6 Scenario seed: 5232186905524502075 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 94.47% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2349 Passengers seated: 226/235 Average waiting ticks: 412.04 Longest waiting passenger: P148->22D(RIGHT) Longest waiting ticks: 2308 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 10 Cluster candidates evaluated: 3 Executable cluster candidates: 1 Rejected cluster candidates: 2 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 9 Selected release potential total: 5 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1602 Regions dissolved: 2 Repeated reconstructions avoided: 1602 Largest region lifetime: 1574 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1574:occupied=9 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1520 State changes reopening evaluation: 9 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1534 Maximum occupied tiles: 11 Seat events: 111 Single-blocker events: 33 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1850 Maximum occupied tiles: 13 Seat events: 115 Single-blocker events: 25 Multiple-blocker events: 11 Temporary aisle reoccupations: 49 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1668 Reservations granted: 1665 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 7 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 11128 Longest unresolved passenger ID: 198 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 7 Longest dependency chain: P102(27G/RIGHT) -> P111(26C/RIGHT) -> P180(26D/RIGHT) -> P228(28H/RIGHT) -> P123(29E/RIGHT) -> P198(30F/RIGHT) -> P69(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 102 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 7 Total blocked ticks: 18631 Total stationary ticks: 110660 Seat-event requests: 1780 Failed seat-event starts: 1554 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 69 Critical blocker identity: P69->29C(RIGHT) Direct fan-out: 1 Total indirect descendants: 6 Critical tree size including blocker: 7 Critical tree depth: 7 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 9 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P69(29C/RIGHT/WAITING_FOR_SEAT_EVENT) P198(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P123(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P228(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P180(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P111(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P102(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1519 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1519 Rear-boundary failures: 35 Middle-bank reservation failures: 3 Active-event deferrals: 539 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1782\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1522\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 55 MATCHED NEUTRAL CONTRAST ANALYSIS ============================================================ Date/Time: 2026-07-17 11:39:03 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 6 Scenario seed: 5232186905524502075 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 94.47% OUTCOME ------- Status: SUCCESS Completed ticks: 892 Passengers seated: 235/235 Average waiting ticks: 399.84 Longest waiting passenger: P204->17E(RIGHT) Longest waiting ticks: 844 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 6 Selected release potential total: 5 Last cluster decision: RIGHT:tiles8-13:occupied=6:anchor=P172:selected=P162:directReleases=0:releasePotential=5 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 29 Regions dissolved: 2 Repeated reconstructions avoided: 29 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1534 Maximum occupied tiles: 11 Seat events: 111 Single-blocker events: 33 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1872 Maximum occupied tiles: 11 Seat events: 124 Single-blocker events: 28 Multiple-blocker events: 15 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 134 Reservations granted: 131 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3993 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4927 Total stationary ticks: 97124 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 507 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 507 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 55 MATCHED NEUTRAL CONTRAST ANALYSIS ============================================================ Date/Time: 2026-07-17 11:39:03 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 7 Scenario seed: -6941493034642023543 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 95.75% OUTCOME ------- Status: SUCCESS Completed ticks: 1320 Passengers seated: 353/353 Average waiting ticks: 603.76 Longest waiting passenger: P99->23G(LEFT) Longest waiting ticks: 1270 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3201 Maximum occupied tiles: 15 Seat events: 184 Single-blocker events: 48 Multiple-blocker events: 27 Temporary aisle reoccupations: 104 RIGHT AISLE ----------- Total moves: 2947 Maximum occupied tiles: 13 Seat events: 169 Single-blocker events: 50 Multiple-blocker events: 21 Temporary aisle reoccupations: 95 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 152 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6822 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8389 Total stationary ticks: 218685 Seat-event requests: 375 Failed seat-event starts: 22 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 864 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 22 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 864 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 55 MATCHED NEUTRAL CONTRAST ANALYSIS ============================================================ Date/Time: 2026-07-17 11:39:03 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 7 Scenario seed: -6941493034642023543 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 95.75% OUTCOME ------- Status: SUCCESS Completed ticks: 1320 Passengers seated: 353/353 Average waiting ticks: 603.79 Longest waiting passenger: P99->23G(LEFT) Longest waiting ticks: 1270 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3201 Maximum occupied tiles: 15 Seat events: 184 Single-blocker events: 48 Multiple-blocker events: 27 Temporary aisle reoccupations: 104 RIGHT AISLE ----------- Total moves: 2947 Maximum occupied tiles: 13 Seat events: 169 Single-blocker events: 50 Multiple-blocker events: 21 Temporary aisle reoccupations: 95 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 152 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6817 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8387 Total stationary ticks: 218684 Seat-event requests: 374 Failed seat-event starts: 21 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 871 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 21 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 871 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 374\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 55 MATCHED NEUTRAL CONTRAST ANALYSIS ============================================================ Date/Time: 2026-07-17 11:39:03 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 8 Scenario seed: -8554465769121675260 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 861 Passengers seated: 235/235 Average waiting ticks: 382.57 Longest waiting passenger: P23->28C(RIGHT) Longest waiting ticks: 816 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1693 Maximum occupied tiles: 14 Seat events: 114 Single-blocker events: 26 Multiple-blocker events: 13 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 1699 Maximum occupied tiles: 12 Seat events: 121 Single-blocker events: 35 Multiple-blocker events: 11 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 125 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4487 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5649 Total stationary ticks: 93738 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 539 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 539 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 55 MATCHED NEUTRAL CONTRAST ANALYSIS ============================================================ Date/Time: 2026-07-17 11:39:03 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 8 Scenario seed: -8554465769121675260 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 861 Passengers seated: 235/235 Average waiting ticks: 382.62 Longest waiting passenger: P23->28C(RIGHT) Longest waiting ticks: 816 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1693 Maximum occupied tiles: 14 Seat events: 114 Single-blocker events: 26 Multiple-blocker events: 13 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 1699 Maximum occupied tiles: 12 Seat events: 121 Single-blocker events: 35 Multiple-blocker events: 11 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 125 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4472 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5637 Total stationary ticks: 93736 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 542 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 542 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 55 MATCHED NEUTRAL CONTRAST ANALYSIS ============================================================ Date/Time: 2026-07-17 11:39:03 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 9 Scenario seed: 5225839747377591732 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1015 Passengers seated: 282/282 Average waiting ticks: 466.34 Longest waiting passenger: P68->23A(LEFT) Longest waiting ticks: 960 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2100 Maximum occupied tiles: 11 Seat events: 144 Single-blocker events: 44 Multiple-blocker events: 12 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 2256 Maximum occupied tiles: 12 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 13 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 102 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5299 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6604 Total stationary ticks: 135920 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 691 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 691 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 55 MATCHED NEUTRAL CONTRAST ANALYSIS ============================================================ Date/Time: 2026-07-17 11:39:03 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 9 Scenario seed: 5225839747377591732 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1015 Passengers seated: 282/282 Average waiting ticks: 466.34 Longest waiting passenger: P68->23A(LEFT) Longest waiting ticks: 960 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2100 Maximum occupied tiles: 11 Seat events: 144 Single-blocker events: 44 Multiple-blocker events: 12 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 2256 Maximum occupied tiles: 12 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 13 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 102 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5299 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6604 Total stationary ticks: 135920 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 691 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 691 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 55 MATCHED NEUTRAL CONTRAST ANALYSIS ============================================================ Date/Time: 2026-07-17 11:39:03 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 10 Scenario seed: 1939935009979591158 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2369 Passengers seated: 232/235 Average waiting ticks: 394.61 Longest waiting passenger: P8->28F(LEFT) Longest waiting ticks: 2299 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1636 Regions dissolved: 2 Repeated reconstructions avoided: 1636 Largest region lifetime: 1601 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1601:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1584 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 12 Seat events: 110 Single-blocker events: 30 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1757 Maximum occupied tiles: 11 Seat events: 122 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1714 Reservations granted: 1714 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 2 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4339 Longest unresolved passenger ID: 15 Longest unresolved row: 28 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 121 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 2 Total blocked ticks: 10065 Total stationary ticks: 99506 Seat-event requests: 1830 Failed seat-event starts: 1598 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 8 Critical blocker identity: P8->28F(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P8(28F/LEFT/WAITING_FOR_SEAT_EVENT) P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1587 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 3 Critical blocker required yield tiles: 29|30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 11 Rear-boundary failures: 1587 Middle-bank reservation failures: 0 Active-event deferrals: 484 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 29|30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 55 MATCHED NEUTRAL CONTRAST ANALYSIS ============================================================ Date/Time: 2026-07-17 11:39:03 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 10 Scenario seed: 1939935009979591158 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2369 Passengers seated: 232/235 Average waiting ticks: 394.60 Longest waiting passenger: P8->28F(LEFT) Longest waiting ticks: 2299 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1636 Regions dissolved: 2 Repeated reconstructions avoided: 1636 Largest region lifetime: 1601 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1601:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1584 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 12 Seat events: 110 Single-blocker events: 30 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1757 Maximum occupied tiles: 11 Seat events: 122 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1714 Reservations granted: 1714 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 2 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4349 Longest unresolved passenger ID: 15 Longest unresolved row: 28 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 121 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 2 Total blocked ticks: 10071 Total stationary ticks: 99508 Seat-event requests: 1830 Failed seat-event starts: 1598 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 8 Critical blocker identity: P8->28F(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P8(28F/LEFT/WAITING_FOR_SEAT_EVENT) P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1587 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 3 Critical blocker required yield tiles: 29|30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 11 Rear-boundary failures: 1587 Middle-bank reservation failures: 0 Active-event deferrals: 485 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 29|30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 55 MATCHED NEUTRAL CONTRAST ANALYSIS ============================================================ Date/Time: 2026-07-17 11:39:03 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 11 Scenario seed: 1252229027809620306 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 97.45% OUTCOME ------- Status: SUCCESS Completed ticks: 1280 Passengers seated: 353/353 Average waiting ticks: 583.29 Longest waiting passenger: P34->24D(LEFT) Longest waiting ticks: 1216 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3262 Maximum occupied tiles: 13 Seat events: 181 Single-blocker events: 47 Multiple-blocker events: 22 Temporary aisle reoccupations: 97 RIGHT AISLE ----------- Total moves: 2896 Maximum occupied tiles: 14 Seat events: 172 Single-blocker events: 43 Multiple-blocker events: 26 Temporary aisle reoccupations: 100 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 149 Reservations granted: 149 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8010 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9374 Total stationary ticks: 212715 Seat-event requests: 371 Failed seat-event starts: 18 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 643 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 18 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 643 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 55 MATCHED NEUTRAL CONTRAST ANALYSIS ============================================================ Date/Time: 2026-07-17 11:39:03 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 11 Scenario seed: 1252229027809620306 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 97.45% OUTCOME ------- Status: SUCCESS Completed ticks: 1280 Passengers seated: 353/353 Average waiting ticks: 583.32 Longest waiting passenger: P34->24D(LEFT) Longest waiting ticks: 1216 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3262 Maximum occupied tiles: 13 Seat events: 181 Single-blocker events: 47 Multiple-blocker events: 22 Temporary aisle reoccupations: 97 RIGHT AISLE ----------- Total moves: 2896 Maximum occupied tiles: 14 Seat events: 172 Single-blocker events: 43 Multiple-blocker events: 26 Temporary aisle reoccupations: 100 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 149 Reservations granted: 149 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7975 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9381 Total stationary ticks: 212716 Seat-event requests: 371 Failed seat-event starts: 18 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 654 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 18 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 654 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 55 MATCHED NEUTRAL CONTRAST ANALYSIS ============================================================ Date/Time: 2026-07-17 11:39:03 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 12 Scenario seed: 8187627317652047108 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 93.62% OUTCOME ------- Status: SUCCESS Completed ticks: 880 Passengers seated: 235/235 Average waiting ticks: 383.92 Longest waiting passenger: P3->11G(RIGHT) Longest waiting ticks: 827 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 29 Regions dissolved: 1 Repeated reconstructions avoided: 29 Largest region lifetime: 30 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=30 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 13 Seat events: 110 Single-blocker events: 28 Multiple-blocker events: 7 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1738 Maximum occupied tiles: 12 Seat events: 125 Single-blocker events: 35 Multiple-blocker events: 14 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 135 Reservations granted: 125 Reservations denied/waited: 10 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4421 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5748 Total stationary ticks: 94039 Seat-event requests: 241 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 646 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 10 Active-event deferrals: 646 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 55 MATCHED NEUTRAL CONTRAST ANALYSIS ============================================================ Date/Time: 2026-07-17 11:39:03 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 12 Scenario seed: 8187627317652047108 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 93.62% OUTCOME ------- Status: SUCCESS Completed ticks: 880 Passengers seated: 235/235 Average waiting ticks: 384.07 Longest waiting passenger: P3->11G(RIGHT) Longest waiting ticks: 827 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 29 Regions dissolved: 1 Repeated reconstructions avoided: 29 Largest region lifetime: 30 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=30 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 13 Seat events: 110 Single-blocker events: 28 Multiple-blocker events: 7 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1738 Maximum occupied tiles: 12 Seat events: 125 Single-blocker events: 35 Multiple-blocker events: 14 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 133 Reservations granted: 125 Reservations denied/waited: 8 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4381 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5693 Total stationary ticks: 94024 Seat-event requests: 241 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 645 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 8 Active-event deferrals: 645 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 55 MATCHED NEUTRAL CONTRAST ANALYSIS ============================================================ Date/Time: 2026-07-17 11:39:04 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 13 Scenario seed: 6351835860743924132 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 65.96% Aisle-assignment balance: 95.04% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2516 Passengers seated: 277/282 Average waiting ticks: 479.16 Longest waiting passenger: P279->31A(LEFT) Longest waiting ticks: 2446 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 0 Rejected cluster candidates: 1 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 5 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1515 Regions dissolved: 0 Repeated reconstructions avoided: 1515 Largest region lifetime: 1516 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1516:occupied=5 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1499 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2303 Maximum occupied tiles: 15 Seat events: 143 Single-blocker events: 44 Multiple-blocker events: 16 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2058 Maximum occupied tiles: 13 Seat events: 134 Single-blocker events: 36 Multiple-blocker events: 13 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 96 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5609 Longest unresolved passenger ID: 117 Longest unresolved row: 32 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 226 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14637 Total stationary ticks: 144501 Seat-event requests: 1814 Failed seat-event starts: 1537 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 111 Critical blocker identity: P111->28A(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P111(28A/LEFT/WAITING_FOR_SEAT_EVENT) P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1513 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 29|30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 117 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1513 Rear-boundary failures: 24 Middle-bank reservation failures: 1 Active-event deferrals: 702 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P279->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=925,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 29|30 Current unavailable yield tiles: 30 Current yield-tile occupants: 117 Final row-event chain: 111|117|279 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 55 MATCHED NEUTRAL CONTRAST ANALYSIS ============================================================ Date/Time: 2026-07-17 11:39:04 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 13 Scenario seed: 6351835860743924132 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 65.96% Aisle-assignment balance: 95.04% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2516 Passengers seated: 277/282 Average waiting ticks: 479.23 Longest waiting passenger: P279->31A(LEFT) Longest waiting ticks: 2446 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 0 Rejected cluster candidates: 1 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 5 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1515 Regions dissolved: 0 Repeated reconstructions avoided: 1515 Largest region lifetime: 1516 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1516:occupied=5 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1499 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2303 Maximum occupied tiles: 15 Seat events: 143 Single-blocker events: 44 Multiple-blocker events: 16 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2058 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 36 Multiple-blocker events: 13 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 96 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5567 Longest unresolved passenger ID: 117 Longest unresolved row: 32 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 226 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14536 Total stationary ticks: 144436 Seat-event requests: 1814 Failed seat-event starts: 1537 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 111 Critical blocker identity: P111->28A(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P111(28A/LEFT/WAITING_FOR_SEAT_EVENT) P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1513 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 29|30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 117 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1513 Rear-boundary failures: 24 Middle-bank reservation failures: 1 Active-event deferrals: 689 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P279->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=933,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 29|30 Current unavailable yield tiles: 30 Current yield-tile occupants: 117 Final row-event chain: 111|117|279 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 55 MATCHED NEUTRAL CONTRAST ANALYSIS ============================================================ Date/Time: 2026-07-17 11:39:04 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 14 Scenario seed: -8658915343845013000 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 995 Passengers seated: 282/282 Average waiting ticks: 460.22 Longest waiting passenger: P218->6F(RIGHT) Longest waiting ticks: 951 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2250 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 38 Multiple-blocker events: 11 Temporary aisle reoccupations: 60 RIGHT AISLE ----------- Total moves: 2145 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 42 Multiple-blocker events: 17 Temporary aisle reoccupations: 76 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 98 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5688 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7053 Total stationary ticks: 134674 Seat-event requests: 287 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 657 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 657 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 55 MATCHED NEUTRAL CONTRAST ANALYSIS ============================================================ Date/Time: 2026-07-17 11:39:04 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 14 Scenario seed: -8658915343845013000 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 995 Passengers seated: 282/282 Average waiting ticks: 460.18 Longest waiting passenger: P218->6F(RIGHT) Longest waiting ticks: 951 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2250 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 38 Multiple-blocker events: 11 Temporary aisle reoccupations: 60 RIGHT AISLE ----------- Total moves: 2145 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 42 Multiple-blocker events: 17 Temporary aisle reoccupations: 76 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 98 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5713 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7065 Total stationary ticks: 134676 Seat-event requests: 287 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 656 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 656 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 55 MATCHED NEUTRAL CONTRAST ANALYSIS ============================================================ Date/Time: 2026-07-17 11:39:04 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 15 Scenario seed: 5673179910411321410 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 462.27 Longest waiting passenger: P21->16E(RIGHT) Longest waiting ticks: 953 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2199 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 41 Multiple-blocker events: 20 Temporary aisle reoccupations: 81 RIGHT AISLE ----------- Total moves: 2185 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 39 Multiple-blocker events: 16 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 96 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5393 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6898 Total stationary ticks: 134958 Seat-event requests: 301 Failed seat-event starts: 19 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 714 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 19 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 714 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 55 MATCHED NEUTRAL CONTRAST ANALYSIS ============================================================ Date/Time: 2026-07-17 11:39:04 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 15 Scenario seed: 5673179910411321410 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 462.25 Longest waiting passenger: P21->16E(RIGHT) Longest waiting ticks: 953 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2199 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 41 Multiple-blocker events: 20 Temporary aisle reoccupations: 81 RIGHT AISLE ----------- Total moves: 2185 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 39 Multiple-blocker events: 16 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 96 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5398 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6898 Total stationary ticks: 134958 Seat-event requests: 301 Failed seat-event starts: 19 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 709 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 19 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 709 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 55 MATCHED NEUTRAL CONTRAST ANALYSIS ============================================================ Date/Time: 2026-07-17 11:39:04 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 16 Scenario seed: 6658752785952583458 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1052 Passengers seated: 282/282 Average waiting ticks: 468.96 Longest waiting passenger: P181->4E(LEFT) Longest waiting ticks: 999 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 14 Regions dissolved: 1 Repeated reconstructions avoided: 14 Largest region lifetime: 15 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=15 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2277 Maximum occupied tiles: 12 Seat events: 148 Single-blocker events: 45 Multiple-blocker events: 21 Temporary aisle reoccupations: 87 RIGHT AISLE ----------- Total moves: 2045 Maximum occupied tiles: 11 Seat events: 134 Single-blocker events: 34 Multiple-blocker events: 11 Temporary aisle reoccupations: 56 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 97 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5574 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6661 Total stationary ticks: 136880 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 528 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 528 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 55 MATCHED NEUTRAL CONTRAST ANALYSIS ============================================================ Date/Time: 2026-07-17 11:39:04 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 16 Scenario seed: 6658752785952583458 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1052 Passengers seated: 282/282 Average waiting ticks: 468.97 Longest waiting passenger: P181->4E(LEFT) Longest waiting ticks: 999 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 14 Regions dissolved: 1 Repeated reconstructions avoided: 14 Largest region lifetime: 15 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=15 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2277 Maximum occupied tiles: 12 Seat events: 148 Single-blocker events: 45 Multiple-blocker events: 21 Temporary aisle reoccupations: 87 RIGHT AISLE ----------- Total moves: 2045 Maximum occupied tiles: 11 Seat events: 134 Single-blocker events: 34 Multiple-blocker events: 11 Temporary aisle reoccupations: 56 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 97 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5574 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6655 Total stationary ticks: 136878 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 527 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 527 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 55 MATCHED NEUTRAL CONTRAST ANALYSIS ============================================================ Date/Time: 2026-07-17 11:39:04 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 17 Scenario seed: -218671498343752214 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.16% OUTCOME ------- Status: SUCCESS Completed ticks: 1029 Passengers seated: 282/282 Average waiting ticks: 464.66 Longest waiting passenger: P242->27G(RIGHT) Longest waiting ticks: 976 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 4 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 22 Regions dissolved: 2 Repeated reconstructions avoided: 22 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2178 Maximum occupied tiles: 12 Seat events: 137 Single-blocker events: 44 Multiple-blocker events: 14 Temporary aisle reoccupations: 72 RIGHT AISLE ----------- Total moves: 2204 Maximum occupied tiles: 12 Seat events: 145 Single-blocker events: 38 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 96 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5622 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6765 Total stationary ticks: 135723 Seat-event requests: 299 Failed seat-event starts: 17 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 557 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 17 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 557 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 55 MATCHED NEUTRAL CONTRAST ANALYSIS ============================================================ Date/Time: 2026-07-17 11:39:04 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 17 Scenario seed: -218671498343752214 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.16% OUTCOME ------- Status: SUCCESS Completed ticks: 1029 Passengers seated: 282/282 Average waiting ticks: 464.69 Longest waiting passenger: P242->27G(RIGHT) Longest waiting ticks: 976 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 4 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 22 Regions dissolved: 2 Repeated reconstructions avoided: 22 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2178 Maximum occupied tiles: 12 Seat events: 137 Single-blocker events: 44 Multiple-blocker events: 14 Temporary aisle reoccupations: 72 RIGHT AISLE ----------- Total moves: 2204 Maximum occupied tiles: 12 Seat events: 145 Single-blocker events: 38 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 96 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5612 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6786 Total stationary ticks: 135730 Seat-event requests: 299 Failed seat-event starts: 17 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 574 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 17 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 574 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 55 MATCHED NEUTRAL CONTRAST ANALYSIS ============================================================ Date/Time: 2026-07-17 11:39:04 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 18 Scenario seed: -8332752414533420411 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.34% Aisle-assignment balance: 99.15% OUTCOME ------- Status: SUCCESS Completed ticks: 1259 Passengers seated: 353/353 Average waiting ticks: 593.34 Longest waiting passenger: P150->11H(RIGHT) Longest waiting ticks: 1209 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3172 Maximum occupied tiles: 16 Seat events: 175 Single-blocker events: 42 Multiple-blocker events: 24 Temporary aisle reoccupations: 95 RIGHT AISLE ----------- Total moves: 2985 Maximum occupied tiles: 13 Seat events: 178 Single-blocker events: 55 Multiple-blocker events: 26 Temporary aisle reoccupations: 113 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 148 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7954 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9621 Total stationary ticks: 216298 Seat-event requests: 380 Failed seat-event starts: 27 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 784 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 27 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 784 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 55 MATCHED NEUTRAL CONTRAST ANALYSIS ============================================================ Date/Time: 2026-07-17 11:39:04 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 18 Scenario seed: -8332752414533420411 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.34% Aisle-assignment balance: 99.15% OUTCOME ------- Status: SUCCESS Completed ticks: 1259 Passengers seated: 353/353 Average waiting ticks: 593.34 Longest waiting passenger: P150->11H(RIGHT) Longest waiting ticks: 1209 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3172 Maximum occupied tiles: 16 Seat events: 175 Single-blocker events: 42 Multiple-blocker events: 24 Temporary aisle reoccupations: 95 RIGHT AISLE ----------- Total moves: 2985 Maximum occupied tiles: 13 Seat events: 178 Single-blocker events: 55 Multiple-blocker events: 26 Temporary aisle reoccupations: 113 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 148 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7954 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9621 Total stationary ticks: 216298 Seat-event requests: 380 Failed seat-event starts: 27 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 784 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 27 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 784 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 55 MATCHED NEUTRAL CONTRAST ANALYSIS ============================================================ Date/Time: 2026-07-17 11:39:04 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 19 Scenario seed: 5866349045608257533 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2347 Passengers seated: 230/235 Average waiting ticks: 400.83 Longest waiting passenger: P105->29D(RIGHT) Longest waiting ticks: 2279 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 6 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 6 Selected release potential total: 9 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1613 Regions dissolved: 2 Repeated reconstructions avoided: 1613 Largest region lifetime: 1570 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1570:occupied=5 Confirmation deferral ticks: 6 Regions reaching confirmation: 3 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1549 State changes reopening evaluation: 3 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1684 Maximum occupied tiles: 13 Seat events: 120 Single-blocker events: 26 Multiple-blocker events: 20 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 1708 Maximum occupied tiles: 12 Seat events: 110 Single-blocker events: 29 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1708 Reservations granted: 1708 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 4 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 6675 Longest unresolved passenger ID: 128 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 5 Longest dependency chain: P170(27E/RIGHT) -> P33(30G/RIGHT) -> P155(28G/RIGHT) -> P128(30F/RIGHT) -> P105(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 170 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 4 Total blocked ticks: 13109 Total stationary ticks: 103859 Seat-event requests: 1828 Failed seat-event starts: 1598 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 105 Critical blocker identity: P105->29D(RIGHT) Direct fan-out: 1 Total indirect descendants: 4 Critical tree size including blocker: 5 Critical tree depth: 5 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P105(29D/RIGHT/WAITING_FOR_SEAT_EVENT) P128(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P155(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P33(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P170(27E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1569 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 29 Rear-boundary failures: 1569 Middle-bank reservation failures: 0 Active-event deferrals: 562 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1826\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 55 MATCHED NEUTRAL CONTRAST ANALYSIS ============================================================ Date/Time: 2026-07-17 11:39:04 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 19 Scenario seed: 5866349045608257533 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 845 Passengers seated: 235/235 Average waiting ticks: 394.17 Longest waiting passenger: P133->5B(LEFT) Longest waiting ticks: 814 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 4 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 6 Selected release potential total: 9 Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P15:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 44 Regions dissolved: 2 Repeated reconstructions avoided: 44 Largest region lifetime: 34 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=12 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1684 Maximum occupied tiles: 13 Seat events: 120 Single-blocker events: 26 Multiple-blocker events: 20 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 1717 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 30 Multiple-blocker events: 13 Temporary aisle reoccupations: 58 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 142 Reservations granted: 142 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4251 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5354 Total stationary ticks: 96093 Seat-event requests: 264 Failed seat-event starts: 29 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 557 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 29 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 557 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 262\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 55 MATCHED NEUTRAL CONTRAST ANALYSIS ============================================================ Date/Time: 2026-07-17 11:39:04 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 20 Scenario seed: 3658999535626094423 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: SUCCESS Completed ticks: 845 Passengers seated: 235/235 Average waiting ticks: 383.63 Longest waiting passenger: P59->4F(RIGHT) Longest waiting ticks: 835 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 25 Regions dissolved: 2 Repeated reconstructions avoided: 25 Largest region lifetime: 19 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=19 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1732 Maximum occupied tiles: 11 Seat events: 113 Single-blocker events: 37 Multiple-blocker events: 8 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1701 Maximum occupied tiles: 13 Seat events: 122 Single-blocker events: 27 Multiple-blocker events: 16 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 127 Reservations granted: 127 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4587 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5751 Total stationary ticks: 94043 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 587 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 587 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 55 MATCHED NEUTRAL CONTRAST ANALYSIS ============================================================ Date/Time: 2026-07-17 11:39:04 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 20 Scenario seed: 3658999535626094423 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: SUCCESS Completed ticks: 845 Passengers seated: 235/235 Average waiting ticks: 383.62 Longest waiting passenger: P59->4F(RIGHT) Longest waiting ticks: 835 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 25 Regions dissolved: 2 Repeated reconstructions avoided: 25 Largest region lifetime: 19 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=19 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1732 Maximum occupied tiles: 11 Seat events: 113 Single-blocker events: 37 Multiple-blocker events: 8 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1701 Maximum occupied tiles: 13 Seat events: 122 Single-blocker events: 27 Multiple-blocker events: 16 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 127 Reservations granted: 127 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4592 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5750 Total stationary ticks: 94042 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 583 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 583 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 55 MATCHED NEUTRAL CONTRAST ANALYSIS ============================================================ Date/Time: 2026-07-17 11:39:04 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 21 Scenario seed: 1778985705851435071 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1007 Passengers seated: 282/282 Average waiting ticks: 462.32 Longest waiting passenger: P199->4E(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 3 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 8 Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 49 Regions dissolved: 2 Repeated reconstructions avoided: 49 Largest region lifetime: 35 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=35 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2228 Maximum occupied tiles: 13 Seat events: 144 Single-blocker events: 35 Multiple-blocker events: 10 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 2144 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 37 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 103 Reservations granted: 103 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5798 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7265 Total stationary ticks: 135403 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 719 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 719 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 55 MATCHED NEUTRAL CONTRAST ANALYSIS ============================================================ Date/Time: 2026-07-17 11:39:04 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 21 Scenario seed: 1778985705851435071 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1007 Passengers seated: 282/282 Average waiting ticks: 462.32 Longest waiting passenger: P199->4E(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 3 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 8 Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 49 Regions dissolved: 2 Repeated reconstructions avoided: 49 Largest region lifetime: 35 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=35 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2228 Maximum occupied tiles: 13 Seat events: 144 Single-blocker events: 35 Multiple-blocker events: 10 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 2144 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 37 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 103 Reservations granted: 103 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5798 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7265 Total stationary ticks: 135403 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 719 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 719 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 55 MATCHED NEUTRAL CONTRAST ANALYSIS ============================================================ Date/Time: 2026-07-17 11:39:04 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 22 Scenario seed: 4203521108576778203 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.14% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2482 Passengers seated: 270/282 Average waiting ticks: 472.84 Longest waiting passenger: P277->30F(LEFT) Longest waiting ticks: 2442 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 13 Cluster candidates evaluated: 14 Executable cluster candidates: 1 Rejected cluster candidates: 13 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 12 Selected release potential total: 2 Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1645 Regions dissolved: 1 Repeated reconstructions avoided: 1645 Largest region lifetime: 1638 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1638:occupied=12 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1562 State changes reopening evaluation: 12 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2166 Maximum occupied tiles: 17 Seat events: 132 Single-blocker events: 38 Multiple-blocker events: 13 Temporary aisle reoccupations: 64 RIGHT AISLE ----------- Total moves: 2158 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 18 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1758 Reservations granted: 1751 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 10 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 16258 Longest unresolved passenger ID: 48 Longest unresolved row: 31 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 11 Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 75 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 10 Total blocked ticks: 26140 Total stationary ticks: 153459 Seat-event requests: 1940 Failed seat-event starts: 1670 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 277 Critical blocker identity: P277->30F(LEFT) Direct fan-out: 1 Total indirect descendants: 10 Critical tree size including blocker: 11 Critical tree depth: 11 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 12 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P277(30F/LEFT/WAITING_FOR_SEAT_EVENT) P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1669 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 31|32 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: 48 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1669 Rear-boundary failures: 1 Middle-bank reservation failures: 7 Active-event deferrals: 1100 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P48->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 31|32 Current unavailable yield tiles: 31 Current yield-tile occupants: 48 Final row-event chain: 277|48 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 55 MATCHED NEUTRAL CONTRAST ANALYSIS ============================================================ Date/Time: 2026-07-17 11:39:04 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 22 Scenario seed: 4203521108576778203 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.14% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2482 Passengers seated: 270/282 Average waiting ticks: 472.87 Longest waiting passenger: P277->30F(LEFT) Longest waiting ticks: 2442 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 11 Cluster candidates evaluated: 12 Executable cluster candidates: 1 Rejected cluster candidates: 11 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 12 Selected release potential total: 2 Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1645 Regions dissolved: 1 Repeated reconstructions avoided: 1645 Largest region lifetime: 1638 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1638:occupied=12 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1564 State changes reopening evaluation: 10 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2166 Maximum occupied tiles: 17 Seat events: 132 Single-blocker events: 38 Multiple-blocker events: 13 Temporary aisle reoccupations: 64 RIGHT AISLE ----------- Total moves: 2158 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 18 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1758 Reservations granted: 1751 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 10 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 16243 Longest unresolved passenger ID: 48 Longest unresolved row: 31 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 11 Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 75 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 10 Total blocked ticks: 26119 Total stationary ticks: 153453 Seat-event requests: 1940 Failed seat-event starts: 1670 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 277 Critical blocker identity: P277->30F(LEFT) Direct fan-out: 1 Total indirect descendants: 10 Critical tree size including blocker: 11 Critical tree depth: 11 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 12 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P277(30F/LEFT/WAITING_FOR_SEAT_EVENT) P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1669 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 31|32 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: 48 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1669 Rear-boundary failures: 1 Middle-bank reservation failures: 7 Active-event deferrals: 1095 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P48->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 31|32 Current unavailable yield tiles: 31 Current yield-tile occupants: 48 Final row-event chain: 277|48 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 55 MATCHED NEUTRAL CONTRAST ANALYSIS ============================================================ Date/Time: 2026-07-17 11:39:04 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 23 Scenario seed: -3947160987031988780 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2313 Passengers seated: 230/235 Average waiting ticks: 405.99 Longest waiting passenger: P174->17F(LEFT) Longest waiting ticks: 2271 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=11 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1769 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 21 Multiple-blocker events: 9 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1662 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 30 Multiple-blocker events: 14 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1615 Reservations granted: 1615 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 6610 Longest unresolved passenger ID: 206 Longest unresolved row: 26 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 206 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 13157 Total stationary ticks: 100829 Seat-event requests: 1735 Failed seat-event starts: 1505 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 29 Critical blocker identity: P29->21A(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P29(21A/LEFT/WAITING_FOR_SEAT_EVENT) P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1505 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 3 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1505 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_SPACE_AVAILABLE Final snapshot prerequisite: YIELD_SPACE_AVAILABLE Current required blockers: 1 Current required yield tiles: 22 Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: YIELD_SPACE_AVAILABLE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 55 MATCHED NEUTRAL CONTRAST ANALYSIS ============================================================ Date/Time: 2026-07-17 11:39:04 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 23 Scenario seed: -3947160987031988780 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2313 Passengers seated: 230/235 Average waiting ticks: 405.99 Longest waiting passenger: P174->17F(LEFT) Longest waiting ticks: 2271 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=11 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1769 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 21 Multiple-blocker events: 9 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1662 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 30 Multiple-blocker events: 14 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1615 Reservations granted: 1615 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 6610 Longest unresolved passenger ID: 206 Longest unresolved row: 26 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 206 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 13157 Total stationary ticks: 100829 Seat-event requests: 1735 Failed seat-event starts: 1505 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 29 Critical blocker identity: P29->21A(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P29(21A/LEFT/WAITING_FOR_SEAT_EVENT) P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1505 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 3 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1505 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_SPACE_AVAILABLE Final snapshot prerequisite: YIELD_SPACE_AVAILABLE Current required blockers: 1 Current required yield tiles: 22 Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: YIELD_SPACE_AVAILABLE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 55 MATCHED NEUTRAL CONTRAST ANALYSIS ============================================================ Date/Time: 2026-07-17 11:39:04 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 24 Scenario seed: 4419539434258219231 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2333 Passengers seated: 233/235 Average waiting ticks: 387.31 Longest waiting passenger: P149->29D(RIGHT) Longest waiting ticks: 2259 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1678 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1737 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 24 Multiple-blocker events: 11 Temporary aisle reoccupations: 46 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1650 Reservations granted: 1646 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4313 Longest unresolved passenger ID: 20 Longest unresolved row: 29 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 20 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 8439 Total stationary ticks: 96156 Seat-event requests: 1764 Failed seat-event starts: 1531 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 149 Critical blocker identity: P149->29D(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT) P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1526 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 5 Rear-boundary failures: 1526 Middle-bank reservation failures: 4 Active-event deferrals: 545 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 55 MATCHED NEUTRAL CONTRAST ANALYSIS ============================================================ Date/Time: 2026-07-17 11:39:04 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 24 Scenario seed: 4419539434258219231 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2333 Passengers seated: 233/235 Average waiting ticks: 387.32 Longest waiting passenger: P149->29D(RIGHT) Longest waiting ticks: 2259 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1678 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1737 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 24 Multiple-blocker events: 11 Temporary aisle reoccupations: 46 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1650 Reservations granted: 1646 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4308 Longest unresolved passenger ID: 20 Longest unresolved row: 29 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 20 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 8438 Total stationary ticks: 96155 Seat-event requests: 1764 Failed seat-event starts: 1531 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 149 Critical blocker identity: P149->29D(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT) P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1526 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 5 Rear-boundary failures: 1526 Middle-bank reservation failures: 4 Active-event deferrals: 546 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 55 MATCHED NEUTRAL CONTRAST ANALYSIS ============================================================ Date/Time: 2026-07-17 11:39:04 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 25 Scenario seed: 6293055855285553556 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 94.47% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2324 Passengers seated: 225/235 Average waiting ticks: 403.89 Longest waiting passenger: P83->29H(RIGHT) Longest waiting ticks: 2280 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 11 Cluster candidates evaluated: 12 Executable cluster candidates: 1 Rejected cluster candidates: 11 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 10 Selected release potential total: 2 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1684 Regions dissolved: 1 Repeated reconstructions avoided: 1684 Largest region lifetime: 1673 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1673:occupied=10 Confirmation deferral ticks: 3 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1540 State changes reopening evaluation: 10 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1568 Maximum occupied tiles: 12 Seat events: 111 Single-blocker events: 38 Multiple-blocker events: 5 Temporary aisle reoccupations: 50 RIGHT AISLE ----------- Total moves: 1823 Maximum occupied tiles: 16 Seat events: 114 Single-blocker events: 32 Multiple-blocker events: 10 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 122 Reservations granted: 120 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 8 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 12770 Longest unresolved passenger ID: 219 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 9 Longest dependency chain: P122(28F/RIGHT) -> P197(26G/RIGHT) -> P3(24H/RIGHT) -> P109(27C/RIGHT) -> P38(26C/RIGHT) -> P207(28H/RIGHT) -> P15(30H/RIGHT) -> P219(30G/RIGHT) -> P83(29H/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 122 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 8 Total blocked ticks: 20545 Total stationary ticks: 110417 Seat-event requests: 1790 Failed seat-event starts: 1565 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 83 Critical blocker identity: P83->29H(RIGHT) Direct fan-out: 1 Total indirect descendants: 8 Critical tree size including blocker: 9 Critical tree depth: 9 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 10 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P83(29H/RIGHT/WAITING_FOR_SEAT_EVENT) P219(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P15(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P207(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P38(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P109(27C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P3(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P197(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P122(28F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1565 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 123 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1565 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 677 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[123]: P123(30D/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P123->30D(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P123{seat=30D,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=623,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 30 Current unavailable yield tiles: 30 Current yield-tile occupants: 123 Final row-event chain: 83|123 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1791\nPrecedence substitutions made: 0\nDependency chains followed: 1555\nBlocked by waiting-row occupant: 1555\nSubstituted events started: 1\nOccupied-space rejections: 1566\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 55 MATCHED NEUTRAL CONTRAST ANALYSIS ============================================================ Date/Time: 2026-07-17 11:39:04 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 25 Scenario seed: 6293055855285553556 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 94.47% OUTCOME ------- Status: SUCCESS Completed ticks: 891 Passengers seated: 235/235 Average waiting ticks: 391.23 Longest waiting passenger: P122->28F(RIGHT) Longest waiting ticks: 823 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles8-10:occupied=3:anchor=P58:selected=P45:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1568 Maximum occupied tiles: 12 Seat events: 111 Single-blocker events: 37 Multiple-blocker events: 6 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 1846 Maximum occupied tiles: 12 Seat events: 124 Single-blocker events: 37 Multiple-blocker events: 12 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 125 Reservations granted: 123 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4149 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5109 Total stationary ticks: 95294 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 493 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 493 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 55 MATCHED NEUTRAL CONTRAST ANALYSIS ============================================================ Date/Time: 2026-07-17 11:39:04 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 26 Scenario seed: -9074491549561652642 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 989 Passengers seated: 282/282 Average waiting ticks: 460.29 Longest waiting passenger: P129->11D(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2133 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 48 Multiple-blocker events: 11 Temporary aisle reoccupations: 70 RIGHT AISLE ----------- Total moves: 2221 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 42 Multiple-blocker events: 9 Temporary aisle reoccupations: 60 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 98 Reservations granted: 94 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5689 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6912 Total stationary ticks: 134633 Seat-event requests: 288 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 593 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 593 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 55 MATCHED NEUTRAL CONTRAST ANALYSIS ============================================================ Date/Time: 2026-07-17 11:39:04 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 26 Scenario seed: -9074491549561652642 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 989 Passengers seated: 282/282 Average waiting ticks: 460.30 Longest waiting passenger: P129->11D(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2133 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 48 Multiple-blocker events: 11 Temporary aisle reoccupations: 70 RIGHT AISLE ----------- Total moves: 2221 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 42 Multiple-blocker events: 9 Temporary aisle reoccupations: 60 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 98 Reservations granted: 94 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5694 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6912 Total stationary ticks: 134633 Seat-event requests: 288 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 595 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 595 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 55 MATCHED NEUTRAL CONTRAST ANALYSIS ============================================================ Date/Time: 2026-07-17 11:39:04 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 27 Scenario seed: -9036946652584501975 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2336 Passengers seated: 229/235 Average waiting ticks: 417.88 Longest waiting passenger: P71->8C(RIGHT) Longest waiting ticks: 2318 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1532 Regions dissolved: 1 Repeated reconstructions avoided: 1532 Largest region lifetime: 1521 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1521:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1518 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1681 Maximum occupied tiles: 12 Seat events: 117 Single-blocker events: 32 Multiple-blocker events: 11 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1689 Maximum occupied tiles: 11 Seat events: 112 Single-blocker events: 29 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1651 Reservations granted: 1647 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 5160 Longest unresolved passenger ID: 129 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 186 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14019 Total stationary ticks: 105901 Seat-event requests: 1762 Failed seat-event starts: 1533 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 71 Critical blocker identity: P71->8C(RIGHT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 6 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT) P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1533 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 9|10|11 Critical blocker unavailable yield tiles: 11 Critical blocker yield-tile occupants: 129 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1533 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 512 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P78->12H(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 9|10|11 Current unavailable yield tiles: 11 Current yield-tile occupants: 129 Final row-event chain: 71|129|78 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 55 MATCHED NEUTRAL CONTRAST ANALYSIS ============================================================ Date/Time: 2026-07-17 11:39:04 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 27 Scenario seed: -9036946652584501975 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2336 Passengers seated: 229/235 Average waiting ticks: 417.88 Longest waiting passenger: P71->8C(RIGHT) Longest waiting ticks: 2318 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1532 Regions dissolved: 1 Repeated reconstructions avoided: 1532 Largest region lifetime: 1521 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1521:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1518 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1681 Maximum occupied tiles: 12 Seat events: 117 Single-blocker events: 32 Multiple-blocker events: 11 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1689 Maximum occupied tiles: 11 Seat events: 112 Single-blocker events: 29 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1651 Reservations granted: 1647 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 5160 Longest unresolved passenger ID: 129 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 186 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14019 Total stationary ticks: 105901 Seat-event requests: 1762 Failed seat-event starts: 1533 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 71 Critical blocker identity: P71->8C(RIGHT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 6 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT) P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1533 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 9|10|11 Critical blocker unavailable yield tiles: 11 Critical blocker yield-tile occupants: 129 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1533 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 512 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P78->12H(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 9|10|11 Current unavailable yield tiles: 11 Current yield-tile occupants: 129 Final row-event chain: 71|129|78 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 55 MATCHED NEUTRAL CONTRAST ANALYSIS ============================================================ Date/Time: 2026-07-17 11:39:04 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 28 Scenario seed: 3854657311787069719 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 99.57% OUTCOME ------- Status: SUCCESS Completed ticks: 846 Passengers seated: 235/235 Average waiting ticks: 387.29 Longest waiting passenger: P209->24H(RIGHT) Longest waiting ticks: 791 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 17 Regions dissolved: 1 Repeated reconstructions avoided: 17 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=18 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1630 Maximum occupied tiles: 11 Seat events: 117 Single-blocker events: 29 Multiple-blocker events: 8 Temporary aisle reoccupations: 46 RIGHT AISLE ----------- Total moves: 1792 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 34 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 130 Reservations granted: 128 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4304 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5385 Total stationary ticks: 94620 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 509 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 509 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 55 MATCHED NEUTRAL CONTRAST ANALYSIS ============================================================ Date/Time: 2026-07-17 11:39:04 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 28 Scenario seed: 3854657311787069719 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 99.57% OUTCOME ------- Status: SUCCESS Completed ticks: 846 Passengers seated: 235/235 Average waiting ticks: 387.29 Longest waiting passenger: P209->24H(RIGHT) Longest waiting ticks: 791 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 17 Regions dissolved: 1 Repeated reconstructions avoided: 17 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=18 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1630 Maximum occupied tiles: 11 Seat events: 117 Single-blocker events: 29 Multiple-blocker events: 8 Temporary aisle reoccupations: 46 RIGHT AISLE ----------- Total moves: 1792 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 34 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 130 Reservations granted: 128 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4303 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5384 Total stationary ticks: 94620 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 509 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 509 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 55 MATCHED NEUTRAL CONTRAST ANALYSIS ============================================================ Date/Time: 2026-07-17 11:39:04 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 29 Scenario seed: -4567754299527007339 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 91.06% OUTCOME ------- Status: SUCCESS Completed ticks: 902 Passengers seated: 235/235 Average waiting ticks: 390.21 Longest waiting passenger: P72->10D(LEFT) Longest waiting ticks: 865 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 21 Regions dissolved: 1 Repeated reconstructions avoided: 21 Largest region lifetime: 22 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=22 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1777 Maximum occupied tiles: 11 Seat events: 128 Single-blocker events: 25 Multiple-blocker events: 19 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 1611 Maximum occupied tiles: 11 Seat events: 107 Single-blocker events: 31 Multiple-blocker events: 4 Temporary aisle reoccupations: 39 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 128 Reservations granted: 125 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4209 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5267 Total stationary ticks: 95173 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 540 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 55 MATCHED NEUTRAL CONTRAST ANALYSIS ============================================================ Date/Time: 2026-07-17 11:39:04 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 29 Scenario seed: -4567754299527007339 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 91.06% OUTCOME ------- Status: SUCCESS Completed ticks: 902 Passengers seated: 235/235 Average waiting ticks: 390.21 Longest waiting passenger: P72->10D(LEFT) Longest waiting ticks: 865 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 21 Regions dissolved: 1 Repeated reconstructions avoided: 21 Largest region lifetime: 22 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=22 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1777 Maximum occupied tiles: 11 Seat events: 128 Single-blocker events: 25 Multiple-blocker events: 19 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 1611 Maximum occupied tiles: 11 Seat events: 107 Single-blocker events: 31 Multiple-blocker events: 4 Temporary aisle reoccupations: 39 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 128 Reservations granted: 125 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4209 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5267 Total stationary ticks: 95173 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 540 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 55 MATCHED NEUTRAL CONTRAST ANALYSIS ============================================================ Date/Time: 2026-07-17 11:39:04 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 30 Scenario seed: 3367915316291643157 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 869 Passengers seated: 235/235 Average waiting ticks: 394.64 Longest waiting passenger: P74->3A(LEFT) Longest waiting ticks: 817 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1723 Maximum occupied tiles: 11 Seat events: 119 Single-blocker events: 29 Multiple-blocker events: 14 Temporary aisle reoccupations: 61 RIGHT AISLE ----------- Total moves: 1665 Maximum occupied tiles: 11 Seat events: 116 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 124 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3914 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5047 Total stationary ticks: 95938 Seat-event requests: 243 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 572 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 7 Active-event deferrals: 572 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 55 MATCHED NEUTRAL CONTRAST ANALYSIS ============================================================ Date/Time: 2026-07-17 11:39:04 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 30 Scenario seed: 3367915316291643157 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 869 Passengers seated: 235/235 Average waiting ticks: 394.64 Longest waiting passenger: P74->3A(LEFT) Longest waiting ticks: 817 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1723 Maximum occupied tiles: 11 Seat events: 119 Single-blocker events: 29 Multiple-blocker events: 14 Temporary aisle reoccupations: 61 RIGHT AISLE ----------- Total moves: 1665 Maximum occupied tiles: 11 Seat events: 116 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 124 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3914 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5047 Total stationary ticks: 95938 Seat-event requests: 243 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 572 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 7 Active-event deferrals: 572 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n ************************************************************ BATCH EXPERIMENT SUMMARY RESEARCH EXPERIMENT 55 MATCHED NEUTRAL CONTRAST ANALYSIS ************************************************************ Experiment seed: 9783790101901 Scenarios executed: 60 Successful completions: 43 Incomplete/MAX_TICKS: 17 Average completed ticks: 1391.40 Average waiting ticks: 460.32 ************************************************************ ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 56 EXPLANATORY PATHWAY SYNTHESIS ============================================================ Date/Time: 2026-07-17 11:55:13 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 1 Scenario seed: 3055370766012738473 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 842 Passengers seated: 235/235 Average waiting ticks: 381.71 Longest waiting passenger: P14->4G(RIGHT) Longest waiting ticks: 802 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 31 Regions dissolved: 3 Repeated reconstructions avoided: 31 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 0 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1605 Maximum occupied tiles: 13 Seat events: 114 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 56 RIGHT AISLE ----------- Total moves: 1759 Maximum occupied tiles: 13 Seat events: 121 Single-blocker events: 28 Multiple-blocker events: 11 Temporary aisle reoccupations: 53 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 129 Reservations granted: 129 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4378 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5526 Total stationary ticks: 93373 Seat-event requests: 249 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 592 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 592 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 56 EXPLANATORY PATHWAY SYNTHESIS ============================================================ Date/Time: 2026-07-17 11:55:13 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 1 Scenario seed: 3055370766012738473 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 842 Passengers seated: 235/235 Average waiting ticks: 381.71 Longest waiting passenger: P14->4G(RIGHT) Longest waiting ticks: 802 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 31 Regions dissolved: 3 Repeated reconstructions avoided: 31 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 0 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1605 Maximum occupied tiles: 13 Seat events: 114 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 56 RIGHT AISLE ----------- Total moves: 1759 Maximum occupied tiles: 13 Seat events: 121 Single-blocker events: 28 Multiple-blocker events: 11 Temporary aisle reoccupations: 53 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 129 Reservations granted: 129 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4378 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5526 Total stationary ticks: 93373 Seat-event requests: 249 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 592 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 592 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 56 EXPLANATORY PATHWAY SYNTHESIS ============================================================ Date/Time: 2026-07-17 11:55:13 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 2 Scenario seed: -5861873949581201790 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 461.78 Longest waiting passenger: P176->13G(RIGHT) Longest waiting ticks: 940 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2124 Maximum occupied tiles: 12 Seat events: 140 Single-blocker events: 52 Multiple-blocker events: 12 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2238 Maximum occupied tiles: 13 Seat events: 142 Single-blocker events: 33 Multiple-blocker events: 24 Temporary aisle reoccupations: 81 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 99 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5604 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6986 Total stationary ticks: 134989 Seat-event requests: 296 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 657 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 657 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 56 EXPLANATORY PATHWAY SYNTHESIS ============================================================ Date/Time: 2026-07-17 11:55:13 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 2 Scenario seed: -5861873949581201790 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 461.78 Longest waiting passenger: P176->13G(RIGHT) Longest waiting ticks: 940 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2124 Maximum occupied tiles: 12 Seat events: 140 Single-blocker events: 52 Multiple-blocker events: 12 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2238 Maximum occupied tiles: 13 Seat events: 142 Single-blocker events: 33 Multiple-blocker events: 24 Temporary aisle reoccupations: 81 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 99 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5604 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6986 Total stationary ticks: 134989 Seat-event requests: 296 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 657 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 657 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 56 EXPLANATORY PATHWAY SYNTHESIS ============================================================ Date/Time: 2026-07-17 11:55:13 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 3 Scenario seed: 6413959567787430862 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 99.72% OUTCOME ------- Status: SUCCESS Completed ticks: 1255 Passengers seated: 353/353 Average waiting ticks: 584.28 Longest waiting passenger: P110->21D(LEFT) Longest waiting ticks: 1200 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 51 Regions dissolved: 4 Repeated reconstructions avoided: 51 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=11 Confirmation deferral ticks: 5 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3168 Maximum occupied tiles: 14 Seat events: 177 Single-blocker events: 45 Multiple-blocker events: 29 Temporary aisle reoccupations: 109 RIGHT AISLE ----------- Total moves: 3052 Maximum occupied tiles: 13 Seat events: 176 Single-blocker events: 53 Multiple-blocker events: 27 Temporary aisle reoccupations: 112 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 159 Reservations granted: 157 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8069 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9772 Total stationary ticks: 213222 Seat-event requests: 381 Failed seat-event starts: 28 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 782 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 28 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 782 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 56 EXPLANATORY PATHWAY SYNTHESIS ============================================================ Date/Time: 2026-07-17 11:55:13 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 3 Scenario seed: 6413959567787430862 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 99.72% OUTCOME ------- Status: SUCCESS Completed ticks: 1255 Passengers seated: 353/353 Average waiting ticks: 584.23 Longest waiting passenger: P110->21D(LEFT) Longest waiting ticks: 1200 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 51 Regions dissolved: 4 Repeated reconstructions avoided: 51 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=11 Confirmation deferral ticks: 5 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3168 Maximum occupied tiles: 14 Seat events: 177 Single-blocker events: 45 Multiple-blocker events: 29 Temporary aisle reoccupations: 109 RIGHT AISLE ----------- Total moves: 3052 Maximum occupied tiles: 13 Seat events: 176 Single-blocker events: 53 Multiple-blocker events: 27 Temporary aisle reoccupations: 112 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 159 Reservations granted: 157 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8079 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9784 Total stationary ticks: 213224 Seat-event requests: 381 Failed seat-event starts: 28 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 775 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 28 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 775 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 56 EXPLANATORY PATHWAY SYNTHESIS ============================================================ Date/Time: 2026-07-17 11:55:13 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 4 Scenario seed: -6874954252876456991 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2294 Passengers seated: 169/235 Average waiting ticks: 811.85 Longest waiting passenger: P2->16C(RIGHT) Longest waiting ticks: 2294 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 4 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1889 Regions dissolved: 0 Repeated reconstructions avoided: 1889 Largest region lifetime: 1890 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1890:occupied=4 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1887 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1607 Maximum occupied tiles: 13 Seat events: 113 Single-blocker events: 31 Multiple-blocker events: 9 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 914 Maximum occupied tiles: 12 Seat events: 56 Single-blocker events: 9 Multiple-blocker events: 1 Temporary aisle reoccupations: 11 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1981 Reservations granted: 1976 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 57 Remaining moving in aisle: 6 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 11640 Longest unresolved passenger ID: 2 Longest unresolved row: 16 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 109 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 6 Total blocked ticks: 20936 Total stationary ticks: 204785 Seat-event requests: 2064 Failed seat-event starts: 1895 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 169 Critical blocker identity: P169->4C(RIGHT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 9 Unresolved outside passengers: 57 Unresolved internal passengers outside critical tree: 5 Critical blocker tree: P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT) P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1895 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 5|6|7 Critical blocker unavailable yield tiles: 7 Critical blocker yield-tile occupants: 165 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1895 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 388 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P53->8E(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 5|6|7 Current unavailable yield tiles: 7 Current yield-tile occupants: 165 Final row-event chain: 169|165|53 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 56 EXPLANATORY PATHWAY SYNTHESIS ============================================================ Date/Time: 2026-07-17 11:55:13 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 4 Scenario seed: -6874954252876456991 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2294 Passengers seated: 169/235 Average waiting ticks: 811.85 Longest waiting passenger: P2->16C(RIGHT) Longest waiting ticks: 2294 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 4 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1889 Regions dissolved: 0 Repeated reconstructions avoided: 1889 Largest region lifetime: 1890 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1890:occupied=4 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1887 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1607 Maximum occupied tiles: 13 Seat events: 113 Single-blocker events: 31 Multiple-blocker events: 9 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 914 Maximum occupied tiles: 12 Seat events: 56 Single-blocker events: 9 Multiple-blocker events: 1 Temporary aisle reoccupations: 11 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1981 Reservations granted: 1976 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 57 Remaining moving in aisle: 6 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 11640 Longest unresolved passenger ID: 2 Longest unresolved row: 16 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 109 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 6 Total blocked ticks: 20922 Total stationary ticks: 204781 Seat-event requests: 2064 Failed seat-event starts: 1895 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 169 Critical blocker identity: P169->4C(RIGHT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 9 Unresolved outside passengers: 57 Unresolved internal passengers outside critical tree: 5 Critical blocker tree: P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT) P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1895 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 5|6|7 Critical blocker unavailable yield tiles: 7 Critical blocker yield-tile occupants: 165 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1895 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 380 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P53->8E(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 5|6|7 Current unavailable yield tiles: 7 Current yield-tile occupants: 165 Final row-event chain: 169|165|53 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 56 EXPLANATORY PATHWAY SYNTHESIS ============================================================ Date/Time: 2026-07-17 11:55:13 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 5 Scenario seed: -3861213001347413166 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1037 Passengers seated: 282/282 Average waiting ticks: 463.27 Longest waiting passenger: P14->18D(LEFT) Longest waiting ticks: 988 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2266 Maximum occupied tiles: 13 Seat events: 148 Single-blocker events: 41 Multiple-blocker events: 16 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 2110 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 45 Multiple-blocker events: 14 Temporary aisle reoccupations: 73 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 95 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5619 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6814 Total stationary ticks: 135338 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 584 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 584 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 56 EXPLANATORY PATHWAY SYNTHESIS ============================================================ Date/Time: 2026-07-17 11:55:13 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 5 Scenario seed: -3861213001347413166 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1037 Passengers seated: 282/282 Average waiting ticks: 463.27 Longest waiting passenger: P14->18D(LEFT) Longest waiting ticks: 988 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2266 Maximum occupied tiles: 13 Seat events: 148 Single-blocker events: 41 Multiple-blocker events: 16 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 2110 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 45 Multiple-blocker events: 14 Temporary aisle reoccupations: 73 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 95 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5619 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6814 Total stationary ticks: 135338 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 584 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 584 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 56 EXPLANATORY PATHWAY SYNTHESIS ============================================================ Date/Time: 2026-07-17 11:55:13 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 6 Scenario seed: 5232186905524502075 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 94.47% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2349 Passengers seated: 226/235 Average waiting ticks: 412.04 Longest waiting passenger: P148->22D(RIGHT) Longest waiting ticks: 2308 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 10 Cluster candidates evaluated: 3 Executable cluster candidates: 1 Rejected cluster candidates: 2 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 9 Selected release potential total: 5 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1602 Regions dissolved: 2 Repeated reconstructions avoided: 1602 Largest region lifetime: 1574 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1574:occupied=9 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1520 State changes reopening evaluation: 9 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1534 Maximum occupied tiles: 11 Seat events: 111 Single-blocker events: 33 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1850 Maximum occupied tiles: 13 Seat events: 115 Single-blocker events: 25 Multiple-blocker events: 11 Temporary aisle reoccupations: 49 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1668 Reservations granted: 1665 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 7 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 11128 Longest unresolved passenger ID: 198 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 7 Longest dependency chain: P102(27G/RIGHT) -> P111(26C/RIGHT) -> P180(26D/RIGHT) -> P228(28H/RIGHT) -> P123(29E/RIGHT) -> P198(30F/RIGHT) -> P69(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 102 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 7 Total blocked ticks: 18631 Total stationary ticks: 110660 Seat-event requests: 1780 Failed seat-event starts: 1554 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 69 Critical blocker identity: P69->29C(RIGHT) Direct fan-out: 1 Total indirect descendants: 6 Critical tree size including blocker: 7 Critical tree depth: 7 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 9 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P69(29C/RIGHT/WAITING_FOR_SEAT_EVENT) P198(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P123(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P228(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P180(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P111(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P102(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1519 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1519 Rear-boundary failures: 35 Middle-bank reservation failures: 3 Active-event deferrals: 539 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1782\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1522\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 56 EXPLANATORY PATHWAY SYNTHESIS ============================================================ Date/Time: 2026-07-17 11:55:13 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 6 Scenario seed: 5232186905524502075 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 94.47% OUTCOME ------- Status: SUCCESS Completed ticks: 892 Passengers seated: 235/235 Average waiting ticks: 399.84 Longest waiting passenger: P204->17E(RIGHT) Longest waiting ticks: 844 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 6 Selected release potential total: 5 Last cluster decision: RIGHT:tiles8-13:occupied=6:anchor=P172:selected=P162:directReleases=0:releasePotential=5 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 29 Regions dissolved: 2 Repeated reconstructions avoided: 29 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1534 Maximum occupied tiles: 11 Seat events: 111 Single-blocker events: 33 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1872 Maximum occupied tiles: 11 Seat events: 124 Single-blocker events: 28 Multiple-blocker events: 15 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 134 Reservations granted: 131 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3993 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4927 Total stationary ticks: 97124 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 507 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 507 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 56 EXPLANATORY PATHWAY SYNTHESIS ============================================================ Date/Time: 2026-07-17 11:55:13 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 7 Scenario seed: -6941493034642023543 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 95.75% OUTCOME ------- Status: SUCCESS Completed ticks: 1320 Passengers seated: 353/353 Average waiting ticks: 603.76 Longest waiting passenger: P99->23G(LEFT) Longest waiting ticks: 1270 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3201 Maximum occupied tiles: 15 Seat events: 184 Single-blocker events: 48 Multiple-blocker events: 27 Temporary aisle reoccupations: 104 RIGHT AISLE ----------- Total moves: 2947 Maximum occupied tiles: 13 Seat events: 169 Single-blocker events: 50 Multiple-blocker events: 21 Temporary aisle reoccupations: 95 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 152 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6822 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8389 Total stationary ticks: 218685 Seat-event requests: 375 Failed seat-event starts: 22 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 864 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 22 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 864 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 56 EXPLANATORY PATHWAY SYNTHESIS ============================================================ Date/Time: 2026-07-17 11:55:13 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 7 Scenario seed: -6941493034642023543 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 95.75% OUTCOME ------- Status: SUCCESS Completed ticks: 1320 Passengers seated: 353/353 Average waiting ticks: 603.79 Longest waiting passenger: P99->23G(LEFT) Longest waiting ticks: 1270 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3201 Maximum occupied tiles: 15 Seat events: 184 Single-blocker events: 48 Multiple-blocker events: 27 Temporary aisle reoccupations: 104 RIGHT AISLE ----------- Total moves: 2947 Maximum occupied tiles: 13 Seat events: 169 Single-blocker events: 50 Multiple-blocker events: 21 Temporary aisle reoccupations: 95 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 152 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6817 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8387 Total stationary ticks: 218684 Seat-event requests: 374 Failed seat-event starts: 21 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 871 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 21 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 871 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 374\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 56 EXPLANATORY PATHWAY SYNTHESIS ============================================================ Date/Time: 2026-07-17 11:55:13 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 8 Scenario seed: -8554465769121675260 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 861 Passengers seated: 235/235 Average waiting ticks: 382.57 Longest waiting passenger: P23->28C(RIGHT) Longest waiting ticks: 816 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1693 Maximum occupied tiles: 14 Seat events: 114 Single-blocker events: 26 Multiple-blocker events: 13 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 1699 Maximum occupied tiles: 12 Seat events: 121 Single-blocker events: 35 Multiple-blocker events: 11 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 125 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4487 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5649 Total stationary ticks: 93738 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 539 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 539 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 56 EXPLANATORY PATHWAY SYNTHESIS ============================================================ Date/Time: 2026-07-17 11:55:13 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 8 Scenario seed: -8554465769121675260 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 861 Passengers seated: 235/235 Average waiting ticks: 382.62 Longest waiting passenger: P23->28C(RIGHT) Longest waiting ticks: 816 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1693 Maximum occupied tiles: 14 Seat events: 114 Single-blocker events: 26 Multiple-blocker events: 13 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 1699 Maximum occupied tiles: 12 Seat events: 121 Single-blocker events: 35 Multiple-blocker events: 11 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 125 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4472 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5637 Total stationary ticks: 93736 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 542 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 542 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 56 EXPLANATORY PATHWAY SYNTHESIS ============================================================ Date/Time: 2026-07-17 11:55:13 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 9 Scenario seed: 5225839747377591732 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1015 Passengers seated: 282/282 Average waiting ticks: 466.34 Longest waiting passenger: P68->23A(LEFT) Longest waiting ticks: 960 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2100 Maximum occupied tiles: 11 Seat events: 144 Single-blocker events: 44 Multiple-blocker events: 12 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 2256 Maximum occupied tiles: 12 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 13 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 102 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5299 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6604 Total stationary ticks: 135920 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 691 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 691 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 56 EXPLANATORY PATHWAY SYNTHESIS ============================================================ Date/Time: 2026-07-17 11:55:13 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 9 Scenario seed: 5225839747377591732 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1015 Passengers seated: 282/282 Average waiting ticks: 466.34 Longest waiting passenger: P68->23A(LEFT) Longest waiting ticks: 960 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2100 Maximum occupied tiles: 11 Seat events: 144 Single-blocker events: 44 Multiple-blocker events: 12 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 2256 Maximum occupied tiles: 12 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 13 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 102 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5299 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6604 Total stationary ticks: 135920 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 691 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 691 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 56 EXPLANATORY PATHWAY SYNTHESIS ============================================================ Date/Time: 2026-07-17 11:55:13 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 10 Scenario seed: 1939935009979591158 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2369 Passengers seated: 232/235 Average waiting ticks: 394.61 Longest waiting passenger: P8->28F(LEFT) Longest waiting ticks: 2299 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1636 Regions dissolved: 2 Repeated reconstructions avoided: 1636 Largest region lifetime: 1601 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1601:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1584 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 12 Seat events: 110 Single-blocker events: 30 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1757 Maximum occupied tiles: 11 Seat events: 122 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1714 Reservations granted: 1714 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 2 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4339 Longest unresolved passenger ID: 15 Longest unresolved row: 28 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 121 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 2 Total blocked ticks: 10065 Total stationary ticks: 99506 Seat-event requests: 1830 Failed seat-event starts: 1598 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 8 Critical blocker identity: P8->28F(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P8(28F/LEFT/WAITING_FOR_SEAT_EVENT) P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1587 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 3 Critical blocker required yield tiles: 29|30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 11 Rear-boundary failures: 1587 Middle-bank reservation failures: 0 Active-event deferrals: 484 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 29|30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 56 EXPLANATORY PATHWAY SYNTHESIS ============================================================ Date/Time: 2026-07-17 11:55:13 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 10 Scenario seed: 1939935009979591158 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2369 Passengers seated: 232/235 Average waiting ticks: 394.60 Longest waiting passenger: P8->28F(LEFT) Longest waiting ticks: 2299 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1636 Regions dissolved: 2 Repeated reconstructions avoided: 1636 Largest region lifetime: 1601 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1601:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1584 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 12 Seat events: 110 Single-blocker events: 30 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1757 Maximum occupied tiles: 11 Seat events: 122 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1714 Reservations granted: 1714 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 2 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4349 Longest unresolved passenger ID: 15 Longest unresolved row: 28 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 121 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 2 Total blocked ticks: 10071 Total stationary ticks: 99508 Seat-event requests: 1830 Failed seat-event starts: 1598 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 8 Critical blocker identity: P8->28F(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P8(28F/LEFT/WAITING_FOR_SEAT_EVENT) P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1587 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 3 Critical blocker required yield tiles: 29|30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 11 Rear-boundary failures: 1587 Middle-bank reservation failures: 0 Active-event deferrals: 485 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 29|30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 56 EXPLANATORY PATHWAY SYNTHESIS ============================================================ Date/Time: 2026-07-17 11:55:14 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 11 Scenario seed: 1252229027809620306 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 97.45% OUTCOME ------- Status: SUCCESS Completed ticks: 1280 Passengers seated: 353/353 Average waiting ticks: 583.29 Longest waiting passenger: P34->24D(LEFT) Longest waiting ticks: 1216 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3262 Maximum occupied tiles: 13 Seat events: 181 Single-blocker events: 47 Multiple-blocker events: 22 Temporary aisle reoccupations: 97 RIGHT AISLE ----------- Total moves: 2896 Maximum occupied tiles: 14 Seat events: 172 Single-blocker events: 43 Multiple-blocker events: 26 Temporary aisle reoccupations: 100 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 149 Reservations granted: 149 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8010 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9374 Total stationary ticks: 212715 Seat-event requests: 371 Failed seat-event starts: 18 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 643 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 18 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 643 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 56 EXPLANATORY PATHWAY SYNTHESIS ============================================================ Date/Time: 2026-07-17 11:55:14 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 11 Scenario seed: 1252229027809620306 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 97.45% OUTCOME ------- Status: SUCCESS Completed ticks: 1280 Passengers seated: 353/353 Average waiting ticks: 583.32 Longest waiting passenger: P34->24D(LEFT) Longest waiting ticks: 1216 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3262 Maximum occupied tiles: 13 Seat events: 181 Single-blocker events: 47 Multiple-blocker events: 22 Temporary aisle reoccupations: 97 RIGHT AISLE ----------- Total moves: 2896 Maximum occupied tiles: 14 Seat events: 172 Single-blocker events: 43 Multiple-blocker events: 26 Temporary aisle reoccupations: 100 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 149 Reservations granted: 149 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7975 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9381 Total stationary ticks: 212716 Seat-event requests: 371 Failed seat-event starts: 18 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 654 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 18 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 654 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 56 EXPLANATORY PATHWAY SYNTHESIS ============================================================ Date/Time: 2026-07-17 11:55:14 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 12 Scenario seed: 8187627317652047108 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 93.62% OUTCOME ------- Status: SUCCESS Completed ticks: 880 Passengers seated: 235/235 Average waiting ticks: 383.92 Longest waiting passenger: P3->11G(RIGHT) Longest waiting ticks: 827 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 29 Regions dissolved: 1 Repeated reconstructions avoided: 29 Largest region lifetime: 30 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=30 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 13 Seat events: 110 Single-blocker events: 28 Multiple-blocker events: 7 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1738 Maximum occupied tiles: 12 Seat events: 125 Single-blocker events: 35 Multiple-blocker events: 14 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 135 Reservations granted: 125 Reservations denied/waited: 10 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4421 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5748 Total stationary ticks: 94039 Seat-event requests: 241 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 646 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 10 Active-event deferrals: 646 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 56 EXPLANATORY PATHWAY SYNTHESIS ============================================================ Date/Time: 2026-07-17 11:55:14 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 12 Scenario seed: 8187627317652047108 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 93.62% OUTCOME ------- Status: SUCCESS Completed ticks: 880 Passengers seated: 235/235 Average waiting ticks: 384.07 Longest waiting passenger: P3->11G(RIGHT) Longest waiting ticks: 827 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 29 Regions dissolved: 1 Repeated reconstructions avoided: 29 Largest region lifetime: 30 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=30 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 13 Seat events: 110 Single-blocker events: 28 Multiple-blocker events: 7 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1738 Maximum occupied tiles: 12 Seat events: 125 Single-blocker events: 35 Multiple-blocker events: 14 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 133 Reservations granted: 125 Reservations denied/waited: 8 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4381 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5693 Total stationary ticks: 94024 Seat-event requests: 241 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 645 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 8 Active-event deferrals: 645 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 56 EXPLANATORY PATHWAY SYNTHESIS ============================================================ Date/Time: 2026-07-17 11:55:14 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 13 Scenario seed: 6351835860743924132 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 65.96% Aisle-assignment balance: 95.04% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2516 Passengers seated: 277/282 Average waiting ticks: 479.16 Longest waiting passenger: P279->31A(LEFT) Longest waiting ticks: 2446 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 0 Rejected cluster candidates: 1 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 5 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1515 Regions dissolved: 0 Repeated reconstructions avoided: 1515 Largest region lifetime: 1516 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1516:occupied=5 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1499 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2303 Maximum occupied tiles: 15 Seat events: 143 Single-blocker events: 44 Multiple-blocker events: 16 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2058 Maximum occupied tiles: 13 Seat events: 134 Single-blocker events: 36 Multiple-blocker events: 13 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 96 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5609 Longest unresolved passenger ID: 117 Longest unresolved row: 32 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 226 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14637 Total stationary ticks: 144501 Seat-event requests: 1814 Failed seat-event starts: 1537 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 111 Critical blocker identity: P111->28A(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P111(28A/LEFT/WAITING_FOR_SEAT_EVENT) P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1513 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 29|30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 117 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1513 Rear-boundary failures: 24 Middle-bank reservation failures: 1 Active-event deferrals: 702 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P279->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=925,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 29|30 Current unavailable yield tiles: 30 Current yield-tile occupants: 117 Final row-event chain: 111|117|279 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 56 EXPLANATORY PATHWAY SYNTHESIS ============================================================ Date/Time: 2026-07-17 11:55:14 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 13 Scenario seed: 6351835860743924132 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 65.96% Aisle-assignment balance: 95.04% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2516 Passengers seated: 277/282 Average waiting ticks: 479.23 Longest waiting passenger: P279->31A(LEFT) Longest waiting ticks: 2446 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 0 Rejected cluster candidates: 1 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 5 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1515 Regions dissolved: 0 Repeated reconstructions avoided: 1515 Largest region lifetime: 1516 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1516:occupied=5 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1499 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2303 Maximum occupied tiles: 15 Seat events: 143 Single-blocker events: 44 Multiple-blocker events: 16 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2058 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 36 Multiple-blocker events: 13 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 96 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5567 Longest unresolved passenger ID: 117 Longest unresolved row: 32 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 226 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14536 Total stationary ticks: 144436 Seat-event requests: 1814 Failed seat-event starts: 1537 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 111 Critical blocker identity: P111->28A(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P111(28A/LEFT/WAITING_FOR_SEAT_EVENT) P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1513 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 29|30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 117 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1513 Rear-boundary failures: 24 Middle-bank reservation failures: 1 Active-event deferrals: 689 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P279->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=933,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 29|30 Current unavailable yield tiles: 30 Current yield-tile occupants: 117 Final row-event chain: 111|117|279 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 56 EXPLANATORY PATHWAY SYNTHESIS ============================================================ Date/Time: 2026-07-17 11:55:14 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 14 Scenario seed: -8658915343845013000 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 995 Passengers seated: 282/282 Average waiting ticks: 460.22 Longest waiting passenger: P218->6F(RIGHT) Longest waiting ticks: 951 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2250 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 38 Multiple-blocker events: 11 Temporary aisle reoccupations: 60 RIGHT AISLE ----------- Total moves: 2145 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 42 Multiple-blocker events: 17 Temporary aisle reoccupations: 76 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 98 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5688 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7053 Total stationary ticks: 134674 Seat-event requests: 287 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 657 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 657 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 56 EXPLANATORY PATHWAY SYNTHESIS ============================================================ Date/Time: 2026-07-17 11:55:14 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 14 Scenario seed: -8658915343845013000 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 995 Passengers seated: 282/282 Average waiting ticks: 460.18 Longest waiting passenger: P218->6F(RIGHT) Longest waiting ticks: 951 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2250 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 38 Multiple-blocker events: 11 Temporary aisle reoccupations: 60 RIGHT AISLE ----------- Total moves: 2145 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 42 Multiple-blocker events: 17 Temporary aisle reoccupations: 76 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 98 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5713 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7065 Total stationary ticks: 134676 Seat-event requests: 287 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 656 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 656 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 56 EXPLANATORY PATHWAY SYNTHESIS ============================================================ Date/Time: 2026-07-17 11:55:14 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 15 Scenario seed: 5673179910411321410 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 462.27 Longest waiting passenger: P21->16E(RIGHT) Longest waiting ticks: 953 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2199 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 41 Multiple-blocker events: 20 Temporary aisle reoccupations: 81 RIGHT AISLE ----------- Total moves: 2185 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 39 Multiple-blocker events: 16 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 96 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5393 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6898 Total stationary ticks: 134958 Seat-event requests: 301 Failed seat-event starts: 19 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 714 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 19 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 714 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 56 EXPLANATORY PATHWAY SYNTHESIS ============================================================ Date/Time: 2026-07-17 11:55:14 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 15 Scenario seed: 5673179910411321410 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 462.25 Longest waiting passenger: P21->16E(RIGHT) Longest waiting ticks: 953 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2199 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 41 Multiple-blocker events: 20 Temporary aisle reoccupations: 81 RIGHT AISLE ----------- Total moves: 2185 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 39 Multiple-blocker events: 16 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 96 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5398 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6898 Total stationary ticks: 134958 Seat-event requests: 301 Failed seat-event starts: 19 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 709 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 19 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 709 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 56 EXPLANATORY PATHWAY SYNTHESIS ============================================================ Date/Time: 2026-07-17 11:55:14 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 16 Scenario seed: 6658752785952583458 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1052 Passengers seated: 282/282 Average waiting ticks: 468.96 Longest waiting passenger: P181->4E(LEFT) Longest waiting ticks: 999 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 14 Regions dissolved: 1 Repeated reconstructions avoided: 14 Largest region lifetime: 15 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=15 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2277 Maximum occupied tiles: 12 Seat events: 148 Single-blocker events: 45 Multiple-blocker events: 21 Temporary aisle reoccupations: 87 RIGHT AISLE ----------- Total moves: 2045 Maximum occupied tiles: 11 Seat events: 134 Single-blocker events: 34 Multiple-blocker events: 11 Temporary aisle reoccupations: 56 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 97 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5574 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6661 Total stationary ticks: 136880 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 528 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 528 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 56 EXPLANATORY PATHWAY SYNTHESIS ============================================================ Date/Time: 2026-07-17 11:55:14 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 16 Scenario seed: 6658752785952583458 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1052 Passengers seated: 282/282 Average waiting ticks: 468.97 Longest waiting passenger: P181->4E(LEFT) Longest waiting ticks: 999 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 14 Regions dissolved: 1 Repeated reconstructions avoided: 14 Largest region lifetime: 15 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=15 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2277 Maximum occupied tiles: 12 Seat events: 148 Single-blocker events: 45 Multiple-blocker events: 21 Temporary aisle reoccupations: 87 RIGHT AISLE ----------- Total moves: 2045 Maximum occupied tiles: 11 Seat events: 134 Single-blocker events: 34 Multiple-blocker events: 11 Temporary aisle reoccupations: 56 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 97 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5574 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6655 Total stationary ticks: 136878 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 527 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 527 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 56 EXPLANATORY PATHWAY SYNTHESIS ============================================================ Date/Time: 2026-07-17 11:55:14 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 17 Scenario seed: -218671498343752214 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.16% OUTCOME ------- Status: SUCCESS Completed ticks: 1029 Passengers seated: 282/282 Average waiting ticks: 464.66 Longest waiting passenger: P242->27G(RIGHT) Longest waiting ticks: 976 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 4 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 22 Regions dissolved: 2 Repeated reconstructions avoided: 22 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2178 Maximum occupied tiles: 12 Seat events: 137 Single-blocker events: 44 Multiple-blocker events: 14 Temporary aisle reoccupations: 72 RIGHT AISLE ----------- Total moves: 2204 Maximum occupied tiles: 12 Seat events: 145 Single-blocker events: 38 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 96 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5622 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6765 Total stationary ticks: 135723 Seat-event requests: 299 Failed seat-event starts: 17 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 557 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 17 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 557 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 56 EXPLANATORY PATHWAY SYNTHESIS ============================================================ Date/Time: 2026-07-17 11:55:14 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 17 Scenario seed: -218671498343752214 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.16% OUTCOME ------- Status: SUCCESS Completed ticks: 1029 Passengers seated: 282/282 Average waiting ticks: 464.69 Longest waiting passenger: P242->27G(RIGHT) Longest waiting ticks: 976 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 4 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 22 Regions dissolved: 2 Repeated reconstructions avoided: 22 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2178 Maximum occupied tiles: 12 Seat events: 137 Single-blocker events: 44 Multiple-blocker events: 14 Temporary aisle reoccupations: 72 RIGHT AISLE ----------- Total moves: 2204 Maximum occupied tiles: 12 Seat events: 145 Single-blocker events: 38 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 96 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5612 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6786 Total stationary ticks: 135730 Seat-event requests: 299 Failed seat-event starts: 17 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 574 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 17 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 574 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 56 EXPLANATORY PATHWAY SYNTHESIS ============================================================ Date/Time: 2026-07-17 11:55:14 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 18 Scenario seed: -8332752414533420411 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.34% Aisle-assignment balance: 99.15% OUTCOME ------- Status: SUCCESS Completed ticks: 1259 Passengers seated: 353/353 Average waiting ticks: 593.34 Longest waiting passenger: P150->11H(RIGHT) Longest waiting ticks: 1209 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3172 Maximum occupied tiles: 16 Seat events: 175 Single-blocker events: 42 Multiple-blocker events: 24 Temporary aisle reoccupations: 95 RIGHT AISLE ----------- Total moves: 2985 Maximum occupied tiles: 13 Seat events: 178 Single-blocker events: 55 Multiple-blocker events: 26 Temporary aisle reoccupations: 113 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 148 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7954 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9621 Total stationary ticks: 216298 Seat-event requests: 380 Failed seat-event starts: 27 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 784 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 27 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 784 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 56 EXPLANATORY PATHWAY SYNTHESIS ============================================================ Date/Time: 2026-07-17 11:55:14 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 18 Scenario seed: -8332752414533420411 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.34% Aisle-assignment balance: 99.15% OUTCOME ------- Status: SUCCESS Completed ticks: 1259 Passengers seated: 353/353 Average waiting ticks: 593.34 Longest waiting passenger: P150->11H(RIGHT) Longest waiting ticks: 1209 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3172 Maximum occupied tiles: 16 Seat events: 175 Single-blocker events: 42 Multiple-blocker events: 24 Temporary aisle reoccupations: 95 RIGHT AISLE ----------- Total moves: 2985 Maximum occupied tiles: 13 Seat events: 178 Single-blocker events: 55 Multiple-blocker events: 26 Temporary aisle reoccupations: 113 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 148 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7954 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9621 Total stationary ticks: 216298 Seat-event requests: 380 Failed seat-event starts: 27 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 784 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 27 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 784 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 56 EXPLANATORY PATHWAY SYNTHESIS ============================================================ Date/Time: 2026-07-17 11:55:14 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 19 Scenario seed: 5866349045608257533 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2347 Passengers seated: 230/235 Average waiting ticks: 400.83 Longest waiting passenger: P105->29D(RIGHT) Longest waiting ticks: 2279 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 6 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 6 Selected release potential total: 9 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1613 Regions dissolved: 2 Repeated reconstructions avoided: 1613 Largest region lifetime: 1570 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1570:occupied=5 Confirmation deferral ticks: 6 Regions reaching confirmation: 3 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1549 State changes reopening evaluation: 3 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1684 Maximum occupied tiles: 13 Seat events: 120 Single-blocker events: 26 Multiple-blocker events: 20 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 1708 Maximum occupied tiles: 12 Seat events: 110 Single-blocker events: 29 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1708 Reservations granted: 1708 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 4 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 6675 Longest unresolved passenger ID: 128 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 5 Longest dependency chain: P170(27E/RIGHT) -> P33(30G/RIGHT) -> P155(28G/RIGHT) -> P128(30F/RIGHT) -> P105(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 170 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 4 Total blocked ticks: 13109 Total stationary ticks: 103859 Seat-event requests: 1828 Failed seat-event starts: 1598 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 105 Critical blocker identity: P105->29D(RIGHT) Direct fan-out: 1 Total indirect descendants: 4 Critical tree size including blocker: 5 Critical tree depth: 5 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P105(29D/RIGHT/WAITING_FOR_SEAT_EVENT) P128(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P155(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P33(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P170(27E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1569 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 29 Rear-boundary failures: 1569 Middle-bank reservation failures: 0 Active-event deferrals: 562 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1826\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 56 EXPLANATORY PATHWAY SYNTHESIS ============================================================ Date/Time: 2026-07-17 11:55:14 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 19 Scenario seed: 5866349045608257533 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 845 Passengers seated: 235/235 Average waiting ticks: 394.17 Longest waiting passenger: P133->5B(LEFT) Longest waiting ticks: 814 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 4 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 6 Selected release potential total: 9 Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P15:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 44 Regions dissolved: 2 Repeated reconstructions avoided: 44 Largest region lifetime: 34 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=12 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1684 Maximum occupied tiles: 13 Seat events: 120 Single-blocker events: 26 Multiple-blocker events: 20 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 1717 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 30 Multiple-blocker events: 13 Temporary aisle reoccupations: 58 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 142 Reservations granted: 142 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4251 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5354 Total stationary ticks: 96093 Seat-event requests: 264 Failed seat-event starts: 29 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 557 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 29 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 557 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 262\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 56 EXPLANATORY PATHWAY SYNTHESIS ============================================================ Date/Time: 2026-07-17 11:55:14 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 20 Scenario seed: 3658999535626094423 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: SUCCESS Completed ticks: 845 Passengers seated: 235/235 Average waiting ticks: 383.63 Longest waiting passenger: P59->4F(RIGHT) Longest waiting ticks: 835 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 25 Regions dissolved: 2 Repeated reconstructions avoided: 25 Largest region lifetime: 19 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=19 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1732 Maximum occupied tiles: 11 Seat events: 113 Single-blocker events: 37 Multiple-blocker events: 8 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1701 Maximum occupied tiles: 13 Seat events: 122 Single-blocker events: 27 Multiple-blocker events: 16 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 127 Reservations granted: 127 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4587 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5751 Total stationary ticks: 94043 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 587 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 587 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 56 EXPLANATORY PATHWAY SYNTHESIS ============================================================ Date/Time: 2026-07-17 11:55:14 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 20 Scenario seed: 3658999535626094423 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: SUCCESS Completed ticks: 845 Passengers seated: 235/235 Average waiting ticks: 383.62 Longest waiting passenger: P59->4F(RIGHT) Longest waiting ticks: 835 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 25 Regions dissolved: 2 Repeated reconstructions avoided: 25 Largest region lifetime: 19 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=19 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1732 Maximum occupied tiles: 11 Seat events: 113 Single-blocker events: 37 Multiple-blocker events: 8 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1701 Maximum occupied tiles: 13 Seat events: 122 Single-blocker events: 27 Multiple-blocker events: 16 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 127 Reservations granted: 127 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4592 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5750 Total stationary ticks: 94042 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 583 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 583 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 56 EXPLANATORY PATHWAY SYNTHESIS ============================================================ Date/Time: 2026-07-17 11:55:14 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 21 Scenario seed: 1778985705851435071 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1007 Passengers seated: 282/282 Average waiting ticks: 462.32 Longest waiting passenger: P199->4E(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 3 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 8 Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 49 Regions dissolved: 2 Repeated reconstructions avoided: 49 Largest region lifetime: 35 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=35 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2228 Maximum occupied tiles: 13 Seat events: 144 Single-blocker events: 35 Multiple-blocker events: 10 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 2144 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 37 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 103 Reservations granted: 103 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5798 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7265 Total stationary ticks: 135403 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 719 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 719 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 56 EXPLANATORY PATHWAY SYNTHESIS ============================================================ Date/Time: 2026-07-17 11:55:14 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 21 Scenario seed: 1778985705851435071 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1007 Passengers seated: 282/282 Average waiting ticks: 462.32 Longest waiting passenger: P199->4E(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 3 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 8 Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 49 Regions dissolved: 2 Repeated reconstructions avoided: 49 Largest region lifetime: 35 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=35 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2228 Maximum occupied tiles: 13 Seat events: 144 Single-blocker events: 35 Multiple-blocker events: 10 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 2144 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 37 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 103 Reservations granted: 103 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5798 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7265 Total stationary ticks: 135403 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 719 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 719 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 56 EXPLANATORY PATHWAY SYNTHESIS ============================================================ Date/Time: 2026-07-17 11:55:14 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 22 Scenario seed: 4203521108576778203 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.14% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2482 Passengers seated: 270/282 Average waiting ticks: 472.84 Longest waiting passenger: P277->30F(LEFT) Longest waiting ticks: 2442 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 13 Cluster candidates evaluated: 14 Executable cluster candidates: 1 Rejected cluster candidates: 13 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 12 Selected release potential total: 2 Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1645 Regions dissolved: 1 Repeated reconstructions avoided: 1645 Largest region lifetime: 1638 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1638:occupied=12 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1562 State changes reopening evaluation: 12 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2166 Maximum occupied tiles: 17 Seat events: 132 Single-blocker events: 38 Multiple-blocker events: 13 Temporary aisle reoccupations: 64 RIGHT AISLE ----------- Total moves: 2158 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 18 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1758 Reservations granted: 1751 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 10 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 16258 Longest unresolved passenger ID: 48 Longest unresolved row: 31 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 11 Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 75 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 10 Total blocked ticks: 26140 Total stationary ticks: 153459 Seat-event requests: 1940 Failed seat-event starts: 1670 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 277 Critical blocker identity: P277->30F(LEFT) Direct fan-out: 1 Total indirect descendants: 10 Critical tree size including blocker: 11 Critical tree depth: 11 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 12 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P277(30F/LEFT/WAITING_FOR_SEAT_EVENT) P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1669 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 31|32 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: 48 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1669 Rear-boundary failures: 1 Middle-bank reservation failures: 7 Active-event deferrals: 1100 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P48->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 31|32 Current unavailable yield tiles: 31 Current yield-tile occupants: 48 Final row-event chain: 277|48 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 56 EXPLANATORY PATHWAY SYNTHESIS ============================================================ Date/Time: 2026-07-17 11:55:14 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 22 Scenario seed: 4203521108576778203 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.14% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2482 Passengers seated: 270/282 Average waiting ticks: 472.87 Longest waiting passenger: P277->30F(LEFT) Longest waiting ticks: 2442 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 11 Cluster candidates evaluated: 12 Executable cluster candidates: 1 Rejected cluster candidates: 11 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 12 Selected release potential total: 2 Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1645 Regions dissolved: 1 Repeated reconstructions avoided: 1645 Largest region lifetime: 1638 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1638:occupied=12 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1564 State changes reopening evaluation: 10 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2166 Maximum occupied tiles: 17 Seat events: 132 Single-blocker events: 38 Multiple-blocker events: 13 Temporary aisle reoccupations: 64 RIGHT AISLE ----------- Total moves: 2158 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 18 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1758 Reservations granted: 1751 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 10 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 16243 Longest unresolved passenger ID: 48 Longest unresolved row: 31 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 11 Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 75 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 10 Total blocked ticks: 26119 Total stationary ticks: 153453 Seat-event requests: 1940 Failed seat-event starts: 1670 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 277 Critical blocker identity: P277->30F(LEFT) Direct fan-out: 1 Total indirect descendants: 10 Critical tree size including blocker: 11 Critical tree depth: 11 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 12 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P277(30F/LEFT/WAITING_FOR_SEAT_EVENT) P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1669 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 31|32 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: 48 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1669 Rear-boundary failures: 1 Middle-bank reservation failures: 7 Active-event deferrals: 1095 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P48->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 31|32 Current unavailable yield tiles: 31 Current yield-tile occupants: 48 Final row-event chain: 277|48 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 56 EXPLANATORY PATHWAY SYNTHESIS ============================================================ Date/Time: 2026-07-17 11:55:14 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 23 Scenario seed: -3947160987031988780 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2313 Passengers seated: 230/235 Average waiting ticks: 405.99 Longest waiting passenger: P174->17F(LEFT) Longest waiting ticks: 2271 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=11 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1769 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 21 Multiple-blocker events: 9 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1662 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 30 Multiple-blocker events: 14 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1615 Reservations granted: 1615 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 6610 Longest unresolved passenger ID: 206 Longest unresolved row: 26 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 206 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 13157 Total stationary ticks: 100829 Seat-event requests: 1735 Failed seat-event starts: 1505 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 29 Critical blocker identity: P29->21A(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P29(21A/LEFT/WAITING_FOR_SEAT_EVENT) P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1505 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 3 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1505 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_SPACE_AVAILABLE Final snapshot prerequisite: YIELD_SPACE_AVAILABLE Current required blockers: 1 Current required yield tiles: 22 Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: YIELD_SPACE_AVAILABLE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 56 EXPLANATORY PATHWAY SYNTHESIS ============================================================ Date/Time: 2026-07-17 11:55:14 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 23 Scenario seed: -3947160987031988780 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2313 Passengers seated: 230/235 Average waiting ticks: 405.99 Longest waiting passenger: P174->17F(LEFT) Longest waiting ticks: 2271 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=11 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1769 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 21 Multiple-blocker events: 9 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1662 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 30 Multiple-blocker events: 14 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1615 Reservations granted: 1615 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 6610 Longest unresolved passenger ID: 206 Longest unresolved row: 26 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 206 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 13157 Total stationary ticks: 100829 Seat-event requests: 1735 Failed seat-event starts: 1505 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 29 Critical blocker identity: P29->21A(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P29(21A/LEFT/WAITING_FOR_SEAT_EVENT) P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1505 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 3 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1505 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_SPACE_AVAILABLE Final snapshot prerequisite: YIELD_SPACE_AVAILABLE Current required blockers: 1 Current required yield tiles: 22 Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: YIELD_SPACE_AVAILABLE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 56 EXPLANATORY PATHWAY SYNTHESIS ============================================================ Date/Time: 2026-07-17 11:55:14 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 24 Scenario seed: 4419539434258219231 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2333 Passengers seated: 233/235 Average waiting ticks: 387.31 Longest waiting passenger: P149->29D(RIGHT) Longest waiting ticks: 2259 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1678 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1737 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 24 Multiple-blocker events: 11 Temporary aisle reoccupations: 46 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1650 Reservations granted: 1646 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4313 Longest unresolved passenger ID: 20 Longest unresolved row: 29 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 20 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 8439 Total stationary ticks: 96156 Seat-event requests: 1764 Failed seat-event starts: 1531 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 149 Critical blocker identity: P149->29D(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT) P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1526 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 5 Rear-boundary failures: 1526 Middle-bank reservation failures: 4 Active-event deferrals: 545 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 56 EXPLANATORY PATHWAY SYNTHESIS ============================================================ Date/Time: 2026-07-17 11:55:14 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 24 Scenario seed: 4419539434258219231 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2333 Passengers seated: 233/235 Average waiting ticks: 387.32 Longest waiting passenger: P149->29D(RIGHT) Longest waiting ticks: 2259 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1678 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1737 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 24 Multiple-blocker events: 11 Temporary aisle reoccupations: 46 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1650 Reservations granted: 1646 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4308 Longest unresolved passenger ID: 20 Longest unresolved row: 29 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 20 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 8438 Total stationary ticks: 96155 Seat-event requests: 1764 Failed seat-event starts: 1531 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 149 Critical blocker identity: P149->29D(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT) P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1526 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 5 Rear-boundary failures: 1526 Middle-bank reservation failures: 4 Active-event deferrals: 546 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 56 EXPLANATORY PATHWAY SYNTHESIS ============================================================ Date/Time: 2026-07-17 11:55:14 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 25 Scenario seed: 6293055855285553556 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 94.47% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2324 Passengers seated: 225/235 Average waiting ticks: 403.89 Longest waiting passenger: P83->29H(RIGHT) Longest waiting ticks: 2280 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 11 Cluster candidates evaluated: 12 Executable cluster candidates: 1 Rejected cluster candidates: 11 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 10 Selected release potential total: 2 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1684 Regions dissolved: 1 Repeated reconstructions avoided: 1684 Largest region lifetime: 1673 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1673:occupied=10 Confirmation deferral ticks: 3 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1540 State changes reopening evaluation: 10 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1568 Maximum occupied tiles: 12 Seat events: 111 Single-blocker events: 38 Multiple-blocker events: 5 Temporary aisle reoccupations: 50 RIGHT AISLE ----------- Total moves: 1823 Maximum occupied tiles: 16 Seat events: 114 Single-blocker events: 32 Multiple-blocker events: 10 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 122 Reservations granted: 120 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 8 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 12770 Longest unresolved passenger ID: 219 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 9 Longest dependency chain: P122(28F/RIGHT) -> P197(26G/RIGHT) -> P3(24H/RIGHT) -> P109(27C/RIGHT) -> P38(26C/RIGHT) -> P207(28H/RIGHT) -> P15(30H/RIGHT) -> P219(30G/RIGHT) -> P83(29H/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 122 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 8 Total blocked ticks: 20545 Total stationary ticks: 110417 Seat-event requests: 1790 Failed seat-event starts: 1565 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 83 Critical blocker identity: P83->29H(RIGHT) Direct fan-out: 1 Total indirect descendants: 8 Critical tree size including blocker: 9 Critical tree depth: 9 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 10 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P83(29H/RIGHT/WAITING_FOR_SEAT_EVENT) P219(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P15(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P207(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P38(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P109(27C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P3(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P197(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P122(28F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1565 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 123 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1565 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 677 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[123]: P123(30D/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P123->30D(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P123{seat=30D,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=623,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 30 Current unavailable yield tiles: 30 Current yield-tile occupants: 123 Final row-event chain: 83|123 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1791\nPrecedence substitutions made: 0\nDependency chains followed: 1555\nBlocked by waiting-row occupant: 1555\nSubstituted events started: 1\nOccupied-space rejections: 1566\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 56 EXPLANATORY PATHWAY SYNTHESIS ============================================================ Date/Time: 2026-07-17 11:55:14 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 25 Scenario seed: 6293055855285553556 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 94.47% OUTCOME ------- Status: SUCCESS Completed ticks: 891 Passengers seated: 235/235 Average waiting ticks: 391.23 Longest waiting passenger: P122->28F(RIGHT) Longest waiting ticks: 823 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles8-10:occupied=3:anchor=P58:selected=P45:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1568 Maximum occupied tiles: 12 Seat events: 111 Single-blocker events: 37 Multiple-blocker events: 6 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 1846 Maximum occupied tiles: 12 Seat events: 124 Single-blocker events: 37 Multiple-blocker events: 12 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 125 Reservations granted: 123 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4149 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5109 Total stationary ticks: 95294 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 493 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 493 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 56 EXPLANATORY PATHWAY SYNTHESIS ============================================================ Date/Time: 2026-07-17 11:55:14 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 26 Scenario seed: -9074491549561652642 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 989 Passengers seated: 282/282 Average waiting ticks: 460.29 Longest waiting passenger: P129->11D(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2133 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 48 Multiple-blocker events: 11 Temporary aisle reoccupations: 70 RIGHT AISLE ----------- Total moves: 2221 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 42 Multiple-blocker events: 9 Temporary aisle reoccupations: 60 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 98 Reservations granted: 94 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5689 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6912 Total stationary ticks: 134633 Seat-event requests: 288 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 593 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 593 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 56 EXPLANATORY PATHWAY SYNTHESIS ============================================================ Date/Time: 2026-07-17 11:55:14 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 26 Scenario seed: -9074491549561652642 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 989 Passengers seated: 282/282 Average waiting ticks: 460.30 Longest waiting passenger: P129->11D(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2133 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 48 Multiple-blocker events: 11 Temporary aisle reoccupations: 70 RIGHT AISLE ----------- Total moves: 2221 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 42 Multiple-blocker events: 9 Temporary aisle reoccupations: 60 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 98 Reservations granted: 94 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5694 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6912 Total stationary ticks: 134633 Seat-event requests: 288 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 595 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 595 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 56 EXPLANATORY PATHWAY SYNTHESIS ============================================================ Date/Time: 2026-07-17 11:55:14 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 27 Scenario seed: -9036946652584501975 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2336 Passengers seated: 229/235 Average waiting ticks: 417.88 Longest waiting passenger: P71->8C(RIGHT) Longest waiting ticks: 2318 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1532 Regions dissolved: 1 Repeated reconstructions avoided: 1532 Largest region lifetime: 1521 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1521:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1518 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1681 Maximum occupied tiles: 12 Seat events: 117 Single-blocker events: 32 Multiple-blocker events: 11 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1689 Maximum occupied tiles: 11 Seat events: 112 Single-blocker events: 29 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1651 Reservations granted: 1647 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 5160 Longest unresolved passenger ID: 129 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 186 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14019 Total stationary ticks: 105901 Seat-event requests: 1762 Failed seat-event starts: 1533 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 71 Critical blocker identity: P71->8C(RIGHT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 6 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT) P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1533 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 9|10|11 Critical blocker unavailable yield tiles: 11 Critical blocker yield-tile occupants: 129 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1533 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 512 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P78->12H(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 9|10|11 Current unavailable yield tiles: 11 Current yield-tile occupants: 129 Final row-event chain: 71|129|78 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 56 EXPLANATORY PATHWAY SYNTHESIS ============================================================ Date/Time: 2026-07-17 11:55:14 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 27 Scenario seed: -9036946652584501975 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2336 Passengers seated: 229/235 Average waiting ticks: 417.88 Longest waiting passenger: P71->8C(RIGHT) Longest waiting ticks: 2318 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1532 Regions dissolved: 1 Repeated reconstructions avoided: 1532 Largest region lifetime: 1521 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1521:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1518 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1681 Maximum occupied tiles: 12 Seat events: 117 Single-blocker events: 32 Multiple-blocker events: 11 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1689 Maximum occupied tiles: 11 Seat events: 112 Single-blocker events: 29 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1651 Reservations granted: 1647 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 5160 Longest unresolved passenger ID: 129 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 186 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14019 Total stationary ticks: 105901 Seat-event requests: 1762 Failed seat-event starts: 1533 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 71 Critical blocker identity: P71->8C(RIGHT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 6 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT) P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1533 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 9|10|11 Critical blocker unavailable yield tiles: 11 Critical blocker yield-tile occupants: 129 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1533 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 512 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P78->12H(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 9|10|11 Current unavailable yield tiles: 11 Current yield-tile occupants: 129 Final row-event chain: 71|129|78 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 56 EXPLANATORY PATHWAY SYNTHESIS ============================================================ Date/Time: 2026-07-17 11:55:14 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 28 Scenario seed: 3854657311787069719 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 99.57% OUTCOME ------- Status: SUCCESS Completed ticks: 846 Passengers seated: 235/235 Average waiting ticks: 387.29 Longest waiting passenger: P209->24H(RIGHT) Longest waiting ticks: 791 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 17 Regions dissolved: 1 Repeated reconstructions avoided: 17 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=18 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1630 Maximum occupied tiles: 11 Seat events: 117 Single-blocker events: 29 Multiple-blocker events: 8 Temporary aisle reoccupations: 46 RIGHT AISLE ----------- Total moves: 1792 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 34 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 130 Reservations granted: 128 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4304 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5385 Total stationary ticks: 94620 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 509 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 509 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 56 EXPLANATORY PATHWAY SYNTHESIS ============================================================ Date/Time: 2026-07-17 11:55:14 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 28 Scenario seed: 3854657311787069719 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 99.57% OUTCOME ------- Status: SUCCESS Completed ticks: 846 Passengers seated: 235/235 Average waiting ticks: 387.29 Longest waiting passenger: P209->24H(RIGHT) Longest waiting ticks: 791 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 17 Regions dissolved: 1 Repeated reconstructions avoided: 17 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=18 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1630 Maximum occupied tiles: 11 Seat events: 117 Single-blocker events: 29 Multiple-blocker events: 8 Temporary aisle reoccupations: 46 RIGHT AISLE ----------- Total moves: 1792 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 34 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 130 Reservations granted: 128 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4303 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5384 Total stationary ticks: 94620 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 509 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 509 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 56 EXPLANATORY PATHWAY SYNTHESIS ============================================================ Date/Time: 2026-07-17 11:55:14 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 29 Scenario seed: -4567754299527007339 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 91.06% OUTCOME ------- Status: SUCCESS Completed ticks: 902 Passengers seated: 235/235 Average waiting ticks: 390.21 Longest waiting passenger: P72->10D(LEFT) Longest waiting ticks: 865 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 21 Regions dissolved: 1 Repeated reconstructions avoided: 21 Largest region lifetime: 22 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=22 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1777 Maximum occupied tiles: 11 Seat events: 128 Single-blocker events: 25 Multiple-blocker events: 19 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 1611 Maximum occupied tiles: 11 Seat events: 107 Single-blocker events: 31 Multiple-blocker events: 4 Temporary aisle reoccupations: 39 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 128 Reservations granted: 125 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4209 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5267 Total stationary ticks: 95173 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 540 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 56 EXPLANATORY PATHWAY SYNTHESIS ============================================================ Date/Time: 2026-07-17 11:55:14 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 29 Scenario seed: -4567754299527007339 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 91.06% OUTCOME ------- Status: SUCCESS Completed ticks: 902 Passengers seated: 235/235 Average waiting ticks: 390.21 Longest waiting passenger: P72->10D(LEFT) Longest waiting ticks: 865 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 21 Regions dissolved: 1 Repeated reconstructions avoided: 21 Largest region lifetime: 22 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=22 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1777 Maximum occupied tiles: 11 Seat events: 128 Single-blocker events: 25 Multiple-blocker events: 19 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 1611 Maximum occupied tiles: 11 Seat events: 107 Single-blocker events: 31 Multiple-blocker events: 4 Temporary aisle reoccupations: 39 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 128 Reservations granted: 125 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4209 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5267 Total stationary ticks: 95173 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 540 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 56 EXPLANATORY PATHWAY SYNTHESIS ============================================================ Date/Time: 2026-07-17 11:55:14 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 30 Scenario seed: 3367915316291643157 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 869 Passengers seated: 235/235 Average waiting ticks: 394.64 Longest waiting passenger: P74->3A(LEFT) Longest waiting ticks: 817 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1723 Maximum occupied tiles: 11 Seat events: 119 Single-blocker events: 29 Multiple-blocker events: 14 Temporary aisle reoccupations: 61 RIGHT AISLE ----------- Total moves: 1665 Maximum occupied tiles: 11 Seat events: 116 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 124 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3914 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5047 Total stationary ticks: 95938 Seat-event requests: 243 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 572 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 7 Active-event deferrals: 572 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 56 EXPLANATORY PATHWAY SYNTHESIS ============================================================ Date/Time: 2026-07-17 11:55:14 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 30 Scenario seed: 3367915316291643157 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 869 Passengers seated: 235/235 Average waiting ticks: 394.64 Longest waiting passenger: P74->3A(LEFT) Longest waiting ticks: 817 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1723 Maximum occupied tiles: 11 Seat events: 119 Single-blocker events: 29 Multiple-blocker events: 14 Temporary aisle reoccupations: 61 RIGHT AISLE ----------- Total moves: 1665 Maximum occupied tiles: 11 Seat events: 116 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 124 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3914 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5047 Total stationary ticks: 95938 Seat-event requests: 243 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 572 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 7 Active-event deferrals: 572 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n ************************************************************ BATCH EXPERIMENT SUMMARY RESEARCH EXPERIMENT 56 EXPLANATORY PATHWAY SYNTHESIS ************************************************************ Experiment seed: 9783790101901 Scenarios executed: 60 Successful completions: 43 Incomplete/MAX_TICKS: 17 Average completed ticks: 1391.40 Average waiting ticks: 460.32 ************************************************************ ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 57 DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT ============================================================ Date/Time: 2026-07-17 12:12:11 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 1 Scenario seed: 3055370766012738473 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 842 Passengers seated: 235/235 Average waiting ticks: 381.71 Longest waiting passenger: P14->4G(RIGHT) Longest waiting ticks: 802 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 31 Regions dissolved: 3 Repeated reconstructions avoided: 31 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 0 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1605 Maximum occupied tiles: 13 Seat events: 114 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 56 RIGHT AISLE ----------- Total moves: 1759 Maximum occupied tiles: 13 Seat events: 121 Single-blocker events: 28 Multiple-blocker events: 11 Temporary aisle reoccupations: 53 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 129 Reservations granted: 129 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4378 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5526 Total stationary ticks: 93373 Seat-event requests: 249 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 592 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 592 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 57 DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT ============================================================ Date/Time: 2026-07-17 12:12:11 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 1 Scenario seed: 3055370766012738473 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 842 Passengers seated: 235/235 Average waiting ticks: 381.71 Longest waiting passenger: P14->4G(RIGHT) Longest waiting ticks: 802 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 31 Regions dissolved: 3 Repeated reconstructions avoided: 31 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 0 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1605 Maximum occupied tiles: 13 Seat events: 114 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 56 RIGHT AISLE ----------- Total moves: 1759 Maximum occupied tiles: 13 Seat events: 121 Single-blocker events: 28 Multiple-blocker events: 11 Temporary aisle reoccupations: 53 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 129 Reservations granted: 129 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4378 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5526 Total stationary ticks: 93373 Seat-event requests: 249 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 592 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 592 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 57 DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT ============================================================ Date/Time: 2026-07-17 12:12:11 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 2 Scenario seed: -5861873949581201790 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 461.78 Longest waiting passenger: P176->13G(RIGHT) Longest waiting ticks: 940 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2124 Maximum occupied tiles: 12 Seat events: 140 Single-blocker events: 52 Multiple-blocker events: 12 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2238 Maximum occupied tiles: 13 Seat events: 142 Single-blocker events: 33 Multiple-blocker events: 24 Temporary aisle reoccupations: 81 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 99 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5604 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6986 Total stationary ticks: 134989 Seat-event requests: 296 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 657 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 657 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 57 DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT ============================================================ Date/Time: 2026-07-17 12:12:11 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 2 Scenario seed: -5861873949581201790 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 461.78 Longest waiting passenger: P176->13G(RIGHT) Longest waiting ticks: 940 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2124 Maximum occupied tiles: 12 Seat events: 140 Single-blocker events: 52 Multiple-blocker events: 12 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2238 Maximum occupied tiles: 13 Seat events: 142 Single-blocker events: 33 Multiple-blocker events: 24 Temporary aisle reoccupations: 81 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 99 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5604 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6986 Total stationary ticks: 134989 Seat-event requests: 296 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 657 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 657 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 57 DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT ============================================================ Date/Time: 2026-07-17 12:12:12 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 3 Scenario seed: 6413959567787430862 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 99.72% OUTCOME ------- Status: SUCCESS Completed ticks: 1255 Passengers seated: 353/353 Average waiting ticks: 584.28 Longest waiting passenger: P110->21D(LEFT) Longest waiting ticks: 1200 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 51 Regions dissolved: 4 Repeated reconstructions avoided: 51 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=11 Confirmation deferral ticks: 5 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3168 Maximum occupied tiles: 14 Seat events: 177 Single-blocker events: 45 Multiple-blocker events: 29 Temporary aisle reoccupations: 109 RIGHT AISLE ----------- Total moves: 3052 Maximum occupied tiles: 13 Seat events: 176 Single-blocker events: 53 Multiple-blocker events: 27 Temporary aisle reoccupations: 112 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 159 Reservations granted: 157 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8069 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9772 Total stationary ticks: 213222 Seat-event requests: 381 Failed seat-event starts: 28 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 782 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 28 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 782 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 57 DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT ============================================================ Date/Time: 2026-07-17 12:12:12 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 3 Scenario seed: 6413959567787430862 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 99.72% OUTCOME ------- Status: SUCCESS Completed ticks: 1255 Passengers seated: 353/353 Average waiting ticks: 584.23 Longest waiting passenger: P110->21D(LEFT) Longest waiting ticks: 1200 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 51 Regions dissolved: 4 Repeated reconstructions avoided: 51 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=11 Confirmation deferral ticks: 5 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3168 Maximum occupied tiles: 14 Seat events: 177 Single-blocker events: 45 Multiple-blocker events: 29 Temporary aisle reoccupations: 109 RIGHT AISLE ----------- Total moves: 3052 Maximum occupied tiles: 13 Seat events: 176 Single-blocker events: 53 Multiple-blocker events: 27 Temporary aisle reoccupations: 112 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 159 Reservations granted: 157 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8079 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9784 Total stationary ticks: 213224 Seat-event requests: 381 Failed seat-event starts: 28 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 775 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 28 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 775 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 57 DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT ============================================================ Date/Time: 2026-07-17 12:12:12 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 4 Scenario seed: -6874954252876456991 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2294 Passengers seated: 169/235 Average waiting ticks: 811.85 Longest waiting passenger: P2->16C(RIGHT) Longest waiting ticks: 2294 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 4 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1889 Regions dissolved: 0 Repeated reconstructions avoided: 1889 Largest region lifetime: 1890 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1890:occupied=4 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1887 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1607 Maximum occupied tiles: 13 Seat events: 113 Single-blocker events: 31 Multiple-blocker events: 9 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 914 Maximum occupied tiles: 12 Seat events: 56 Single-blocker events: 9 Multiple-blocker events: 1 Temporary aisle reoccupations: 11 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1981 Reservations granted: 1976 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 57 Remaining moving in aisle: 6 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 11640 Longest unresolved passenger ID: 2 Longest unresolved row: 16 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 109 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 6 Total blocked ticks: 20936 Total stationary ticks: 204785 Seat-event requests: 2064 Failed seat-event starts: 1895 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 169 Critical blocker identity: P169->4C(RIGHT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 9 Unresolved outside passengers: 57 Unresolved internal passengers outside critical tree: 5 Critical blocker tree: P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT) P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1895 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 5|6|7 Critical blocker unavailable yield tiles: 7 Critical blocker yield-tile occupants: 165 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1895 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 388 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P53->8E(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 5|6|7 Current unavailable yield tiles: 7 Current yield-tile occupants: 165 Final row-event chain: 169|165|53 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 57 DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT ============================================================ Date/Time: 2026-07-17 12:12:12 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 4 Scenario seed: -6874954252876456991 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2294 Passengers seated: 169/235 Average waiting ticks: 811.85 Longest waiting passenger: P2->16C(RIGHT) Longest waiting ticks: 2294 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 4 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1889 Regions dissolved: 0 Repeated reconstructions avoided: 1889 Largest region lifetime: 1890 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1890:occupied=4 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1887 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1607 Maximum occupied tiles: 13 Seat events: 113 Single-blocker events: 31 Multiple-blocker events: 9 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 914 Maximum occupied tiles: 12 Seat events: 56 Single-blocker events: 9 Multiple-blocker events: 1 Temporary aisle reoccupations: 11 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1981 Reservations granted: 1976 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 57 Remaining moving in aisle: 6 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 11640 Longest unresolved passenger ID: 2 Longest unresolved row: 16 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 109 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 6 Total blocked ticks: 20922 Total stationary ticks: 204781 Seat-event requests: 2064 Failed seat-event starts: 1895 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 169 Critical blocker identity: P169->4C(RIGHT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 9 Unresolved outside passengers: 57 Unresolved internal passengers outside critical tree: 5 Critical blocker tree: P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT) P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1895 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 5|6|7 Critical blocker unavailable yield tiles: 7 Critical blocker yield-tile occupants: 165 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1895 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 380 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P53->8E(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 5|6|7 Current unavailable yield tiles: 7 Current yield-tile occupants: 165 Final row-event chain: 169|165|53 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 57 DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT ============================================================ Date/Time: 2026-07-17 12:12:12 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 5 Scenario seed: -3861213001347413166 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1037 Passengers seated: 282/282 Average waiting ticks: 463.27 Longest waiting passenger: P14->18D(LEFT) Longest waiting ticks: 988 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2266 Maximum occupied tiles: 13 Seat events: 148 Single-blocker events: 41 Multiple-blocker events: 16 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 2110 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 45 Multiple-blocker events: 14 Temporary aisle reoccupations: 73 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 95 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5619 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6814 Total stationary ticks: 135338 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 584 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 584 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 57 DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT ============================================================ Date/Time: 2026-07-17 12:12:12 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 5 Scenario seed: -3861213001347413166 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1037 Passengers seated: 282/282 Average waiting ticks: 463.27 Longest waiting passenger: P14->18D(LEFT) Longest waiting ticks: 988 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2266 Maximum occupied tiles: 13 Seat events: 148 Single-blocker events: 41 Multiple-blocker events: 16 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 2110 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 45 Multiple-blocker events: 14 Temporary aisle reoccupations: 73 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 95 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5619 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6814 Total stationary ticks: 135338 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 584 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 584 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 57 DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT ============================================================ Date/Time: 2026-07-17 12:12:12 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 6 Scenario seed: 5232186905524502075 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 94.47% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2349 Passengers seated: 226/235 Average waiting ticks: 412.04 Longest waiting passenger: P148->22D(RIGHT) Longest waiting ticks: 2308 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 10 Cluster candidates evaluated: 3 Executable cluster candidates: 1 Rejected cluster candidates: 2 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 9 Selected release potential total: 5 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1602 Regions dissolved: 2 Repeated reconstructions avoided: 1602 Largest region lifetime: 1574 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1574:occupied=9 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1520 State changes reopening evaluation: 9 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1534 Maximum occupied tiles: 11 Seat events: 111 Single-blocker events: 33 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1850 Maximum occupied tiles: 13 Seat events: 115 Single-blocker events: 25 Multiple-blocker events: 11 Temporary aisle reoccupations: 49 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1668 Reservations granted: 1665 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 7 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 11128 Longest unresolved passenger ID: 198 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 7 Longest dependency chain: P102(27G/RIGHT) -> P111(26C/RIGHT) -> P180(26D/RIGHT) -> P228(28H/RIGHT) -> P123(29E/RIGHT) -> P198(30F/RIGHT) -> P69(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 102 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 7 Total blocked ticks: 18631 Total stationary ticks: 110660 Seat-event requests: 1780 Failed seat-event starts: 1554 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 69 Critical blocker identity: P69->29C(RIGHT) Direct fan-out: 1 Total indirect descendants: 6 Critical tree size including blocker: 7 Critical tree depth: 7 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 9 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P69(29C/RIGHT/WAITING_FOR_SEAT_EVENT) P198(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P123(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P228(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P180(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P111(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P102(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1519 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1519 Rear-boundary failures: 35 Middle-bank reservation failures: 3 Active-event deferrals: 539 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1782\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1522\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 57 DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT ============================================================ Date/Time: 2026-07-17 12:12:12 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 6 Scenario seed: 5232186905524502075 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 94.47% OUTCOME ------- Status: SUCCESS Completed ticks: 892 Passengers seated: 235/235 Average waiting ticks: 399.84 Longest waiting passenger: P204->17E(RIGHT) Longest waiting ticks: 844 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 6 Selected release potential total: 5 Last cluster decision: RIGHT:tiles8-13:occupied=6:anchor=P172:selected=P162:directReleases=0:releasePotential=5 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 29 Regions dissolved: 2 Repeated reconstructions avoided: 29 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1534 Maximum occupied tiles: 11 Seat events: 111 Single-blocker events: 33 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1872 Maximum occupied tiles: 11 Seat events: 124 Single-blocker events: 28 Multiple-blocker events: 15 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 134 Reservations granted: 131 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3993 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4927 Total stationary ticks: 97124 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 507 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 507 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 57 DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT ============================================================ Date/Time: 2026-07-17 12:12:12 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 7 Scenario seed: -6941493034642023543 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 95.75% OUTCOME ------- Status: SUCCESS Completed ticks: 1320 Passengers seated: 353/353 Average waiting ticks: 603.76 Longest waiting passenger: P99->23G(LEFT) Longest waiting ticks: 1270 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3201 Maximum occupied tiles: 15 Seat events: 184 Single-blocker events: 48 Multiple-blocker events: 27 Temporary aisle reoccupations: 104 RIGHT AISLE ----------- Total moves: 2947 Maximum occupied tiles: 13 Seat events: 169 Single-blocker events: 50 Multiple-blocker events: 21 Temporary aisle reoccupations: 95 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 152 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6822 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8389 Total stationary ticks: 218685 Seat-event requests: 375 Failed seat-event starts: 22 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 864 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 22 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 864 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 57 DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT ============================================================ Date/Time: 2026-07-17 12:12:12 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 7 Scenario seed: -6941493034642023543 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 95.75% OUTCOME ------- Status: SUCCESS Completed ticks: 1320 Passengers seated: 353/353 Average waiting ticks: 603.79 Longest waiting passenger: P99->23G(LEFT) Longest waiting ticks: 1270 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3201 Maximum occupied tiles: 15 Seat events: 184 Single-blocker events: 48 Multiple-blocker events: 27 Temporary aisle reoccupations: 104 RIGHT AISLE ----------- Total moves: 2947 Maximum occupied tiles: 13 Seat events: 169 Single-blocker events: 50 Multiple-blocker events: 21 Temporary aisle reoccupations: 95 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 152 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6817 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8387 Total stationary ticks: 218684 Seat-event requests: 374 Failed seat-event starts: 21 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 871 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 21 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 871 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 374\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 57 DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT ============================================================ Date/Time: 2026-07-17 12:12:12 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 8 Scenario seed: -8554465769121675260 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 861 Passengers seated: 235/235 Average waiting ticks: 382.57 Longest waiting passenger: P23->28C(RIGHT) Longest waiting ticks: 816 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1693 Maximum occupied tiles: 14 Seat events: 114 Single-blocker events: 26 Multiple-blocker events: 13 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 1699 Maximum occupied tiles: 12 Seat events: 121 Single-blocker events: 35 Multiple-blocker events: 11 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 125 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4487 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5649 Total stationary ticks: 93738 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 539 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 539 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 57 DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT ============================================================ Date/Time: 2026-07-17 12:12:12 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 8 Scenario seed: -8554465769121675260 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 861 Passengers seated: 235/235 Average waiting ticks: 382.62 Longest waiting passenger: P23->28C(RIGHT) Longest waiting ticks: 816 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1693 Maximum occupied tiles: 14 Seat events: 114 Single-blocker events: 26 Multiple-blocker events: 13 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 1699 Maximum occupied tiles: 12 Seat events: 121 Single-blocker events: 35 Multiple-blocker events: 11 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 125 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4472 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5637 Total stationary ticks: 93736 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 542 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 542 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 57 DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT ============================================================ Date/Time: 2026-07-17 12:12:12 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 9 Scenario seed: 5225839747377591732 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1015 Passengers seated: 282/282 Average waiting ticks: 466.34 Longest waiting passenger: P68->23A(LEFT) Longest waiting ticks: 960 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2100 Maximum occupied tiles: 11 Seat events: 144 Single-blocker events: 44 Multiple-blocker events: 12 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 2256 Maximum occupied tiles: 12 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 13 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 102 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5299 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6604 Total stationary ticks: 135920 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 691 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 691 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 57 DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT ============================================================ Date/Time: 2026-07-17 12:12:12 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 9 Scenario seed: 5225839747377591732 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1015 Passengers seated: 282/282 Average waiting ticks: 466.34 Longest waiting passenger: P68->23A(LEFT) Longest waiting ticks: 960 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2100 Maximum occupied tiles: 11 Seat events: 144 Single-blocker events: 44 Multiple-blocker events: 12 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 2256 Maximum occupied tiles: 12 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 13 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 102 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5299 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6604 Total stationary ticks: 135920 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 691 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 691 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 57 DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT ============================================================ Date/Time: 2026-07-17 12:12:12 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 10 Scenario seed: 1939935009979591158 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2369 Passengers seated: 232/235 Average waiting ticks: 394.61 Longest waiting passenger: P8->28F(LEFT) Longest waiting ticks: 2299 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1636 Regions dissolved: 2 Repeated reconstructions avoided: 1636 Largest region lifetime: 1601 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1601:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1584 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 12 Seat events: 110 Single-blocker events: 30 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1757 Maximum occupied tiles: 11 Seat events: 122 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1714 Reservations granted: 1714 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 2 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4339 Longest unresolved passenger ID: 15 Longest unresolved row: 28 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 121 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 2 Total blocked ticks: 10065 Total stationary ticks: 99506 Seat-event requests: 1830 Failed seat-event starts: 1598 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 8 Critical blocker identity: P8->28F(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P8(28F/LEFT/WAITING_FOR_SEAT_EVENT) P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1587 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 3 Critical blocker required yield tiles: 29|30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 11 Rear-boundary failures: 1587 Middle-bank reservation failures: 0 Active-event deferrals: 484 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 29|30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 57 DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT ============================================================ Date/Time: 2026-07-17 12:12:12 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 10 Scenario seed: 1939935009979591158 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2369 Passengers seated: 232/235 Average waiting ticks: 394.60 Longest waiting passenger: P8->28F(LEFT) Longest waiting ticks: 2299 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1636 Regions dissolved: 2 Repeated reconstructions avoided: 1636 Largest region lifetime: 1601 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1601:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1584 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 12 Seat events: 110 Single-blocker events: 30 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1757 Maximum occupied tiles: 11 Seat events: 122 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1714 Reservations granted: 1714 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 2 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4349 Longest unresolved passenger ID: 15 Longest unresolved row: 28 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 121 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 2 Total blocked ticks: 10071 Total stationary ticks: 99508 Seat-event requests: 1830 Failed seat-event starts: 1598 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 8 Critical blocker identity: P8->28F(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P8(28F/LEFT/WAITING_FOR_SEAT_EVENT) P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1587 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 3 Critical blocker required yield tiles: 29|30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 11 Rear-boundary failures: 1587 Middle-bank reservation failures: 0 Active-event deferrals: 485 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 29|30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 57 DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT ============================================================ Date/Time: 2026-07-17 12:12:12 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 11 Scenario seed: 1252229027809620306 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 97.45% OUTCOME ------- Status: SUCCESS Completed ticks: 1280 Passengers seated: 353/353 Average waiting ticks: 583.29 Longest waiting passenger: P34->24D(LEFT) Longest waiting ticks: 1216 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3262 Maximum occupied tiles: 13 Seat events: 181 Single-blocker events: 47 Multiple-blocker events: 22 Temporary aisle reoccupations: 97 RIGHT AISLE ----------- Total moves: 2896 Maximum occupied tiles: 14 Seat events: 172 Single-blocker events: 43 Multiple-blocker events: 26 Temporary aisle reoccupations: 100 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 149 Reservations granted: 149 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8010 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9374 Total stationary ticks: 212715 Seat-event requests: 371 Failed seat-event starts: 18 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 643 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 18 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 643 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 57 DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT ============================================================ Date/Time: 2026-07-17 12:12:12 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 11 Scenario seed: 1252229027809620306 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 97.45% OUTCOME ------- Status: SUCCESS Completed ticks: 1280 Passengers seated: 353/353 Average waiting ticks: 583.32 Longest waiting passenger: P34->24D(LEFT) Longest waiting ticks: 1216 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3262 Maximum occupied tiles: 13 Seat events: 181 Single-blocker events: 47 Multiple-blocker events: 22 Temporary aisle reoccupations: 97 RIGHT AISLE ----------- Total moves: 2896 Maximum occupied tiles: 14 Seat events: 172 Single-blocker events: 43 Multiple-blocker events: 26 Temporary aisle reoccupations: 100 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 149 Reservations granted: 149 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7975 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9381 Total stationary ticks: 212716 Seat-event requests: 371 Failed seat-event starts: 18 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 654 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 18 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 654 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 57 DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT ============================================================ Date/Time: 2026-07-17 12:12:12 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 12 Scenario seed: 8187627317652047108 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 93.62% OUTCOME ------- Status: SUCCESS Completed ticks: 880 Passengers seated: 235/235 Average waiting ticks: 383.92 Longest waiting passenger: P3->11G(RIGHT) Longest waiting ticks: 827 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 29 Regions dissolved: 1 Repeated reconstructions avoided: 29 Largest region lifetime: 30 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=30 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 13 Seat events: 110 Single-blocker events: 28 Multiple-blocker events: 7 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1738 Maximum occupied tiles: 12 Seat events: 125 Single-blocker events: 35 Multiple-blocker events: 14 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 135 Reservations granted: 125 Reservations denied/waited: 10 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4421 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5748 Total stationary ticks: 94039 Seat-event requests: 241 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 646 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 10 Active-event deferrals: 646 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 57 DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT ============================================================ Date/Time: 2026-07-17 12:12:12 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 12 Scenario seed: 8187627317652047108 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 93.62% OUTCOME ------- Status: SUCCESS Completed ticks: 880 Passengers seated: 235/235 Average waiting ticks: 384.07 Longest waiting passenger: P3->11G(RIGHT) Longest waiting ticks: 827 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 29 Regions dissolved: 1 Repeated reconstructions avoided: 29 Largest region lifetime: 30 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=30 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 13 Seat events: 110 Single-blocker events: 28 Multiple-blocker events: 7 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1738 Maximum occupied tiles: 12 Seat events: 125 Single-blocker events: 35 Multiple-blocker events: 14 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 133 Reservations granted: 125 Reservations denied/waited: 8 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4381 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5693 Total stationary ticks: 94024 Seat-event requests: 241 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 645 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 8 Active-event deferrals: 645 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 57 DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT ============================================================ Date/Time: 2026-07-17 12:12:12 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 13 Scenario seed: 6351835860743924132 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 65.96% Aisle-assignment balance: 95.04% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2516 Passengers seated: 277/282 Average waiting ticks: 479.16 Longest waiting passenger: P279->31A(LEFT) Longest waiting ticks: 2446 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 0 Rejected cluster candidates: 1 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 5 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1515 Regions dissolved: 0 Repeated reconstructions avoided: 1515 Largest region lifetime: 1516 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1516:occupied=5 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1499 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2303 Maximum occupied tiles: 15 Seat events: 143 Single-blocker events: 44 Multiple-blocker events: 16 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2058 Maximum occupied tiles: 13 Seat events: 134 Single-blocker events: 36 Multiple-blocker events: 13 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 96 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5609 Longest unresolved passenger ID: 117 Longest unresolved row: 32 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 226 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14637 Total stationary ticks: 144501 Seat-event requests: 1814 Failed seat-event starts: 1537 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 111 Critical blocker identity: P111->28A(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P111(28A/LEFT/WAITING_FOR_SEAT_EVENT) P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1513 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 29|30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 117 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1513 Rear-boundary failures: 24 Middle-bank reservation failures: 1 Active-event deferrals: 702 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P279->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=925,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 29|30 Current unavailable yield tiles: 30 Current yield-tile occupants: 117 Final row-event chain: 111|117|279 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 57 DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT ============================================================ Date/Time: 2026-07-17 12:12:12 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 13 Scenario seed: 6351835860743924132 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 65.96% Aisle-assignment balance: 95.04% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2516 Passengers seated: 277/282 Average waiting ticks: 479.23 Longest waiting passenger: P279->31A(LEFT) Longest waiting ticks: 2446 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 0 Rejected cluster candidates: 1 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 5 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1515 Regions dissolved: 0 Repeated reconstructions avoided: 1515 Largest region lifetime: 1516 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1516:occupied=5 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1499 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2303 Maximum occupied tiles: 15 Seat events: 143 Single-blocker events: 44 Multiple-blocker events: 16 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2058 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 36 Multiple-blocker events: 13 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 96 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5567 Longest unresolved passenger ID: 117 Longest unresolved row: 32 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 226 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14536 Total stationary ticks: 144436 Seat-event requests: 1814 Failed seat-event starts: 1537 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 111 Critical blocker identity: P111->28A(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P111(28A/LEFT/WAITING_FOR_SEAT_EVENT) P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1513 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 29|30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 117 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1513 Rear-boundary failures: 24 Middle-bank reservation failures: 1 Active-event deferrals: 689 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P279->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=933,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 29|30 Current unavailable yield tiles: 30 Current yield-tile occupants: 117 Final row-event chain: 111|117|279 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 57 DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT ============================================================ Date/Time: 2026-07-17 12:12:12 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 14 Scenario seed: -8658915343845013000 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 995 Passengers seated: 282/282 Average waiting ticks: 460.22 Longest waiting passenger: P218->6F(RIGHT) Longest waiting ticks: 951 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2250 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 38 Multiple-blocker events: 11 Temporary aisle reoccupations: 60 RIGHT AISLE ----------- Total moves: 2145 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 42 Multiple-blocker events: 17 Temporary aisle reoccupations: 76 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 98 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5688 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7053 Total stationary ticks: 134674 Seat-event requests: 287 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 657 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 657 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 57 DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT ============================================================ Date/Time: 2026-07-17 12:12:12 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 14 Scenario seed: -8658915343845013000 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 995 Passengers seated: 282/282 Average waiting ticks: 460.18 Longest waiting passenger: P218->6F(RIGHT) Longest waiting ticks: 951 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2250 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 38 Multiple-blocker events: 11 Temporary aisle reoccupations: 60 RIGHT AISLE ----------- Total moves: 2145 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 42 Multiple-blocker events: 17 Temporary aisle reoccupations: 76 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 98 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5713 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7065 Total stationary ticks: 134676 Seat-event requests: 287 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 656 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 656 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 57 DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT ============================================================ Date/Time: 2026-07-17 12:12:12 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 15 Scenario seed: 5673179910411321410 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 462.27 Longest waiting passenger: P21->16E(RIGHT) Longest waiting ticks: 953 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2199 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 41 Multiple-blocker events: 20 Temporary aisle reoccupations: 81 RIGHT AISLE ----------- Total moves: 2185 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 39 Multiple-blocker events: 16 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 96 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5393 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6898 Total stationary ticks: 134958 Seat-event requests: 301 Failed seat-event starts: 19 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 714 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 19 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 714 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 57 DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT ============================================================ Date/Time: 2026-07-17 12:12:12 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 15 Scenario seed: 5673179910411321410 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 462.25 Longest waiting passenger: P21->16E(RIGHT) Longest waiting ticks: 953 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2199 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 41 Multiple-blocker events: 20 Temporary aisle reoccupations: 81 RIGHT AISLE ----------- Total moves: 2185 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 39 Multiple-blocker events: 16 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 96 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5398 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6898 Total stationary ticks: 134958 Seat-event requests: 301 Failed seat-event starts: 19 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 709 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 19 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 709 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 57 DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT ============================================================ Date/Time: 2026-07-17 12:12:12 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 16 Scenario seed: 6658752785952583458 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1052 Passengers seated: 282/282 Average waiting ticks: 468.96 Longest waiting passenger: P181->4E(LEFT) Longest waiting ticks: 999 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 14 Regions dissolved: 1 Repeated reconstructions avoided: 14 Largest region lifetime: 15 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=15 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2277 Maximum occupied tiles: 12 Seat events: 148 Single-blocker events: 45 Multiple-blocker events: 21 Temporary aisle reoccupations: 87 RIGHT AISLE ----------- Total moves: 2045 Maximum occupied tiles: 11 Seat events: 134 Single-blocker events: 34 Multiple-blocker events: 11 Temporary aisle reoccupations: 56 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 97 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5574 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6661 Total stationary ticks: 136880 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 528 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 528 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 57 DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT ============================================================ Date/Time: 2026-07-17 12:12:12 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 16 Scenario seed: 6658752785952583458 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1052 Passengers seated: 282/282 Average waiting ticks: 468.97 Longest waiting passenger: P181->4E(LEFT) Longest waiting ticks: 999 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 14 Regions dissolved: 1 Repeated reconstructions avoided: 14 Largest region lifetime: 15 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=15 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2277 Maximum occupied tiles: 12 Seat events: 148 Single-blocker events: 45 Multiple-blocker events: 21 Temporary aisle reoccupations: 87 RIGHT AISLE ----------- Total moves: 2045 Maximum occupied tiles: 11 Seat events: 134 Single-blocker events: 34 Multiple-blocker events: 11 Temporary aisle reoccupations: 56 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 97 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5574 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6655 Total stationary ticks: 136878 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 527 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 527 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 57 DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT ============================================================ Date/Time: 2026-07-17 12:12:12 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 17 Scenario seed: -218671498343752214 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.16% OUTCOME ------- Status: SUCCESS Completed ticks: 1029 Passengers seated: 282/282 Average waiting ticks: 464.66 Longest waiting passenger: P242->27G(RIGHT) Longest waiting ticks: 976 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 4 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 22 Regions dissolved: 2 Repeated reconstructions avoided: 22 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2178 Maximum occupied tiles: 12 Seat events: 137 Single-blocker events: 44 Multiple-blocker events: 14 Temporary aisle reoccupations: 72 RIGHT AISLE ----------- Total moves: 2204 Maximum occupied tiles: 12 Seat events: 145 Single-blocker events: 38 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 96 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5622 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6765 Total stationary ticks: 135723 Seat-event requests: 299 Failed seat-event starts: 17 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 557 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 17 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 557 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 57 DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT ============================================================ Date/Time: 2026-07-17 12:12:12 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 17 Scenario seed: -218671498343752214 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.16% OUTCOME ------- Status: SUCCESS Completed ticks: 1029 Passengers seated: 282/282 Average waiting ticks: 464.69 Longest waiting passenger: P242->27G(RIGHT) Longest waiting ticks: 976 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 4 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 22 Regions dissolved: 2 Repeated reconstructions avoided: 22 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2178 Maximum occupied tiles: 12 Seat events: 137 Single-blocker events: 44 Multiple-blocker events: 14 Temporary aisle reoccupations: 72 RIGHT AISLE ----------- Total moves: 2204 Maximum occupied tiles: 12 Seat events: 145 Single-blocker events: 38 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 96 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5612 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6786 Total stationary ticks: 135730 Seat-event requests: 299 Failed seat-event starts: 17 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 574 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 17 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 574 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 57 DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT ============================================================ Date/Time: 2026-07-17 12:12:12 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 18 Scenario seed: -8332752414533420411 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.34% Aisle-assignment balance: 99.15% OUTCOME ------- Status: SUCCESS Completed ticks: 1259 Passengers seated: 353/353 Average waiting ticks: 593.34 Longest waiting passenger: P150->11H(RIGHT) Longest waiting ticks: 1209 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3172 Maximum occupied tiles: 16 Seat events: 175 Single-blocker events: 42 Multiple-blocker events: 24 Temporary aisle reoccupations: 95 RIGHT AISLE ----------- Total moves: 2985 Maximum occupied tiles: 13 Seat events: 178 Single-blocker events: 55 Multiple-blocker events: 26 Temporary aisle reoccupations: 113 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 148 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7954 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9621 Total stationary ticks: 216298 Seat-event requests: 380 Failed seat-event starts: 27 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 784 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 27 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 784 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 57 DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT ============================================================ Date/Time: 2026-07-17 12:12:12 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 18 Scenario seed: -8332752414533420411 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.34% Aisle-assignment balance: 99.15% OUTCOME ------- Status: SUCCESS Completed ticks: 1259 Passengers seated: 353/353 Average waiting ticks: 593.34 Longest waiting passenger: P150->11H(RIGHT) Longest waiting ticks: 1209 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3172 Maximum occupied tiles: 16 Seat events: 175 Single-blocker events: 42 Multiple-blocker events: 24 Temporary aisle reoccupations: 95 RIGHT AISLE ----------- Total moves: 2985 Maximum occupied tiles: 13 Seat events: 178 Single-blocker events: 55 Multiple-blocker events: 26 Temporary aisle reoccupations: 113 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 148 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7954 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9621 Total stationary ticks: 216298 Seat-event requests: 380 Failed seat-event starts: 27 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 784 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 27 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 784 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 57 DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT ============================================================ Date/Time: 2026-07-17 12:12:12 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 19 Scenario seed: 5866349045608257533 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2347 Passengers seated: 230/235 Average waiting ticks: 400.83 Longest waiting passenger: P105->29D(RIGHT) Longest waiting ticks: 2279 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 6 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 6 Selected release potential total: 9 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1613 Regions dissolved: 2 Repeated reconstructions avoided: 1613 Largest region lifetime: 1570 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1570:occupied=5 Confirmation deferral ticks: 6 Regions reaching confirmation: 3 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1549 State changes reopening evaluation: 3 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1684 Maximum occupied tiles: 13 Seat events: 120 Single-blocker events: 26 Multiple-blocker events: 20 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 1708 Maximum occupied tiles: 12 Seat events: 110 Single-blocker events: 29 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1708 Reservations granted: 1708 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 4 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 6675 Longest unresolved passenger ID: 128 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 5 Longest dependency chain: P170(27E/RIGHT) -> P33(30G/RIGHT) -> P155(28G/RIGHT) -> P128(30F/RIGHT) -> P105(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 170 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 4 Total blocked ticks: 13109 Total stationary ticks: 103859 Seat-event requests: 1828 Failed seat-event starts: 1598 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 105 Critical blocker identity: P105->29D(RIGHT) Direct fan-out: 1 Total indirect descendants: 4 Critical tree size including blocker: 5 Critical tree depth: 5 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P105(29D/RIGHT/WAITING_FOR_SEAT_EVENT) P128(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P155(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P33(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P170(27E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1569 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 29 Rear-boundary failures: 1569 Middle-bank reservation failures: 0 Active-event deferrals: 562 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1826\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 57 DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT ============================================================ Date/Time: 2026-07-17 12:12:12 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 19 Scenario seed: 5866349045608257533 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 845 Passengers seated: 235/235 Average waiting ticks: 394.17 Longest waiting passenger: P133->5B(LEFT) Longest waiting ticks: 814 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 4 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 6 Selected release potential total: 9 Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P15:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 44 Regions dissolved: 2 Repeated reconstructions avoided: 44 Largest region lifetime: 34 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=12 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1684 Maximum occupied tiles: 13 Seat events: 120 Single-blocker events: 26 Multiple-blocker events: 20 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 1717 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 30 Multiple-blocker events: 13 Temporary aisle reoccupations: 58 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 142 Reservations granted: 142 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4251 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5354 Total stationary ticks: 96093 Seat-event requests: 264 Failed seat-event starts: 29 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 557 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 29 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 557 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 262\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 57 DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT ============================================================ Date/Time: 2026-07-17 12:12:12 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 20 Scenario seed: 3658999535626094423 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: SUCCESS Completed ticks: 845 Passengers seated: 235/235 Average waiting ticks: 383.63 Longest waiting passenger: P59->4F(RIGHT) Longest waiting ticks: 835 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 25 Regions dissolved: 2 Repeated reconstructions avoided: 25 Largest region lifetime: 19 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=19 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1732 Maximum occupied tiles: 11 Seat events: 113 Single-blocker events: 37 Multiple-blocker events: 8 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1701 Maximum occupied tiles: 13 Seat events: 122 Single-blocker events: 27 Multiple-blocker events: 16 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 127 Reservations granted: 127 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4587 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5751 Total stationary ticks: 94043 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 587 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 587 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 57 DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT ============================================================ Date/Time: 2026-07-17 12:12:12 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 20 Scenario seed: 3658999535626094423 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: SUCCESS Completed ticks: 845 Passengers seated: 235/235 Average waiting ticks: 383.62 Longest waiting passenger: P59->4F(RIGHT) Longest waiting ticks: 835 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 25 Regions dissolved: 2 Repeated reconstructions avoided: 25 Largest region lifetime: 19 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=19 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1732 Maximum occupied tiles: 11 Seat events: 113 Single-blocker events: 37 Multiple-blocker events: 8 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1701 Maximum occupied tiles: 13 Seat events: 122 Single-blocker events: 27 Multiple-blocker events: 16 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 127 Reservations granted: 127 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4592 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5750 Total stationary ticks: 94042 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 583 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 583 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 57 DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT ============================================================ Date/Time: 2026-07-17 12:12:12 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 21 Scenario seed: 1778985705851435071 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1007 Passengers seated: 282/282 Average waiting ticks: 462.32 Longest waiting passenger: P199->4E(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 3 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 8 Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 49 Regions dissolved: 2 Repeated reconstructions avoided: 49 Largest region lifetime: 35 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=35 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2228 Maximum occupied tiles: 13 Seat events: 144 Single-blocker events: 35 Multiple-blocker events: 10 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 2144 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 37 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 103 Reservations granted: 103 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5798 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7265 Total stationary ticks: 135403 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 719 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 719 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 57 DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT ============================================================ Date/Time: 2026-07-17 12:12:12 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 21 Scenario seed: 1778985705851435071 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1007 Passengers seated: 282/282 Average waiting ticks: 462.32 Longest waiting passenger: P199->4E(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 3 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 8 Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 49 Regions dissolved: 2 Repeated reconstructions avoided: 49 Largest region lifetime: 35 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=35 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2228 Maximum occupied tiles: 13 Seat events: 144 Single-blocker events: 35 Multiple-blocker events: 10 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 2144 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 37 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 103 Reservations granted: 103 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5798 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7265 Total stationary ticks: 135403 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 719 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 719 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 57 DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT ============================================================ Date/Time: 2026-07-17 12:12:12 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 22 Scenario seed: 4203521108576778203 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.14% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2482 Passengers seated: 270/282 Average waiting ticks: 472.84 Longest waiting passenger: P277->30F(LEFT) Longest waiting ticks: 2442 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 13 Cluster candidates evaluated: 14 Executable cluster candidates: 1 Rejected cluster candidates: 13 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 12 Selected release potential total: 2 Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1645 Regions dissolved: 1 Repeated reconstructions avoided: 1645 Largest region lifetime: 1638 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1638:occupied=12 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1562 State changes reopening evaluation: 12 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2166 Maximum occupied tiles: 17 Seat events: 132 Single-blocker events: 38 Multiple-blocker events: 13 Temporary aisle reoccupations: 64 RIGHT AISLE ----------- Total moves: 2158 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 18 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1758 Reservations granted: 1751 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 10 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 16258 Longest unresolved passenger ID: 48 Longest unresolved row: 31 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 11 Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 75 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 10 Total blocked ticks: 26140 Total stationary ticks: 153459 Seat-event requests: 1940 Failed seat-event starts: 1670 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 277 Critical blocker identity: P277->30F(LEFT) Direct fan-out: 1 Total indirect descendants: 10 Critical tree size including blocker: 11 Critical tree depth: 11 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 12 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P277(30F/LEFT/WAITING_FOR_SEAT_EVENT) P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1669 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 31|32 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: 48 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1669 Rear-boundary failures: 1 Middle-bank reservation failures: 7 Active-event deferrals: 1100 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P48->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 31|32 Current unavailable yield tiles: 31 Current yield-tile occupants: 48 Final row-event chain: 277|48 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 57 DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT ============================================================ Date/Time: 2026-07-17 12:12:12 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 22 Scenario seed: 4203521108576778203 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.14% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2482 Passengers seated: 270/282 Average waiting ticks: 472.87 Longest waiting passenger: P277->30F(LEFT) Longest waiting ticks: 2442 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 11 Cluster candidates evaluated: 12 Executable cluster candidates: 1 Rejected cluster candidates: 11 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 12 Selected release potential total: 2 Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1645 Regions dissolved: 1 Repeated reconstructions avoided: 1645 Largest region lifetime: 1638 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1638:occupied=12 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1564 State changes reopening evaluation: 10 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2166 Maximum occupied tiles: 17 Seat events: 132 Single-blocker events: 38 Multiple-blocker events: 13 Temporary aisle reoccupations: 64 RIGHT AISLE ----------- Total moves: 2158 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 18 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1758 Reservations granted: 1751 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 10 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 16243 Longest unresolved passenger ID: 48 Longest unresolved row: 31 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 11 Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 75 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 10 Total blocked ticks: 26119 Total stationary ticks: 153453 Seat-event requests: 1940 Failed seat-event starts: 1670 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 277 Critical blocker identity: P277->30F(LEFT) Direct fan-out: 1 Total indirect descendants: 10 Critical tree size including blocker: 11 Critical tree depth: 11 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 12 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P277(30F/LEFT/WAITING_FOR_SEAT_EVENT) P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1669 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 31|32 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: 48 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1669 Rear-boundary failures: 1 Middle-bank reservation failures: 7 Active-event deferrals: 1095 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P48->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 31|32 Current unavailable yield tiles: 31 Current yield-tile occupants: 48 Final row-event chain: 277|48 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 57 DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT ============================================================ Date/Time: 2026-07-17 12:12:12 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 23 Scenario seed: -3947160987031988780 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2313 Passengers seated: 230/235 Average waiting ticks: 405.99 Longest waiting passenger: P174->17F(LEFT) Longest waiting ticks: 2271 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=11 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1769 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 21 Multiple-blocker events: 9 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1662 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 30 Multiple-blocker events: 14 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1615 Reservations granted: 1615 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 6610 Longest unresolved passenger ID: 206 Longest unresolved row: 26 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 206 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 13157 Total stationary ticks: 100829 Seat-event requests: 1735 Failed seat-event starts: 1505 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 29 Critical blocker identity: P29->21A(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P29(21A/LEFT/WAITING_FOR_SEAT_EVENT) P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1505 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 3 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1505 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_SPACE_AVAILABLE Final snapshot prerequisite: YIELD_SPACE_AVAILABLE Current required blockers: 1 Current required yield tiles: 22 Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: YIELD_SPACE_AVAILABLE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 57 DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT ============================================================ Date/Time: 2026-07-17 12:12:12 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 23 Scenario seed: -3947160987031988780 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2313 Passengers seated: 230/235 Average waiting ticks: 405.99 Longest waiting passenger: P174->17F(LEFT) Longest waiting ticks: 2271 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=11 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1769 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 21 Multiple-blocker events: 9 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1662 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 30 Multiple-blocker events: 14 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1615 Reservations granted: 1615 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 6610 Longest unresolved passenger ID: 206 Longest unresolved row: 26 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 206 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 13157 Total stationary ticks: 100829 Seat-event requests: 1735 Failed seat-event starts: 1505 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 29 Critical blocker identity: P29->21A(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P29(21A/LEFT/WAITING_FOR_SEAT_EVENT) P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1505 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 3 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1505 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_SPACE_AVAILABLE Final snapshot prerequisite: YIELD_SPACE_AVAILABLE Current required blockers: 1 Current required yield tiles: 22 Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: YIELD_SPACE_AVAILABLE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 57 DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT ============================================================ Date/Time: 2026-07-17 12:12:12 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 24 Scenario seed: 4419539434258219231 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2333 Passengers seated: 233/235 Average waiting ticks: 387.31 Longest waiting passenger: P149->29D(RIGHT) Longest waiting ticks: 2259 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1678 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1737 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 24 Multiple-blocker events: 11 Temporary aisle reoccupations: 46 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1650 Reservations granted: 1646 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4313 Longest unresolved passenger ID: 20 Longest unresolved row: 29 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 20 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 8439 Total stationary ticks: 96156 Seat-event requests: 1764 Failed seat-event starts: 1531 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 149 Critical blocker identity: P149->29D(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT) P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1526 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 5 Rear-boundary failures: 1526 Middle-bank reservation failures: 4 Active-event deferrals: 545 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 57 DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT ============================================================ Date/Time: 2026-07-17 12:12:12 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 24 Scenario seed: 4419539434258219231 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2333 Passengers seated: 233/235 Average waiting ticks: 387.32 Longest waiting passenger: P149->29D(RIGHT) Longest waiting ticks: 2259 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1678 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1737 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 24 Multiple-blocker events: 11 Temporary aisle reoccupations: 46 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1650 Reservations granted: 1646 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4308 Longest unresolved passenger ID: 20 Longest unresolved row: 29 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 20 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 8438 Total stationary ticks: 96155 Seat-event requests: 1764 Failed seat-event starts: 1531 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 149 Critical blocker identity: P149->29D(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT) P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1526 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 5 Rear-boundary failures: 1526 Middle-bank reservation failures: 4 Active-event deferrals: 546 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 57 DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT ============================================================ Date/Time: 2026-07-17 12:12:12 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 25 Scenario seed: 6293055855285553556 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 94.47% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2324 Passengers seated: 225/235 Average waiting ticks: 403.89 Longest waiting passenger: P83->29H(RIGHT) Longest waiting ticks: 2280 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 11 Cluster candidates evaluated: 12 Executable cluster candidates: 1 Rejected cluster candidates: 11 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 10 Selected release potential total: 2 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1684 Regions dissolved: 1 Repeated reconstructions avoided: 1684 Largest region lifetime: 1673 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1673:occupied=10 Confirmation deferral ticks: 3 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1540 State changes reopening evaluation: 10 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1568 Maximum occupied tiles: 12 Seat events: 111 Single-blocker events: 38 Multiple-blocker events: 5 Temporary aisle reoccupations: 50 RIGHT AISLE ----------- Total moves: 1823 Maximum occupied tiles: 16 Seat events: 114 Single-blocker events: 32 Multiple-blocker events: 10 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 122 Reservations granted: 120 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 8 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 12770 Longest unresolved passenger ID: 219 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 9 Longest dependency chain: P122(28F/RIGHT) -> P197(26G/RIGHT) -> P3(24H/RIGHT) -> P109(27C/RIGHT) -> P38(26C/RIGHT) -> P207(28H/RIGHT) -> P15(30H/RIGHT) -> P219(30G/RIGHT) -> P83(29H/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 122 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 8 Total blocked ticks: 20545 Total stationary ticks: 110417 Seat-event requests: 1790 Failed seat-event starts: 1565 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 83 Critical blocker identity: P83->29H(RIGHT) Direct fan-out: 1 Total indirect descendants: 8 Critical tree size including blocker: 9 Critical tree depth: 9 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 10 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P83(29H/RIGHT/WAITING_FOR_SEAT_EVENT) P219(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P15(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P207(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P38(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P109(27C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P3(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P197(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P122(28F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1565 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 123 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1565 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 677 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[123]: P123(30D/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P123->30D(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P123{seat=30D,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=623,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 30 Current unavailable yield tiles: 30 Current yield-tile occupants: 123 Final row-event chain: 83|123 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1791\nPrecedence substitutions made: 0\nDependency chains followed: 1555\nBlocked by waiting-row occupant: 1555\nSubstituted events started: 1\nOccupied-space rejections: 1566\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 57 DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT ============================================================ Date/Time: 2026-07-17 12:12:12 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 25 Scenario seed: 6293055855285553556 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 94.47% OUTCOME ------- Status: SUCCESS Completed ticks: 891 Passengers seated: 235/235 Average waiting ticks: 391.23 Longest waiting passenger: P122->28F(RIGHT) Longest waiting ticks: 823 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles8-10:occupied=3:anchor=P58:selected=P45:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1568 Maximum occupied tiles: 12 Seat events: 111 Single-blocker events: 37 Multiple-blocker events: 6 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 1846 Maximum occupied tiles: 12 Seat events: 124 Single-blocker events: 37 Multiple-blocker events: 12 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 125 Reservations granted: 123 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4149 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5109 Total stationary ticks: 95294 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 493 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 493 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 57 DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT ============================================================ Date/Time: 2026-07-17 12:12:12 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 26 Scenario seed: -9074491549561652642 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 989 Passengers seated: 282/282 Average waiting ticks: 460.29 Longest waiting passenger: P129->11D(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2133 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 48 Multiple-blocker events: 11 Temporary aisle reoccupations: 70 RIGHT AISLE ----------- Total moves: 2221 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 42 Multiple-blocker events: 9 Temporary aisle reoccupations: 60 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 98 Reservations granted: 94 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5689 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6912 Total stationary ticks: 134633 Seat-event requests: 288 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 593 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 593 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 57 DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT ============================================================ Date/Time: 2026-07-17 12:12:12 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 26 Scenario seed: -9074491549561652642 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 989 Passengers seated: 282/282 Average waiting ticks: 460.30 Longest waiting passenger: P129->11D(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2133 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 48 Multiple-blocker events: 11 Temporary aisle reoccupations: 70 RIGHT AISLE ----------- Total moves: 2221 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 42 Multiple-blocker events: 9 Temporary aisle reoccupations: 60 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 98 Reservations granted: 94 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5694 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6912 Total stationary ticks: 134633 Seat-event requests: 288 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 595 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 595 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 57 DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT ============================================================ Date/Time: 2026-07-17 12:12:12 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 27 Scenario seed: -9036946652584501975 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2336 Passengers seated: 229/235 Average waiting ticks: 417.88 Longest waiting passenger: P71->8C(RIGHT) Longest waiting ticks: 2318 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1532 Regions dissolved: 1 Repeated reconstructions avoided: 1532 Largest region lifetime: 1521 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1521:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1518 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1681 Maximum occupied tiles: 12 Seat events: 117 Single-blocker events: 32 Multiple-blocker events: 11 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1689 Maximum occupied tiles: 11 Seat events: 112 Single-blocker events: 29 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1651 Reservations granted: 1647 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 5160 Longest unresolved passenger ID: 129 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 186 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14019 Total stationary ticks: 105901 Seat-event requests: 1762 Failed seat-event starts: 1533 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 71 Critical blocker identity: P71->8C(RIGHT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 6 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT) P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1533 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 9|10|11 Critical blocker unavailable yield tiles: 11 Critical blocker yield-tile occupants: 129 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1533 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 512 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P78->12H(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 9|10|11 Current unavailable yield tiles: 11 Current yield-tile occupants: 129 Final row-event chain: 71|129|78 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 57 DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT ============================================================ Date/Time: 2026-07-17 12:12:12 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 27 Scenario seed: -9036946652584501975 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2336 Passengers seated: 229/235 Average waiting ticks: 417.88 Longest waiting passenger: P71->8C(RIGHT) Longest waiting ticks: 2318 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1532 Regions dissolved: 1 Repeated reconstructions avoided: 1532 Largest region lifetime: 1521 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1521:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1518 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1681 Maximum occupied tiles: 12 Seat events: 117 Single-blocker events: 32 Multiple-blocker events: 11 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1689 Maximum occupied tiles: 11 Seat events: 112 Single-blocker events: 29 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1651 Reservations granted: 1647 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 5160 Longest unresolved passenger ID: 129 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 186 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14019 Total stationary ticks: 105901 Seat-event requests: 1762 Failed seat-event starts: 1533 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 71 Critical blocker identity: P71->8C(RIGHT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 6 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT) P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1533 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 9|10|11 Critical blocker unavailable yield tiles: 11 Critical blocker yield-tile occupants: 129 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1533 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 512 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P78->12H(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 9|10|11 Current unavailable yield tiles: 11 Current yield-tile occupants: 129 Final row-event chain: 71|129|78 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 57 DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT ============================================================ Date/Time: 2026-07-17 12:12:12 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 28 Scenario seed: 3854657311787069719 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 99.57% OUTCOME ------- Status: SUCCESS Completed ticks: 846 Passengers seated: 235/235 Average waiting ticks: 387.29 Longest waiting passenger: P209->24H(RIGHT) Longest waiting ticks: 791 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 17 Regions dissolved: 1 Repeated reconstructions avoided: 17 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=18 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1630 Maximum occupied tiles: 11 Seat events: 117 Single-blocker events: 29 Multiple-blocker events: 8 Temporary aisle reoccupations: 46 RIGHT AISLE ----------- Total moves: 1792 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 34 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 130 Reservations granted: 128 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4304 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5385 Total stationary ticks: 94620 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 509 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 509 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 57 DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT ============================================================ Date/Time: 2026-07-17 12:12:12 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 28 Scenario seed: 3854657311787069719 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 99.57% OUTCOME ------- Status: SUCCESS Completed ticks: 846 Passengers seated: 235/235 Average waiting ticks: 387.29 Longest waiting passenger: P209->24H(RIGHT) Longest waiting ticks: 791 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 17 Regions dissolved: 1 Repeated reconstructions avoided: 17 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=18 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1630 Maximum occupied tiles: 11 Seat events: 117 Single-blocker events: 29 Multiple-blocker events: 8 Temporary aisle reoccupations: 46 RIGHT AISLE ----------- Total moves: 1792 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 34 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 130 Reservations granted: 128 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4303 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5384 Total stationary ticks: 94620 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 509 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 509 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 57 DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT ============================================================ Date/Time: 2026-07-17 12:12:12 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 29 Scenario seed: -4567754299527007339 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 91.06% OUTCOME ------- Status: SUCCESS Completed ticks: 902 Passengers seated: 235/235 Average waiting ticks: 390.21 Longest waiting passenger: P72->10D(LEFT) Longest waiting ticks: 865 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 21 Regions dissolved: 1 Repeated reconstructions avoided: 21 Largest region lifetime: 22 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=22 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1777 Maximum occupied tiles: 11 Seat events: 128 Single-blocker events: 25 Multiple-blocker events: 19 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 1611 Maximum occupied tiles: 11 Seat events: 107 Single-blocker events: 31 Multiple-blocker events: 4 Temporary aisle reoccupations: 39 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 128 Reservations granted: 125 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4209 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5267 Total stationary ticks: 95173 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 540 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 57 DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT ============================================================ Date/Time: 2026-07-17 12:12:12 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 29 Scenario seed: -4567754299527007339 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 91.06% OUTCOME ------- Status: SUCCESS Completed ticks: 902 Passengers seated: 235/235 Average waiting ticks: 390.21 Longest waiting passenger: P72->10D(LEFT) Longest waiting ticks: 865 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 21 Regions dissolved: 1 Repeated reconstructions avoided: 21 Largest region lifetime: 22 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=22 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1777 Maximum occupied tiles: 11 Seat events: 128 Single-blocker events: 25 Multiple-blocker events: 19 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 1611 Maximum occupied tiles: 11 Seat events: 107 Single-blocker events: 31 Multiple-blocker events: 4 Temporary aisle reoccupations: 39 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 128 Reservations granted: 125 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4209 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5267 Total stationary ticks: 95173 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 540 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 57 DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT ============================================================ Date/Time: 2026-07-17 12:12:12 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 30 Scenario seed: 3367915316291643157 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 869 Passengers seated: 235/235 Average waiting ticks: 394.64 Longest waiting passenger: P74->3A(LEFT) Longest waiting ticks: 817 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1723 Maximum occupied tiles: 11 Seat events: 119 Single-blocker events: 29 Multiple-blocker events: 14 Temporary aisle reoccupations: 61 RIGHT AISLE ----------- Total moves: 1665 Maximum occupied tiles: 11 Seat events: 116 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 124 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3914 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5047 Total stationary ticks: 95938 Seat-event requests: 243 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 572 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 7 Active-event deferrals: 572 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 57 DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT ============================================================ Date/Time: 2026-07-17 12:12:12 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 30 Scenario seed: 3367915316291643157 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 869 Passengers seated: 235/235 Average waiting ticks: 394.64 Longest waiting passenger: P74->3A(LEFT) Longest waiting ticks: 817 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1723 Maximum occupied tiles: 11 Seat events: 119 Single-blocker events: 29 Multiple-blocker events: 14 Temporary aisle reoccupations: 61 RIGHT AISLE ----------- Total moves: 1665 Maximum occupied tiles: 11 Seat events: 116 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 124 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3914 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5047 Total stationary ticks: 95938 Seat-event requests: 243 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 572 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 7 Active-event deferrals: 572 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n ************************************************************ BATCH EXPERIMENT SUMMARY RESEARCH EXPERIMENT 57 DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT ************************************************************ Experiment seed: 9783790101901 Scenarios executed: 60 Successful completions: 43 Incomplete/MAX_TICKS: 17 Average completed ticks: 1391.40 Average waiting ticks: 460.32 ************************************************************ ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 58 DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT ============================================================ Date/Time: 2026-07-17 12:24:22 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 1 Scenario seed: 3055370766012738473 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 842 Passengers seated: 235/235 Average waiting ticks: 381.71 Longest waiting passenger: P14->4G(RIGHT) Longest waiting ticks: 802 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 31 Regions dissolved: 3 Repeated reconstructions avoided: 31 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 0 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1605 Maximum occupied tiles: 13 Seat events: 114 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 56 RIGHT AISLE ----------- Total moves: 1759 Maximum occupied tiles: 13 Seat events: 121 Single-blocker events: 28 Multiple-blocker events: 11 Temporary aisle reoccupations: 53 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 129 Reservations granted: 129 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4378 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5526 Total stationary ticks: 93373 Seat-event requests: 249 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 592 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 592 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 58 DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT ============================================================ Date/Time: 2026-07-17 12:24:22 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 1 Scenario seed: 3055370766012738473 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 842 Passengers seated: 235/235 Average waiting ticks: 381.71 Longest waiting passenger: P14->4G(RIGHT) Longest waiting ticks: 802 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 31 Regions dissolved: 3 Repeated reconstructions avoided: 31 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 0 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1605 Maximum occupied tiles: 13 Seat events: 114 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 56 RIGHT AISLE ----------- Total moves: 1759 Maximum occupied tiles: 13 Seat events: 121 Single-blocker events: 28 Multiple-blocker events: 11 Temporary aisle reoccupations: 53 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 129 Reservations granted: 129 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4378 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5526 Total stationary ticks: 93373 Seat-event requests: 249 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 592 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 592 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 58 DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT ============================================================ Date/Time: 2026-07-17 12:24:22 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 2 Scenario seed: -5861873949581201790 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 461.78 Longest waiting passenger: P176->13G(RIGHT) Longest waiting ticks: 940 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2124 Maximum occupied tiles: 12 Seat events: 140 Single-blocker events: 52 Multiple-blocker events: 12 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2238 Maximum occupied tiles: 13 Seat events: 142 Single-blocker events: 33 Multiple-blocker events: 24 Temporary aisle reoccupations: 81 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 99 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5604 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6986 Total stationary ticks: 134989 Seat-event requests: 296 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 657 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 657 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 58 DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT ============================================================ Date/Time: 2026-07-17 12:24:22 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 2 Scenario seed: -5861873949581201790 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 461.78 Longest waiting passenger: P176->13G(RIGHT) Longest waiting ticks: 940 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2124 Maximum occupied tiles: 12 Seat events: 140 Single-blocker events: 52 Multiple-blocker events: 12 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2238 Maximum occupied tiles: 13 Seat events: 142 Single-blocker events: 33 Multiple-blocker events: 24 Temporary aisle reoccupations: 81 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 99 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5604 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6986 Total stationary ticks: 134989 Seat-event requests: 296 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 657 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 657 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 58 DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT ============================================================ Date/Time: 2026-07-17 12:24:22 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 3 Scenario seed: 6413959567787430862 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 99.72% OUTCOME ------- Status: SUCCESS Completed ticks: 1255 Passengers seated: 353/353 Average waiting ticks: 584.28 Longest waiting passenger: P110->21D(LEFT) Longest waiting ticks: 1200 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 51 Regions dissolved: 4 Repeated reconstructions avoided: 51 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=11 Confirmation deferral ticks: 5 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3168 Maximum occupied tiles: 14 Seat events: 177 Single-blocker events: 45 Multiple-blocker events: 29 Temporary aisle reoccupations: 109 RIGHT AISLE ----------- Total moves: 3052 Maximum occupied tiles: 13 Seat events: 176 Single-blocker events: 53 Multiple-blocker events: 27 Temporary aisle reoccupations: 112 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 159 Reservations granted: 157 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8069 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9772 Total stationary ticks: 213222 Seat-event requests: 381 Failed seat-event starts: 28 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 782 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 28 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 782 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 58 DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT ============================================================ Date/Time: 2026-07-17 12:24:22 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 3 Scenario seed: 6413959567787430862 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 99.72% OUTCOME ------- Status: SUCCESS Completed ticks: 1255 Passengers seated: 353/353 Average waiting ticks: 584.23 Longest waiting passenger: P110->21D(LEFT) Longest waiting ticks: 1200 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 51 Regions dissolved: 4 Repeated reconstructions avoided: 51 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=11 Confirmation deferral ticks: 5 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3168 Maximum occupied tiles: 14 Seat events: 177 Single-blocker events: 45 Multiple-blocker events: 29 Temporary aisle reoccupations: 109 RIGHT AISLE ----------- Total moves: 3052 Maximum occupied tiles: 13 Seat events: 176 Single-blocker events: 53 Multiple-blocker events: 27 Temporary aisle reoccupations: 112 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 159 Reservations granted: 157 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8079 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9784 Total stationary ticks: 213224 Seat-event requests: 381 Failed seat-event starts: 28 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 775 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 28 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 775 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 58 DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT ============================================================ Date/Time: 2026-07-17 12:24:22 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 4 Scenario seed: -6874954252876456991 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2294 Passengers seated: 169/235 Average waiting ticks: 811.85 Longest waiting passenger: P2->16C(RIGHT) Longest waiting ticks: 2294 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 4 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1889 Regions dissolved: 0 Repeated reconstructions avoided: 1889 Largest region lifetime: 1890 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1890:occupied=4 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1887 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1607 Maximum occupied tiles: 13 Seat events: 113 Single-blocker events: 31 Multiple-blocker events: 9 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 914 Maximum occupied tiles: 12 Seat events: 56 Single-blocker events: 9 Multiple-blocker events: 1 Temporary aisle reoccupations: 11 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1981 Reservations granted: 1976 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 57 Remaining moving in aisle: 6 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 11640 Longest unresolved passenger ID: 2 Longest unresolved row: 16 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 109 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 6 Total blocked ticks: 20936 Total stationary ticks: 204785 Seat-event requests: 2064 Failed seat-event starts: 1895 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 169 Critical blocker identity: P169->4C(RIGHT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 9 Unresolved outside passengers: 57 Unresolved internal passengers outside critical tree: 5 Critical blocker tree: P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT) P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1895 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 5|6|7 Critical blocker unavailable yield tiles: 7 Critical blocker yield-tile occupants: 165 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1895 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 388 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P53->8E(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 5|6|7 Current unavailable yield tiles: 7 Current yield-tile occupants: 165 Final row-event chain: 169|165|53 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 58 DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT ============================================================ Date/Time: 2026-07-17 12:24:22 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 4 Scenario seed: -6874954252876456991 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2294 Passengers seated: 169/235 Average waiting ticks: 811.85 Longest waiting passenger: P2->16C(RIGHT) Longest waiting ticks: 2294 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 4 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1889 Regions dissolved: 0 Repeated reconstructions avoided: 1889 Largest region lifetime: 1890 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1890:occupied=4 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1887 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1607 Maximum occupied tiles: 13 Seat events: 113 Single-blocker events: 31 Multiple-blocker events: 9 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 914 Maximum occupied tiles: 12 Seat events: 56 Single-blocker events: 9 Multiple-blocker events: 1 Temporary aisle reoccupations: 11 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1981 Reservations granted: 1976 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 57 Remaining moving in aisle: 6 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 11640 Longest unresolved passenger ID: 2 Longest unresolved row: 16 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 109 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 6 Total blocked ticks: 20922 Total stationary ticks: 204781 Seat-event requests: 2064 Failed seat-event starts: 1895 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 169 Critical blocker identity: P169->4C(RIGHT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 9 Unresolved outside passengers: 57 Unresolved internal passengers outside critical tree: 5 Critical blocker tree: P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT) P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1895 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 5|6|7 Critical blocker unavailable yield tiles: 7 Critical blocker yield-tile occupants: 165 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1895 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 380 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P53->8E(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 5|6|7 Current unavailable yield tiles: 7 Current yield-tile occupants: 165 Final row-event chain: 169|165|53 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 58 DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT ============================================================ Date/Time: 2026-07-17 12:24:22 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 5 Scenario seed: -3861213001347413166 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1037 Passengers seated: 282/282 Average waiting ticks: 463.27 Longest waiting passenger: P14->18D(LEFT) Longest waiting ticks: 988 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2266 Maximum occupied tiles: 13 Seat events: 148 Single-blocker events: 41 Multiple-blocker events: 16 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 2110 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 45 Multiple-blocker events: 14 Temporary aisle reoccupations: 73 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 95 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5619 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6814 Total stationary ticks: 135338 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 584 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 584 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 58 DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT ============================================================ Date/Time: 2026-07-17 12:24:22 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 5 Scenario seed: -3861213001347413166 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1037 Passengers seated: 282/282 Average waiting ticks: 463.27 Longest waiting passenger: P14->18D(LEFT) Longest waiting ticks: 988 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2266 Maximum occupied tiles: 13 Seat events: 148 Single-blocker events: 41 Multiple-blocker events: 16 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 2110 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 45 Multiple-blocker events: 14 Temporary aisle reoccupations: 73 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 95 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5619 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6814 Total stationary ticks: 135338 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 584 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 584 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 58 DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT ============================================================ Date/Time: 2026-07-17 12:24:22 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 6 Scenario seed: 5232186905524502075 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 94.47% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2349 Passengers seated: 226/235 Average waiting ticks: 412.04 Longest waiting passenger: P148->22D(RIGHT) Longest waiting ticks: 2308 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 10 Cluster candidates evaluated: 3 Executable cluster candidates: 1 Rejected cluster candidates: 2 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 9 Selected release potential total: 5 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1602 Regions dissolved: 2 Repeated reconstructions avoided: 1602 Largest region lifetime: 1574 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1574:occupied=9 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1520 State changes reopening evaluation: 9 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1534 Maximum occupied tiles: 11 Seat events: 111 Single-blocker events: 33 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1850 Maximum occupied tiles: 13 Seat events: 115 Single-blocker events: 25 Multiple-blocker events: 11 Temporary aisle reoccupations: 49 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1668 Reservations granted: 1665 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 7 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 11128 Longest unresolved passenger ID: 198 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 7 Longest dependency chain: P102(27G/RIGHT) -> P111(26C/RIGHT) -> P180(26D/RIGHT) -> P228(28H/RIGHT) -> P123(29E/RIGHT) -> P198(30F/RIGHT) -> P69(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 102 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 7 Total blocked ticks: 18631 Total stationary ticks: 110660 Seat-event requests: 1780 Failed seat-event starts: 1554 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 69 Critical blocker identity: P69->29C(RIGHT) Direct fan-out: 1 Total indirect descendants: 6 Critical tree size including blocker: 7 Critical tree depth: 7 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 9 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P69(29C/RIGHT/WAITING_FOR_SEAT_EVENT) P198(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P123(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P228(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P180(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P111(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P102(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1519 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1519 Rear-boundary failures: 35 Middle-bank reservation failures: 3 Active-event deferrals: 539 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1782\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1522\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 58 DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT ============================================================ Date/Time: 2026-07-17 12:24:22 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 6 Scenario seed: 5232186905524502075 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 94.47% OUTCOME ------- Status: SUCCESS Completed ticks: 892 Passengers seated: 235/235 Average waiting ticks: 399.84 Longest waiting passenger: P204->17E(RIGHT) Longest waiting ticks: 844 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 6 Selected release potential total: 5 Last cluster decision: RIGHT:tiles8-13:occupied=6:anchor=P172:selected=P162:directReleases=0:releasePotential=5 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 29 Regions dissolved: 2 Repeated reconstructions avoided: 29 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1534 Maximum occupied tiles: 11 Seat events: 111 Single-blocker events: 33 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1872 Maximum occupied tiles: 11 Seat events: 124 Single-blocker events: 28 Multiple-blocker events: 15 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 134 Reservations granted: 131 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3993 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4927 Total stationary ticks: 97124 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 507 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 507 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 58 DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT ============================================================ Date/Time: 2026-07-17 12:24:22 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 7 Scenario seed: -6941493034642023543 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 95.75% OUTCOME ------- Status: SUCCESS Completed ticks: 1320 Passengers seated: 353/353 Average waiting ticks: 603.76 Longest waiting passenger: P99->23G(LEFT) Longest waiting ticks: 1270 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3201 Maximum occupied tiles: 15 Seat events: 184 Single-blocker events: 48 Multiple-blocker events: 27 Temporary aisle reoccupations: 104 RIGHT AISLE ----------- Total moves: 2947 Maximum occupied tiles: 13 Seat events: 169 Single-blocker events: 50 Multiple-blocker events: 21 Temporary aisle reoccupations: 95 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 152 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6822 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8389 Total stationary ticks: 218685 Seat-event requests: 375 Failed seat-event starts: 22 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 864 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 22 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 864 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 58 DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT ============================================================ Date/Time: 2026-07-17 12:24:22 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 7 Scenario seed: -6941493034642023543 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 95.75% OUTCOME ------- Status: SUCCESS Completed ticks: 1320 Passengers seated: 353/353 Average waiting ticks: 603.79 Longest waiting passenger: P99->23G(LEFT) Longest waiting ticks: 1270 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3201 Maximum occupied tiles: 15 Seat events: 184 Single-blocker events: 48 Multiple-blocker events: 27 Temporary aisle reoccupations: 104 RIGHT AISLE ----------- Total moves: 2947 Maximum occupied tiles: 13 Seat events: 169 Single-blocker events: 50 Multiple-blocker events: 21 Temporary aisle reoccupations: 95 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 152 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6817 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8387 Total stationary ticks: 218684 Seat-event requests: 374 Failed seat-event starts: 21 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 871 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 21 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 871 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 374\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 58 DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT ============================================================ Date/Time: 2026-07-17 12:24:22 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 8 Scenario seed: -8554465769121675260 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 861 Passengers seated: 235/235 Average waiting ticks: 382.57 Longest waiting passenger: P23->28C(RIGHT) Longest waiting ticks: 816 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1693 Maximum occupied tiles: 14 Seat events: 114 Single-blocker events: 26 Multiple-blocker events: 13 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 1699 Maximum occupied tiles: 12 Seat events: 121 Single-blocker events: 35 Multiple-blocker events: 11 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 125 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4487 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5649 Total stationary ticks: 93738 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 539 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 539 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 58 DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT ============================================================ Date/Time: 2026-07-17 12:24:22 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 8 Scenario seed: -8554465769121675260 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 861 Passengers seated: 235/235 Average waiting ticks: 382.62 Longest waiting passenger: P23->28C(RIGHT) Longest waiting ticks: 816 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1693 Maximum occupied tiles: 14 Seat events: 114 Single-blocker events: 26 Multiple-blocker events: 13 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 1699 Maximum occupied tiles: 12 Seat events: 121 Single-blocker events: 35 Multiple-blocker events: 11 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 125 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4472 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5637 Total stationary ticks: 93736 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 542 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 542 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 58 DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT ============================================================ Date/Time: 2026-07-17 12:24:22 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 9 Scenario seed: 5225839747377591732 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1015 Passengers seated: 282/282 Average waiting ticks: 466.34 Longest waiting passenger: P68->23A(LEFT) Longest waiting ticks: 960 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2100 Maximum occupied tiles: 11 Seat events: 144 Single-blocker events: 44 Multiple-blocker events: 12 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 2256 Maximum occupied tiles: 12 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 13 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 102 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5299 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6604 Total stationary ticks: 135920 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 691 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 691 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 58 DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT ============================================================ Date/Time: 2026-07-17 12:24:22 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 9 Scenario seed: 5225839747377591732 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1015 Passengers seated: 282/282 Average waiting ticks: 466.34 Longest waiting passenger: P68->23A(LEFT) Longest waiting ticks: 960 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2100 Maximum occupied tiles: 11 Seat events: 144 Single-blocker events: 44 Multiple-blocker events: 12 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 2256 Maximum occupied tiles: 12 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 13 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 102 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5299 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6604 Total stationary ticks: 135920 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 691 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 691 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 58 DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT ============================================================ Date/Time: 2026-07-17 12:24:23 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 10 Scenario seed: 1939935009979591158 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2369 Passengers seated: 232/235 Average waiting ticks: 394.61 Longest waiting passenger: P8->28F(LEFT) Longest waiting ticks: 2299 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1636 Regions dissolved: 2 Repeated reconstructions avoided: 1636 Largest region lifetime: 1601 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1601:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1584 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 12 Seat events: 110 Single-blocker events: 30 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1757 Maximum occupied tiles: 11 Seat events: 122 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1714 Reservations granted: 1714 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 2 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4339 Longest unresolved passenger ID: 15 Longest unresolved row: 28 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 121 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 2 Total blocked ticks: 10065 Total stationary ticks: 99506 Seat-event requests: 1830 Failed seat-event starts: 1598 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 8 Critical blocker identity: P8->28F(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P8(28F/LEFT/WAITING_FOR_SEAT_EVENT) P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1587 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 3 Critical blocker required yield tiles: 29|30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 11 Rear-boundary failures: 1587 Middle-bank reservation failures: 0 Active-event deferrals: 484 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 29|30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 58 DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT ============================================================ Date/Time: 2026-07-17 12:24:23 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 10 Scenario seed: 1939935009979591158 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2369 Passengers seated: 232/235 Average waiting ticks: 394.60 Longest waiting passenger: P8->28F(LEFT) Longest waiting ticks: 2299 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1636 Regions dissolved: 2 Repeated reconstructions avoided: 1636 Largest region lifetime: 1601 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1601:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1584 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 12 Seat events: 110 Single-blocker events: 30 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1757 Maximum occupied tiles: 11 Seat events: 122 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1714 Reservations granted: 1714 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 2 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4349 Longest unresolved passenger ID: 15 Longest unresolved row: 28 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 121 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 2 Total blocked ticks: 10071 Total stationary ticks: 99508 Seat-event requests: 1830 Failed seat-event starts: 1598 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 8 Critical blocker identity: P8->28F(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P8(28F/LEFT/WAITING_FOR_SEAT_EVENT) P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1587 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 3 Critical blocker required yield tiles: 29|30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 11 Rear-boundary failures: 1587 Middle-bank reservation failures: 0 Active-event deferrals: 485 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 29|30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 58 DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT ============================================================ Date/Time: 2026-07-17 12:24:23 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 11 Scenario seed: 1252229027809620306 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 97.45% OUTCOME ------- Status: SUCCESS Completed ticks: 1280 Passengers seated: 353/353 Average waiting ticks: 583.29 Longest waiting passenger: P34->24D(LEFT) Longest waiting ticks: 1216 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3262 Maximum occupied tiles: 13 Seat events: 181 Single-blocker events: 47 Multiple-blocker events: 22 Temporary aisle reoccupations: 97 RIGHT AISLE ----------- Total moves: 2896 Maximum occupied tiles: 14 Seat events: 172 Single-blocker events: 43 Multiple-blocker events: 26 Temporary aisle reoccupations: 100 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 149 Reservations granted: 149 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8010 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9374 Total stationary ticks: 212715 Seat-event requests: 371 Failed seat-event starts: 18 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 643 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 18 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 643 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 58 DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT ============================================================ Date/Time: 2026-07-17 12:24:23 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 11 Scenario seed: 1252229027809620306 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 97.45% OUTCOME ------- Status: SUCCESS Completed ticks: 1280 Passengers seated: 353/353 Average waiting ticks: 583.32 Longest waiting passenger: P34->24D(LEFT) Longest waiting ticks: 1216 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3262 Maximum occupied tiles: 13 Seat events: 181 Single-blocker events: 47 Multiple-blocker events: 22 Temporary aisle reoccupations: 97 RIGHT AISLE ----------- Total moves: 2896 Maximum occupied tiles: 14 Seat events: 172 Single-blocker events: 43 Multiple-blocker events: 26 Temporary aisle reoccupations: 100 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 149 Reservations granted: 149 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7975 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9381 Total stationary ticks: 212716 Seat-event requests: 371 Failed seat-event starts: 18 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 654 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 18 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 654 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 58 DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT ============================================================ Date/Time: 2026-07-17 12:24:23 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 12 Scenario seed: 8187627317652047108 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 93.62% OUTCOME ------- Status: SUCCESS Completed ticks: 880 Passengers seated: 235/235 Average waiting ticks: 383.92 Longest waiting passenger: P3->11G(RIGHT) Longest waiting ticks: 827 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 29 Regions dissolved: 1 Repeated reconstructions avoided: 29 Largest region lifetime: 30 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=30 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 13 Seat events: 110 Single-blocker events: 28 Multiple-blocker events: 7 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1738 Maximum occupied tiles: 12 Seat events: 125 Single-blocker events: 35 Multiple-blocker events: 14 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 135 Reservations granted: 125 Reservations denied/waited: 10 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4421 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5748 Total stationary ticks: 94039 Seat-event requests: 241 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 646 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 10 Active-event deferrals: 646 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 58 DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT ============================================================ Date/Time: 2026-07-17 12:24:23 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 12 Scenario seed: 8187627317652047108 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 93.62% OUTCOME ------- Status: SUCCESS Completed ticks: 880 Passengers seated: 235/235 Average waiting ticks: 384.07 Longest waiting passenger: P3->11G(RIGHT) Longest waiting ticks: 827 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 29 Regions dissolved: 1 Repeated reconstructions avoided: 29 Largest region lifetime: 30 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=30 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 13 Seat events: 110 Single-blocker events: 28 Multiple-blocker events: 7 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1738 Maximum occupied tiles: 12 Seat events: 125 Single-blocker events: 35 Multiple-blocker events: 14 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 133 Reservations granted: 125 Reservations denied/waited: 8 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4381 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5693 Total stationary ticks: 94024 Seat-event requests: 241 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 645 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 8 Active-event deferrals: 645 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 58 DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT ============================================================ Date/Time: 2026-07-17 12:24:23 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 13 Scenario seed: 6351835860743924132 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 65.96% Aisle-assignment balance: 95.04% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2516 Passengers seated: 277/282 Average waiting ticks: 479.16 Longest waiting passenger: P279->31A(LEFT) Longest waiting ticks: 2446 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 0 Rejected cluster candidates: 1 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 5 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1515 Regions dissolved: 0 Repeated reconstructions avoided: 1515 Largest region lifetime: 1516 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1516:occupied=5 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1499 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2303 Maximum occupied tiles: 15 Seat events: 143 Single-blocker events: 44 Multiple-blocker events: 16 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2058 Maximum occupied tiles: 13 Seat events: 134 Single-blocker events: 36 Multiple-blocker events: 13 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 96 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5609 Longest unresolved passenger ID: 117 Longest unresolved row: 32 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 226 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14637 Total stationary ticks: 144501 Seat-event requests: 1814 Failed seat-event starts: 1537 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 111 Critical blocker identity: P111->28A(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P111(28A/LEFT/WAITING_FOR_SEAT_EVENT) P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1513 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 29|30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 117 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1513 Rear-boundary failures: 24 Middle-bank reservation failures: 1 Active-event deferrals: 702 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P279->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=925,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 29|30 Current unavailable yield tiles: 30 Current yield-tile occupants: 117 Final row-event chain: 111|117|279 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 58 DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT ============================================================ Date/Time: 2026-07-17 12:24:23 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 13 Scenario seed: 6351835860743924132 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 65.96% Aisle-assignment balance: 95.04% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2516 Passengers seated: 277/282 Average waiting ticks: 479.23 Longest waiting passenger: P279->31A(LEFT) Longest waiting ticks: 2446 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 0 Rejected cluster candidates: 1 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 5 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1515 Regions dissolved: 0 Repeated reconstructions avoided: 1515 Largest region lifetime: 1516 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1516:occupied=5 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1499 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2303 Maximum occupied tiles: 15 Seat events: 143 Single-blocker events: 44 Multiple-blocker events: 16 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2058 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 36 Multiple-blocker events: 13 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 96 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5567 Longest unresolved passenger ID: 117 Longest unresolved row: 32 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 226 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14536 Total stationary ticks: 144436 Seat-event requests: 1814 Failed seat-event starts: 1537 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 111 Critical blocker identity: P111->28A(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P111(28A/LEFT/WAITING_FOR_SEAT_EVENT) P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1513 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 29|30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 117 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1513 Rear-boundary failures: 24 Middle-bank reservation failures: 1 Active-event deferrals: 689 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P279->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=933,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 29|30 Current unavailable yield tiles: 30 Current yield-tile occupants: 117 Final row-event chain: 111|117|279 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 58 DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT ============================================================ Date/Time: 2026-07-17 12:24:23 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 14 Scenario seed: -8658915343845013000 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 995 Passengers seated: 282/282 Average waiting ticks: 460.22 Longest waiting passenger: P218->6F(RIGHT) Longest waiting ticks: 951 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2250 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 38 Multiple-blocker events: 11 Temporary aisle reoccupations: 60 RIGHT AISLE ----------- Total moves: 2145 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 42 Multiple-blocker events: 17 Temporary aisle reoccupations: 76 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 98 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5688 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7053 Total stationary ticks: 134674 Seat-event requests: 287 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 657 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 657 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 58 DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT ============================================================ Date/Time: 2026-07-17 12:24:23 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 14 Scenario seed: -8658915343845013000 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 995 Passengers seated: 282/282 Average waiting ticks: 460.18 Longest waiting passenger: P218->6F(RIGHT) Longest waiting ticks: 951 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2250 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 38 Multiple-blocker events: 11 Temporary aisle reoccupations: 60 RIGHT AISLE ----------- Total moves: 2145 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 42 Multiple-blocker events: 17 Temporary aisle reoccupations: 76 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 98 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5713 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7065 Total stationary ticks: 134676 Seat-event requests: 287 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 656 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 656 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 58 DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT ============================================================ Date/Time: 2026-07-17 12:24:23 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 15 Scenario seed: 5673179910411321410 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 462.27 Longest waiting passenger: P21->16E(RIGHT) Longest waiting ticks: 953 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2199 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 41 Multiple-blocker events: 20 Temporary aisle reoccupations: 81 RIGHT AISLE ----------- Total moves: 2185 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 39 Multiple-blocker events: 16 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 96 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5393 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6898 Total stationary ticks: 134958 Seat-event requests: 301 Failed seat-event starts: 19 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 714 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 19 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 714 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 58 DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT ============================================================ Date/Time: 2026-07-17 12:24:23 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 15 Scenario seed: 5673179910411321410 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 462.25 Longest waiting passenger: P21->16E(RIGHT) Longest waiting ticks: 953 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2199 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 41 Multiple-blocker events: 20 Temporary aisle reoccupations: 81 RIGHT AISLE ----------- Total moves: 2185 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 39 Multiple-blocker events: 16 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 96 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5398 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6898 Total stationary ticks: 134958 Seat-event requests: 301 Failed seat-event starts: 19 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 709 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 19 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 709 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 58 DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT ============================================================ Date/Time: 2026-07-17 12:24:23 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 16 Scenario seed: 6658752785952583458 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1052 Passengers seated: 282/282 Average waiting ticks: 468.96 Longest waiting passenger: P181->4E(LEFT) Longest waiting ticks: 999 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 14 Regions dissolved: 1 Repeated reconstructions avoided: 14 Largest region lifetime: 15 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=15 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2277 Maximum occupied tiles: 12 Seat events: 148 Single-blocker events: 45 Multiple-blocker events: 21 Temporary aisle reoccupations: 87 RIGHT AISLE ----------- Total moves: 2045 Maximum occupied tiles: 11 Seat events: 134 Single-blocker events: 34 Multiple-blocker events: 11 Temporary aisle reoccupations: 56 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 97 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5574 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6661 Total stationary ticks: 136880 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 528 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 528 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 58 DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT ============================================================ Date/Time: 2026-07-17 12:24:23 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 16 Scenario seed: 6658752785952583458 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1052 Passengers seated: 282/282 Average waiting ticks: 468.97 Longest waiting passenger: P181->4E(LEFT) Longest waiting ticks: 999 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 14 Regions dissolved: 1 Repeated reconstructions avoided: 14 Largest region lifetime: 15 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=15 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2277 Maximum occupied tiles: 12 Seat events: 148 Single-blocker events: 45 Multiple-blocker events: 21 Temporary aisle reoccupations: 87 RIGHT AISLE ----------- Total moves: 2045 Maximum occupied tiles: 11 Seat events: 134 Single-blocker events: 34 Multiple-blocker events: 11 Temporary aisle reoccupations: 56 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 97 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5574 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6655 Total stationary ticks: 136878 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 527 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 527 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 58 DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT ============================================================ Date/Time: 2026-07-17 12:24:23 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 17 Scenario seed: -218671498343752214 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.16% OUTCOME ------- Status: SUCCESS Completed ticks: 1029 Passengers seated: 282/282 Average waiting ticks: 464.66 Longest waiting passenger: P242->27G(RIGHT) Longest waiting ticks: 976 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 4 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 22 Regions dissolved: 2 Repeated reconstructions avoided: 22 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2178 Maximum occupied tiles: 12 Seat events: 137 Single-blocker events: 44 Multiple-blocker events: 14 Temporary aisle reoccupations: 72 RIGHT AISLE ----------- Total moves: 2204 Maximum occupied tiles: 12 Seat events: 145 Single-blocker events: 38 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 96 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5622 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6765 Total stationary ticks: 135723 Seat-event requests: 299 Failed seat-event starts: 17 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 557 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 17 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 557 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 58 DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT ============================================================ Date/Time: 2026-07-17 12:24:23 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 17 Scenario seed: -218671498343752214 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.16% OUTCOME ------- Status: SUCCESS Completed ticks: 1029 Passengers seated: 282/282 Average waiting ticks: 464.69 Longest waiting passenger: P242->27G(RIGHT) Longest waiting ticks: 976 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 4 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 22 Regions dissolved: 2 Repeated reconstructions avoided: 22 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2178 Maximum occupied tiles: 12 Seat events: 137 Single-blocker events: 44 Multiple-blocker events: 14 Temporary aisle reoccupations: 72 RIGHT AISLE ----------- Total moves: 2204 Maximum occupied tiles: 12 Seat events: 145 Single-blocker events: 38 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 96 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5612 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6786 Total stationary ticks: 135730 Seat-event requests: 299 Failed seat-event starts: 17 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 574 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 17 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 574 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 58 DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT ============================================================ Date/Time: 2026-07-17 12:24:23 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 18 Scenario seed: -8332752414533420411 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.34% Aisle-assignment balance: 99.15% OUTCOME ------- Status: SUCCESS Completed ticks: 1259 Passengers seated: 353/353 Average waiting ticks: 593.34 Longest waiting passenger: P150->11H(RIGHT) Longest waiting ticks: 1209 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3172 Maximum occupied tiles: 16 Seat events: 175 Single-blocker events: 42 Multiple-blocker events: 24 Temporary aisle reoccupations: 95 RIGHT AISLE ----------- Total moves: 2985 Maximum occupied tiles: 13 Seat events: 178 Single-blocker events: 55 Multiple-blocker events: 26 Temporary aisle reoccupations: 113 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 148 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7954 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9621 Total stationary ticks: 216298 Seat-event requests: 380 Failed seat-event starts: 27 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 784 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 27 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 784 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 58 DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT ============================================================ Date/Time: 2026-07-17 12:24:23 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 18 Scenario seed: -8332752414533420411 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.34% Aisle-assignment balance: 99.15% OUTCOME ------- Status: SUCCESS Completed ticks: 1259 Passengers seated: 353/353 Average waiting ticks: 593.34 Longest waiting passenger: P150->11H(RIGHT) Longest waiting ticks: 1209 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3172 Maximum occupied tiles: 16 Seat events: 175 Single-blocker events: 42 Multiple-blocker events: 24 Temporary aisle reoccupations: 95 RIGHT AISLE ----------- Total moves: 2985 Maximum occupied tiles: 13 Seat events: 178 Single-blocker events: 55 Multiple-blocker events: 26 Temporary aisle reoccupations: 113 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 148 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7954 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9621 Total stationary ticks: 216298 Seat-event requests: 380 Failed seat-event starts: 27 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 784 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 27 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 784 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 58 DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT ============================================================ Date/Time: 2026-07-17 12:24:23 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 19 Scenario seed: 5866349045608257533 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2347 Passengers seated: 230/235 Average waiting ticks: 400.83 Longest waiting passenger: P105->29D(RIGHT) Longest waiting ticks: 2279 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 6 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 6 Selected release potential total: 9 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1613 Regions dissolved: 2 Repeated reconstructions avoided: 1613 Largest region lifetime: 1570 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1570:occupied=5 Confirmation deferral ticks: 6 Regions reaching confirmation: 3 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1549 State changes reopening evaluation: 3 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1684 Maximum occupied tiles: 13 Seat events: 120 Single-blocker events: 26 Multiple-blocker events: 20 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 1708 Maximum occupied tiles: 12 Seat events: 110 Single-blocker events: 29 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1708 Reservations granted: 1708 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 4 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 6675 Longest unresolved passenger ID: 128 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 5 Longest dependency chain: P170(27E/RIGHT) -> P33(30G/RIGHT) -> P155(28G/RIGHT) -> P128(30F/RIGHT) -> P105(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 170 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 4 Total blocked ticks: 13109 Total stationary ticks: 103859 Seat-event requests: 1828 Failed seat-event starts: 1598 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 105 Critical blocker identity: P105->29D(RIGHT) Direct fan-out: 1 Total indirect descendants: 4 Critical tree size including blocker: 5 Critical tree depth: 5 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P105(29D/RIGHT/WAITING_FOR_SEAT_EVENT) P128(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P155(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P33(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P170(27E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1569 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 29 Rear-boundary failures: 1569 Middle-bank reservation failures: 0 Active-event deferrals: 562 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1826\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 58 DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT ============================================================ Date/Time: 2026-07-17 12:24:23 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 19 Scenario seed: 5866349045608257533 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 845 Passengers seated: 235/235 Average waiting ticks: 394.17 Longest waiting passenger: P133->5B(LEFT) Longest waiting ticks: 814 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 4 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 6 Selected release potential total: 9 Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P15:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 44 Regions dissolved: 2 Repeated reconstructions avoided: 44 Largest region lifetime: 34 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=12 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1684 Maximum occupied tiles: 13 Seat events: 120 Single-blocker events: 26 Multiple-blocker events: 20 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 1717 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 30 Multiple-blocker events: 13 Temporary aisle reoccupations: 58 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 142 Reservations granted: 142 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4251 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5354 Total stationary ticks: 96093 Seat-event requests: 264 Failed seat-event starts: 29 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 557 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 29 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 557 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 262\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 58 DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT ============================================================ Date/Time: 2026-07-17 12:24:23 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 20 Scenario seed: 3658999535626094423 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: SUCCESS Completed ticks: 845 Passengers seated: 235/235 Average waiting ticks: 383.63 Longest waiting passenger: P59->4F(RIGHT) Longest waiting ticks: 835 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 25 Regions dissolved: 2 Repeated reconstructions avoided: 25 Largest region lifetime: 19 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=19 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1732 Maximum occupied tiles: 11 Seat events: 113 Single-blocker events: 37 Multiple-blocker events: 8 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1701 Maximum occupied tiles: 13 Seat events: 122 Single-blocker events: 27 Multiple-blocker events: 16 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 127 Reservations granted: 127 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4587 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5751 Total stationary ticks: 94043 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 587 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 587 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 58 DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT ============================================================ Date/Time: 2026-07-17 12:24:23 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 20 Scenario seed: 3658999535626094423 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: SUCCESS Completed ticks: 845 Passengers seated: 235/235 Average waiting ticks: 383.62 Longest waiting passenger: P59->4F(RIGHT) Longest waiting ticks: 835 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 25 Regions dissolved: 2 Repeated reconstructions avoided: 25 Largest region lifetime: 19 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=19 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1732 Maximum occupied tiles: 11 Seat events: 113 Single-blocker events: 37 Multiple-blocker events: 8 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1701 Maximum occupied tiles: 13 Seat events: 122 Single-blocker events: 27 Multiple-blocker events: 16 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 127 Reservations granted: 127 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4592 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5750 Total stationary ticks: 94042 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 583 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 583 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 58 DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT ============================================================ Date/Time: 2026-07-17 12:24:23 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 21 Scenario seed: 1778985705851435071 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1007 Passengers seated: 282/282 Average waiting ticks: 462.32 Longest waiting passenger: P199->4E(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 3 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 8 Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 49 Regions dissolved: 2 Repeated reconstructions avoided: 49 Largest region lifetime: 35 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=35 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2228 Maximum occupied tiles: 13 Seat events: 144 Single-blocker events: 35 Multiple-blocker events: 10 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 2144 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 37 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 103 Reservations granted: 103 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5798 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7265 Total stationary ticks: 135403 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 719 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 719 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 58 DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT ============================================================ Date/Time: 2026-07-17 12:24:23 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 21 Scenario seed: 1778985705851435071 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1007 Passengers seated: 282/282 Average waiting ticks: 462.32 Longest waiting passenger: P199->4E(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 3 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 8 Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 49 Regions dissolved: 2 Repeated reconstructions avoided: 49 Largest region lifetime: 35 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=35 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2228 Maximum occupied tiles: 13 Seat events: 144 Single-blocker events: 35 Multiple-blocker events: 10 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 2144 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 37 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 103 Reservations granted: 103 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5798 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7265 Total stationary ticks: 135403 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 719 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 719 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 58 DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT ============================================================ Date/Time: 2026-07-17 12:24:23 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 22 Scenario seed: 4203521108576778203 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.14% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2482 Passengers seated: 270/282 Average waiting ticks: 472.84 Longest waiting passenger: P277->30F(LEFT) Longest waiting ticks: 2442 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 13 Cluster candidates evaluated: 14 Executable cluster candidates: 1 Rejected cluster candidates: 13 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 12 Selected release potential total: 2 Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1645 Regions dissolved: 1 Repeated reconstructions avoided: 1645 Largest region lifetime: 1638 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1638:occupied=12 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1562 State changes reopening evaluation: 12 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2166 Maximum occupied tiles: 17 Seat events: 132 Single-blocker events: 38 Multiple-blocker events: 13 Temporary aisle reoccupations: 64 RIGHT AISLE ----------- Total moves: 2158 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 18 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1758 Reservations granted: 1751 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 10 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 16258 Longest unresolved passenger ID: 48 Longest unresolved row: 31 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 11 Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 75 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 10 Total blocked ticks: 26140 Total stationary ticks: 153459 Seat-event requests: 1940 Failed seat-event starts: 1670 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 277 Critical blocker identity: P277->30F(LEFT) Direct fan-out: 1 Total indirect descendants: 10 Critical tree size including blocker: 11 Critical tree depth: 11 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 12 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P277(30F/LEFT/WAITING_FOR_SEAT_EVENT) P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1669 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 31|32 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: 48 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1669 Rear-boundary failures: 1 Middle-bank reservation failures: 7 Active-event deferrals: 1100 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P48->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 31|32 Current unavailable yield tiles: 31 Current yield-tile occupants: 48 Final row-event chain: 277|48 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 58 DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT ============================================================ Date/Time: 2026-07-17 12:24:23 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 22 Scenario seed: 4203521108576778203 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.14% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2482 Passengers seated: 270/282 Average waiting ticks: 472.87 Longest waiting passenger: P277->30F(LEFT) Longest waiting ticks: 2442 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 11 Cluster candidates evaluated: 12 Executable cluster candidates: 1 Rejected cluster candidates: 11 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 12 Selected release potential total: 2 Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1645 Regions dissolved: 1 Repeated reconstructions avoided: 1645 Largest region lifetime: 1638 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1638:occupied=12 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1564 State changes reopening evaluation: 10 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2166 Maximum occupied tiles: 17 Seat events: 132 Single-blocker events: 38 Multiple-blocker events: 13 Temporary aisle reoccupations: 64 RIGHT AISLE ----------- Total moves: 2158 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 18 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1758 Reservations granted: 1751 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 10 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 16243 Longest unresolved passenger ID: 48 Longest unresolved row: 31 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 11 Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 75 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 10 Total blocked ticks: 26119 Total stationary ticks: 153453 Seat-event requests: 1940 Failed seat-event starts: 1670 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 277 Critical blocker identity: P277->30F(LEFT) Direct fan-out: 1 Total indirect descendants: 10 Critical tree size including blocker: 11 Critical tree depth: 11 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 12 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P277(30F/LEFT/WAITING_FOR_SEAT_EVENT) P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1669 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 31|32 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: 48 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1669 Rear-boundary failures: 1 Middle-bank reservation failures: 7 Active-event deferrals: 1095 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P48->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 31|32 Current unavailable yield tiles: 31 Current yield-tile occupants: 48 Final row-event chain: 277|48 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 58 DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT ============================================================ Date/Time: 2026-07-17 12:24:23 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 23 Scenario seed: -3947160987031988780 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2313 Passengers seated: 230/235 Average waiting ticks: 405.99 Longest waiting passenger: P174->17F(LEFT) Longest waiting ticks: 2271 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=11 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1769 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 21 Multiple-blocker events: 9 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1662 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 30 Multiple-blocker events: 14 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1615 Reservations granted: 1615 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 6610 Longest unresolved passenger ID: 206 Longest unresolved row: 26 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 206 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 13157 Total stationary ticks: 100829 Seat-event requests: 1735 Failed seat-event starts: 1505 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 29 Critical blocker identity: P29->21A(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P29(21A/LEFT/WAITING_FOR_SEAT_EVENT) P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1505 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 3 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1505 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_SPACE_AVAILABLE Final snapshot prerequisite: YIELD_SPACE_AVAILABLE Current required blockers: 1 Current required yield tiles: 22 Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: YIELD_SPACE_AVAILABLE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 58 DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT ============================================================ Date/Time: 2026-07-17 12:24:23 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 23 Scenario seed: -3947160987031988780 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2313 Passengers seated: 230/235 Average waiting ticks: 405.99 Longest waiting passenger: P174->17F(LEFT) Longest waiting ticks: 2271 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=11 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1769 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 21 Multiple-blocker events: 9 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1662 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 30 Multiple-blocker events: 14 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1615 Reservations granted: 1615 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 6610 Longest unresolved passenger ID: 206 Longest unresolved row: 26 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 206 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 13157 Total stationary ticks: 100829 Seat-event requests: 1735 Failed seat-event starts: 1505 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 29 Critical blocker identity: P29->21A(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P29(21A/LEFT/WAITING_FOR_SEAT_EVENT) P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1505 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 3 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1505 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_SPACE_AVAILABLE Final snapshot prerequisite: YIELD_SPACE_AVAILABLE Current required blockers: 1 Current required yield tiles: 22 Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: YIELD_SPACE_AVAILABLE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 58 DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT ============================================================ Date/Time: 2026-07-17 12:24:23 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 24 Scenario seed: 4419539434258219231 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2333 Passengers seated: 233/235 Average waiting ticks: 387.31 Longest waiting passenger: P149->29D(RIGHT) Longest waiting ticks: 2259 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1678 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1737 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 24 Multiple-blocker events: 11 Temporary aisle reoccupations: 46 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1650 Reservations granted: 1646 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4313 Longest unresolved passenger ID: 20 Longest unresolved row: 29 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 20 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 8439 Total stationary ticks: 96156 Seat-event requests: 1764 Failed seat-event starts: 1531 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 149 Critical blocker identity: P149->29D(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT) P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1526 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 5 Rear-boundary failures: 1526 Middle-bank reservation failures: 4 Active-event deferrals: 545 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 58 DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT ============================================================ Date/Time: 2026-07-17 12:24:23 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 24 Scenario seed: 4419539434258219231 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2333 Passengers seated: 233/235 Average waiting ticks: 387.32 Longest waiting passenger: P149->29D(RIGHT) Longest waiting ticks: 2259 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1678 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1737 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 24 Multiple-blocker events: 11 Temporary aisle reoccupations: 46 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1650 Reservations granted: 1646 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4308 Longest unresolved passenger ID: 20 Longest unresolved row: 29 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 20 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 8438 Total stationary ticks: 96155 Seat-event requests: 1764 Failed seat-event starts: 1531 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 149 Critical blocker identity: P149->29D(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT) P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1526 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 5 Rear-boundary failures: 1526 Middle-bank reservation failures: 4 Active-event deferrals: 546 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 58 DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT ============================================================ Date/Time: 2026-07-17 12:24:24 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 25 Scenario seed: 6293055855285553556 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 94.47% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2324 Passengers seated: 225/235 Average waiting ticks: 403.89 Longest waiting passenger: P83->29H(RIGHT) Longest waiting ticks: 2280 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 11 Cluster candidates evaluated: 12 Executable cluster candidates: 1 Rejected cluster candidates: 11 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 10 Selected release potential total: 2 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1684 Regions dissolved: 1 Repeated reconstructions avoided: 1684 Largest region lifetime: 1673 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1673:occupied=10 Confirmation deferral ticks: 3 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1540 State changes reopening evaluation: 10 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1568 Maximum occupied tiles: 12 Seat events: 111 Single-blocker events: 38 Multiple-blocker events: 5 Temporary aisle reoccupations: 50 RIGHT AISLE ----------- Total moves: 1823 Maximum occupied tiles: 16 Seat events: 114 Single-blocker events: 32 Multiple-blocker events: 10 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 122 Reservations granted: 120 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 8 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 12770 Longest unresolved passenger ID: 219 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 9 Longest dependency chain: P122(28F/RIGHT) -> P197(26G/RIGHT) -> P3(24H/RIGHT) -> P109(27C/RIGHT) -> P38(26C/RIGHT) -> P207(28H/RIGHT) -> P15(30H/RIGHT) -> P219(30G/RIGHT) -> P83(29H/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 122 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 8 Total blocked ticks: 20545 Total stationary ticks: 110417 Seat-event requests: 1790 Failed seat-event starts: 1565 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 83 Critical blocker identity: P83->29H(RIGHT) Direct fan-out: 1 Total indirect descendants: 8 Critical tree size including blocker: 9 Critical tree depth: 9 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 10 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P83(29H/RIGHT/WAITING_FOR_SEAT_EVENT) P219(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P15(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P207(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P38(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P109(27C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P3(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P197(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P122(28F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1565 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 123 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1565 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 677 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[123]: P123(30D/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P123->30D(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P123{seat=30D,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=623,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 30 Current unavailable yield tiles: 30 Current yield-tile occupants: 123 Final row-event chain: 83|123 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1791\nPrecedence substitutions made: 0\nDependency chains followed: 1555\nBlocked by waiting-row occupant: 1555\nSubstituted events started: 1\nOccupied-space rejections: 1566\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 58 DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT ============================================================ Date/Time: 2026-07-17 12:24:24 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 25 Scenario seed: 6293055855285553556 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 94.47% OUTCOME ------- Status: SUCCESS Completed ticks: 891 Passengers seated: 235/235 Average waiting ticks: 391.23 Longest waiting passenger: P122->28F(RIGHT) Longest waiting ticks: 823 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles8-10:occupied=3:anchor=P58:selected=P45:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1568 Maximum occupied tiles: 12 Seat events: 111 Single-blocker events: 37 Multiple-blocker events: 6 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 1846 Maximum occupied tiles: 12 Seat events: 124 Single-blocker events: 37 Multiple-blocker events: 12 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 125 Reservations granted: 123 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4149 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5109 Total stationary ticks: 95294 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 493 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 493 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 58 DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT ============================================================ Date/Time: 2026-07-17 12:24:24 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 26 Scenario seed: -9074491549561652642 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 989 Passengers seated: 282/282 Average waiting ticks: 460.29 Longest waiting passenger: P129->11D(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2133 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 48 Multiple-blocker events: 11 Temporary aisle reoccupations: 70 RIGHT AISLE ----------- Total moves: 2221 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 42 Multiple-blocker events: 9 Temporary aisle reoccupations: 60 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 98 Reservations granted: 94 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5689 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6912 Total stationary ticks: 134633 Seat-event requests: 288 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 593 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 593 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 58 DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT ============================================================ Date/Time: 2026-07-17 12:24:24 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 26 Scenario seed: -9074491549561652642 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 989 Passengers seated: 282/282 Average waiting ticks: 460.30 Longest waiting passenger: P129->11D(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2133 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 48 Multiple-blocker events: 11 Temporary aisle reoccupations: 70 RIGHT AISLE ----------- Total moves: 2221 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 42 Multiple-blocker events: 9 Temporary aisle reoccupations: 60 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 98 Reservations granted: 94 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5694 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6912 Total stationary ticks: 134633 Seat-event requests: 288 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 595 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 595 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 58 DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT ============================================================ Date/Time: 2026-07-17 12:24:24 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 27 Scenario seed: -9036946652584501975 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2336 Passengers seated: 229/235 Average waiting ticks: 417.88 Longest waiting passenger: P71->8C(RIGHT) Longest waiting ticks: 2318 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1532 Regions dissolved: 1 Repeated reconstructions avoided: 1532 Largest region lifetime: 1521 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1521:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1518 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1681 Maximum occupied tiles: 12 Seat events: 117 Single-blocker events: 32 Multiple-blocker events: 11 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1689 Maximum occupied tiles: 11 Seat events: 112 Single-blocker events: 29 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1651 Reservations granted: 1647 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 5160 Longest unresolved passenger ID: 129 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 186 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14019 Total stationary ticks: 105901 Seat-event requests: 1762 Failed seat-event starts: 1533 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 71 Critical blocker identity: P71->8C(RIGHT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 6 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT) P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1533 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 9|10|11 Critical blocker unavailable yield tiles: 11 Critical blocker yield-tile occupants: 129 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1533 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 512 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P78->12H(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 9|10|11 Current unavailable yield tiles: 11 Current yield-tile occupants: 129 Final row-event chain: 71|129|78 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 58 DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT ============================================================ Date/Time: 2026-07-17 12:24:24 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 27 Scenario seed: -9036946652584501975 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2336 Passengers seated: 229/235 Average waiting ticks: 417.88 Longest waiting passenger: P71->8C(RIGHT) Longest waiting ticks: 2318 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1532 Regions dissolved: 1 Repeated reconstructions avoided: 1532 Largest region lifetime: 1521 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1521:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1518 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1681 Maximum occupied tiles: 12 Seat events: 117 Single-blocker events: 32 Multiple-blocker events: 11 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1689 Maximum occupied tiles: 11 Seat events: 112 Single-blocker events: 29 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1651 Reservations granted: 1647 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 5160 Longest unresolved passenger ID: 129 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 186 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14019 Total stationary ticks: 105901 Seat-event requests: 1762 Failed seat-event starts: 1533 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 71 Critical blocker identity: P71->8C(RIGHT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 6 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT) P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1533 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 9|10|11 Critical blocker unavailable yield tiles: 11 Critical blocker yield-tile occupants: 129 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1533 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 512 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P78->12H(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 9|10|11 Current unavailable yield tiles: 11 Current yield-tile occupants: 129 Final row-event chain: 71|129|78 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 58 DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT ============================================================ Date/Time: 2026-07-17 12:24:24 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 28 Scenario seed: 3854657311787069719 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 99.57% OUTCOME ------- Status: SUCCESS Completed ticks: 846 Passengers seated: 235/235 Average waiting ticks: 387.29 Longest waiting passenger: P209->24H(RIGHT) Longest waiting ticks: 791 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 17 Regions dissolved: 1 Repeated reconstructions avoided: 17 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=18 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1630 Maximum occupied tiles: 11 Seat events: 117 Single-blocker events: 29 Multiple-blocker events: 8 Temporary aisle reoccupations: 46 RIGHT AISLE ----------- Total moves: 1792 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 34 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 130 Reservations granted: 128 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4304 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5385 Total stationary ticks: 94620 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 509 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 509 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 58 DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT ============================================================ Date/Time: 2026-07-17 12:24:24 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 28 Scenario seed: 3854657311787069719 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 99.57% OUTCOME ------- Status: SUCCESS Completed ticks: 846 Passengers seated: 235/235 Average waiting ticks: 387.29 Longest waiting passenger: P209->24H(RIGHT) Longest waiting ticks: 791 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 17 Regions dissolved: 1 Repeated reconstructions avoided: 17 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=18 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1630 Maximum occupied tiles: 11 Seat events: 117 Single-blocker events: 29 Multiple-blocker events: 8 Temporary aisle reoccupations: 46 RIGHT AISLE ----------- Total moves: 1792 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 34 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 130 Reservations granted: 128 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4303 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5384 Total stationary ticks: 94620 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 509 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 509 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 58 DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT ============================================================ Date/Time: 2026-07-17 12:24:24 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 29 Scenario seed: -4567754299527007339 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 91.06% OUTCOME ------- Status: SUCCESS Completed ticks: 902 Passengers seated: 235/235 Average waiting ticks: 390.21 Longest waiting passenger: P72->10D(LEFT) Longest waiting ticks: 865 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 21 Regions dissolved: 1 Repeated reconstructions avoided: 21 Largest region lifetime: 22 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=22 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1777 Maximum occupied tiles: 11 Seat events: 128 Single-blocker events: 25 Multiple-blocker events: 19 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 1611 Maximum occupied tiles: 11 Seat events: 107 Single-blocker events: 31 Multiple-blocker events: 4 Temporary aisle reoccupations: 39 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 128 Reservations granted: 125 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4209 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5267 Total stationary ticks: 95173 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 540 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 58 DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT ============================================================ Date/Time: 2026-07-17 12:24:24 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 29 Scenario seed: -4567754299527007339 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 91.06% OUTCOME ------- Status: SUCCESS Completed ticks: 902 Passengers seated: 235/235 Average waiting ticks: 390.21 Longest waiting passenger: P72->10D(LEFT) Longest waiting ticks: 865 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 21 Regions dissolved: 1 Repeated reconstructions avoided: 21 Largest region lifetime: 22 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=22 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1777 Maximum occupied tiles: 11 Seat events: 128 Single-blocker events: 25 Multiple-blocker events: 19 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 1611 Maximum occupied tiles: 11 Seat events: 107 Single-blocker events: 31 Multiple-blocker events: 4 Temporary aisle reoccupations: 39 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 128 Reservations granted: 125 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4209 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5267 Total stationary ticks: 95173 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 540 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 58 DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT ============================================================ Date/Time: 2026-07-17 12:24:24 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 30 Scenario seed: 3367915316291643157 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 869 Passengers seated: 235/235 Average waiting ticks: 394.64 Longest waiting passenger: P74->3A(LEFT) Longest waiting ticks: 817 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1723 Maximum occupied tiles: 11 Seat events: 119 Single-blocker events: 29 Multiple-blocker events: 14 Temporary aisle reoccupations: 61 RIGHT AISLE ----------- Total moves: 1665 Maximum occupied tiles: 11 Seat events: 116 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 124 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3914 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5047 Total stationary ticks: 95938 Seat-event requests: 243 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 572 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 7 Active-event deferrals: 572 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 58 DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT ============================================================ Date/Time: 2026-07-17 12:24:24 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 30 Scenario seed: 3367915316291643157 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 869 Passengers seated: 235/235 Average waiting ticks: 394.64 Longest waiting passenger: P74->3A(LEFT) Longest waiting ticks: 817 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1723 Maximum occupied tiles: 11 Seat events: 119 Single-blocker events: 29 Multiple-blocker events: 14 Temporary aisle reoccupations: 61 RIGHT AISLE ----------- Total moves: 1665 Maximum occupied tiles: 11 Seat events: 116 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 124 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3914 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5047 Total stationary ticks: 95938 Seat-event requests: 243 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 572 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 7 Active-event deferrals: 572 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n ************************************************************ BATCH EXPERIMENT SUMMARY RESEARCH EXPERIMENT 58 DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT ************************************************************ Experiment seed: 9783790101901 Scenarios executed: 60 Successful completions: 43 Incomplete/MAX_TICKS: 17 Average completed ticks: 1391.40 Average waiting ticks: 460.32 ************************************************************ ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 59 MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT ============================================================ Date/Time: 2026-07-17 12:34:23 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 1 Scenario seed: 3055370766012738473 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 842 Passengers seated: 235/235 Average waiting ticks: 381.71 Longest waiting passenger: P14->4G(RIGHT) Longest waiting ticks: 802 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 31 Regions dissolved: 3 Repeated reconstructions avoided: 31 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 0 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1605 Maximum occupied tiles: 13 Seat events: 114 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 56 RIGHT AISLE ----------- Total moves: 1759 Maximum occupied tiles: 13 Seat events: 121 Single-blocker events: 28 Multiple-blocker events: 11 Temporary aisle reoccupations: 53 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 129 Reservations granted: 129 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4378 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5526 Total stationary ticks: 93373 Seat-event requests: 249 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 592 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 592 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 59 MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT ============================================================ Date/Time: 2026-07-17 12:34:23 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 1 Scenario seed: 3055370766012738473 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 842 Passengers seated: 235/235 Average waiting ticks: 381.71 Longest waiting passenger: P14->4G(RIGHT) Longest waiting ticks: 802 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 31 Regions dissolved: 3 Repeated reconstructions avoided: 31 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 0 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1605 Maximum occupied tiles: 13 Seat events: 114 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 56 RIGHT AISLE ----------- Total moves: 1759 Maximum occupied tiles: 13 Seat events: 121 Single-blocker events: 28 Multiple-blocker events: 11 Temporary aisle reoccupations: 53 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 129 Reservations granted: 129 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4378 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5526 Total stationary ticks: 93373 Seat-event requests: 249 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 592 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 592 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 59 MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT ============================================================ Date/Time: 2026-07-17 12:34:23 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 2 Scenario seed: -5861873949581201790 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 461.78 Longest waiting passenger: P176->13G(RIGHT) Longest waiting ticks: 940 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2124 Maximum occupied tiles: 12 Seat events: 140 Single-blocker events: 52 Multiple-blocker events: 12 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2238 Maximum occupied tiles: 13 Seat events: 142 Single-blocker events: 33 Multiple-blocker events: 24 Temporary aisle reoccupations: 81 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 99 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5604 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6986 Total stationary ticks: 134989 Seat-event requests: 296 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 657 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 657 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 59 MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT ============================================================ Date/Time: 2026-07-17 12:34:23 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 2 Scenario seed: -5861873949581201790 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 461.78 Longest waiting passenger: P176->13G(RIGHT) Longest waiting ticks: 940 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2124 Maximum occupied tiles: 12 Seat events: 140 Single-blocker events: 52 Multiple-blocker events: 12 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2238 Maximum occupied tiles: 13 Seat events: 142 Single-blocker events: 33 Multiple-blocker events: 24 Temporary aisle reoccupations: 81 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 99 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5604 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6986 Total stationary ticks: 134989 Seat-event requests: 296 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 657 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 657 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 59 MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT ============================================================ Date/Time: 2026-07-17 12:34:23 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 3 Scenario seed: 6413959567787430862 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 99.72% OUTCOME ------- Status: SUCCESS Completed ticks: 1255 Passengers seated: 353/353 Average waiting ticks: 584.28 Longest waiting passenger: P110->21D(LEFT) Longest waiting ticks: 1200 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 51 Regions dissolved: 4 Repeated reconstructions avoided: 51 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=11 Confirmation deferral ticks: 5 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3168 Maximum occupied tiles: 14 Seat events: 177 Single-blocker events: 45 Multiple-blocker events: 29 Temporary aisle reoccupations: 109 RIGHT AISLE ----------- Total moves: 3052 Maximum occupied tiles: 13 Seat events: 176 Single-blocker events: 53 Multiple-blocker events: 27 Temporary aisle reoccupations: 112 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 159 Reservations granted: 157 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8069 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9772 Total stationary ticks: 213222 Seat-event requests: 381 Failed seat-event starts: 28 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 782 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 28 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 782 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 59 MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT ============================================================ Date/Time: 2026-07-17 12:34:23 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 3 Scenario seed: 6413959567787430862 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 99.72% OUTCOME ------- Status: SUCCESS Completed ticks: 1255 Passengers seated: 353/353 Average waiting ticks: 584.23 Longest waiting passenger: P110->21D(LEFT) Longest waiting ticks: 1200 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 51 Regions dissolved: 4 Repeated reconstructions avoided: 51 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=11 Confirmation deferral ticks: 5 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3168 Maximum occupied tiles: 14 Seat events: 177 Single-blocker events: 45 Multiple-blocker events: 29 Temporary aisle reoccupations: 109 RIGHT AISLE ----------- Total moves: 3052 Maximum occupied tiles: 13 Seat events: 176 Single-blocker events: 53 Multiple-blocker events: 27 Temporary aisle reoccupations: 112 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 159 Reservations granted: 157 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8079 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9784 Total stationary ticks: 213224 Seat-event requests: 381 Failed seat-event starts: 28 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 775 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 28 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 775 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 59 MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT ============================================================ Date/Time: 2026-07-17 12:34:23 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 4 Scenario seed: -6874954252876456991 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2294 Passengers seated: 169/235 Average waiting ticks: 811.85 Longest waiting passenger: P2->16C(RIGHT) Longest waiting ticks: 2294 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 4 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1889 Regions dissolved: 0 Repeated reconstructions avoided: 1889 Largest region lifetime: 1890 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1890:occupied=4 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1887 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1607 Maximum occupied tiles: 13 Seat events: 113 Single-blocker events: 31 Multiple-blocker events: 9 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 914 Maximum occupied tiles: 12 Seat events: 56 Single-blocker events: 9 Multiple-blocker events: 1 Temporary aisle reoccupations: 11 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1981 Reservations granted: 1976 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 57 Remaining moving in aisle: 6 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 11640 Longest unresolved passenger ID: 2 Longest unresolved row: 16 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 109 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 6 Total blocked ticks: 20936 Total stationary ticks: 204785 Seat-event requests: 2064 Failed seat-event starts: 1895 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 169 Critical blocker identity: P169->4C(RIGHT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 9 Unresolved outside passengers: 57 Unresolved internal passengers outside critical tree: 5 Critical blocker tree: P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT) P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1895 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 5|6|7 Critical blocker unavailable yield tiles: 7 Critical blocker yield-tile occupants: 165 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1895 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 388 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P53->8E(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 5|6|7 Current unavailable yield tiles: 7 Current yield-tile occupants: 165 Final row-event chain: 169|165|53 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 59 MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT ============================================================ Date/Time: 2026-07-17 12:34:23 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 4 Scenario seed: -6874954252876456991 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2294 Passengers seated: 169/235 Average waiting ticks: 811.85 Longest waiting passenger: P2->16C(RIGHT) Longest waiting ticks: 2294 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 4 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1889 Regions dissolved: 0 Repeated reconstructions avoided: 1889 Largest region lifetime: 1890 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1890:occupied=4 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1887 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1607 Maximum occupied tiles: 13 Seat events: 113 Single-blocker events: 31 Multiple-blocker events: 9 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 914 Maximum occupied tiles: 12 Seat events: 56 Single-blocker events: 9 Multiple-blocker events: 1 Temporary aisle reoccupations: 11 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1981 Reservations granted: 1976 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 57 Remaining moving in aisle: 6 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 11640 Longest unresolved passenger ID: 2 Longest unresolved row: 16 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 109 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 6 Total blocked ticks: 20922 Total stationary ticks: 204781 Seat-event requests: 2064 Failed seat-event starts: 1895 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 169 Critical blocker identity: P169->4C(RIGHT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 9 Unresolved outside passengers: 57 Unresolved internal passengers outside critical tree: 5 Critical blocker tree: P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT) P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1895 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 5|6|7 Critical blocker unavailable yield tiles: 7 Critical blocker yield-tile occupants: 165 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1895 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 380 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P53->8E(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 5|6|7 Current unavailable yield tiles: 7 Current yield-tile occupants: 165 Final row-event chain: 169|165|53 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 59 MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT ============================================================ Date/Time: 2026-07-17 12:34:23 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 5 Scenario seed: -3861213001347413166 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1037 Passengers seated: 282/282 Average waiting ticks: 463.27 Longest waiting passenger: P14->18D(LEFT) Longest waiting ticks: 988 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2266 Maximum occupied tiles: 13 Seat events: 148 Single-blocker events: 41 Multiple-blocker events: 16 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 2110 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 45 Multiple-blocker events: 14 Temporary aisle reoccupations: 73 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 95 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5619 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6814 Total stationary ticks: 135338 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 584 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 584 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 59 MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT ============================================================ Date/Time: 2026-07-17 12:34:23 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 5 Scenario seed: -3861213001347413166 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1037 Passengers seated: 282/282 Average waiting ticks: 463.27 Longest waiting passenger: P14->18D(LEFT) Longest waiting ticks: 988 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2266 Maximum occupied tiles: 13 Seat events: 148 Single-blocker events: 41 Multiple-blocker events: 16 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 2110 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 45 Multiple-blocker events: 14 Temporary aisle reoccupations: 73 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 95 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5619 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6814 Total stationary ticks: 135338 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 584 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 584 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 59 MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT ============================================================ Date/Time: 2026-07-17 12:34:23 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 6 Scenario seed: 5232186905524502075 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 94.47% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2349 Passengers seated: 226/235 Average waiting ticks: 412.04 Longest waiting passenger: P148->22D(RIGHT) Longest waiting ticks: 2308 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 10 Cluster candidates evaluated: 3 Executable cluster candidates: 1 Rejected cluster candidates: 2 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 9 Selected release potential total: 5 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1602 Regions dissolved: 2 Repeated reconstructions avoided: 1602 Largest region lifetime: 1574 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1574:occupied=9 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1520 State changes reopening evaluation: 9 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1534 Maximum occupied tiles: 11 Seat events: 111 Single-blocker events: 33 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1850 Maximum occupied tiles: 13 Seat events: 115 Single-blocker events: 25 Multiple-blocker events: 11 Temporary aisle reoccupations: 49 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1668 Reservations granted: 1665 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 7 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 11128 Longest unresolved passenger ID: 198 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 7 Longest dependency chain: P102(27G/RIGHT) -> P111(26C/RIGHT) -> P180(26D/RIGHT) -> P228(28H/RIGHT) -> P123(29E/RIGHT) -> P198(30F/RIGHT) -> P69(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 102 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 7 Total blocked ticks: 18631 Total stationary ticks: 110660 Seat-event requests: 1780 Failed seat-event starts: 1554 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 69 Critical blocker identity: P69->29C(RIGHT) Direct fan-out: 1 Total indirect descendants: 6 Critical tree size including blocker: 7 Critical tree depth: 7 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 9 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P69(29C/RIGHT/WAITING_FOR_SEAT_EVENT) P198(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P123(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P228(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P180(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P111(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P102(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1519 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1519 Rear-boundary failures: 35 Middle-bank reservation failures: 3 Active-event deferrals: 539 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1782\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1522\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 59 MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT ============================================================ Date/Time: 2026-07-17 12:34:23 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 6 Scenario seed: 5232186905524502075 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 94.47% OUTCOME ------- Status: SUCCESS Completed ticks: 892 Passengers seated: 235/235 Average waiting ticks: 399.84 Longest waiting passenger: P204->17E(RIGHT) Longest waiting ticks: 844 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 6 Selected release potential total: 5 Last cluster decision: RIGHT:tiles8-13:occupied=6:anchor=P172:selected=P162:directReleases=0:releasePotential=5 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 29 Regions dissolved: 2 Repeated reconstructions avoided: 29 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1534 Maximum occupied tiles: 11 Seat events: 111 Single-blocker events: 33 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1872 Maximum occupied tiles: 11 Seat events: 124 Single-blocker events: 28 Multiple-blocker events: 15 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 134 Reservations granted: 131 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3993 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4927 Total stationary ticks: 97124 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 507 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 507 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 59 MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT ============================================================ Date/Time: 2026-07-17 12:34:23 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 7 Scenario seed: -6941493034642023543 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 95.75% OUTCOME ------- Status: SUCCESS Completed ticks: 1320 Passengers seated: 353/353 Average waiting ticks: 603.76 Longest waiting passenger: P99->23G(LEFT) Longest waiting ticks: 1270 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3201 Maximum occupied tiles: 15 Seat events: 184 Single-blocker events: 48 Multiple-blocker events: 27 Temporary aisle reoccupations: 104 RIGHT AISLE ----------- Total moves: 2947 Maximum occupied tiles: 13 Seat events: 169 Single-blocker events: 50 Multiple-blocker events: 21 Temporary aisle reoccupations: 95 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 152 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6822 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8389 Total stationary ticks: 218685 Seat-event requests: 375 Failed seat-event starts: 22 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 864 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 22 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 864 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 59 MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT ============================================================ Date/Time: 2026-07-17 12:34:23 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 7 Scenario seed: -6941493034642023543 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 95.75% OUTCOME ------- Status: SUCCESS Completed ticks: 1320 Passengers seated: 353/353 Average waiting ticks: 603.79 Longest waiting passenger: P99->23G(LEFT) Longest waiting ticks: 1270 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3201 Maximum occupied tiles: 15 Seat events: 184 Single-blocker events: 48 Multiple-blocker events: 27 Temporary aisle reoccupations: 104 RIGHT AISLE ----------- Total moves: 2947 Maximum occupied tiles: 13 Seat events: 169 Single-blocker events: 50 Multiple-blocker events: 21 Temporary aisle reoccupations: 95 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 152 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6817 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8387 Total stationary ticks: 218684 Seat-event requests: 374 Failed seat-event starts: 21 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 871 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 21 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 871 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 374\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 59 MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT ============================================================ Date/Time: 2026-07-17 12:34:23 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 8 Scenario seed: -8554465769121675260 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 861 Passengers seated: 235/235 Average waiting ticks: 382.57 Longest waiting passenger: P23->28C(RIGHT) Longest waiting ticks: 816 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1693 Maximum occupied tiles: 14 Seat events: 114 Single-blocker events: 26 Multiple-blocker events: 13 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 1699 Maximum occupied tiles: 12 Seat events: 121 Single-blocker events: 35 Multiple-blocker events: 11 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 125 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4487 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5649 Total stationary ticks: 93738 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 539 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 539 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 59 MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT ============================================================ Date/Time: 2026-07-17 12:34:23 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 8 Scenario seed: -8554465769121675260 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 861 Passengers seated: 235/235 Average waiting ticks: 382.62 Longest waiting passenger: P23->28C(RIGHT) Longest waiting ticks: 816 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1693 Maximum occupied tiles: 14 Seat events: 114 Single-blocker events: 26 Multiple-blocker events: 13 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 1699 Maximum occupied tiles: 12 Seat events: 121 Single-blocker events: 35 Multiple-blocker events: 11 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 125 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4472 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5637 Total stationary ticks: 93736 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 542 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 542 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 59 MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT ============================================================ Date/Time: 2026-07-17 12:34:23 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 9 Scenario seed: 5225839747377591732 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1015 Passengers seated: 282/282 Average waiting ticks: 466.34 Longest waiting passenger: P68->23A(LEFT) Longest waiting ticks: 960 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2100 Maximum occupied tiles: 11 Seat events: 144 Single-blocker events: 44 Multiple-blocker events: 12 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 2256 Maximum occupied tiles: 12 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 13 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 102 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5299 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6604 Total stationary ticks: 135920 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 691 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 691 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 59 MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT ============================================================ Date/Time: 2026-07-17 12:34:23 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 9 Scenario seed: 5225839747377591732 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1015 Passengers seated: 282/282 Average waiting ticks: 466.34 Longest waiting passenger: P68->23A(LEFT) Longest waiting ticks: 960 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2100 Maximum occupied tiles: 11 Seat events: 144 Single-blocker events: 44 Multiple-blocker events: 12 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 2256 Maximum occupied tiles: 12 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 13 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 102 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5299 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6604 Total stationary ticks: 135920 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 691 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 691 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 59 MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT ============================================================ Date/Time: 2026-07-17 12:34:23 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 10 Scenario seed: 1939935009979591158 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2369 Passengers seated: 232/235 Average waiting ticks: 394.61 Longest waiting passenger: P8->28F(LEFT) Longest waiting ticks: 2299 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1636 Regions dissolved: 2 Repeated reconstructions avoided: 1636 Largest region lifetime: 1601 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1601:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1584 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 12 Seat events: 110 Single-blocker events: 30 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1757 Maximum occupied tiles: 11 Seat events: 122 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1714 Reservations granted: 1714 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 2 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4339 Longest unresolved passenger ID: 15 Longest unresolved row: 28 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 121 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 2 Total blocked ticks: 10065 Total stationary ticks: 99506 Seat-event requests: 1830 Failed seat-event starts: 1598 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 8 Critical blocker identity: P8->28F(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P8(28F/LEFT/WAITING_FOR_SEAT_EVENT) P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1587 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 3 Critical blocker required yield tiles: 29|30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 11 Rear-boundary failures: 1587 Middle-bank reservation failures: 0 Active-event deferrals: 484 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 29|30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 59 MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT ============================================================ Date/Time: 2026-07-17 12:34:23 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 10 Scenario seed: 1939935009979591158 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2369 Passengers seated: 232/235 Average waiting ticks: 394.60 Longest waiting passenger: P8->28F(LEFT) Longest waiting ticks: 2299 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1636 Regions dissolved: 2 Repeated reconstructions avoided: 1636 Largest region lifetime: 1601 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1601:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1584 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 12 Seat events: 110 Single-blocker events: 30 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1757 Maximum occupied tiles: 11 Seat events: 122 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1714 Reservations granted: 1714 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 2 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4349 Longest unresolved passenger ID: 15 Longest unresolved row: 28 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 121 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 2 Total blocked ticks: 10071 Total stationary ticks: 99508 Seat-event requests: 1830 Failed seat-event starts: 1598 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 8 Critical blocker identity: P8->28F(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P8(28F/LEFT/WAITING_FOR_SEAT_EVENT) P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1587 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 3 Critical blocker required yield tiles: 29|30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 11 Rear-boundary failures: 1587 Middle-bank reservation failures: 0 Active-event deferrals: 485 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 29|30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 59 MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT ============================================================ Date/Time: 2026-07-17 12:34:23 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 11 Scenario seed: 1252229027809620306 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 97.45% OUTCOME ------- Status: SUCCESS Completed ticks: 1280 Passengers seated: 353/353 Average waiting ticks: 583.29 Longest waiting passenger: P34->24D(LEFT) Longest waiting ticks: 1216 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3262 Maximum occupied tiles: 13 Seat events: 181 Single-blocker events: 47 Multiple-blocker events: 22 Temporary aisle reoccupations: 97 RIGHT AISLE ----------- Total moves: 2896 Maximum occupied tiles: 14 Seat events: 172 Single-blocker events: 43 Multiple-blocker events: 26 Temporary aisle reoccupations: 100 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 149 Reservations granted: 149 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8010 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9374 Total stationary ticks: 212715 Seat-event requests: 371 Failed seat-event starts: 18 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 643 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 18 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 643 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 59 MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT ============================================================ Date/Time: 2026-07-17 12:34:23 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 11 Scenario seed: 1252229027809620306 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 97.45% OUTCOME ------- Status: SUCCESS Completed ticks: 1280 Passengers seated: 353/353 Average waiting ticks: 583.32 Longest waiting passenger: P34->24D(LEFT) Longest waiting ticks: 1216 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3262 Maximum occupied tiles: 13 Seat events: 181 Single-blocker events: 47 Multiple-blocker events: 22 Temporary aisle reoccupations: 97 RIGHT AISLE ----------- Total moves: 2896 Maximum occupied tiles: 14 Seat events: 172 Single-blocker events: 43 Multiple-blocker events: 26 Temporary aisle reoccupations: 100 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 149 Reservations granted: 149 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7975 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9381 Total stationary ticks: 212716 Seat-event requests: 371 Failed seat-event starts: 18 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 654 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 18 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 654 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 59 MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT ============================================================ Date/Time: 2026-07-17 12:34:23 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 12 Scenario seed: 8187627317652047108 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 93.62% OUTCOME ------- Status: SUCCESS Completed ticks: 880 Passengers seated: 235/235 Average waiting ticks: 383.92 Longest waiting passenger: P3->11G(RIGHT) Longest waiting ticks: 827 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 29 Regions dissolved: 1 Repeated reconstructions avoided: 29 Largest region lifetime: 30 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=30 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 13 Seat events: 110 Single-blocker events: 28 Multiple-blocker events: 7 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1738 Maximum occupied tiles: 12 Seat events: 125 Single-blocker events: 35 Multiple-blocker events: 14 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 135 Reservations granted: 125 Reservations denied/waited: 10 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4421 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5748 Total stationary ticks: 94039 Seat-event requests: 241 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 646 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 10 Active-event deferrals: 646 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 59 MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT ============================================================ Date/Time: 2026-07-17 12:34:23 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 12 Scenario seed: 8187627317652047108 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 93.62% OUTCOME ------- Status: SUCCESS Completed ticks: 880 Passengers seated: 235/235 Average waiting ticks: 384.07 Longest waiting passenger: P3->11G(RIGHT) Longest waiting ticks: 827 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 29 Regions dissolved: 1 Repeated reconstructions avoided: 29 Largest region lifetime: 30 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=30 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 13 Seat events: 110 Single-blocker events: 28 Multiple-blocker events: 7 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1738 Maximum occupied tiles: 12 Seat events: 125 Single-blocker events: 35 Multiple-blocker events: 14 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 133 Reservations granted: 125 Reservations denied/waited: 8 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4381 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5693 Total stationary ticks: 94024 Seat-event requests: 241 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 645 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 8 Active-event deferrals: 645 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 59 MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT ============================================================ Date/Time: 2026-07-17 12:34:23 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 13 Scenario seed: 6351835860743924132 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 65.96% Aisle-assignment balance: 95.04% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2516 Passengers seated: 277/282 Average waiting ticks: 479.16 Longest waiting passenger: P279->31A(LEFT) Longest waiting ticks: 2446 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 0 Rejected cluster candidates: 1 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 5 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1515 Regions dissolved: 0 Repeated reconstructions avoided: 1515 Largest region lifetime: 1516 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1516:occupied=5 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1499 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2303 Maximum occupied tiles: 15 Seat events: 143 Single-blocker events: 44 Multiple-blocker events: 16 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2058 Maximum occupied tiles: 13 Seat events: 134 Single-blocker events: 36 Multiple-blocker events: 13 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 96 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5609 Longest unresolved passenger ID: 117 Longest unresolved row: 32 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 226 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14637 Total stationary ticks: 144501 Seat-event requests: 1814 Failed seat-event starts: 1537 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 111 Critical blocker identity: P111->28A(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P111(28A/LEFT/WAITING_FOR_SEAT_EVENT) P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1513 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 29|30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 117 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1513 Rear-boundary failures: 24 Middle-bank reservation failures: 1 Active-event deferrals: 702 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P279->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=925,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 29|30 Current unavailable yield tiles: 30 Current yield-tile occupants: 117 Final row-event chain: 111|117|279 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 59 MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT ============================================================ Date/Time: 2026-07-17 12:34:23 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 13 Scenario seed: 6351835860743924132 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 65.96% Aisle-assignment balance: 95.04% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2516 Passengers seated: 277/282 Average waiting ticks: 479.23 Longest waiting passenger: P279->31A(LEFT) Longest waiting ticks: 2446 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 0 Rejected cluster candidates: 1 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 5 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1515 Regions dissolved: 0 Repeated reconstructions avoided: 1515 Largest region lifetime: 1516 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1516:occupied=5 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1499 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2303 Maximum occupied tiles: 15 Seat events: 143 Single-blocker events: 44 Multiple-blocker events: 16 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2058 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 36 Multiple-blocker events: 13 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 96 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5567 Longest unresolved passenger ID: 117 Longest unresolved row: 32 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 226 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14536 Total stationary ticks: 144436 Seat-event requests: 1814 Failed seat-event starts: 1537 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 111 Critical blocker identity: P111->28A(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P111(28A/LEFT/WAITING_FOR_SEAT_EVENT) P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1513 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 29|30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 117 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1513 Rear-boundary failures: 24 Middle-bank reservation failures: 1 Active-event deferrals: 689 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P279->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=933,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 29|30 Current unavailable yield tiles: 30 Current yield-tile occupants: 117 Final row-event chain: 111|117|279 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 59 MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT ============================================================ Date/Time: 2026-07-17 12:34:24 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 14 Scenario seed: -8658915343845013000 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 995 Passengers seated: 282/282 Average waiting ticks: 460.22 Longest waiting passenger: P218->6F(RIGHT) Longest waiting ticks: 951 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2250 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 38 Multiple-blocker events: 11 Temporary aisle reoccupations: 60 RIGHT AISLE ----------- Total moves: 2145 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 42 Multiple-blocker events: 17 Temporary aisle reoccupations: 76 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 98 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5688 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7053 Total stationary ticks: 134674 Seat-event requests: 287 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 657 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 657 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 59 MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT ============================================================ Date/Time: 2026-07-17 12:34:24 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 14 Scenario seed: -8658915343845013000 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 995 Passengers seated: 282/282 Average waiting ticks: 460.18 Longest waiting passenger: P218->6F(RIGHT) Longest waiting ticks: 951 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2250 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 38 Multiple-blocker events: 11 Temporary aisle reoccupations: 60 RIGHT AISLE ----------- Total moves: 2145 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 42 Multiple-blocker events: 17 Temporary aisle reoccupations: 76 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 98 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5713 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7065 Total stationary ticks: 134676 Seat-event requests: 287 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 656 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 656 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 59 MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT ============================================================ Date/Time: 2026-07-17 12:34:24 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 15 Scenario seed: 5673179910411321410 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 462.27 Longest waiting passenger: P21->16E(RIGHT) Longest waiting ticks: 953 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2199 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 41 Multiple-blocker events: 20 Temporary aisle reoccupations: 81 RIGHT AISLE ----------- Total moves: 2185 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 39 Multiple-blocker events: 16 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 96 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5393 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6898 Total stationary ticks: 134958 Seat-event requests: 301 Failed seat-event starts: 19 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 714 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 19 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 714 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 59 MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT ============================================================ Date/Time: 2026-07-17 12:34:24 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 15 Scenario seed: 5673179910411321410 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 462.25 Longest waiting passenger: P21->16E(RIGHT) Longest waiting ticks: 953 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2199 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 41 Multiple-blocker events: 20 Temporary aisle reoccupations: 81 RIGHT AISLE ----------- Total moves: 2185 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 39 Multiple-blocker events: 16 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 96 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5398 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6898 Total stationary ticks: 134958 Seat-event requests: 301 Failed seat-event starts: 19 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 709 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 19 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 709 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 59 MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT ============================================================ Date/Time: 2026-07-17 12:34:24 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 16 Scenario seed: 6658752785952583458 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1052 Passengers seated: 282/282 Average waiting ticks: 468.96 Longest waiting passenger: P181->4E(LEFT) Longest waiting ticks: 999 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 14 Regions dissolved: 1 Repeated reconstructions avoided: 14 Largest region lifetime: 15 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=15 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2277 Maximum occupied tiles: 12 Seat events: 148 Single-blocker events: 45 Multiple-blocker events: 21 Temporary aisle reoccupations: 87 RIGHT AISLE ----------- Total moves: 2045 Maximum occupied tiles: 11 Seat events: 134 Single-blocker events: 34 Multiple-blocker events: 11 Temporary aisle reoccupations: 56 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 97 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5574 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6661 Total stationary ticks: 136880 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 528 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 528 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 59 MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT ============================================================ Date/Time: 2026-07-17 12:34:24 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 16 Scenario seed: 6658752785952583458 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1052 Passengers seated: 282/282 Average waiting ticks: 468.97 Longest waiting passenger: P181->4E(LEFT) Longest waiting ticks: 999 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 14 Regions dissolved: 1 Repeated reconstructions avoided: 14 Largest region lifetime: 15 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=15 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2277 Maximum occupied tiles: 12 Seat events: 148 Single-blocker events: 45 Multiple-blocker events: 21 Temporary aisle reoccupations: 87 RIGHT AISLE ----------- Total moves: 2045 Maximum occupied tiles: 11 Seat events: 134 Single-blocker events: 34 Multiple-blocker events: 11 Temporary aisle reoccupations: 56 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 97 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5574 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6655 Total stationary ticks: 136878 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 527 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 527 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 59 MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT ============================================================ Date/Time: 2026-07-17 12:34:24 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 17 Scenario seed: -218671498343752214 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.16% OUTCOME ------- Status: SUCCESS Completed ticks: 1029 Passengers seated: 282/282 Average waiting ticks: 464.66 Longest waiting passenger: P242->27G(RIGHT) Longest waiting ticks: 976 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 4 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 22 Regions dissolved: 2 Repeated reconstructions avoided: 22 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2178 Maximum occupied tiles: 12 Seat events: 137 Single-blocker events: 44 Multiple-blocker events: 14 Temporary aisle reoccupations: 72 RIGHT AISLE ----------- Total moves: 2204 Maximum occupied tiles: 12 Seat events: 145 Single-blocker events: 38 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 96 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5622 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6765 Total stationary ticks: 135723 Seat-event requests: 299 Failed seat-event starts: 17 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 557 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 17 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 557 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 59 MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT ============================================================ Date/Time: 2026-07-17 12:34:24 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 17 Scenario seed: -218671498343752214 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.16% OUTCOME ------- Status: SUCCESS Completed ticks: 1029 Passengers seated: 282/282 Average waiting ticks: 464.69 Longest waiting passenger: P242->27G(RIGHT) Longest waiting ticks: 976 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 4 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 22 Regions dissolved: 2 Repeated reconstructions avoided: 22 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2178 Maximum occupied tiles: 12 Seat events: 137 Single-blocker events: 44 Multiple-blocker events: 14 Temporary aisle reoccupations: 72 RIGHT AISLE ----------- Total moves: 2204 Maximum occupied tiles: 12 Seat events: 145 Single-blocker events: 38 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 96 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5612 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6786 Total stationary ticks: 135730 Seat-event requests: 299 Failed seat-event starts: 17 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 574 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 17 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 574 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 59 MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT ============================================================ Date/Time: 2026-07-17 12:34:24 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 18 Scenario seed: -8332752414533420411 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.34% Aisle-assignment balance: 99.15% OUTCOME ------- Status: SUCCESS Completed ticks: 1259 Passengers seated: 353/353 Average waiting ticks: 593.34 Longest waiting passenger: P150->11H(RIGHT) Longest waiting ticks: 1209 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3172 Maximum occupied tiles: 16 Seat events: 175 Single-blocker events: 42 Multiple-blocker events: 24 Temporary aisle reoccupations: 95 RIGHT AISLE ----------- Total moves: 2985 Maximum occupied tiles: 13 Seat events: 178 Single-blocker events: 55 Multiple-blocker events: 26 Temporary aisle reoccupations: 113 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 148 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7954 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9621 Total stationary ticks: 216298 Seat-event requests: 380 Failed seat-event starts: 27 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 784 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 27 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 784 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 59 MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT ============================================================ Date/Time: 2026-07-17 12:34:24 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 18 Scenario seed: -8332752414533420411 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.34% Aisle-assignment balance: 99.15% OUTCOME ------- Status: SUCCESS Completed ticks: 1259 Passengers seated: 353/353 Average waiting ticks: 593.34 Longest waiting passenger: P150->11H(RIGHT) Longest waiting ticks: 1209 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3172 Maximum occupied tiles: 16 Seat events: 175 Single-blocker events: 42 Multiple-blocker events: 24 Temporary aisle reoccupations: 95 RIGHT AISLE ----------- Total moves: 2985 Maximum occupied tiles: 13 Seat events: 178 Single-blocker events: 55 Multiple-blocker events: 26 Temporary aisle reoccupations: 113 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 148 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7954 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9621 Total stationary ticks: 216298 Seat-event requests: 380 Failed seat-event starts: 27 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 784 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 27 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 784 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 59 MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT ============================================================ Date/Time: 2026-07-17 12:34:24 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 19 Scenario seed: 5866349045608257533 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2347 Passengers seated: 230/235 Average waiting ticks: 400.83 Longest waiting passenger: P105->29D(RIGHT) Longest waiting ticks: 2279 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 6 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 6 Selected release potential total: 9 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1613 Regions dissolved: 2 Repeated reconstructions avoided: 1613 Largest region lifetime: 1570 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1570:occupied=5 Confirmation deferral ticks: 6 Regions reaching confirmation: 3 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1549 State changes reopening evaluation: 3 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1684 Maximum occupied tiles: 13 Seat events: 120 Single-blocker events: 26 Multiple-blocker events: 20 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 1708 Maximum occupied tiles: 12 Seat events: 110 Single-blocker events: 29 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1708 Reservations granted: 1708 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 4 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 6675 Longest unresolved passenger ID: 128 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 5 Longest dependency chain: P170(27E/RIGHT) -> P33(30G/RIGHT) -> P155(28G/RIGHT) -> P128(30F/RIGHT) -> P105(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 170 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 4 Total blocked ticks: 13109 Total stationary ticks: 103859 Seat-event requests: 1828 Failed seat-event starts: 1598 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 105 Critical blocker identity: P105->29D(RIGHT) Direct fan-out: 1 Total indirect descendants: 4 Critical tree size including blocker: 5 Critical tree depth: 5 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P105(29D/RIGHT/WAITING_FOR_SEAT_EVENT) P128(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P155(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P33(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P170(27E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1569 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 29 Rear-boundary failures: 1569 Middle-bank reservation failures: 0 Active-event deferrals: 562 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1826\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 59 MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT ============================================================ Date/Time: 2026-07-17 12:34:24 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 19 Scenario seed: 5866349045608257533 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 845 Passengers seated: 235/235 Average waiting ticks: 394.17 Longest waiting passenger: P133->5B(LEFT) Longest waiting ticks: 814 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 4 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 6 Selected release potential total: 9 Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P15:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 44 Regions dissolved: 2 Repeated reconstructions avoided: 44 Largest region lifetime: 34 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=12 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1684 Maximum occupied tiles: 13 Seat events: 120 Single-blocker events: 26 Multiple-blocker events: 20 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 1717 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 30 Multiple-blocker events: 13 Temporary aisle reoccupations: 58 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 142 Reservations granted: 142 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4251 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5354 Total stationary ticks: 96093 Seat-event requests: 264 Failed seat-event starts: 29 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 557 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 29 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 557 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 262\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 59 MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT ============================================================ Date/Time: 2026-07-17 12:34:24 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 20 Scenario seed: 3658999535626094423 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: SUCCESS Completed ticks: 845 Passengers seated: 235/235 Average waiting ticks: 383.63 Longest waiting passenger: P59->4F(RIGHT) Longest waiting ticks: 835 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 25 Regions dissolved: 2 Repeated reconstructions avoided: 25 Largest region lifetime: 19 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=19 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1732 Maximum occupied tiles: 11 Seat events: 113 Single-blocker events: 37 Multiple-blocker events: 8 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1701 Maximum occupied tiles: 13 Seat events: 122 Single-blocker events: 27 Multiple-blocker events: 16 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 127 Reservations granted: 127 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4587 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5751 Total stationary ticks: 94043 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 587 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 587 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 59 MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT ============================================================ Date/Time: 2026-07-17 12:34:24 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 20 Scenario seed: 3658999535626094423 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: SUCCESS Completed ticks: 845 Passengers seated: 235/235 Average waiting ticks: 383.62 Longest waiting passenger: P59->4F(RIGHT) Longest waiting ticks: 835 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 25 Regions dissolved: 2 Repeated reconstructions avoided: 25 Largest region lifetime: 19 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=19 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1732 Maximum occupied tiles: 11 Seat events: 113 Single-blocker events: 37 Multiple-blocker events: 8 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1701 Maximum occupied tiles: 13 Seat events: 122 Single-blocker events: 27 Multiple-blocker events: 16 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 127 Reservations granted: 127 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4592 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5750 Total stationary ticks: 94042 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 583 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 583 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 59 MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT ============================================================ Date/Time: 2026-07-17 12:34:24 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 21 Scenario seed: 1778985705851435071 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1007 Passengers seated: 282/282 Average waiting ticks: 462.32 Longest waiting passenger: P199->4E(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 3 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 8 Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 49 Regions dissolved: 2 Repeated reconstructions avoided: 49 Largest region lifetime: 35 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=35 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2228 Maximum occupied tiles: 13 Seat events: 144 Single-blocker events: 35 Multiple-blocker events: 10 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 2144 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 37 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 103 Reservations granted: 103 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5798 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7265 Total stationary ticks: 135403 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 719 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 719 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 59 MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT ============================================================ Date/Time: 2026-07-17 12:34:24 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 21 Scenario seed: 1778985705851435071 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1007 Passengers seated: 282/282 Average waiting ticks: 462.32 Longest waiting passenger: P199->4E(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 3 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 8 Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 49 Regions dissolved: 2 Repeated reconstructions avoided: 49 Largest region lifetime: 35 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=35 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2228 Maximum occupied tiles: 13 Seat events: 144 Single-blocker events: 35 Multiple-blocker events: 10 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 2144 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 37 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 103 Reservations granted: 103 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5798 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7265 Total stationary ticks: 135403 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 719 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 719 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 59 MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT ============================================================ Date/Time: 2026-07-17 12:34:24 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 22 Scenario seed: 4203521108576778203 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.14% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2482 Passengers seated: 270/282 Average waiting ticks: 472.84 Longest waiting passenger: P277->30F(LEFT) Longest waiting ticks: 2442 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 13 Cluster candidates evaluated: 14 Executable cluster candidates: 1 Rejected cluster candidates: 13 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 12 Selected release potential total: 2 Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1645 Regions dissolved: 1 Repeated reconstructions avoided: 1645 Largest region lifetime: 1638 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1638:occupied=12 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1562 State changes reopening evaluation: 12 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2166 Maximum occupied tiles: 17 Seat events: 132 Single-blocker events: 38 Multiple-blocker events: 13 Temporary aisle reoccupations: 64 RIGHT AISLE ----------- Total moves: 2158 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 18 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1758 Reservations granted: 1751 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 10 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 16258 Longest unresolved passenger ID: 48 Longest unresolved row: 31 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 11 Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 75 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 10 Total blocked ticks: 26140 Total stationary ticks: 153459 Seat-event requests: 1940 Failed seat-event starts: 1670 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 277 Critical blocker identity: P277->30F(LEFT) Direct fan-out: 1 Total indirect descendants: 10 Critical tree size including blocker: 11 Critical tree depth: 11 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 12 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P277(30F/LEFT/WAITING_FOR_SEAT_EVENT) P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1669 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 31|32 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: 48 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1669 Rear-boundary failures: 1 Middle-bank reservation failures: 7 Active-event deferrals: 1100 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P48->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 31|32 Current unavailable yield tiles: 31 Current yield-tile occupants: 48 Final row-event chain: 277|48 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 59 MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT ============================================================ Date/Time: 2026-07-17 12:34:24 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 22 Scenario seed: 4203521108576778203 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.14% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2482 Passengers seated: 270/282 Average waiting ticks: 472.87 Longest waiting passenger: P277->30F(LEFT) Longest waiting ticks: 2442 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 11 Cluster candidates evaluated: 12 Executable cluster candidates: 1 Rejected cluster candidates: 11 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 12 Selected release potential total: 2 Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1645 Regions dissolved: 1 Repeated reconstructions avoided: 1645 Largest region lifetime: 1638 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1638:occupied=12 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1564 State changes reopening evaluation: 10 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2166 Maximum occupied tiles: 17 Seat events: 132 Single-blocker events: 38 Multiple-blocker events: 13 Temporary aisle reoccupations: 64 RIGHT AISLE ----------- Total moves: 2158 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 18 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1758 Reservations granted: 1751 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 10 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 16243 Longest unresolved passenger ID: 48 Longest unresolved row: 31 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 11 Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 75 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 10 Total blocked ticks: 26119 Total stationary ticks: 153453 Seat-event requests: 1940 Failed seat-event starts: 1670 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 277 Critical blocker identity: P277->30F(LEFT) Direct fan-out: 1 Total indirect descendants: 10 Critical tree size including blocker: 11 Critical tree depth: 11 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 12 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P277(30F/LEFT/WAITING_FOR_SEAT_EVENT) P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1669 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 31|32 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: 48 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1669 Rear-boundary failures: 1 Middle-bank reservation failures: 7 Active-event deferrals: 1095 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P48->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 31|32 Current unavailable yield tiles: 31 Current yield-tile occupants: 48 Final row-event chain: 277|48 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 59 MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT ============================================================ Date/Time: 2026-07-17 12:34:24 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 23 Scenario seed: -3947160987031988780 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2313 Passengers seated: 230/235 Average waiting ticks: 405.99 Longest waiting passenger: P174->17F(LEFT) Longest waiting ticks: 2271 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=11 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1769 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 21 Multiple-blocker events: 9 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1662 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 30 Multiple-blocker events: 14 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1615 Reservations granted: 1615 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 6610 Longest unresolved passenger ID: 206 Longest unresolved row: 26 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 206 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 13157 Total stationary ticks: 100829 Seat-event requests: 1735 Failed seat-event starts: 1505 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 29 Critical blocker identity: P29->21A(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P29(21A/LEFT/WAITING_FOR_SEAT_EVENT) P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1505 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 3 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1505 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_SPACE_AVAILABLE Final snapshot prerequisite: YIELD_SPACE_AVAILABLE Current required blockers: 1 Current required yield tiles: 22 Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: YIELD_SPACE_AVAILABLE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 59 MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT ============================================================ Date/Time: 2026-07-17 12:34:24 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 23 Scenario seed: -3947160987031988780 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2313 Passengers seated: 230/235 Average waiting ticks: 405.99 Longest waiting passenger: P174->17F(LEFT) Longest waiting ticks: 2271 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=11 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1769 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 21 Multiple-blocker events: 9 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1662 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 30 Multiple-blocker events: 14 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1615 Reservations granted: 1615 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 6610 Longest unresolved passenger ID: 206 Longest unresolved row: 26 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 206 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 13157 Total stationary ticks: 100829 Seat-event requests: 1735 Failed seat-event starts: 1505 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 29 Critical blocker identity: P29->21A(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P29(21A/LEFT/WAITING_FOR_SEAT_EVENT) P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1505 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 3 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1505 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_SPACE_AVAILABLE Final snapshot prerequisite: YIELD_SPACE_AVAILABLE Current required blockers: 1 Current required yield tiles: 22 Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: YIELD_SPACE_AVAILABLE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 59 MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT ============================================================ Date/Time: 2026-07-17 12:34:24 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 24 Scenario seed: 4419539434258219231 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2333 Passengers seated: 233/235 Average waiting ticks: 387.31 Longest waiting passenger: P149->29D(RIGHT) Longest waiting ticks: 2259 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1678 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1737 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 24 Multiple-blocker events: 11 Temporary aisle reoccupations: 46 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1650 Reservations granted: 1646 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4313 Longest unresolved passenger ID: 20 Longest unresolved row: 29 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 20 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 8439 Total stationary ticks: 96156 Seat-event requests: 1764 Failed seat-event starts: 1531 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 149 Critical blocker identity: P149->29D(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT) P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1526 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 5 Rear-boundary failures: 1526 Middle-bank reservation failures: 4 Active-event deferrals: 545 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 59 MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT ============================================================ Date/Time: 2026-07-17 12:34:24 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 24 Scenario seed: 4419539434258219231 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2333 Passengers seated: 233/235 Average waiting ticks: 387.32 Longest waiting passenger: P149->29D(RIGHT) Longest waiting ticks: 2259 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1678 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1737 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 24 Multiple-blocker events: 11 Temporary aisle reoccupations: 46 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1650 Reservations granted: 1646 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4308 Longest unresolved passenger ID: 20 Longest unresolved row: 29 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 20 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 8438 Total stationary ticks: 96155 Seat-event requests: 1764 Failed seat-event starts: 1531 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 149 Critical blocker identity: P149->29D(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT) P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1526 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 5 Rear-boundary failures: 1526 Middle-bank reservation failures: 4 Active-event deferrals: 546 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 59 MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT ============================================================ Date/Time: 2026-07-17 12:34:24 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 25 Scenario seed: 6293055855285553556 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 94.47% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2324 Passengers seated: 225/235 Average waiting ticks: 403.89 Longest waiting passenger: P83->29H(RIGHT) Longest waiting ticks: 2280 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 11 Cluster candidates evaluated: 12 Executable cluster candidates: 1 Rejected cluster candidates: 11 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 10 Selected release potential total: 2 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1684 Regions dissolved: 1 Repeated reconstructions avoided: 1684 Largest region lifetime: 1673 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1673:occupied=10 Confirmation deferral ticks: 3 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1540 State changes reopening evaluation: 10 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1568 Maximum occupied tiles: 12 Seat events: 111 Single-blocker events: 38 Multiple-blocker events: 5 Temporary aisle reoccupations: 50 RIGHT AISLE ----------- Total moves: 1823 Maximum occupied tiles: 16 Seat events: 114 Single-blocker events: 32 Multiple-blocker events: 10 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 122 Reservations granted: 120 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 8 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 12770 Longest unresolved passenger ID: 219 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 9 Longest dependency chain: P122(28F/RIGHT) -> P197(26G/RIGHT) -> P3(24H/RIGHT) -> P109(27C/RIGHT) -> P38(26C/RIGHT) -> P207(28H/RIGHT) -> P15(30H/RIGHT) -> P219(30G/RIGHT) -> P83(29H/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 122 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 8 Total blocked ticks: 20545 Total stationary ticks: 110417 Seat-event requests: 1790 Failed seat-event starts: 1565 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 83 Critical blocker identity: P83->29H(RIGHT) Direct fan-out: 1 Total indirect descendants: 8 Critical tree size including blocker: 9 Critical tree depth: 9 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 10 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P83(29H/RIGHT/WAITING_FOR_SEAT_EVENT) P219(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P15(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P207(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P38(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P109(27C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P3(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P197(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P122(28F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1565 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 123 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1565 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 677 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[123]: P123(30D/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P123->30D(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P123{seat=30D,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=623,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 30 Current unavailable yield tiles: 30 Current yield-tile occupants: 123 Final row-event chain: 83|123 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1791\nPrecedence substitutions made: 0\nDependency chains followed: 1555\nBlocked by waiting-row occupant: 1555\nSubstituted events started: 1\nOccupied-space rejections: 1566\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 59 MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT ============================================================ Date/Time: 2026-07-17 12:34:24 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 25 Scenario seed: 6293055855285553556 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 94.47% OUTCOME ------- Status: SUCCESS Completed ticks: 891 Passengers seated: 235/235 Average waiting ticks: 391.23 Longest waiting passenger: P122->28F(RIGHT) Longest waiting ticks: 823 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles8-10:occupied=3:anchor=P58:selected=P45:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1568 Maximum occupied tiles: 12 Seat events: 111 Single-blocker events: 37 Multiple-blocker events: 6 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 1846 Maximum occupied tiles: 12 Seat events: 124 Single-blocker events: 37 Multiple-blocker events: 12 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 125 Reservations granted: 123 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4149 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5109 Total stationary ticks: 95294 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 493 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 493 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 59 MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT ============================================================ Date/Time: 2026-07-17 12:34:24 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 26 Scenario seed: -9074491549561652642 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 989 Passengers seated: 282/282 Average waiting ticks: 460.29 Longest waiting passenger: P129->11D(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2133 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 48 Multiple-blocker events: 11 Temporary aisle reoccupations: 70 RIGHT AISLE ----------- Total moves: 2221 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 42 Multiple-blocker events: 9 Temporary aisle reoccupations: 60 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 98 Reservations granted: 94 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5689 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6912 Total stationary ticks: 134633 Seat-event requests: 288 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 593 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 593 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 59 MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT ============================================================ Date/Time: 2026-07-17 12:34:24 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 26 Scenario seed: -9074491549561652642 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 989 Passengers seated: 282/282 Average waiting ticks: 460.30 Longest waiting passenger: P129->11D(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2133 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 48 Multiple-blocker events: 11 Temporary aisle reoccupations: 70 RIGHT AISLE ----------- Total moves: 2221 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 42 Multiple-blocker events: 9 Temporary aisle reoccupations: 60 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 98 Reservations granted: 94 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5694 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6912 Total stationary ticks: 134633 Seat-event requests: 288 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 595 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 595 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 59 MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT ============================================================ Date/Time: 2026-07-17 12:34:24 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 27 Scenario seed: -9036946652584501975 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2336 Passengers seated: 229/235 Average waiting ticks: 417.88 Longest waiting passenger: P71->8C(RIGHT) Longest waiting ticks: 2318 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1532 Regions dissolved: 1 Repeated reconstructions avoided: 1532 Largest region lifetime: 1521 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1521:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1518 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1681 Maximum occupied tiles: 12 Seat events: 117 Single-blocker events: 32 Multiple-blocker events: 11 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1689 Maximum occupied tiles: 11 Seat events: 112 Single-blocker events: 29 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1651 Reservations granted: 1647 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 5160 Longest unresolved passenger ID: 129 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 186 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14019 Total stationary ticks: 105901 Seat-event requests: 1762 Failed seat-event starts: 1533 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 71 Critical blocker identity: P71->8C(RIGHT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 6 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT) P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1533 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 9|10|11 Critical blocker unavailable yield tiles: 11 Critical blocker yield-tile occupants: 129 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1533 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 512 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P78->12H(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 9|10|11 Current unavailable yield tiles: 11 Current yield-tile occupants: 129 Final row-event chain: 71|129|78 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 59 MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT ============================================================ Date/Time: 2026-07-17 12:34:24 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 27 Scenario seed: -9036946652584501975 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2336 Passengers seated: 229/235 Average waiting ticks: 417.88 Longest waiting passenger: P71->8C(RIGHT) Longest waiting ticks: 2318 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1532 Regions dissolved: 1 Repeated reconstructions avoided: 1532 Largest region lifetime: 1521 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1521:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1518 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1681 Maximum occupied tiles: 12 Seat events: 117 Single-blocker events: 32 Multiple-blocker events: 11 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1689 Maximum occupied tiles: 11 Seat events: 112 Single-blocker events: 29 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1651 Reservations granted: 1647 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 5160 Longest unresolved passenger ID: 129 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 186 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14019 Total stationary ticks: 105901 Seat-event requests: 1762 Failed seat-event starts: 1533 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 71 Critical blocker identity: P71->8C(RIGHT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 6 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT) P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1533 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 9|10|11 Critical blocker unavailable yield tiles: 11 Critical blocker yield-tile occupants: 129 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1533 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 512 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P78->12H(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 9|10|11 Current unavailable yield tiles: 11 Current yield-tile occupants: 129 Final row-event chain: 71|129|78 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 59 MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT ============================================================ Date/Time: 2026-07-17 12:34:24 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 28 Scenario seed: 3854657311787069719 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 99.57% OUTCOME ------- Status: SUCCESS Completed ticks: 846 Passengers seated: 235/235 Average waiting ticks: 387.29 Longest waiting passenger: P209->24H(RIGHT) Longest waiting ticks: 791 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 17 Regions dissolved: 1 Repeated reconstructions avoided: 17 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=18 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1630 Maximum occupied tiles: 11 Seat events: 117 Single-blocker events: 29 Multiple-blocker events: 8 Temporary aisle reoccupations: 46 RIGHT AISLE ----------- Total moves: 1792 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 34 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 130 Reservations granted: 128 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4304 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5385 Total stationary ticks: 94620 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 509 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 509 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 59 MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT ============================================================ Date/Time: 2026-07-17 12:34:24 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 28 Scenario seed: 3854657311787069719 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 99.57% OUTCOME ------- Status: SUCCESS Completed ticks: 846 Passengers seated: 235/235 Average waiting ticks: 387.29 Longest waiting passenger: P209->24H(RIGHT) Longest waiting ticks: 791 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 17 Regions dissolved: 1 Repeated reconstructions avoided: 17 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=18 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1630 Maximum occupied tiles: 11 Seat events: 117 Single-blocker events: 29 Multiple-blocker events: 8 Temporary aisle reoccupations: 46 RIGHT AISLE ----------- Total moves: 1792 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 34 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 130 Reservations granted: 128 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4303 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5384 Total stationary ticks: 94620 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 509 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 509 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 59 MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT ============================================================ Date/Time: 2026-07-17 12:34:24 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 29 Scenario seed: -4567754299527007339 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 91.06% OUTCOME ------- Status: SUCCESS Completed ticks: 902 Passengers seated: 235/235 Average waiting ticks: 390.21 Longest waiting passenger: P72->10D(LEFT) Longest waiting ticks: 865 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 21 Regions dissolved: 1 Repeated reconstructions avoided: 21 Largest region lifetime: 22 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=22 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1777 Maximum occupied tiles: 11 Seat events: 128 Single-blocker events: 25 Multiple-blocker events: 19 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 1611 Maximum occupied tiles: 11 Seat events: 107 Single-blocker events: 31 Multiple-blocker events: 4 Temporary aisle reoccupations: 39 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 128 Reservations granted: 125 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4209 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5267 Total stationary ticks: 95173 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 540 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 59 MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT ============================================================ Date/Time: 2026-07-17 12:34:24 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 29 Scenario seed: -4567754299527007339 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 91.06% OUTCOME ------- Status: SUCCESS Completed ticks: 902 Passengers seated: 235/235 Average waiting ticks: 390.21 Longest waiting passenger: P72->10D(LEFT) Longest waiting ticks: 865 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 21 Regions dissolved: 1 Repeated reconstructions avoided: 21 Largest region lifetime: 22 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=22 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1777 Maximum occupied tiles: 11 Seat events: 128 Single-blocker events: 25 Multiple-blocker events: 19 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 1611 Maximum occupied tiles: 11 Seat events: 107 Single-blocker events: 31 Multiple-blocker events: 4 Temporary aisle reoccupations: 39 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 128 Reservations granted: 125 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4209 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5267 Total stationary ticks: 95173 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 540 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 59 MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT ============================================================ Date/Time: 2026-07-17 12:34:24 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 30 Scenario seed: 3367915316291643157 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 869 Passengers seated: 235/235 Average waiting ticks: 394.64 Longest waiting passenger: P74->3A(LEFT) Longest waiting ticks: 817 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1723 Maximum occupied tiles: 11 Seat events: 119 Single-blocker events: 29 Multiple-blocker events: 14 Temporary aisle reoccupations: 61 RIGHT AISLE ----------- Total moves: 1665 Maximum occupied tiles: 11 Seat events: 116 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 124 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3914 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5047 Total stationary ticks: 95938 Seat-event requests: 243 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 572 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 7 Active-event deferrals: 572 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 59 MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT ============================================================ Date/Time: 2026-07-17 12:34:24 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 30 Scenario seed: 3367915316291643157 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 869 Passengers seated: 235/235 Average waiting ticks: 394.64 Longest waiting passenger: P74->3A(LEFT) Longest waiting ticks: 817 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1723 Maximum occupied tiles: 11 Seat events: 119 Single-blocker events: 29 Multiple-blocker events: 14 Temporary aisle reoccupations: 61 RIGHT AISLE ----------- Total moves: 1665 Maximum occupied tiles: 11 Seat events: 116 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 124 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3914 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5047 Total stationary ticks: 95938 Seat-event requests: 243 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 572 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 7 Active-event deferrals: 572 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n ************************************************************ BATCH EXPERIMENT SUMMARY RESEARCH EXPERIMENT 59 MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT ************************************************************ Experiment seed: 9783790101901 Scenarios executed: 60 Successful completions: 43 Incomplete/MAX_TICKS: 17 Average completed ticks: 1391.40 Average waiting ticks: 460.32 ************************************************************ ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 60 MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT ============================================================ Date/Time: 2026-07-17 12:54:19 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 1 Scenario seed: 3055370766012738473 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 842 Passengers seated: 235/235 Average waiting ticks: 381.71 Longest waiting passenger: P14->4G(RIGHT) Longest waiting ticks: 802 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 31 Regions dissolved: 3 Repeated reconstructions avoided: 31 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 0 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1605 Maximum occupied tiles: 13 Seat events: 114 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 56 RIGHT AISLE ----------- Total moves: 1759 Maximum occupied tiles: 13 Seat events: 121 Single-blocker events: 28 Multiple-blocker events: 11 Temporary aisle reoccupations: 53 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 129 Reservations granted: 129 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4378 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5526 Total stationary ticks: 93373 Seat-event requests: 249 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 592 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 592 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 60 MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT ============================================================ Date/Time: 2026-07-17 12:54:19 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 1 Scenario seed: 3055370766012738473 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 842 Passengers seated: 235/235 Average waiting ticks: 381.71 Longest waiting passenger: P14->4G(RIGHT) Longest waiting ticks: 802 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 31 Regions dissolved: 3 Repeated reconstructions avoided: 31 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 0 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1605 Maximum occupied tiles: 13 Seat events: 114 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 56 RIGHT AISLE ----------- Total moves: 1759 Maximum occupied tiles: 13 Seat events: 121 Single-blocker events: 28 Multiple-blocker events: 11 Temporary aisle reoccupations: 53 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 129 Reservations granted: 129 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4378 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5526 Total stationary ticks: 93373 Seat-event requests: 249 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 592 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 592 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 60 MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT ============================================================ Date/Time: 2026-07-17 12:54:19 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 2 Scenario seed: -5861873949581201790 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 461.78 Longest waiting passenger: P176->13G(RIGHT) Longest waiting ticks: 940 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2124 Maximum occupied tiles: 12 Seat events: 140 Single-blocker events: 52 Multiple-blocker events: 12 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2238 Maximum occupied tiles: 13 Seat events: 142 Single-blocker events: 33 Multiple-blocker events: 24 Temporary aisle reoccupations: 81 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 99 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5604 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6986 Total stationary ticks: 134989 Seat-event requests: 296 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 657 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 657 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 60 MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT ============================================================ Date/Time: 2026-07-17 12:54:19 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 2 Scenario seed: -5861873949581201790 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 461.78 Longest waiting passenger: P176->13G(RIGHT) Longest waiting ticks: 940 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2124 Maximum occupied tiles: 12 Seat events: 140 Single-blocker events: 52 Multiple-blocker events: 12 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2238 Maximum occupied tiles: 13 Seat events: 142 Single-blocker events: 33 Multiple-blocker events: 24 Temporary aisle reoccupations: 81 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 99 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5604 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6986 Total stationary ticks: 134989 Seat-event requests: 296 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 657 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 657 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 60 MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT ============================================================ Date/Time: 2026-07-17 12:54:19 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 3 Scenario seed: 6413959567787430862 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 99.72% OUTCOME ------- Status: SUCCESS Completed ticks: 1255 Passengers seated: 353/353 Average waiting ticks: 584.28 Longest waiting passenger: P110->21D(LEFT) Longest waiting ticks: 1200 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 51 Regions dissolved: 4 Repeated reconstructions avoided: 51 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=11 Confirmation deferral ticks: 5 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3168 Maximum occupied tiles: 14 Seat events: 177 Single-blocker events: 45 Multiple-blocker events: 29 Temporary aisle reoccupations: 109 RIGHT AISLE ----------- Total moves: 3052 Maximum occupied tiles: 13 Seat events: 176 Single-blocker events: 53 Multiple-blocker events: 27 Temporary aisle reoccupations: 112 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 159 Reservations granted: 157 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8069 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9772 Total stationary ticks: 213222 Seat-event requests: 381 Failed seat-event starts: 28 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 782 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 28 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 782 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 60 MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT ============================================================ Date/Time: 2026-07-17 12:54:19 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 3 Scenario seed: 6413959567787430862 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 99.72% OUTCOME ------- Status: SUCCESS Completed ticks: 1255 Passengers seated: 353/353 Average waiting ticks: 584.23 Longest waiting passenger: P110->21D(LEFT) Longest waiting ticks: 1200 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 51 Regions dissolved: 4 Repeated reconstructions avoided: 51 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=11 Confirmation deferral ticks: 5 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3168 Maximum occupied tiles: 14 Seat events: 177 Single-blocker events: 45 Multiple-blocker events: 29 Temporary aisle reoccupations: 109 RIGHT AISLE ----------- Total moves: 3052 Maximum occupied tiles: 13 Seat events: 176 Single-blocker events: 53 Multiple-blocker events: 27 Temporary aisle reoccupations: 112 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 159 Reservations granted: 157 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8079 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9784 Total stationary ticks: 213224 Seat-event requests: 381 Failed seat-event starts: 28 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 775 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 28 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 775 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 60 MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT ============================================================ Date/Time: 2026-07-17 12:54:19 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 4 Scenario seed: -6874954252876456991 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2294 Passengers seated: 169/235 Average waiting ticks: 811.85 Longest waiting passenger: P2->16C(RIGHT) Longest waiting ticks: 2294 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 4 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1889 Regions dissolved: 0 Repeated reconstructions avoided: 1889 Largest region lifetime: 1890 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1890:occupied=4 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1887 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1607 Maximum occupied tiles: 13 Seat events: 113 Single-blocker events: 31 Multiple-blocker events: 9 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 914 Maximum occupied tiles: 12 Seat events: 56 Single-blocker events: 9 Multiple-blocker events: 1 Temporary aisle reoccupations: 11 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1981 Reservations granted: 1976 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 57 Remaining moving in aisle: 6 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 11640 Longest unresolved passenger ID: 2 Longest unresolved row: 16 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 109 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 6 Total blocked ticks: 20936 Total stationary ticks: 204785 Seat-event requests: 2064 Failed seat-event starts: 1895 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 169 Critical blocker identity: P169->4C(RIGHT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 9 Unresolved outside passengers: 57 Unresolved internal passengers outside critical tree: 5 Critical blocker tree: P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT) P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1895 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 5|6|7 Critical blocker unavailable yield tiles: 7 Critical blocker yield-tile occupants: 165 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1895 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 388 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P53->8E(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 5|6|7 Current unavailable yield tiles: 7 Current yield-tile occupants: 165 Final row-event chain: 169|165|53 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 60 MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT ============================================================ Date/Time: 2026-07-17 12:54:19 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 4 Scenario seed: -6874954252876456991 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2294 Passengers seated: 169/235 Average waiting ticks: 811.85 Longest waiting passenger: P2->16C(RIGHT) Longest waiting ticks: 2294 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 4 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1889 Regions dissolved: 0 Repeated reconstructions avoided: 1889 Largest region lifetime: 1890 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1890:occupied=4 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1887 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1607 Maximum occupied tiles: 13 Seat events: 113 Single-blocker events: 31 Multiple-blocker events: 9 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 914 Maximum occupied tiles: 12 Seat events: 56 Single-blocker events: 9 Multiple-blocker events: 1 Temporary aisle reoccupations: 11 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1981 Reservations granted: 1976 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 57 Remaining moving in aisle: 6 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 11640 Longest unresolved passenger ID: 2 Longest unresolved row: 16 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 109 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 6 Total blocked ticks: 20922 Total stationary ticks: 204781 Seat-event requests: 2064 Failed seat-event starts: 1895 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 169 Critical blocker identity: P169->4C(RIGHT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 9 Unresolved outside passengers: 57 Unresolved internal passengers outside critical tree: 5 Critical blocker tree: P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT) P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1895 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 5|6|7 Critical blocker unavailable yield tiles: 7 Critical blocker yield-tile occupants: 165 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1895 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 380 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P53->8E(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 5|6|7 Current unavailable yield tiles: 7 Current yield-tile occupants: 165 Final row-event chain: 169|165|53 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 60 MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT ============================================================ Date/Time: 2026-07-17 12:54:19 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 5 Scenario seed: -3861213001347413166 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1037 Passengers seated: 282/282 Average waiting ticks: 463.27 Longest waiting passenger: P14->18D(LEFT) Longest waiting ticks: 988 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2266 Maximum occupied tiles: 13 Seat events: 148 Single-blocker events: 41 Multiple-blocker events: 16 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 2110 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 45 Multiple-blocker events: 14 Temporary aisle reoccupations: 73 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 95 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5619 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6814 Total stationary ticks: 135338 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 584 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 584 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 60 MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT ============================================================ Date/Time: 2026-07-17 12:54:19 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 5 Scenario seed: -3861213001347413166 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1037 Passengers seated: 282/282 Average waiting ticks: 463.27 Longest waiting passenger: P14->18D(LEFT) Longest waiting ticks: 988 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2266 Maximum occupied tiles: 13 Seat events: 148 Single-blocker events: 41 Multiple-blocker events: 16 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 2110 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 45 Multiple-blocker events: 14 Temporary aisle reoccupations: 73 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 95 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5619 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6814 Total stationary ticks: 135338 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 584 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 584 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 60 MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT ============================================================ Date/Time: 2026-07-17 12:54:19 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 6 Scenario seed: 5232186905524502075 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 94.47% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2349 Passengers seated: 226/235 Average waiting ticks: 412.04 Longest waiting passenger: P148->22D(RIGHT) Longest waiting ticks: 2308 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 10 Cluster candidates evaluated: 3 Executable cluster candidates: 1 Rejected cluster candidates: 2 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 9 Selected release potential total: 5 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1602 Regions dissolved: 2 Repeated reconstructions avoided: 1602 Largest region lifetime: 1574 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1574:occupied=9 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1520 State changes reopening evaluation: 9 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1534 Maximum occupied tiles: 11 Seat events: 111 Single-blocker events: 33 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1850 Maximum occupied tiles: 13 Seat events: 115 Single-blocker events: 25 Multiple-blocker events: 11 Temporary aisle reoccupations: 49 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1668 Reservations granted: 1665 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 7 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 11128 Longest unresolved passenger ID: 198 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 7 Longest dependency chain: P102(27G/RIGHT) -> P111(26C/RIGHT) -> P180(26D/RIGHT) -> P228(28H/RIGHT) -> P123(29E/RIGHT) -> P198(30F/RIGHT) -> P69(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 102 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 7 Total blocked ticks: 18631 Total stationary ticks: 110660 Seat-event requests: 1780 Failed seat-event starts: 1554 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 69 Critical blocker identity: P69->29C(RIGHT) Direct fan-out: 1 Total indirect descendants: 6 Critical tree size including blocker: 7 Critical tree depth: 7 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 9 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P69(29C/RIGHT/WAITING_FOR_SEAT_EVENT) P198(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P123(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P228(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P180(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P111(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P102(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1519 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1519 Rear-boundary failures: 35 Middle-bank reservation failures: 3 Active-event deferrals: 539 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1782\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1522\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 60 MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT ============================================================ Date/Time: 2026-07-17 12:54:19 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 6 Scenario seed: 5232186905524502075 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 94.47% OUTCOME ------- Status: SUCCESS Completed ticks: 892 Passengers seated: 235/235 Average waiting ticks: 399.84 Longest waiting passenger: P204->17E(RIGHT) Longest waiting ticks: 844 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 6 Selected release potential total: 5 Last cluster decision: RIGHT:tiles8-13:occupied=6:anchor=P172:selected=P162:directReleases=0:releasePotential=5 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 29 Regions dissolved: 2 Repeated reconstructions avoided: 29 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1534 Maximum occupied tiles: 11 Seat events: 111 Single-blocker events: 33 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1872 Maximum occupied tiles: 11 Seat events: 124 Single-blocker events: 28 Multiple-blocker events: 15 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 134 Reservations granted: 131 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3993 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4927 Total stationary ticks: 97124 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 507 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 507 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 60 MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT ============================================================ Date/Time: 2026-07-17 12:54:19 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 7 Scenario seed: -6941493034642023543 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 95.75% OUTCOME ------- Status: SUCCESS Completed ticks: 1320 Passengers seated: 353/353 Average waiting ticks: 603.76 Longest waiting passenger: P99->23G(LEFT) Longest waiting ticks: 1270 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3201 Maximum occupied tiles: 15 Seat events: 184 Single-blocker events: 48 Multiple-blocker events: 27 Temporary aisle reoccupations: 104 RIGHT AISLE ----------- Total moves: 2947 Maximum occupied tiles: 13 Seat events: 169 Single-blocker events: 50 Multiple-blocker events: 21 Temporary aisle reoccupations: 95 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 152 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6822 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8389 Total stationary ticks: 218685 Seat-event requests: 375 Failed seat-event starts: 22 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 864 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 22 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 864 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 60 MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT ============================================================ Date/Time: 2026-07-17 12:54:19 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 7 Scenario seed: -6941493034642023543 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 95.75% OUTCOME ------- Status: SUCCESS Completed ticks: 1320 Passengers seated: 353/353 Average waiting ticks: 603.79 Longest waiting passenger: P99->23G(LEFT) Longest waiting ticks: 1270 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3201 Maximum occupied tiles: 15 Seat events: 184 Single-blocker events: 48 Multiple-blocker events: 27 Temporary aisle reoccupations: 104 RIGHT AISLE ----------- Total moves: 2947 Maximum occupied tiles: 13 Seat events: 169 Single-blocker events: 50 Multiple-blocker events: 21 Temporary aisle reoccupations: 95 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 152 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6817 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8387 Total stationary ticks: 218684 Seat-event requests: 374 Failed seat-event starts: 21 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 871 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 21 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 871 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 374\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 60 MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT ============================================================ Date/Time: 2026-07-17 12:54:19 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 8 Scenario seed: -8554465769121675260 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 861 Passengers seated: 235/235 Average waiting ticks: 382.57 Longest waiting passenger: P23->28C(RIGHT) Longest waiting ticks: 816 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1693 Maximum occupied tiles: 14 Seat events: 114 Single-blocker events: 26 Multiple-blocker events: 13 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 1699 Maximum occupied tiles: 12 Seat events: 121 Single-blocker events: 35 Multiple-blocker events: 11 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 125 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4487 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5649 Total stationary ticks: 93738 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 539 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 539 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 60 MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT ============================================================ Date/Time: 2026-07-17 12:54:19 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 8 Scenario seed: -8554465769121675260 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 861 Passengers seated: 235/235 Average waiting ticks: 382.62 Longest waiting passenger: P23->28C(RIGHT) Longest waiting ticks: 816 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1693 Maximum occupied tiles: 14 Seat events: 114 Single-blocker events: 26 Multiple-blocker events: 13 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 1699 Maximum occupied tiles: 12 Seat events: 121 Single-blocker events: 35 Multiple-blocker events: 11 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 125 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4472 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5637 Total stationary ticks: 93736 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 542 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 542 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 60 MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT ============================================================ Date/Time: 2026-07-17 12:54:19 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 9 Scenario seed: 5225839747377591732 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1015 Passengers seated: 282/282 Average waiting ticks: 466.34 Longest waiting passenger: P68->23A(LEFT) Longest waiting ticks: 960 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2100 Maximum occupied tiles: 11 Seat events: 144 Single-blocker events: 44 Multiple-blocker events: 12 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 2256 Maximum occupied tiles: 12 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 13 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 102 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5299 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6604 Total stationary ticks: 135920 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 691 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 691 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 60 MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT ============================================================ Date/Time: 2026-07-17 12:54:19 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 9 Scenario seed: 5225839747377591732 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1015 Passengers seated: 282/282 Average waiting ticks: 466.34 Longest waiting passenger: P68->23A(LEFT) Longest waiting ticks: 960 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2100 Maximum occupied tiles: 11 Seat events: 144 Single-blocker events: 44 Multiple-blocker events: 12 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 2256 Maximum occupied tiles: 12 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 13 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 102 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5299 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6604 Total stationary ticks: 135920 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 691 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 691 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 60 MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT ============================================================ Date/Time: 2026-07-17 12:54:19 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 10 Scenario seed: 1939935009979591158 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2369 Passengers seated: 232/235 Average waiting ticks: 394.61 Longest waiting passenger: P8->28F(LEFT) Longest waiting ticks: 2299 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1636 Regions dissolved: 2 Repeated reconstructions avoided: 1636 Largest region lifetime: 1601 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1601:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1584 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 12 Seat events: 110 Single-blocker events: 30 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1757 Maximum occupied tiles: 11 Seat events: 122 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1714 Reservations granted: 1714 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 2 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4339 Longest unresolved passenger ID: 15 Longest unresolved row: 28 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 121 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 2 Total blocked ticks: 10065 Total stationary ticks: 99506 Seat-event requests: 1830 Failed seat-event starts: 1598 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 8 Critical blocker identity: P8->28F(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P8(28F/LEFT/WAITING_FOR_SEAT_EVENT) P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1587 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 3 Critical blocker required yield tiles: 29|30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 11 Rear-boundary failures: 1587 Middle-bank reservation failures: 0 Active-event deferrals: 484 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 29|30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 60 MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT ============================================================ Date/Time: 2026-07-17 12:54:19 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 10 Scenario seed: 1939935009979591158 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2369 Passengers seated: 232/235 Average waiting ticks: 394.60 Longest waiting passenger: P8->28F(LEFT) Longest waiting ticks: 2299 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1636 Regions dissolved: 2 Repeated reconstructions avoided: 1636 Largest region lifetime: 1601 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1601:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1584 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 12 Seat events: 110 Single-blocker events: 30 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1757 Maximum occupied tiles: 11 Seat events: 122 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1714 Reservations granted: 1714 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 2 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4349 Longest unresolved passenger ID: 15 Longest unresolved row: 28 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 121 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 2 Total blocked ticks: 10071 Total stationary ticks: 99508 Seat-event requests: 1830 Failed seat-event starts: 1598 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 8 Critical blocker identity: P8->28F(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P8(28F/LEFT/WAITING_FOR_SEAT_EVENT) P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1587 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 3 Critical blocker required yield tiles: 29|30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 11 Rear-boundary failures: 1587 Middle-bank reservation failures: 0 Active-event deferrals: 485 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 29|30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 60 MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT ============================================================ Date/Time: 2026-07-17 12:54:19 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 11 Scenario seed: 1252229027809620306 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 97.45% OUTCOME ------- Status: SUCCESS Completed ticks: 1280 Passengers seated: 353/353 Average waiting ticks: 583.29 Longest waiting passenger: P34->24D(LEFT) Longest waiting ticks: 1216 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3262 Maximum occupied tiles: 13 Seat events: 181 Single-blocker events: 47 Multiple-blocker events: 22 Temporary aisle reoccupations: 97 RIGHT AISLE ----------- Total moves: 2896 Maximum occupied tiles: 14 Seat events: 172 Single-blocker events: 43 Multiple-blocker events: 26 Temporary aisle reoccupations: 100 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 149 Reservations granted: 149 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8010 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9374 Total stationary ticks: 212715 Seat-event requests: 371 Failed seat-event starts: 18 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 643 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 18 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 643 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 60 MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT ============================================================ Date/Time: 2026-07-17 12:54:19 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 11 Scenario seed: 1252229027809620306 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 97.45% OUTCOME ------- Status: SUCCESS Completed ticks: 1280 Passengers seated: 353/353 Average waiting ticks: 583.32 Longest waiting passenger: P34->24D(LEFT) Longest waiting ticks: 1216 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3262 Maximum occupied tiles: 13 Seat events: 181 Single-blocker events: 47 Multiple-blocker events: 22 Temporary aisle reoccupations: 97 RIGHT AISLE ----------- Total moves: 2896 Maximum occupied tiles: 14 Seat events: 172 Single-blocker events: 43 Multiple-blocker events: 26 Temporary aisle reoccupations: 100 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 149 Reservations granted: 149 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7975 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9381 Total stationary ticks: 212716 Seat-event requests: 371 Failed seat-event starts: 18 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 654 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 18 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 654 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 60 MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT ============================================================ Date/Time: 2026-07-17 12:54:20 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 12 Scenario seed: 8187627317652047108 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 93.62% OUTCOME ------- Status: SUCCESS Completed ticks: 880 Passengers seated: 235/235 Average waiting ticks: 383.92 Longest waiting passenger: P3->11G(RIGHT) Longest waiting ticks: 827 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 29 Regions dissolved: 1 Repeated reconstructions avoided: 29 Largest region lifetime: 30 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=30 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 13 Seat events: 110 Single-blocker events: 28 Multiple-blocker events: 7 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1738 Maximum occupied tiles: 12 Seat events: 125 Single-blocker events: 35 Multiple-blocker events: 14 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 135 Reservations granted: 125 Reservations denied/waited: 10 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4421 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5748 Total stationary ticks: 94039 Seat-event requests: 241 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 646 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 10 Active-event deferrals: 646 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 60 MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT ============================================================ Date/Time: 2026-07-17 12:54:20 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 12 Scenario seed: 8187627317652047108 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 93.62% OUTCOME ------- Status: SUCCESS Completed ticks: 880 Passengers seated: 235/235 Average waiting ticks: 384.07 Longest waiting passenger: P3->11G(RIGHT) Longest waiting ticks: 827 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 29 Regions dissolved: 1 Repeated reconstructions avoided: 29 Largest region lifetime: 30 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=30 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 13 Seat events: 110 Single-blocker events: 28 Multiple-blocker events: 7 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1738 Maximum occupied tiles: 12 Seat events: 125 Single-blocker events: 35 Multiple-blocker events: 14 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 133 Reservations granted: 125 Reservations denied/waited: 8 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4381 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5693 Total stationary ticks: 94024 Seat-event requests: 241 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 645 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 8 Active-event deferrals: 645 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 60 MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT ============================================================ Date/Time: 2026-07-17 12:54:20 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 13 Scenario seed: 6351835860743924132 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 65.96% Aisle-assignment balance: 95.04% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2516 Passengers seated: 277/282 Average waiting ticks: 479.16 Longest waiting passenger: P279->31A(LEFT) Longest waiting ticks: 2446 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 0 Rejected cluster candidates: 1 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 5 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1515 Regions dissolved: 0 Repeated reconstructions avoided: 1515 Largest region lifetime: 1516 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1516:occupied=5 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1499 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2303 Maximum occupied tiles: 15 Seat events: 143 Single-blocker events: 44 Multiple-blocker events: 16 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2058 Maximum occupied tiles: 13 Seat events: 134 Single-blocker events: 36 Multiple-blocker events: 13 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 96 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5609 Longest unresolved passenger ID: 117 Longest unresolved row: 32 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 226 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14637 Total stationary ticks: 144501 Seat-event requests: 1814 Failed seat-event starts: 1537 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 111 Critical blocker identity: P111->28A(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P111(28A/LEFT/WAITING_FOR_SEAT_EVENT) P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1513 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 29|30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 117 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1513 Rear-boundary failures: 24 Middle-bank reservation failures: 1 Active-event deferrals: 702 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P279->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=925,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 29|30 Current unavailable yield tiles: 30 Current yield-tile occupants: 117 Final row-event chain: 111|117|279 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 60 MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT ============================================================ Date/Time: 2026-07-17 12:54:20 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 13 Scenario seed: 6351835860743924132 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 65.96% Aisle-assignment balance: 95.04% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2516 Passengers seated: 277/282 Average waiting ticks: 479.23 Longest waiting passenger: P279->31A(LEFT) Longest waiting ticks: 2446 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 0 Rejected cluster candidates: 1 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 5 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1515 Regions dissolved: 0 Repeated reconstructions avoided: 1515 Largest region lifetime: 1516 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1516:occupied=5 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1499 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2303 Maximum occupied tiles: 15 Seat events: 143 Single-blocker events: 44 Multiple-blocker events: 16 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2058 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 36 Multiple-blocker events: 13 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 96 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5567 Longest unresolved passenger ID: 117 Longest unresolved row: 32 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 226 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14536 Total stationary ticks: 144436 Seat-event requests: 1814 Failed seat-event starts: 1537 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 111 Critical blocker identity: P111->28A(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P111(28A/LEFT/WAITING_FOR_SEAT_EVENT) P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1513 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 29|30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 117 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1513 Rear-boundary failures: 24 Middle-bank reservation failures: 1 Active-event deferrals: 689 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P279->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=933,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 29|30 Current unavailable yield tiles: 30 Current yield-tile occupants: 117 Final row-event chain: 111|117|279 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 60 MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT ============================================================ Date/Time: 2026-07-17 12:54:20 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 14 Scenario seed: -8658915343845013000 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 995 Passengers seated: 282/282 Average waiting ticks: 460.22 Longest waiting passenger: P218->6F(RIGHT) Longest waiting ticks: 951 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2250 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 38 Multiple-blocker events: 11 Temporary aisle reoccupations: 60 RIGHT AISLE ----------- Total moves: 2145 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 42 Multiple-blocker events: 17 Temporary aisle reoccupations: 76 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 98 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5688 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7053 Total stationary ticks: 134674 Seat-event requests: 287 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 657 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 657 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 60 MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT ============================================================ Date/Time: 2026-07-17 12:54:20 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 14 Scenario seed: -8658915343845013000 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 995 Passengers seated: 282/282 Average waiting ticks: 460.18 Longest waiting passenger: P218->6F(RIGHT) Longest waiting ticks: 951 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2250 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 38 Multiple-blocker events: 11 Temporary aisle reoccupations: 60 RIGHT AISLE ----------- Total moves: 2145 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 42 Multiple-blocker events: 17 Temporary aisle reoccupations: 76 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 98 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5713 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7065 Total stationary ticks: 134676 Seat-event requests: 287 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 656 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 656 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 60 MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT ============================================================ Date/Time: 2026-07-17 12:54:20 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 15 Scenario seed: 5673179910411321410 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 462.27 Longest waiting passenger: P21->16E(RIGHT) Longest waiting ticks: 953 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2199 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 41 Multiple-blocker events: 20 Temporary aisle reoccupations: 81 RIGHT AISLE ----------- Total moves: 2185 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 39 Multiple-blocker events: 16 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 96 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5393 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6898 Total stationary ticks: 134958 Seat-event requests: 301 Failed seat-event starts: 19 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 714 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 19 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 714 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 60 MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT ============================================================ Date/Time: 2026-07-17 12:54:20 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 15 Scenario seed: 5673179910411321410 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 462.25 Longest waiting passenger: P21->16E(RIGHT) Longest waiting ticks: 953 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2199 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 41 Multiple-blocker events: 20 Temporary aisle reoccupations: 81 RIGHT AISLE ----------- Total moves: 2185 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 39 Multiple-blocker events: 16 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 96 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5398 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6898 Total stationary ticks: 134958 Seat-event requests: 301 Failed seat-event starts: 19 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 709 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 19 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 709 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 60 MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT ============================================================ Date/Time: 2026-07-17 12:54:20 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 16 Scenario seed: 6658752785952583458 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1052 Passengers seated: 282/282 Average waiting ticks: 468.96 Longest waiting passenger: P181->4E(LEFT) Longest waiting ticks: 999 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 14 Regions dissolved: 1 Repeated reconstructions avoided: 14 Largest region lifetime: 15 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=15 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2277 Maximum occupied tiles: 12 Seat events: 148 Single-blocker events: 45 Multiple-blocker events: 21 Temporary aisle reoccupations: 87 RIGHT AISLE ----------- Total moves: 2045 Maximum occupied tiles: 11 Seat events: 134 Single-blocker events: 34 Multiple-blocker events: 11 Temporary aisle reoccupations: 56 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 97 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5574 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6661 Total stationary ticks: 136880 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 528 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 528 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 60 MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT ============================================================ Date/Time: 2026-07-17 12:54:20 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 16 Scenario seed: 6658752785952583458 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1052 Passengers seated: 282/282 Average waiting ticks: 468.97 Longest waiting passenger: P181->4E(LEFT) Longest waiting ticks: 999 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 14 Regions dissolved: 1 Repeated reconstructions avoided: 14 Largest region lifetime: 15 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=15 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2277 Maximum occupied tiles: 12 Seat events: 148 Single-blocker events: 45 Multiple-blocker events: 21 Temporary aisle reoccupations: 87 RIGHT AISLE ----------- Total moves: 2045 Maximum occupied tiles: 11 Seat events: 134 Single-blocker events: 34 Multiple-blocker events: 11 Temporary aisle reoccupations: 56 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 97 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5574 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6655 Total stationary ticks: 136878 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 527 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 527 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 60 MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT ============================================================ Date/Time: 2026-07-17 12:54:20 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 17 Scenario seed: -218671498343752214 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.16% OUTCOME ------- Status: SUCCESS Completed ticks: 1029 Passengers seated: 282/282 Average waiting ticks: 464.66 Longest waiting passenger: P242->27G(RIGHT) Longest waiting ticks: 976 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 4 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 22 Regions dissolved: 2 Repeated reconstructions avoided: 22 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2178 Maximum occupied tiles: 12 Seat events: 137 Single-blocker events: 44 Multiple-blocker events: 14 Temporary aisle reoccupations: 72 RIGHT AISLE ----------- Total moves: 2204 Maximum occupied tiles: 12 Seat events: 145 Single-blocker events: 38 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 96 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5622 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6765 Total stationary ticks: 135723 Seat-event requests: 299 Failed seat-event starts: 17 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 557 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 17 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 557 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 60 MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT ============================================================ Date/Time: 2026-07-17 12:54:20 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 17 Scenario seed: -218671498343752214 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.16% OUTCOME ------- Status: SUCCESS Completed ticks: 1029 Passengers seated: 282/282 Average waiting ticks: 464.69 Longest waiting passenger: P242->27G(RIGHT) Longest waiting ticks: 976 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 4 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 22 Regions dissolved: 2 Repeated reconstructions avoided: 22 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2178 Maximum occupied tiles: 12 Seat events: 137 Single-blocker events: 44 Multiple-blocker events: 14 Temporary aisle reoccupations: 72 RIGHT AISLE ----------- Total moves: 2204 Maximum occupied tiles: 12 Seat events: 145 Single-blocker events: 38 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 96 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5612 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6786 Total stationary ticks: 135730 Seat-event requests: 299 Failed seat-event starts: 17 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 574 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 17 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 574 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 60 MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT ============================================================ Date/Time: 2026-07-17 12:54:20 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 18 Scenario seed: -8332752414533420411 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.34% Aisle-assignment balance: 99.15% OUTCOME ------- Status: SUCCESS Completed ticks: 1259 Passengers seated: 353/353 Average waiting ticks: 593.34 Longest waiting passenger: P150->11H(RIGHT) Longest waiting ticks: 1209 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3172 Maximum occupied tiles: 16 Seat events: 175 Single-blocker events: 42 Multiple-blocker events: 24 Temporary aisle reoccupations: 95 RIGHT AISLE ----------- Total moves: 2985 Maximum occupied tiles: 13 Seat events: 178 Single-blocker events: 55 Multiple-blocker events: 26 Temporary aisle reoccupations: 113 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 148 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7954 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9621 Total stationary ticks: 216298 Seat-event requests: 380 Failed seat-event starts: 27 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 784 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 27 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 784 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 60 MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT ============================================================ Date/Time: 2026-07-17 12:54:20 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 18 Scenario seed: -8332752414533420411 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.34% Aisle-assignment balance: 99.15% OUTCOME ------- Status: SUCCESS Completed ticks: 1259 Passengers seated: 353/353 Average waiting ticks: 593.34 Longest waiting passenger: P150->11H(RIGHT) Longest waiting ticks: 1209 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3172 Maximum occupied tiles: 16 Seat events: 175 Single-blocker events: 42 Multiple-blocker events: 24 Temporary aisle reoccupations: 95 RIGHT AISLE ----------- Total moves: 2985 Maximum occupied tiles: 13 Seat events: 178 Single-blocker events: 55 Multiple-blocker events: 26 Temporary aisle reoccupations: 113 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 148 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7954 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9621 Total stationary ticks: 216298 Seat-event requests: 380 Failed seat-event starts: 27 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 784 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 27 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 784 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 60 MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT ============================================================ Date/Time: 2026-07-17 12:54:20 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 19 Scenario seed: 5866349045608257533 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2347 Passengers seated: 230/235 Average waiting ticks: 400.83 Longest waiting passenger: P105->29D(RIGHT) Longest waiting ticks: 2279 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 6 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 6 Selected release potential total: 9 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1613 Regions dissolved: 2 Repeated reconstructions avoided: 1613 Largest region lifetime: 1570 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1570:occupied=5 Confirmation deferral ticks: 6 Regions reaching confirmation: 3 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1549 State changes reopening evaluation: 3 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1684 Maximum occupied tiles: 13 Seat events: 120 Single-blocker events: 26 Multiple-blocker events: 20 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 1708 Maximum occupied tiles: 12 Seat events: 110 Single-blocker events: 29 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1708 Reservations granted: 1708 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 4 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 6675 Longest unresolved passenger ID: 128 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 5 Longest dependency chain: P170(27E/RIGHT) -> P33(30G/RIGHT) -> P155(28G/RIGHT) -> P128(30F/RIGHT) -> P105(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 170 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 4 Total blocked ticks: 13109 Total stationary ticks: 103859 Seat-event requests: 1828 Failed seat-event starts: 1598 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 105 Critical blocker identity: P105->29D(RIGHT) Direct fan-out: 1 Total indirect descendants: 4 Critical tree size including blocker: 5 Critical tree depth: 5 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P105(29D/RIGHT/WAITING_FOR_SEAT_EVENT) P128(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P155(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P33(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P170(27E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1569 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 29 Rear-boundary failures: 1569 Middle-bank reservation failures: 0 Active-event deferrals: 562 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1826\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 60 MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT ============================================================ Date/Time: 2026-07-17 12:54:20 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 19 Scenario seed: 5866349045608257533 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 845 Passengers seated: 235/235 Average waiting ticks: 394.17 Longest waiting passenger: P133->5B(LEFT) Longest waiting ticks: 814 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 4 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 6 Selected release potential total: 9 Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P15:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 44 Regions dissolved: 2 Repeated reconstructions avoided: 44 Largest region lifetime: 34 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=12 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1684 Maximum occupied tiles: 13 Seat events: 120 Single-blocker events: 26 Multiple-blocker events: 20 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 1717 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 30 Multiple-blocker events: 13 Temporary aisle reoccupations: 58 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 142 Reservations granted: 142 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4251 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5354 Total stationary ticks: 96093 Seat-event requests: 264 Failed seat-event starts: 29 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 557 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 29 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 557 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 262\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 60 MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT ============================================================ Date/Time: 2026-07-17 12:54:20 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 20 Scenario seed: 3658999535626094423 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: SUCCESS Completed ticks: 845 Passengers seated: 235/235 Average waiting ticks: 383.63 Longest waiting passenger: P59->4F(RIGHT) Longest waiting ticks: 835 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 25 Regions dissolved: 2 Repeated reconstructions avoided: 25 Largest region lifetime: 19 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=19 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1732 Maximum occupied tiles: 11 Seat events: 113 Single-blocker events: 37 Multiple-blocker events: 8 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1701 Maximum occupied tiles: 13 Seat events: 122 Single-blocker events: 27 Multiple-blocker events: 16 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 127 Reservations granted: 127 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4587 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5751 Total stationary ticks: 94043 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 587 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 587 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 60 MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT ============================================================ Date/Time: 2026-07-17 12:54:20 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 20 Scenario seed: 3658999535626094423 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: SUCCESS Completed ticks: 845 Passengers seated: 235/235 Average waiting ticks: 383.62 Longest waiting passenger: P59->4F(RIGHT) Longest waiting ticks: 835 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 25 Regions dissolved: 2 Repeated reconstructions avoided: 25 Largest region lifetime: 19 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=19 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1732 Maximum occupied tiles: 11 Seat events: 113 Single-blocker events: 37 Multiple-blocker events: 8 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1701 Maximum occupied tiles: 13 Seat events: 122 Single-blocker events: 27 Multiple-blocker events: 16 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 127 Reservations granted: 127 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4592 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5750 Total stationary ticks: 94042 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 583 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 583 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 60 MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT ============================================================ Date/Time: 2026-07-17 12:54:20 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 21 Scenario seed: 1778985705851435071 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1007 Passengers seated: 282/282 Average waiting ticks: 462.32 Longest waiting passenger: P199->4E(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 3 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 8 Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 49 Regions dissolved: 2 Repeated reconstructions avoided: 49 Largest region lifetime: 35 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=35 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2228 Maximum occupied tiles: 13 Seat events: 144 Single-blocker events: 35 Multiple-blocker events: 10 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 2144 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 37 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 103 Reservations granted: 103 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5798 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7265 Total stationary ticks: 135403 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 719 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 719 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 60 MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT ============================================================ Date/Time: 2026-07-17 12:54:20 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 21 Scenario seed: 1778985705851435071 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1007 Passengers seated: 282/282 Average waiting ticks: 462.32 Longest waiting passenger: P199->4E(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 3 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 8 Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 49 Regions dissolved: 2 Repeated reconstructions avoided: 49 Largest region lifetime: 35 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=35 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2228 Maximum occupied tiles: 13 Seat events: 144 Single-blocker events: 35 Multiple-blocker events: 10 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 2144 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 37 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 103 Reservations granted: 103 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5798 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7265 Total stationary ticks: 135403 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 719 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 719 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 60 MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT ============================================================ Date/Time: 2026-07-17 12:54:20 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 22 Scenario seed: 4203521108576778203 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.14% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2482 Passengers seated: 270/282 Average waiting ticks: 472.84 Longest waiting passenger: P277->30F(LEFT) Longest waiting ticks: 2442 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 13 Cluster candidates evaluated: 14 Executable cluster candidates: 1 Rejected cluster candidates: 13 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 12 Selected release potential total: 2 Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1645 Regions dissolved: 1 Repeated reconstructions avoided: 1645 Largest region lifetime: 1638 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1638:occupied=12 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1562 State changes reopening evaluation: 12 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2166 Maximum occupied tiles: 17 Seat events: 132 Single-blocker events: 38 Multiple-blocker events: 13 Temporary aisle reoccupations: 64 RIGHT AISLE ----------- Total moves: 2158 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 18 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1758 Reservations granted: 1751 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 10 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 16258 Longest unresolved passenger ID: 48 Longest unresolved row: 31 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 11 Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 75 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 10 Total blocked ticks: 26140 Total stationary ticks: 153459 Seat-event requests: 1940 Failed seat-event starts: 1670 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 277 Critical blocker identity: P277->30F(LEFT) Direct fan-out: 1 Total indirect descendants: 10 Critical tree size including blocker: 11 Critical tree depth: 11 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 12 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P277(30F/LEFT/WAITING_FOR_SEAT_EVENT) P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1669 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 31|32 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: 48 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1669 Rear-boundary failures: 1 Middle-bank reservation failures: 7 Active-event deferrals: 1100 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P48->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 31|32 Current unavailable yield tiles: 31 Current yield-tile occupants: 48 Final row-event chain: 277|48 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 60 MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT ============================================================ Date/Time: 2026-07-17 12:54:20 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 22 Scenario seed: 4203521108576778203 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.14% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2482 Passengers seated: 270/282 Average waiting ticks: 472.87 Longest waiting passenger: P277->30F(LEFT) Longest waiting ticks: 2442 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 11 Cluster candidates evaluated: 12 Executable cluster candidates: 1 Rejected cluster candidates: 11 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 12 Selected release potential total: 2 Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1645 Regions dissolved: 1 Repeated reconstructions avoided: 1645 Largest region lifetime: 1638 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1638:occupied=12 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1564 State changes reopening evaluation: 10 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2166 Maximum occupied tiles: 17 Seat events: 132 Single-blocker events: 38 Multiple-blocker events: 13 Temporary aisle reoccupations: 64 RIGHT AISLE ----------- Total moves: 2158 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 18 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1758 Reservations granted: 1751 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 10 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 16243 Longest unresolved passenger ID: 48 Longest unresolved row: 31 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 11 Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 75 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 10 Total blocked ticks: 26119 Total stationary ticks: 153453 Seat-event requests: 1940 Failed seat-event starts: 1670 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 277 Critical blocker identity: P277->30F(LEFT) Direct fan-out: 1 Total indirect descendants: 10 Critical tree size including blocker: 11 Critical tree depth: 11 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 12 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P277(30F/LEFT/WAITING_FOR_SEAT_EVENT) P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1669 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 31|32 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: 48 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1669 Rear-boundary failures: 1 Middle-bank reservation failures: 7 Active-event deferrals: 1095 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P48->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 31|32 Current unavailable yield tiles: 31 Current yield-tile occupants: 48 Final row-event chain: 277|48 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 60 MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT ============================================================ Date/Time: 2026-07-17 12:54:20 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 23 Scenario seed: -3947160987031988780 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2313 Passengers seated: 230/235 Average waiting ticks: 405.99 Longest waiting passenger: P174->17F(LEFT) Longest waiting ticks: 2271 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=11 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1769 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 21 Multiple-blocker events: 9 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1662 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 30 Multiple-blocker events: 14 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1615 Reservations granted: 1615 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 6610 Longest unresolved passenger ID: 206 Longest unresolved row: 26 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 206 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 13157 Total stationary ticks: 100829 Seat-event requests: 1735 Failed seat-event starts: 1505 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 29 Critical blocker identity: P29->21A(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P29(21A/LEFT/WAITING_FOR_SEAT_EVENT) P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1505 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 3 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1505 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_SPACE_AVAILABLE Final snapshot prerequisite: YIELD_SPACE_AVAILABLE Current required blockers: 1 Current required yield tiles: 22 Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: YIELD_SPACE_AVAILABLE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 60 MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT ============================================================ Date/Time: 2026-07-17 12:54:20 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 23 Scenario seed: -3947160987031988780 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2313 Passengers seated: 230/235 Average waiting ticks: 405.99 Longest waiting passenger: P174->17F(LEFT) Longest waiting ticks: 2271 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=11 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1769 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 21 Multiple-blocker events: 9 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1662 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 30 Multiple-blocker events: 14 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1615 Reservations granted: 1615 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 6610 Longest unresolved passenger ID: 206 Longest unresolved row: 26 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 206 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 13157 Total stationary ticks: 100829 Seat-event requests: 1735 Failed seat-event starts: 1505 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 29 Critical blocker identity: P29->21A(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P29(21A/LEFT/WAITING_FOR_SEAT_EVENT) P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1505 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 3 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1505 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_SPACE_AVAILABLE Final snapshot prerequisite: YIELD_SPACE_AVAILABLE Current required blockers: 1 Current required yield tiles: 22 Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: YIELD_SPACE_AVAILABLE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 60 MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT ============================================================ Date/Time: 2026-07-17 12:54:20 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 24 Scenario seed: 4419539434258219231 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2333 Passengers seated: 233/235 Average waiting ticks: 387.31 Longest waiting passenger: P149->29D(RIGHT) Longest waiting ticks: 2259 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1678 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1737 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 24 Multiple-blocker events: 11 Temporary aisle reoccupations: 46 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1650 Reservations granted: 1646 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4313 Longest unresolved passenger ID: 20 Longest unresolved row: 29 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 20 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 8439 Total stationary ticks: 96156 Seat-event requests: 1764 Failed seat-event starts: 1531 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 149 Critical blocker identity: P149->29D(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT) P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1526 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 5 Rear-boundary failures: 1526 Middle-bank reservation failures: 4 Active-event deferrals: 545 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 60 MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT ============================================================ Date/Time: 2026-07-17 12:54:20 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 24 Scenario seed: 4419539434258219231 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2333 Passengers seated: 233/235 Average waiting ticks: 387.32 Longest waiting passenger: P149->29D(RIGHT) Longest waiting ticks: 2259 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1678 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1737 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 24 Multiple-blocker events: 11 Temporary aisle reoccupations: 46 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1650 Reservations granted: 1646 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4308 Longest unresolved passenger ID: 20 Longest unresolved row: 29 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 20 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 8438 Total stationary ticks: 96155 Seat-event requests: 1764 Failed seat-event starts: 1531 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 149 Critical blocker identity: P149->29D(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT) P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1526 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 5 Rear-boundary failures: 1526 Middle-bank reservation failures: 4 Active-event deferrals: 546 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 60 MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT ============================================================ Date/Time: 2026-07-17 12:54:20 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 25 Scenario seed: 6293055855285553556 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 94.47% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2324 Passengers seated: 225/235 Average waiting ticks: 403.89 Longest waiting passenger: P83->29H(RIGHT) Longest waiting ticks: 2280 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 11 Cluster candidates evaluated: 12 Executable cluster candidates: 1 Rejected cluster candidates: 11 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 10 Selected release potential total: 2 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1684 Regions dissolved: 1 Repeated reconstructions avoided: 1684 Largest region lifetime: 1673 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1673:occupied=10 Confirmation deferral ticks: 3 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1540 State changes reopening evaluation: 10 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1568 Maximum occupied tiles: 12 Seat events: 111 Single-blocker events: 38 Multiple-blocker events: 5 Temporary aisle reoccupations: 50 RIGHT AISLE ----------- Total moves: 1823 Maximum occupied tiles: 16 Seat events: 114 Single-blocker events: 32 Multiple-blocker events: 10 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 122 Reservations granted: 120 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 8 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 12770 Longest unresolved passenger ID: 219 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 9 Longest dependency chain: P122(28F/RIGHT) -> P197(26G/RIGHT) -> P3(24H/RIGHT) -> P109(27C/RIGHT) -> P38(26C/RIGHT) -> P207(28H/RIGHT) -> P15(30H/RIGHT) -> P219(30G/RIGHT) -> P83(29H/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 122 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 8 Total blocked ticks: 20545 Total stationary ticks: 110417 Seat-event requests: 1790 Failed seat-event starts: 1565 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 83 Critical blocker identity: P83->29H(RIGHT) Direct fan-out: 1 Total indirect descendants: 8 Critical tree size including blocker: 9 Critical tree depth: 9 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 10 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P83(29H/RIGHT/WAITING_FOR_SEAT_EVENT) P219(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P15(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P207(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P38(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P109(27C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P3(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P197(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P122(28F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1565 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 123 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1565 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 677 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[123]: P123(30D/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P123->30D(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P123{seat=30D,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=623,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 30 Current unavailable yield tiles: 30 Current yield-tile occupants: 123 Final row-event chain: 83|123 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1791\nPrecedence substitutions made: 0\nDependency chains followed: 1555\nBlocked by waiting-row occupant: 1555\nSubstituted events started: 1\nOccupied-space rejections: 1566\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 60 MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT ============================================================ Date/Time: 2026-07-17 12:54:20 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 25 Scenario seed: 6293055855285553556 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 94.47% OUTCOME ------- Status: SUCCESS Completed ticks: 891 Passengers seated: 235/235 Average waiting ticks: 391.23 Longest waiting passenger: P122->28F(RIGHT) Longest waiting ticks: 823 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles8-10:occupied=3:anchor=P58:selected=P45:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1568 Maximum occupied tiles: 12 Seat events: 111 Single-blocker events: 37 Multiple-blocker events: 6 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 1846 Maximum occupied tiles: 12 Seat events: 124 Single-blocker events: 37 Multiple-blocker events: 12 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 125 Reservations granted: 123 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4149 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5109 Total stationary ticks: 95294 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 493 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 493 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 60 MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT ============================================================ Date/Time: 2026-07-17 12:54:20 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 26 Scenario seed: -9074491549561652642 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 989 Passengers seated: 282/282 Average waiting ticks: 460.29 Longest waiting passenger: P129->11D(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2133 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 48 Multiple-blocker events: 11 Temporary aisle reoccupations: 70 RIGHT AISLE ----------- Total moves: 2221 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 42 Multiple-blocker events: 9 Temporary aisle reoccupations: 60 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 98 Reservations granted: 94 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5689 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6912 Total stationary ticks: 134633 Seat-event requests: 288 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 593 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 593 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 60 MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT ============================================================ Date/Time: 2026-07-17 12:54:20 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 26 Scenario seed: -9074491549561652642 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 989 Passengers seated: 282/282 Average waiting ticks: 460.30 Longest waiting passenger: P129->11D(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2133 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 48 Multiple-blocker events: 11 Temporary aisle reoccupations: 70 RIGHT AISLE ----------- Total moves: 2221 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 42 Multiple-blocker events: 9 Temporary aisle reoccupations: 60 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 98 Reservations granted: 94 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5694 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6912 Total stationary ticks: 134633 Seat-event requests: 288 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 595 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 595 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 60 MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT ============================================================ Date/Time: 2026-07-17 12:54:20 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 27 Scenario seed: -9036946652584501975 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2336 Passengers seated: 229/235 Average waiting ticks: 417.88 Longest waiting passenger: P71->8C(RIGHT) Longest waiting ticks: 2318 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1532 Regions dissolved: 1 Repeated reconstructions avoided: 1532 Largest region lifetime: 1521 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1521:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1518 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1681 Maximum occupied tiles: 12 Seat events: 117 Single-blocker events: 32 Multiple-blocker events: 11 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1689 Maximum occupied tiles: 11 Seat events: 112 Single-blocker events: 29 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1651 Reservations granted: 1647 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 5160 Longest unresolved passenger ID: 129 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 186 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14019 Total stationary ticks: 105901 Seat-event requests: 1762 Failed seat-event starts: 1533 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 71 Critical blocker identity: P71->8C(RIGHT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 6 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT) P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1533 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 9|10|11 Critical blocker unavailable yield tiles: 11 Critical blocker yield-tile occupants: 129 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1533 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 512 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P78->12H(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 9|10|11 Current unavailable yield tiles: 11 Current yield-tile occupants: 129 Final row-event chain: 71|129|78 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 60 MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT ============================================================ Date/Time: 2026-07-17 12:54:20 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 27 Scenario seed: -9036946652584501975 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2336 Passengers seated: 229/235 Average waiting ticks: 417.88 Longest waiting passenger: P71->8C(RIGHT) Longest waiting ticks: 2318 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1532 Regions dissolved: 1 Repeated reconstructions avoided: 1532 Largest region lifetime: 1521 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1521:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1518 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1681 Maximum occupied tiles: 12 Seat events: 117 Single-blocker events: 32 Multiple-blocker events: 11 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1689 Maximum occupied tiles: 11 Seat events: 112 Single-blocker events: 29 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1651 Reservations granted: 1647 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 5160 Longest unresolved passenger ID: 129 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 186 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14019 Total stationary ticks: 105901 Seat-event requests: 1762 Failed seat-event starts: 1533 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 71 Critical blocker identity: P71->8C(RIGHT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 6 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT) P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1533 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 9|10|11 Critical blocker unavailable yield tiles: 11 Critical blocker yield-tile occupants: 129 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1533 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 512 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P78->12H(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 9|10|11 Current unavailable yield tiles: 11 Current yield-tile occupants: 129 Final row-event chain: 71|129|78 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 60 MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT ============================================================ Date/Time: 2026-07-17 12:54:20 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 28 Scenario seed: 3854657311787069719 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 99.57% OUTCOME ------- Status: SUCCESS Completed ticks: 846 Passengers seated: 235/235 Average waiting ticks: 387.29 Longest waiting passenger: P209->24H(RIGHT) Longest waiting ticks: 791 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 17 Regions dissolved: 1 Repeated reconstructions avoided: 17 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=18 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1630 Maximum occupied tiles: 11 Seat events: 117 Single-blocker events: 29 Multiple-blocker events: 8 Temporary aisle reoccupations: 46 RIGHT AISLE ----------- Total moves: 1792 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 34 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 130 Reservations granted: 128 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4304 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5385 Total stationary ticks: 94620 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 509 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 509 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 60 MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT ============================================================ Date/Time: 2026-07-17 12:54:20 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 28 Scenario seed: 3854657311787069719 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 99.57% OUTCOME ------- Status: SUCCESS Completed ticks: 846 Passengers seated: 235/235 Average waiting ticks: 387.29 Longest waiting passenger: P209->24H(RIGHT) Longest waiting ticks: 791 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 17 Regions dissolved: 1 Repeated reconstructions avoided: 17 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=18 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1630 Maximum occupied tiles: 11 Seat events: 117 Single-blocker events: 29 Multiple-blocker events: 8 Temporary aisle reoccupations: 46 RIGHT AISLE ----------- Total moves: 1792 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 34 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 130 Reservations granted: 128 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4303 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5384 Total stationary ticks: 94620 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 509 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 509 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 60 MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT ============================================================ Date/Time: 2026-07-17 12:54:20 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 29 Scenario seed: -4567754299527007339 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 91.06% OUTCOME ------- Status: SUCCESS Completed ticks: 902 Passengers seated: 235/235 Average waiting ticks: 390.21 Longest waiting passenger: P72->10D(LEFT) Longest waiting ticks: 865 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 21 Regions dissolved: 1 Repeated reconstructions avoided: 21 Largest region lifetime: 22 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=22 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1777 Maximum occupied tiles: 11 Seat events: 128 Single-blocker events: 25 Multiple-blocker events: 19 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 1611 Maximum occupied tiles: 11 Seat events: 107 Single-blocker events: 31 Multiple-blocker events: 4 Temporary aisle reoccupations: 39 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 128 Reservations granted: 125 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4209 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5267 Total stationary ticks: 95173 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 540 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 60 MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT ============================================================ Date/Time: 2026-07-17 12:54:20 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 29 Scenario seed: -4567754299527007339 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 91.06% OUTCOME ------- Status: SUCCESS Completed ticks: 902 Passengers seated: 235/235 Average waiting ticks: 390.21 Longest waiting passenger: P72->10D(LEFT) Longest waiting ticks: 865 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 21 Regions dissolved: 1 Repeated reconstructions avoided: 21 Largest region lifetime: 22 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=22 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1777 Maximum occupied tiles: 11 Seat events: 128 Single-blocker events: 25 Multiple-blocker events: 19 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 1611 Maximum occupied tiles: 11 Seat events: 107 Single-blocker events: 31 Multiple-blocker events: 4 Temporary aisle reoccupations: 39 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 128 Reservations granted: 125 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4209 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5267 Total stationary ticks: 95173 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 540 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 60 MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT ============================================================ Date/Time: 2026-07-17 12:54:20 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 30 Scenario seed: 3367915316291643157 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 869 Passengers seated: 235/235 Average waiting ticks: 394.64 Longest waiting passenger: P74->3A(LEFT) Longest waiting ticks: 817 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1723 Maximum occupied tiles: 11 Seat events: 119 Single-blocker events: 29 Multiple-blocker events: 14 Temporary aisle reoccupations: 61 RIGHT AISLE ----------- Total moves: 1665 Maximum occupied tiles: 11 Seat events: 116 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 124 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3914 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5047 Total stationary ticks: 95938 Seat-event requests: 243 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 572 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 7 Active-event deferrals: 572 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 60 MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT ============================================================ Date/Time: 2026-07-17 12:54:20 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 30 Scenario seed: 3367915316291643157 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 869 Passengers seated: 235/235 Average waiting ticks: 394.64 Longest waiting passenger: P74->3A(LEFT) Longest waiting ticks: 817 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1723 Maximum occupied tiles: 11 Seat events: 119 Single-blocker events: 29 Multiple-blocker events: 14 Temporary aisle reoccupations: 61 RIGHT AISLE ----------- Total moves: 1665 Maximum occupied tiles: 11 Seat events: 116 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 124 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3914 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5047 Total stationary ticks: 95938 Seat-event requests: 243 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 572 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 7 Active-event deferrals: 572 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n ************************************************************ BATCH EXPERIMENT SUMMARY RESEARCH EXPERIMENT 60 MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT ************************************************************ Experiment seed: 9783790101901 Scenarios executed: 60 Successful completions: 43 Incomplete/MAX_TICKS: 17 Average completed ticks: 1391.40 Average waiting ticks: 460.32 ************************************************************ ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 61 AIRLINE POLICY ABSTRACTION READINESS AUDIT ============================================================ Date/Time: 2026-07-17 13:11:40 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 1 Scenario seed: 3055370766012738473 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 842 Passengers seated: 235/235 Average waiting ticks: 381.71 Longest waiting passenger: P14->4G(RIGHT) Longest waiting ticks: 802 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 31 Regions dissolved: 3 Repeated reconstructions avoided: 31 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 0 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1605 Maximum occupied tiles: 13 Seat events: 114 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 56 RIGHT AISLE ----------- Total moves: 1759 Maximum occupied tiles: 13 Seat events: 121 Single-blocker events: 28 Multiple-blocker events: 11 Temporary aisle reoccupations: 53 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 129 Reservations granted: 129 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4378 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5526 Total stationary ticks: 93373 Seat-event requests: 249 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 592 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 592 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 61 AIRLINE POLICY ABSTRACTION READINESS AUDIT ============================================================ Date/Time: 2026-07-17 13:11:40 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 1 Scenario seed: 3055370766012738473 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 842 Passengers seated: 235/235 Average waiting ticks: 381.71 Longest waiting passenger: P14->4G(RIGHT) Longest waiting ticks: 802 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 31 Regions dissolved: 3 Repeated reconstructions avoided: 31 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 0 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1605 Maximum occupied tiles: 13 Seat events: 114 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 56 RIGHT AISLE ----------- Total moves: 1759 Maximum occupied tiles: 13 Seat events: 121 Single-blocker events: 28 Multiple-blocker events: 11 Temporary aisle reoccupations: 53 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 129 Reservations granted: 129 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4378 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5526 Total stationary ticks: 93373 Seat-event requests: 249 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 592 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 592 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 61 AIRLINE POLICY ABSTRACTION READINESS AUDIT ============================================================ Date/Time: 2026-07-17 13:11:40 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 2 Scenario seed: -5861873949581201790 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 461.78 Longest waiting passenger: P176->13G(RIGHT) Longest waiting ticks: 940 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2124 Maximum occupied tiles: 12 Seat events: 140 Single-blocker events: 52 Multiple-blocker events: 12 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2238 Maximum occupied tiles: 13 Seat events: 142 Single-blocker events: 33 Multiple-blocker events: 24 Temporary aisle reoccupations: 81 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 99 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5604 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6986 Total stationary ticks: 134989 Seat-event requests: 296 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 657 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 657 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 61 AIRLINE POLICY ABSTRACTION READINESS AUDIT ============================================================ Date/Time: 2026-07-17 13:11:40 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 2 Scenario seed: -5861873949581201790 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 461.78 Longest waiting passenger: P176->13G(RIGHT) Longest waiting ticks: 940 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2124 Maximum occupied tiles: 12 Seat events: 140 Single-blocker events: 52 Multiple-blocker events: 12 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2238 Maximum occupied tiles: 13 Seat events: 142 Single-blocker events: 33 Multiple-blocker events: 24 Temporary aisle reoccupations: 81 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 99 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5604 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6986 Total stationary ticks: 134989 Seat-event requests: 296 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 657 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 657 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 61 AIRLINE POLICY ABSTRACTION READINESS AUDIT ============================================================ Date/Time: 2026-07-17 13:11:40 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 3 Scenario seed: 6413959567787430862 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 99.72% OUTCOME ------- Status: SUCCESS Completed ticks: 1255 Passengers seated: 353/353 Average waiting ticks: 584.28 Longest waiting passenger: P110->21D(LEFT) Longest waiting ticks: 1200 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 51 Regions dissolved: 4 Repeated reconstructions avoided: 51 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=11 Confirmation deferral ticks: 5 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3168 Maximum occupied tiles: 14 Seat events: 177 Single-blocker events: 45 Multiple-blocker events: 29 Temporary aisle reoccupations: 109 RIGHT AISLE ----------- Total moves: 3052 Maximum occupied tiles: 13 Seat events: 176 Single-blocker events: 53 Multiple-blocker events: 27 Temporary aisle reoccupations: 112 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 159 Reservations granted: 157 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8069 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9772 Total stationary ticks: 213222 Seat-event requests: 381 Failed seat-event starts: 28 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 782 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 28 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 782 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 61 AIRLINE POLICY ABSTRACTION READINESS AUDIT ============================================================ Date/Time: 2026-07-17 13:11:40 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 3 Scenario seed: 6413959567787430862 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 99.72% OUTCOME ------- Status: SUCCESS Completed ticks: 1255 Passengers seated: 353/353 Average waiting ticks: 584.23 Longest waiting passenger: P110->21D(LEFT) Longest waiting ticks: 1200 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 51 Regions dissolved: 4 Repeated reconstructions avoided: 51 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=11 Confirmation deferral ticks: 5 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3168 Maximum occupied tiles: 14 Seat events: 177 Single-blocker events: 45 Multiple-blocker events: 29 Temporary aisle reoccupations: 109 RIGHT AISLE ----------- Total moves: 3052 Maximum occupied tiles: 13 Seat events: 176 Single-blocker events: 53 Multiple-blocker events: 27 Temporary aisle reoccupations: 112 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 159 Reservations granted: 157 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8079 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9784 Total stationary ticks: 213224 Seat-event requests: 381 Failed seat-event starts: 28 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 775 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 28 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 775 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 61 AIRLINE POLICY ABSTRACTION READINESS AUDIT ============================================================ Date/Time: 2026-07-17 13:11:40 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 4 Scenario seed: -6874954252876456991 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2294 Passengers seated: 169/235 Average waiting ticks: 811.85 Longest waiting passenger: P2->16C(RIGHT) Longest waiting ticks: 2294 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 4 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1889 Regions dissolved: 0 Repeated reconstructions avoided: 1889 Largest region lifetime: 1890 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1890:occupied=4 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1887 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1607 Maximum occupied tiles: 13 Seat events: 113 Single-blocker events: 31 Multiple-blocker events: 9 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 914 Maximum occupied tiles: 12 Seat events: 56 Single-blocker events: 9 Multiple-blocker events: 1 Temporary aisle reoccupations: 11 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1981 Reservations granted: 1976 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 57 Remaining moving in aisle: 6 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 11640 Longest unresolved passenger ID: 2 Longest unresolved row: 16 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 109 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 6 Total blocked ticks: 20936 Total stationary ticks: 204785 Seat-event requests: 2064 Failed seat-event starts: 1895 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 169 Critical blocker identity: P169->4C(RIGHT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 9 Unresolved outside passengers: 57 Unresolved internal passengers outside critical tree: 5 Critical blocker tree: P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT) P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1895 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 5|6|7 Critical blocker unavailable yield tiles: 7 Critical blocker yield-tile occupants: 165 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1895 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 388 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P53->8E(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 5|6|7 Current unavailable yield tiles: 7 Current yield-tile occupants: 165 Final row-event chain: 169|165|53 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 61 AIRLINE POLICY ABSTRACTION READINESS AUDIT ============================================================ Date/Time: 2026-07-17 13:11:40 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 4 Scenario seed: -6874954252876456991 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2294 Passengers seated: 169/235 Average waiting ticks: 811.85 Longest waiting passenger: P2->16C(RIGHT) Longest waiting ticks: 2294 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 4 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1889 Regions dissolved: 0 Repeated reconstructions avoided: 1889 Largest region lifetime: 1890 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1890:occupied=4 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1887 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1607 Maximum occupied tiles: 13 Seat events: 113 Single-blocker events: 31 Multiple-blocker events: 9 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 914 Maximum occupied tiles: 12 Seat events: 56 Single-blocker events: 9 Multiple-blocker events: 1 Temporary aisle reoccupations: 11 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1981 Reservations granted: 1976 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 57 Remaining moving in aisle: 6 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 11640 Longest unresolved passenger ID: 2 Longest unresolved row: 16 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 109 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 6 Total blocked ticks: 20922 Total stationary ticks: 204781 Seat-event requests: 2064 Failed seat-event starts: 1895 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 169 Critical blocker identity: P169->4C(RIGHT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 9 Unresolved outside passengers: 57 Unresolved internal passengers outside critical tree: 5 Critical blocker tree: P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT) P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1895 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 5|6|7 Critical blocker unavailable yield tiles: 7 Critical blocker yield-tile occupants: 165 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1895 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 380 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P53->8E(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 5|6|7 Current unavailable yield tiles: 7 Current yield-tile occupants: 165 Final row-event chain: 169|165|53 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 61 AIRLINE POLICY ABSTRACTION READINESS AUDIT ============================================================ Date/Time: 2026-07-17 13:11:40 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 5 Scenario seed: -3861213001347413166 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1037 Passengers seated: 282/282 Average waiting ticks: 463.27 Longest waiting passenger: P14->18D(LEFT) Longest waiting ticks: 988 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2266 Maximum occupied tiles: 13 Seat events: 148 Single-blocker events: 41 Multiple-blocker events: 16 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 2110 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 45 Multiple-blocker events: 14 Temporary aisle reoccupations: 73 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 95 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5619 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6814 Total stationary ticks: 135338 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 584 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 584 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 61 AIRLINE POLICY ABSTRACTION READINESS AUDIT ============================================================ Date/Time: 2026-07-17 13:11:40 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 5 Scenario seed: -3861213001347413166 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1037 Passengers seated: 282/282 Average waiting ticks: 463.27 Longest waiting passenger: P14->18D(LEFT) Longest waiting ticks: 988 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2266 Maximum occupied tiles: 13 Seat events: 148 Single-blocker events: 41 Multiple-blocker events: 16 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 2110 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 45 Multiple-blocker events: 14 Temporary aisle reoccupations: 73 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 95 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5619 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6814 Total stationary ticks: 135338 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 584 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 584 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 61 AIRLINE POLICY ABSTRACTION READINESS AUDIT ============================================================ Date/Time: 2026-07-17 13:11:40 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 6 Scenario seed: 5232186905524502075 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 94.47% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2349 Passengers seated: 226/235 Average waiting ticks: 412.04 Longest waiting passenger: P148->22D(RIGHT) Longest waiting ticks: 2308 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 10 Cluster candidates evaluated: 3 Executable cluster candidates: 1 Rejected cluster candidates: 2 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 9 Selected release potential total: 5 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1602 Regions dissolved: 2 Repeated reconstructions avoided: 1602 Largest region lifetime: 1574 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1574:occupied=9 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1520 State changes reopening evaluation: 9 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1534 Maximum occupied tiles: 11 Seat events: 111 Single-blocker events: 33 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1850 Maximum occupied tiles: 13 Seat events: 115 Single-blocker events: 25 Multiple-blocker events: 11 Temporary aisle reoccupations: 49 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1668 Reservations granted: 1665 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 7 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 11128 Longest unresolved passenger ID: 198 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 7 Longest dependency chain: P102(27G/RIGHT) -> P111(26C/RIGHT) -> P180(26D/RIGHT) -> P228(28H/RIGHT) -> P123(29E/RIGHT) -> P198(30F/RIGHT) -> P69(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 102 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 7 Total blocked ticks: 18631 Total stationary ticks: 110660 Seat-event requests: 1780 Failed seat-event starts: 1554 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 69 Critical blocker identity: P69->29C(RIGHT) Direct fan-out: 1 Total indirect descendants: 6 Critical tree size including blocker: 7 Critical tree depth: 7 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 9 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P69(29C/RIGHT/WAITING_FOR_SEAT_EVENT) P198(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P123(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P228(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P180(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P111(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P102(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1519 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1519 Rear-boundary failures: 35 Middle-bank reservation failures: 3 Active-event deferrals: 539 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1782\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1522\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 61 AIRLINE POLICY ABSTRACTION READINESS AUDIT ============================================================ Date/Time: 2026-07-17 13:11:40 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 6 Scenario seed: 5232186905524502075 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 94.47% OUTCOME ------- Status: SUCCESS Completed ticks: 892 Passengers seated: 235/235 Average waiting ticks: 399.84 Longest waiting passenger: P204->17E(RIGHT) Longest waiting ticks: 844 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 6 Selected release potential total: 5 Last cluster decision: RIGHT:tiles8-13:occupied=6:anchor=P172:selected=P162:directReleases=0:releasePotential=5 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 29 Regions dissolved: 2 Repeated reconstructions avoided: 29 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1534 Maximum occupied tiles: 11 Seat events: 111 Single-blocker events: 33 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1872 Maximum occupied tiles: 11 Seat events: 124 Single-blocker events: 28 Multiple-blocker events: 15 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 134 Reservations granted: 131 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3993 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4927 Total stationary ticks: 97124 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 507 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 507 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 61 AIRLINE POLICY ABSTRACTION READINESS AUDIT ============================================================ Date/Time: 2026-07-17 13:11:40 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 7 Scenario seed: -6941493034642023543 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 95.75% OUTCOME ------- Status: SUCCESS Completed ticks: 1320 Passengers seated: 353/353 Average waiting ticks: 603.76 Longest waiting passenger: P99->23G(LEFT) Longest waiting ticks: 1270 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3201 Maximum occupied tiles: 15 Seat events: 184 Single-blocker events: 48 Multiple-blocker events: 27 Temporary aisle reoccupations: 104 RIGHT AISLE ----------- Total moves: 2947 Maximum occupied tiles: 13 Seat events: 169 Single-blocker events: 50 Multiple-blocker events: 21 Temporary aisle reoccupations: 95 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 152 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6822 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8389 Total stationary ticks: 218685 Seat-event requests: 375 Failed seat-event starts: 22 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 864 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 22 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 864 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 61 AIRLINE POLICY ABSTRACTION READINESS AUDIT ============================================================ Date/Time: 2026-07-17 13:11:40 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 7 Scenario seed: -6941493034642023543 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 95.75% OUTCOME ------- Status: SUCCESS Completed ticks: 1320 Passengers seated: 353/353 Average waiting ticks: 603.79 Longest waiting passenger: P99->23G(LEFT) Longest waiting ticks: 1270 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3201 Maximum occupied tiles: 15 Seat events: 184 Single-blocker events: 48 Multiple-blocker events: 27 Temporary aisle reoccupations: 104 RIGHT AISLE ----------- Total moves: 2947 Maximum occupied tiles: 13 Seat events: 169 Single-blocker events: 50 Multiple-blocker events: 21 Temporary aisle reoccupations: 95 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 152 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6817 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8387 Total stationary ticks: 218684 Seat-event requests: 374 Failed seat-event starts: 21 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 871 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 21 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 871 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 374\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 61 AIRLINE POLICY ABSTRACTION READINESS AUDIT ============================================================ Date/Time: 2026-07-17 13:11:40 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 8 Scenario seed: -8554465769121675260 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 861 Passengers seated: 235/235 Average waiting ticks: 382.57 Longest waiting passenger: P23->28C(RIGHT) Longest waiting ticks: 816 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1693 Maximum occupied tiles: 14 Seat events: 114 Single-blocker events: 26 Multiple-blocker events: 13 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 1699 Maximum occupied tiles: 12 Seat events: 121 Single-blocker events: 35 Multiple-blocker events: 11 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 125 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4487 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5649 Total stationary ticks: 93738 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 539 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 539 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 61 AIRLINE POLICY ABSTRACTION READINESS AUDIT ============================================================ Date/Time: 2026-07-17 13:11:40 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 8 Scenario seed: -8554465769121675260 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 861 Passengers seated: 235/235 Average waiting ticks: 382.62 Longest waiting passenger: P23->28C(RIGHT) Longest waiting ticks: 816 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1693 Maximum occupied tiles: 14 Seat events: 114 Single-blocker events: 26 Multiple-blocker events: 13 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 1699 Maximum occupied tiles: 12 Seat events: 121 Single-blocker events: 35 Multiple-blocker events: 11 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 125 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4472 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5637 Total stationary ticks: 93736 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 542 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 542 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 61 AIRLINE POLICY ABSTRACTION READINESS AUDIT ============================================================ Date/Time: 2026-07-17 13:11:41 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 9 Scenario seed: 5225839747377591732 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1015 Passengers seated: 282/282 Average waiting ticks: 466.34 Longest waiting passenger: P68->23A(LEFT) Longest waiting ticks: 960 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2100 Maximum occupied tiles: 11 Seat events: 144 Single-blocker events: 44 Multiple-blocker events: 12 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 2256 Maximum occupied tiles: 12 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 13 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 102 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5299 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6604 Total stationary ticks: 135920 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 691 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 691 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 61 AIRLINE POLICY ABSTRACTION READINESS AUDIT ============================================================ Date/Time: 2026-07-17 13:11:41 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 9 Scenario seed: 5225839747377591732 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1015 Passengers seated: 282/282 Average waiting ticks: 466.34 Longest waiting passenger: P68->23A(LEFT) Longest waiting ticks: 960 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2100 Maximum occupied tiles: 11 Seat events: 144 Single-blocker events: 44 Multiple-blocker events: 12 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 2256 Maximum occupied tiles: 12 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 13 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 102 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5299 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6604 Total stationary ticks: 135920 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 691 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 691 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 61 AIRLINE POLICY ABSTRACTION READINESS AUDIT ============================================================ Date/Time: 2026-07-17 13:11:41 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 10 Scenario seed: 1939935009979591158 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2369 Passengers seated: 232/235 Average waiting ticks: 394.61 Longest waiting passenger: P8->28F(LEFT) Longest waiting ticks: 2299 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1636 Regions dissolved: 2 Repeated reconstructions avoided: 1636 Largest region lifetime: 1601 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1601:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1584 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 12 Seat events: 110 Single-blocker events: 30 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1757 Maximum occupied tiles: 11 Seat events: 122 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1714 Reservations granted: 1714 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 2 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4339 Longest unresolved passenger ID: 15 Longest unresolved row: 28 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 121 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 2 Total blocked ticks: 10065 Total stationary ticks: 99506 Seat-event requests: 1830 Failed seat-event starts: 1598 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 8 Critical blocker identity: P8->28F(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P8(28F/LEFT/WAITING_FOR_SEAT_EVENT) P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1587 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 3 Critical blocker required yield tiles: 29|30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 11 Rear-boundary failures: 1587 Middle-bank reservation failures: 0 Active-event deferrals: 484 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 29|30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 61 AIRLINE POLICY ABSTRACTION READINESS AUDIT ============================================================ Date/Time: 2026-07-17 13:11:41 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 10 Scenario seed: 1939935009979591158 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2369 Passengers seated: 232/235 Average waiting ticks: 394.60 Longest waiting passenger: P8->28F(LEFT) Longest waiting ticks: 2299 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1636 Regions dissolved: 2 Repeated reconstructions avoided: 1636 Largest region lifetime: 1601 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1601:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1584 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 12 Seat events: 110 Single-blocker events: 30 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1757 Maximum occupied tiles: 11 Seat events: 122 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1714 Reservations granted: 1714 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 2 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4349 Longest unresolved passenger ID: 15 Longest unresolved row: 28 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 121 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 2 Total blocked ticks: 10071 Total stationary ticks: 99508 Seat-event requests: 1830 Failed seat-event starts: 1598 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 8 Critical blocker identity: P8->28F(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P8(28F/LEFT/WAITING_FOR_SEAT_EVENT) P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1587 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 3 Critical blocker required yield tiles: 29|30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 11 Rear-boundary failures: 1587 Middle-bank reservation failures: 0 Active-event deferrals: 485 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 29|30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 61 AIRLINE POLICY ABSTRACTION READINESS AUDIT ============================================================ Date/Time: 2026-07-17 13:11:41 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 11 Scenario seed: 1252229027809620306 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 97.45% OUTCOME ------- Status: SUCCESS Completed ticks: 1280 Passengers seated: 353/353 Average waiting ticks: 583.29 Longest waiting passenger: P34->24D(LEFT) Longest waiting ticks: 1216 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3262 Maximum occupied tiles: 13 Seat events: 181 Single-blocker events: 47 Multiple-blocker events: 22 Temporary aisle reoccupations: 97 RIGHT AISLE ----------- Total moves: 2896 Maximum occupied tiles: 14 Seat events: 172 Single-blocker events: 43 Multiple-blocker events: 26 Temporary aisle reoccupations: 100 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 149 Reservations granted: 149 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8010 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9374 Total stationary ticks: 212715 Seat-event requests: 371 Failed seat-event starts: 18 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 643 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 18 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 643 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 61 AIRLINE POLICY ABSTRACTION READINESS AUDIT ============================================================ Date/Time: 2026-07-17 13:11:41 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 11 Scenario seed: 1252229027809620306 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 97.45% OUTCOME ------- Status: SUCCESS Completed ticks: 1280 Passengers seated: 353/353 Average waiting ticks: 583.32 Longest waiting passenger: P34->24D(LEFT) Longest waiting ticks: 1216 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3262 Maximum occupied tiles: 13 Seat events: 181 Single-blocker events: 47 Multiple-blocker events: 22 Temporary aisle reoccupations: 97 RIGHT AISLE ----------- Total moves: 2896 Maximum occupied tiles: 14 Seat events: 172 Single-blocker events: 43 Multiple-blocker events: 26 Temporary aisle reoccupations: 100 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 149 Reservations granted: 149 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7975 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9381 Total stationary ticks: 212716 Seat-event requests: 371 Failed seat-event starts: 18 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 654 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 18 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 654 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 61 AIRLINE POLICY ABSTRACTION READINESS AUDIT ============================================================ Date/Time: 2026-07-17 13:11:41 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 12 Scenario seed: 8187627317652047108 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 93.62% OUTCOME ------- Status: SUCCESS Completed ticks: 880 Passengers seated: 235/235 Average waiting ticks: 383.92 Longest waiting passenger: P3->11G(RIGHT) Longest waiting ticks: 827 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 29 Regions dissolved: 1 Repeated reconstructions avoided: 29 Largest region lifetime: 30 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=30 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 13 Seat events: 110 Single-blocker events: 28 Multiple-blocker events: 7 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1738 Maximum occupied tiles: 12 Seat events: 125 Single-blocker events: 35 Multiple-blocker events: 14 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 135 Reservations granted: 125 Reservations denied/waited: 10 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4421 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5748 Total stationary ticks: 94039 Seat-event requests: 241 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 646 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 10 Active-event deferrals: 646 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 61 AIRLINE POLICY ABSTRACTION READINESS AUDIT ============================================================ Date/Time: 2026-07-17 13:11:41 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 12 Scenario seed: 8187627317652047108 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 93.62% OUTCOME ------- Status: SUCCESS Completed ticks: 880 Passengers seated: 235/235 Average waiting ticks: 384.07 Longest waiting passenger: P3->11G(RIGHT) Longest waiting ticks: 827 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 29 Regions dissolved: 1 Repeated reconstructions avoided: 29 Largest region lifetime: 30 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=30 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 13 Seat events: 110 Single-blocker events: 28 Multiple-blocker events: 7 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1738 Maximum occupied tiles: 12 Seat events: 125 Single-blocker events: 35 Multiple-blocker events: 14 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 133 Reservations granted: 125 Reservations denied/waited: 8 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4381 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5693 Total stationary ticks: 94024 Seat-event requests: 241 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 645 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 8 Active-event deferrals: 645 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 61 AIRLINE POLICY ABSTRACTION READINESS AUDIT ============================================================ Date/Time: 2026-07-17 13:11:41 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 13 Scenario seed: 6351835860743924132 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 65.96% Aisle-assignment balance: 95.04% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2516 Passengers seated: 277/282 Average waiting ticks: 479.16 Longest waiting passenger: P279->31A(LEFT) Longest waiting ticks: 2446 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 0 Rejected cluster candidates: 1 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 5 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1515 Regions dissolved: 0 Repeated reconstructions avoided: 1515 Largest region lifetime: 1516 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1516:occupied=5 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1499 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2303 Maximum occupied tiles: 15 Seat events: 143 Single-blocker events: 44 Multiple-blocker events: 16 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2058 Maximum occupied tiles: 13 Seat events: 134 Single-blocker events: 36 Multiple-blocker events: 13 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 96 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5609 Longest unresolved passenger ID: 117 Longest unresolved row: 32 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 226 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14637 Total stationary ticks: 144501 Seat-event requests: 1814 Failed seat-event starts: 1537 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 111 Critical blocker identity: P111->28A(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P111(28A/LEFT/WAITING_FOR_SEAT_EVENT) P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1513 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 29|30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 117 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1513 Rear-boundary failures: 24 Middle-bank reservation failures: 1 Active-event deferrals: 702 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P279->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=925,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 29|30 Current unavailable yield tiles: 30 Current yield-tile occupants: 117 Final row-event chain: 111|117|279 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 61 AIRLINE POLICY ABSTRACTION READINESS AUDIT ============================================================ Date/Time: 2026-07-17 13:11:41 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 13 Scenario seed: 6351835860743924132 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 65.96% Aisle-assignment balance: 95.04% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2516 Passengers seated: 277/282 Average waiting ticks: 479.23 Longest waiting passenger: P279->31A(LEFT) Longest waiting ticks: 2446 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 0 Rejected cluster candidates: 1 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 5 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1515 Regions dissolved: 0 Repeated reconstructions avoided: 1515 Largest region lifetime: 1516 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1516:occupied=5 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1499 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2303 Maximum occupied tiles: 15 Seat events: 143 Single-blocker events: 44 Multiple-blocker events: 16 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2058 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 36 Multiple-blocker events: 13 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 96 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5567 Longest unresolved passenger ID: 117 Longest unresolved row: 32 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 226 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14536 Total stationary ticks: 144436 Seat-event requests: 1814 Failed seat-event starts: 1537 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 111 Critical blocker identity: P111->28A(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P111(28A/LEFT/WAITING_FOR_SEAT_EVENT) P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1513 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 29|30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 117 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1513 Rear-boundary failures: 24 Middle-bank reservation failures: 1 Active-event deferrals: 689 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P279->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=933,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 29|30 Current unavailable yield tiles: 30 Current yield-tile occupants: 117 Final row-event chain: 111|117|279 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 61 AIRLINE POLICY ABSTRACTION READINESS AUDIT ============================================================ Date/Time: 2026-07-17 13:11:41 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 14 Scenario seed: -8658915343845013000 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 995 Passengers seated: 282/282 Average waiting ticks: 460.22 Longest waiting passenger: P218->6F(RIGHT) Longest waiting ticks: 951 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2250 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 38 Multiple-blocker events: 11 Temporary aisle reoccupations: 60 RIGHT AISLE ----------- Total moves: 2145 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 42 Multiple-blocker events: 17 Temporary aisle reoccupations: 76 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 98 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5688 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7053 Total stationary ticks: 134674 Seat-event requests: 287 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 657 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 657 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 61 AIRLINE POLICY ABSTRACTION READINESS AUDIT ============================================================ Date/Time: 2026-07-17 13:11:41 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 14 Scenario seed: -8658915343845013000 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 995 Passengers seated: 282/282 Average waiting ticks: 460.18 Longest waiting passenger: P218->6F(RIGHT) Longest waiting ticks: 951 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2250 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 38 Multiple-blocker events: 11 Temporary aisle reoccupations: 60 RIGHT AISLE ----------- Total moves: 2145 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 42 Multiple-blocker events: 17 Temporary aisle reoccupations: 76 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 98 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5713 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7065 Total stationary ticks: 134676 Seat-event requests: 287 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 656 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 656 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 61 AIRLINE POLICY ABSTRACTION READINESS AUDIT ============================================================ Date/Time: 2026-07-17 13:11:41 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 15 Scenario seed: 5673179910411321410 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 462.27 Longest waiting passenger: P21->16E(RIGHT) Longest waiting ticks: 953 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2199 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 41 Multiple-blocker events: 20 Temporary aisle reoccupations: 81 RIGHT AISLE ----------- Total moves: 2185 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 39 Multiple-blocker events: 16 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 96 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5393 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6898 Total stationary ticks: 134958 Seat-event requests: 301 Failed seat-event starts: 19 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 714 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 19 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 714 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 61 AIRLINE POLICY ABSTRACTION READINESS AUDIT ============================================================ Date/Time: 2026-07-17 13:11:41 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 15 Scenario seed: 5673179910411321410 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 462.25 Longest waiting passenger: P21->16E(RIGHT) Longest waiting ticks: 953 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2199 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 41 Multiple-blocker events: 20 Temporary aisle reoccupations: 81 RIGHT AISLE ----------- Total moves: 2185 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 39 Multiple-blocker events: 16 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 96 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5398 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6898 Total stationary ticks: 134958 Seat-event requests: 301 Failed seat-event starts: 19 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 709 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 19 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 709 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 61 AIRLINE POLICY ABSTRACTION READINESS AUDIT ============================================================ Date/Time: 2026-07-17 13:11:41 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 16 Scenario seed: 6658752785952583458 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1052 Passengers seated: 282/282 Average waiting ticks: 468.96 Longest waiting passenger: P181->4E(LEFT) Longest waiting ticks: 999 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 14 Regions dissolved: 1 Repeated reconstructions avoided: 14 Largest region lifetime: 15 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=15 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2277 Maximum occupied tiles: 12 Seat events: 148 Single-blocker events: 45 Multiple-blocker events: 21 Temporary aisle reoccupations: 87 RIGHT AISLE ----------- Total moves: 2045 Maximum occupied tiles: 11 Seat events: 134 Single-blocker events: 34 Multiple-blocker events: 11 Temporary aisle reoccupations: 56 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 97 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5574 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6661 Total stationary ticks: 136880 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 528 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 528 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 61 AIRLINE POLICY ABSTRACTION READINESS AUDIT ============================================================ Date/Time: 2026-07-17 13:11:41 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 16 Scenario seed: 6658752785952583458 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1052 Passengers seated: 282/282 Average waiting ticks: 468.97 Longest waiting passenger: P181->4E(LEFT) Longest waiting ticks: 999 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 14 Regions dissolved: 1 Repeated reconstructions avoided: 14 Largest region lifetime: 15 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=15 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2277 Maximum occupied tiles: 12 Seat events: 148 Single-blocker events: 45 Multiple-blocker events: 21 Temporary aisle reoccupations: 87 RIGHT AISLE ----------- Total moves: 2045 Maximum occupied tiles: 11 Seat events: 134 Single-blocker events: 34 Multiple-blocker events: 11 Temporary aisle reoccupations: 56 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 97 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5574 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6655 Total stationary ticks: 136878 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 527 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 527 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 61 AIRLINE POLICY ABSTRACTION READINESS AUDIT ============================================================ Date/Time: 2026-07-17 13:11:41 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 17 Scenario seed: -218671498343752214 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.16% OUTCOME ------- Status: SUCCESS Completed ticks: 1029 Passengers seated: 282/282 Average waiting ticks: 464.66 Longest waiting passenger: P242->27G(RIGHT) Longest waiting ticks: 976 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 4 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 22 Regions dissolved: 2 Repeated reconstructions avoided: 22 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2178 Maximum occupied tiles: 12 Seat events: 137 Single-blocker events: 44 Multiple-blocker events: 14 Temporary aisle reoccupations: 72 RIGHT AISLE ----------- Total moves: 2204 Maximum occupied tiles: 12 Seat events: 145 Single-blocker events: 38 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 96 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5622 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6765 Total stationary ticks: 135723 Seat-event requests: 299 Failed seat-event starts: 17 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 557 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 17 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 557 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 61 AIRLINE POLICY ABSTRACTION READINESS AUDIT ============================================================ Date/Time: 2026-07-17 13:11:41 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 17 Scenario seed: -218671498343752214 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.16% OUTCOME ------- Status: SUCCESS Completed ticks: 1029 Passengers seated: 282/282 Average waiting ticks: 464.69 Longest waiting passenger: P242->27G(RIGHT) Longest waiting ticks: 976 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 4 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 22 Regions dissolved: 2 Repeated reconstructions avoided: 22 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2178 Maximum occupied tiles: 12 Seat events: 137 Single-blocker events: 44 Multiple-blocker events: 14 Temporary aisle reoccupations: 72 RIGHT AISLE ----------- Total moves: 2204 Maximum occupied tiles: 12 Seat events: 145 Single-blocker events: 38 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 96 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5612 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6786 Total stationary ticks: 135730 Seat-event requests: 299 Failed seat-event starts: 17 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 574 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 17 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 574 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 61 AIRLINE POLICY ABSTRACTION READINESS AUDIT ============================================================ Date/Time: 2026-07-17 13:11:41 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 18 Scenario seed: -8332752414533420411 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.34% Aisle-assignment balance: 99.15% OUTCOME ------- Status: SUCCESS Completed ticks: 1259 Passengers seated: 353/353 Average waiting ticks: 593.34 Longest waiting passenger: P150->11H(RIGHT) Longest waiting ticks: 1209 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3172 Maximum occupied tiles: 16 Seat events: 175 Single-blocker events: 42 Multiple-blocker events: 24 Temporary aisle reoccupations: 95 RIGHT AISLE ----------- Total moves: 2985 Maximum occupied tiles: 13 Seat events: 178 Single-blocker events: 55 Multiple-blocker events: 26 Temporary aisle reoccupations: 113 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 148 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7954 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9621 Total stationary ticks: 216298 Seat-event requests: 380 Failed seat-event starts: 27 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 784 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 27 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 784 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 61 AIRLINE POLICY ABSTRACTION READINESS AUDIT ============================================================ Date/Time: 2026-07-17 13:11:41 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 18 Scenario seed: -8332752414533420411 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.34% Aisle-assignment balance: 99.15% OUTCOME ------- Status: SUCCESS Completed ticks: 1259 Passengers seated: 353/353 Average waiting ticks: 593.34 Longest waiting passenger: P150->11H(RIGHT) Longest waiting ticks: 1209 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3172 Maximum occupied tiles: 16 Seat events: 175 Single-blocker events: 42 Multiple-blocker events: 24 Temporary aisle reoccupations: 95 RIGHT AISLE ----------- Total moves: 2985 Maximum occupied tiles: 13 Seat events: 178 Single-blocker events: 55 Multiple-blocker events: 26 Temporary aisle reoccupations: 113 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 148 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7954 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9621 Total stationary ticks: 216298 Seat-event requests: 380 Failed seat-event starts: 27 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 784 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 27 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 784 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 61 AIRLINE POLICY ABSTRACTION READINESS AUDIT ============================================================ Date/Time: 2026-07-17 13:11:41 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 19 Scenario seed: 5866349045608257533 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2347 Passengers seated: 230/235 Average waiting ticks: 400.83 Longest waiting passenger: P105->29D(RIGHT) Longest waiting ticks: 2279 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 6 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 6 Selected release potential total: 9 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1613 Regions dissolved: 2 Repeated reconstructions avoided: 1613 Largest region lifetime: 1570 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1570:occupied=5 Confirmation deferral ticks: 6 Regions reaching confirmation: 3 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1549 State changes reopening evaluation: 3 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1684 Maximum occupied tiles: 13 Seat events: 120 Single-blocker events: 26 Multiple-blocker events: 20 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 1708 Maximum occupied tiles: 12 Seat events: 110 Single-blocker events: 29 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1708 Reservations granted: 1708 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 4 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 6675 Longest unresolved passenger ID: 128 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 5 Longest dependency chain: P170(27E/RIGHT) -> P33(30G/RIGHT) -> P155(28G/RIGHT) -> P128(30F/RIGHT) -> P105(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 170 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 4 Total blocked ticks: 13109 Total stationary ticks: 103859 Seat-event requests: 1828 Failed seat-event starts: 1598 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 105 Critical blocker identity: P105->29D(RIGHT) Direct fan-out: 1 Total indirect descendants: 4 Critical tree size including blocker: 5 Critical tree depth: 5 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P105(29D/RIGHT/WAITING_FOR_SEAT_EVENT) P128(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P155(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P33(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P170(27E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1569 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 29 Rear-boundary failures: 1569 Middle-bank reservation failures: 0 Active-event deferrals: 562 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1826\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 61 AIRLINE POLICY ABSTRACTION READINESS AUDIT ============================================================ Date/Time: 2026-07-17 13:11:41 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 19 Scenario seed: 5866349045608257533 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 845 Passengers seated: 235/235 Average waiting ticks: 394.17 Longest waiting passenger: P133->5B(LEFT) Longest waiting ticks: 814 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 4 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 6 Selected release potential total: 9 Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P15:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 44 Regions dissolved: 2 Repeated reconstructions avoided: 44 Largest region lifetime: 34 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=12 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1684 Maximum occupied tiles: 13 Seat events: 120 Single-blocker events: 26 Multiple-blocker events: 20 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 1717 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 30 Multiple-blocker events: 13 Temporary aisle reoccupations: 58 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 142 Reservations granted: 142 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4251 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5354 Total stationary ticks: 96093 Seat-event requests: 264 Failed seat-event starts: 29 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 557 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 29 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 557 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 262\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 61 AIRLINE POLICY ABSTRACTION READINESS AUDIT ============================================================ Date/Time: 2026-07-17 13:11:41 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 20 Scenario seed: 3658999535626094423 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: SUCCESS Completed ticks: 845 Passengers seated: 235/235 Average waiting ticks: 383.63 Longest waiting passenger: P59->4F(RIGHT) Longest waiting ticks: 835 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 25 Regions dissolved: 2 Repeated reconstructions avoided: 25 Largest region lifetime: 19 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=19 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1732 Maximum occupied tiles: 11 Seat events: 113 Single-blocker events: 37 Multiple-blocker events: 8 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1701 Maximum occupied tiles: 13 Seat events: 122 Single-blocker events: 27 Multiple-blocker events: 16 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 127 Reservations granted: 127 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4587 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5751 Total stationary ticks: 94043 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 587 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 587 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 61 AIRLINE POLICY ABSTRACTION READINESS AUDIT ============================================================ Date/Time: 2026-07-17 13:11:41 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 20 Scenario seed: 3658999535626094423 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: SUCCESS Completed ticks: 845 Passengers seated: 235/235 Average waiting ticks: 383.62 Longest waiting passenger: P59->4F(RIGHT) Longest waiting ticks: 835 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 25 Regions dissolved: 2 Repeated reconstructions avoided: 25 Largest region lifetime: 19 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=19 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1732 Maximum occupied tiles: 11 Seat events: 113 Single-blocker events: 37 Multiple-blocker events: 8 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1701 Maximum occupied tiles: 13 Seat events: 122 Single-blocker events: 27 Multiple-blocker events: 16 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 127 Reservations granted: 127 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4592 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5750 Total stationary ticks: 94042 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 583 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 583 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 61 AIRLINE POLICY ABSTRACTION READINESS AUDIT ============================================================ Date/Time: 2026-07-17 13:11:41 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 21 Scenario seed: 1778985705851435071 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1007 Passengers seated: 282/282 Average waiting ticks: 462.32 Longest waiting passenger: P199->4E(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 3 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 8 Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 49 Regions dissolved: 2 Repeated reconstructions avoided: 49 Largest region lifetime: 35 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=35 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2228 Maximum occupied tiles: 13 Seat events: 144 Single-blocker events: 35 Multiple-blocker events: 10 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 2144 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 37 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 103 Reservations granted: 103 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5798 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7265 Total stationary ticks: 135403 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 719 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 719 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 61 AIRLINE POLICY ABSTRACTION READINESS AUDIT ============================================================ Date/Time: 2026-07-17 13:11:41 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 21 Scenario seed: 1778985705851435071 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1007 Passengers seated: 282/282 Average waiting ticks: 462.32 Longest waiting passenger: P199->4E(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 3 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 8 Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 49 Regions dissolved: 2 Repeated reconstructions avoided: 49 Largest region lifetime: 35 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=35 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2228 Maximum occupied tiles: 13 Seat events: 144 Single-blocker events: 35 Multiple-blocker events: 10 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 2144 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 37 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 103 Reservations granted: 103 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5798 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7265 Total stationary ticks: 135403 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 719 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 719 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 61 AIRLINE POLICY ABSTRACTION READINESS AUDIT ============================================================ Date/Time: 2026-07-17 13:11:42 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 22 Scenario seed: 4203521108576778203 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.14% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2482 Passengers seated: 270/282 Average waiting ticks: 472.84 Longest waiting passenger: P277->30F(LEFT) Longest waiting ticks: 2442 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 13 Cluster candidates evaluated: 14 Executable cluster candidates: 1 Rejected cluster candidates: 13 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 12 Selected release potential total: 2 Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1645 Regions dissolved: 1 Repeated reconstructions avoided: 1645 Largest region lifetime: 1638 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1638:occupied=12 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1562 State changes reopening evaluation: 12 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2166 Maximum occupied tiles: 17 Seat events: 132 Single-blocker events: 38 Multiple-blocker events: 13 Temporary aisle reoccupations: 64 RIGHT AISLE ----------- Total moves: 2158 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 18 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1758 Reservations granted: 1751 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 10 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 16258 Longest unresolved passenger ID: 48 Longest unresolved row: 31 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 11 Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 75 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 10 Total blocked ticks: 26140 Total stationary ticks: 153459 Seat-event requests: 1940 Failed seat-event starts: 1670 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 277 Critical blocker identity: P277->30F(LEFT) Direct fan-out: 1 Total indirect descendants: 10 Critical tree size including blocker: 11 Critical tree depth: 11 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 12 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P277(30F/LEFT/WAITING_FOR_SEAT_EVENT) P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1669 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 31|32 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: 48 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1669 Rear-boundary failures: 1 Middle-bank reservation failures: 7 Active-event deferrals: 1100 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P48->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 31|32 Current unavailable yield tiles: 31 Current yield-tile occupants: 48 Final row-event chain: 277|48 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 61 AIRLINE POLICY ABSTRACTION READINESS AUDIT ============================================================ Date/Time: 2026-07-17 13:11:42 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 22 Scenario seed: 4203521108576778203 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.14% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2482 Passengers seated: 270/282 Average waiting ticks: 472.87 Longest waiting passenger: P277->30F(LEFT) Longest waiting ticks: 2442 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 11 Cluster candidates evaluated: 12 Executable cluster candidates: 1 Rejected cluster candidates: 11 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 12 Selected release potential total: 2 Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1645 Regions dissolved: 1 Repeated reconstructions avoided: 1645 Largest region lifetime: 1638 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1638:occupied=12 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1564 State changes reopening evaluation: 10 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2166 Maximum occupied tiles: 17 Seat events: 132 Single-blocker events: 38 Multiple-blocker events: 13 Temporary aisle reoccupations: 64 RIGHT AISLE ----------- Total moves: 2158 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 18 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1758 Reservations granted: 1751 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 10 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 16243 Longest unresolved passenger ID: 48 Longest unresolved row: 31 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 11 Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 75 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 10 Total blocked ticks: 26119 Total stationary ticks: 153453 Seat-event requests: 1940 Failed seat-event starts: 1670 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 277 Critical blocker identity: P277->30F(LEFT) Direct fan-out: 1 Total indirect descendants: 10 Critical tree size including blocker: 11 Critical tree depth: 11 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 12 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P277(30F/LEFT/WAITING_FOR_SEAT_EVENT) P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1669 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 31|32 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: 48 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1669 Rear-boundary failures: 1 Middle-bank reservation failures: 7 Active-event deferrals: 1095 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P48->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 31|32 Current unavailable yield tiles: 31 Current yield-tile occupants: 48 Final row-event chain: 277|48 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 61 AIRLINE POLICY ABSTRACTION READINESS AUDIT ============================================================ Date/Time: 2026-07-17 13:11:42 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 23 Scenario seed: -3947160987031988780 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2313 Passengers seated: 230/235 Average waiting ticks: 405.99 Longest waiting passenger: P174->17F(LEFT) Longest waiting ticks: 2271 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=11 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1769 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 21 Multiple-blocker events: 9 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1662 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 30 Multiple-blocker events: 14 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1615 Reservations granted: 1615 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 6610 Longest unresolved passenger ID: 206 Longest unresolved row: 26 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 206 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 13157 Total stationary ticks: 100829 Seat-event requests: 1735 Failed seat-event starts: 1505 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 29 Critical blocker identity: P29->21A(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P29(21A/LEFT/WAITING_FOR_SEAT_EVENT) P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1505 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 3 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1505 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_SPACE_AVAILABLE Final snapshot prerequisite: YIELD_SPACE_AVAILABLE Current required blockers: 1 Current required yield tiles: 22 Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: YIELD_SPACE_AVAILABLE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 61 AIRLINE POLICY ABSTRACTION READINESS AUDIT ============================================================ Date/Time: 2026-07-17 13:11:42 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 23 Scenario seed: -3947160987031988780 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2313 Passengers seated: 230/235 Average waiting ticks: 405.99 Longest waiting passenger: P174->17F(LEFT) Longest waiting ticks: 2271 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=11 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1769 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 21 Multiple-blocker events: 9 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1662 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 30 Multiple-blocker events: 14 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1615 Reservations granted: 1615 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 6610 Longest unresolved passenger ID: 206 Longest unresolved row: 26 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 206 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 13157 Total stationary ticks: 100829 Seat-event requests: 1735 Failed seat-event starts: 1505 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 29 Critical blocker identity: P29->21A(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P29(21A/LEFT/WAITING_FOR_SEAT_EVENT) P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1505 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 3 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1505 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_SPACE_AVAILABLE Final snapshot prerequisite: YIELD_SPACE_AVAILABLE Current required blockers: 1 Current required yield tiles: 22 Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: YIELD_SPACE_AVAILABLE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 61 AIRLINE POLICY ABSTRACTION READINESS AUDIT ============================================================ Date/Time: 2026-07-17 13:11:42 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 24 Scenario seed: 4419539434258219231 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2333 Passengers seated: 233/235 Average waiting ticks: 387.31 Longest waiting passenger: P149->29D(RIGHT) Longest waiting ticks: 2259 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1678 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1737 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 24 Multiple-blocker events: 11 Temporary aisle reoccupations: 46 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1650 Reservations granted: 1646 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4313 Longest unresolved passenger ID: 20 Longest unresolved row: 29 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 20 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 8439 Total stationary ticks: 96156 Seat-event requests: 1764 Failed seat-event starts: 1531 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 149 Critical blocker identity: P149->29D(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT) P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1526 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 5 Rear-boundary failures: 1526 Middle-bank reservation failures: 4 Active-event deferrals: 545 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 61 AIRLINE POLICY ABSTRACTION READINESS AUDIT ============================================================ Date/Time: 2026-07-17 13:11:42 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 24 Scenario seed: 4419539434258219231 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2333 Passengers seated: 233/235 Average waiting ticks: 387.32 Longest waiting passenger: P149->29D(RIGHT) Longest waiting ticks: 2259 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1678 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1737 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 24 Multiple-blocker events: 11 Temporary aisle reoccupations: 46 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1650 Reservations granted: 1646 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4308 Longest unresolved passenger ID: 20 Longest unresolved row: 29 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 20 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 8438 Total stationary ticks: 96155 Seat-event requests: 1764 Failed seat-event starts: 1531 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 149 Critical blocker identity: P149->29D(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT) P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1526 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 5 Rear-boundary failures: 1526 Middle-bank reservation failures: 4 Active-event deferrals: 546 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 61 AIRLINE POLICY ABSTRACTION READINESS AUDIT ============================================================ Date/Time: 2026-07-17 13:11:42 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 25 Scenario seed: 6293055855285553556 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 94.47% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2324 Passengers seated: 225/235 Average waiting ticks: 403.89 Longest waiting passenger: P83->29H(RIGHT) Longest waiting ticks: 2280 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 11 Cluster candidates evaluated: 12 Executable cluster candidates: 1 Rejected cluster candidates: 11 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 10 Selected release potential total: 2 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1684 Regions dissolved: 1 Repeated reconstructions avoided: 1684 Largest region lifetime: 1673 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1673:occupied=10 Confirmation deferral ticks: 3 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1540 State changes reopening evaluation: 10 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1568 Maximum occupied tiles: 12 Seat events: 111 Single-blocker events: 38 Multiple-blocker events: 5 Temporary aisle reoccupations: 50 RIGHT AISLE ----------- Total moves: 1823 Maximum occupied tiles: 16 Seat events: 114 Single-blocker events: 32 Multiple-blocker events: 10 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 122 Reservations granted: 120 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 8 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 12770 Longest unresolved passenger ID: 219 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 9 Longest dependency chain: P122(28F/RIGHT) -> P197(26G/RIGHT) -> P3(24H/RIGHT) -> P109(27C/RIGHT) -> P38(26C/RIGHT) -> P207(28H/RIGHT) -> P15(30H/RIGHT) -> P219(30G/RIGHT) -> P83(29H/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 122 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 8 Total blocked ticks: 20545 Total stationary ticks: 110417 Seat-event requests: 1790 Failed seat-event starts: 1565 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 83 Critical blocker identity: P83->29H(RIGHT) Direct fan-out: 1 Total indirect descendants: 8 Critical tree size including blocker: 9 Critical tree depth: 9 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 10 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P83(29H/RIGHT/WAITING_FOR_SEAT_EVENT) P219(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P15(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P207(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P38(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P109(27C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P3(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P197(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P122(28F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1565 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 123 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1565 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 677 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[123]: P123(30D/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P123->30D(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P123{seat=30D,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=623,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 30 Current unavailable yield tiles: 30 Current yield-tile occupants: 123 Final row-event chain: 83|123 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1791\nPrecedence substitutions made: 0\nDependency chains followed: 1555\nBlocked by waiting-row occupant: 1555\nSubstituted events started: 1\nOccupied-space rejections: 1566\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 61 AIRLINE POLICY ABSTRACTION READINESS AUDIT ============================================================ Date/Time: 2026-07-17 13:11:42 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 25 Scenario seed: 6293055855285553556 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 94.47% OUTCOME ------- Status: SUCCESS Completed ticks: 891 Passengers seated: 235/235 Average waiting ticks: 391.23 Longest waiting passenger: P122->28F(RIGHT) Longest waiting ticks: 823 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles8-10:occupied=3:anchor=P58:selected=P45:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1568 Maximum occupied tiles: 12 Seat events: 111 Single-blocker events: 37 Multiple-blocker events: 6 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 1846 Maximum occupied tiles: 12 Seat events: 124 Single-blocker events: 37 Multiple-blocker events: 12 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 125 Reservations granted: 123 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4149 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5109 Total stationary ticks: 95294 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 493 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 493 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 61 AIRLINE POLICY ABSTRACTION READINESS AUDIT ============================================================ Date/Time: 2026-07-17 13:11:42 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 26 Scenario seed: -9074491549561652642 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 989 Passengers seated: 282/282 Average waiting ticks: 460.29 Longest waiting passenger: P129->11D(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2133 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 48 Multiple-blocker events: 11 Temporary aisle reoccupations: 70 RIGHT AISLE ----------- Total moves: 2221 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 42 Multiple-blocker events: 9 Temporary aisle reoccupations: 60 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 98 Reservations granted: 94 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5689 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6912 Total stationary ticks: 134633 Seat-event requests: 288 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 593 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 593 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 61 AIRLINE POLICY ABSTRACTION READINESS AUDIT ============================================================ Date/Time: 2026-07-17 13:11:42 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 26 Scenario seed: -9074491549561652642 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 989 Passengers seated: 282/282 Average waiting ticks: 460.30 Longest waiting passenger: P129->11D(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2133 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 48 Multiple-blocker events: 11 Temporary aisle reoccupations: 70 RIGHT AISLE ----------- Total moves: 2221 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 42 Multiple-blocker events: 9 Temporary aisle reoccupations: 60 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 98 Reservations granted: 94 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5694 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6912 Total stationary ticks: 134633 Seat-event requests: 288 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 595 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 595 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 61 AIRLINE POLICY ABSTRACTION READINESS AUDIT ============================================================ Date/Time: 2026-07-17 13:11:42 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 27 Scenario seed: -9036946652584501975 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2336 Passengers seated: 229/235 Average waiting ticks: 417.88 Longest waiting passenger: P71->8C(RIGHT) Longest waiting ticks: 2318 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1532 Regions dissolved: 1 Repeated reconstructions avoided: 1532 Largest region lifetime: 1521 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1521:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1518 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1681 Maximum occupied tiles: 12 Seat events: 117 Single-blocker events: 32 Multiple-blocker events: 11 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1689 Maximum occupied tiles: 11 Seat events: 112 Single-blocker events: 29 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1651 Reservations granted: 1647 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 5160 Longest unresolved passenger ID: 129 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 186 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14019 Total stationary ticks: 105901 Seat-event requests: 1762 Failed seat-event starts: 1533 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 71 Critical blocker identity: P71->8C(RIGHT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 6 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT) P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1533 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 9|10|11 Critical blocker unavailable yield tiles: 11 Critical blocker yield-tile occupants: 129 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1533 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 512 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P78->12H(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 9|10|11 Current unavailable yield tiles: 11 Current yield-tile occupants: 129 Final row-event chain: 71|129|78 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 61 AIRLINE POLICY ABSTRACTION READINESS AUDIT ============================================================ Date/Time: 2026-07-17 13:11:42 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 27 Scenario seed: -9036946652584501975 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2336 Passengers seated: 229/235 Average waiting ticks: 417.88 Longest waiting passenger: P71->8C(RIGHT) Longest waiting ticks: 2318 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1532 Regions dissolved: 1 Repeated reconstructions avoided: 1532 Largest region lifetime: 1521 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1521:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1518 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1681 Maximum occupied tiles: 12 Seat events: 117 Single-blocker events: 32 Multiple-blocker events: 11 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1689 Maximum occupied tiles: 11 Seat events: 112 Single-blocker events: 29 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1651 Reservations granted: 1647 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 5160 Longest unresolved passenger ID: 129 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 186 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14019 Total stationary ticks: 105901 Seat-event requests: 1762 Failed seat-event starts: 1533 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 71 Critical blocker identity: P71->8C(RIGHT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 6 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT) P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1533 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 9|10|11 Critical blocker unavailable yield tiles: 11 Critical blocker yield-tile occupants: 129 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1533 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 512 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P78->12H(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 9|10|11 Current unavailable yield tiles: 11 Current yield-tile occupants: 129 Final row-event chain: 71|129|78 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 61 AIRLINE POLICY ABSTRACTION READINESS AUDIT ============================================================ Date/Time: 2026-07-17 13:11:42 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 28 Scenario seed: 3854657311787069719 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 99.57% OUTCOME ------- Status: SUCCESS Completed ticks: 846 Passengers seated: 235/235 Average waiting ticks: 387.29 Longest waiting passenger: P209->24H(RIGHT) Longest waiting ticks: 791 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 17 Regions dissolved: 1 Repeated reconstructions avoided: 17 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=18 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1630 Maximum occupied tiles: 11 Seat events: 117 Single-blocker events: 29 Multiple-blocker events: 8 Temporary aisle reoccupations: 46 RIGHT AISLE ----------- Total moves: 1792 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 34 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 130 Reservations granted: 128 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4304 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5385 Total stationary ticks: 94620 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 509 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 509 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 61 AIRLINE POLICY ABSTRACTION READINESS AUDIT ============================================================ Date/Time: 2026-07-17 13:11:42 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 28 Scenario seed: 3854657311787069719 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 99.57% OUTCOME ------- Status: SUCCESS Completed ticks: 846 Passengers seated: 235/235 Average waiting ticks: 387.29 Longest waiting passenger: P209->24H(RIGHT) Longest waiting ticks: 791 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 17 Regions dissolved: 1 Repeated reconstructions avoided: 17 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=18 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1630 Maximum occupied tiles: 11 Seat events: 117 Single-blocker events: 29 Multiple-blocker events: 8 Temporary aisle reoccupations: 46 RIGHT AISLE ----------- Total moves: 1792 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 34 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 130 Reservations granted: 128 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4303 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5384 Total stationary ticks: 94620 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 509 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 509 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 61 AIRLINE POLICY ABSTRACTION READINESS AUDIT ============================================================ Date/Time: 2026-07-17 13:11:42 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 29 Scenario seed: -4567754299527007339 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 91.06% OUTCOME ------- Status: SUCCESS Completed ticks: 902 Passengers seated: 235/235 Average waiting ticks: 390.21 Longest waiting passenger: P72->10D(LEFT) Longest waiting ticks: 865 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 21 Regions dissolved: 1 Repeated reconstructions avoided: 21 Largest region lifetime: 22 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=22 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1777 Maximum occupied tiles: 11 Seat events: 128 Single-blocker events: 25 Multiple-blocker events: 19 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 1611 Maximum occupied tiles: 11 Seat events: 107 Single-blocker events: 31 Multiple-blocker events: 4 Temporary aisle reoccupations: 39 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 128 Reservations granted: 125 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4209 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5267 Total stationary ticks: 95173 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 540 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 61 AIRLINE POLICY ABSTRACTION READINESS AUDIT ============================================================ Date/Time: 2026-07-17 13:11:42 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 29 Scenario seed: -4567754299527007339 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 91.06% OUTCOME ------- Status: SUCCESS Completed ticks: 902 Passengers seated: 235/235 Average waiting ticks: 390.21 Longest waiting passenger: P72->10D(LEFT) Longest waiting ticks: 865 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 21 Regions dissolved: 1 Repeated reconstructions avoided: 21 Largest region lifetime: 22 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=22 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1777 Maximum occupied tiles: 11 Seat events: 128 Single-blocker events: 25 Multiple-blocker events: 19 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 1611 Maximum occupied tiles: 11 Seat events: 107 Single-blocker events: 31 Multiple-blocker events: 4 Temporary aisle reoccupations: 39 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 128 Reservations granted: 125 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4209 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5267 Total stationary ticks: 95173 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 540 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 61 AIRLINE POLICY ABSTRACTION READINESS AUDIT ============================================================ Date/Time: 2026-07-17 13:11:42 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 30 Scenario seed: 3367915316291643157 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 869 Passengers seated: 235/235 Average waiting ticks: 394.64 Longest waiting passenger: P74->3A(LEFT) Longest waiting ticks: 817 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1723 Maximum occupied tiles: 11 Seat events: 119 Single-blocker events: 29 Multiple-blocker events: 14 Temporary aisle reoccupations: 61 RIGHT AISLE ----------- Total moves: 1665 Maximum occupied tiles: 11 Seat events: 116 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 124 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3914 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5047 Total stationary ticks: 95938 Seat-event requests: 243 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 572 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 7 Active-event deferrals: 572 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 61 AIRLINE POLICY ABSTRACTION READINESS AUDIT ============================================================ Date/Time: 2026-07-17 13:11:42 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 30 Scenario seed: 3367915316291643157 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 869 Passengers seated: 235/235 Average waiting ticks: 394.64 Longest waiting passenger: P74->3A(LEFT) Longest waiting ticks: 817 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1723 Maximum occupied tiles: 11 Seat events: 119 Single-blocker events: 29 Multiple-blocker events: 14 Temporary aisle reoccupations: 61 RIGHT AISLE ----------- Total moves: 1665 Maximum occupied tiles: 11 Seat events: 116 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 124 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3914 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5047 Total stationary ticks: 95938 Seat-event requests: 243 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 572 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 7 Active-event deferrals: 572 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n ************************************************************ BATCH EXPERIMENT SUMMARY RESEARCH EXPERIMENT 61 AIRLINE POLICY ABSTRACTION READINESS AUDIT ************************************************************ Experiment seed: 9783790101901 Scenarios executed: 60 Successful completions: 43 Incomplete/MAX_TICKS: 17 Average completed ticks: 1391.40 Average waiting ticks: 460.32 ************************************************************ ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 62 DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT ============================================================ Date/Time: 2026-07-17 13:21:37 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 1 Scenario seed: 3055370766012738473 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 842 Passengers seated: 235/235 Average waiting ticks: 381.71 Longest waiting passenger: P14->4G(RIGHT) Longest waiting ticks: 802 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 31 Regions dissolved: 3 Repeated reconstructions avoided: 31 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 0 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1605 Maximum occupied tiles: 13 Seat events: 114 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 56 RIGHT AISLE ----------- Total moves: 1759 Maximum occupied tiles: 13 Seat events: 121 Single-blocker events: 28 Multiple-blocker events: 11 Temporary aisle reoccupations: 53 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 129 Reservations granted: 129 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4378 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5526 Total stationary ticks: 93373 Seat-event requests: 249 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 592 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 592 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 62 DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT ============================================================ Date/Time: 2026-07-17 13:21:37 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 1 Scenario seed: 3055370766012738473 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 842 Passengers seated: 235/235 Average waiting ticks: 381.71 Longest waiting passenger: P14->4G(RIGHT) Longest waiting ticks: 802 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 31 Regions dissolved: 3 Repeated reconstructions avoided: 31 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 0 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1605 Maximum occupied tiles: 13 Seat events: 114 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 56 RIGHT AISLE ----------- Total moves: 1759 Maximum occupied tiles: 13 Seat events: 121 Single-blocker events: 28 Multiple-blocker events: 11 Temporary aisle reoccupations: 53 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 129 Reservations granted: 129 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4378 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5526 Total stationary ticks: 93373 Seat-event requests: 249 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 592 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 592 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 62 DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT ============================================================ Date/Time: 2026-07-17 13:21:37 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 2 Scenario seed: -5861873949581201790 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 461.78 Longest waiting passenger: P176->13G(RIGHT) Longest waiting ticks: 940 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2124 Maximum occupied tiles: 12 Seat events: 140 Single-blocker events: 52 Multiple-blocker events: 12 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2238 Maximum occupied tiles: 13 Seat events: 142 Single-blocker events: 33 Multiple-blocker events: 24 Temporary aisle reoccupations: 81 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 99 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5604 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6986 Total stationary ticks: 134989 Seat-event requests: 296 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 657 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 657 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 62 DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT ============================================================ Date/Time: 2026-07-17 13:21:37 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 2 Scenario seed: -5861873949581201790 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 461.78 Longest waiting passenger: P176->13G(RIGHT) Longest waiting ticks: 940 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2124 Maximum occupied tiles: 12 Seat events: 140 Single-blocker events: 52 Multiple-blocker events: 12 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2238 Maximum occupied tiles: 13 Seat events: 142 Single-blocker events: 33 Multiple-blocker events: 24 Temporary aisle reoccupations: 81 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 99 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5604 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6986 Total stationary ticks: 134989 Seat-event requests: 296 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 657 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 657 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 62 DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT ============================================================ Date/Time: 2026-07-17 13:21:37 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 3 Scenario seed: 6413959567787430862 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 99.72% OUTCOME ------- Status: SUCCESS Completed ticks: 1255 Passengers seated: 353/353 Average waiting ticks: 584.28 Longest waiting passenger: P110->21D(LEFT) Longest waiting ticks: 1200 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 51 Regions dissolved: 4 Repeated reconstructions avoided: 51 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=11 Confirmation deferral ticks: 5 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3168 Maximum occupied tiles: 14 Seat events: 177 Single-blocker events: 45 Multiple-blocker events: 29 Temporary aisle reoccupations: 109 RIGHT AISLE ----------- Total moves: 3052 Maximum occupied tiles: 13 Seat events: 176 Single-blocker events: 53 Multiple-blocker events: 27 Temporary aisle reoccupations: 112 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 159 Reservations granted: 157 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8069 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9772 Total stationary ticks: 213222 Seat-event requests: 381 Failed seat-event starts: 28 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 782 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 28 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 782 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 62 DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT ============================================================ Date/Time: 2026-07-17 13:21:37 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 3 Scenario seed: 6413959567787430862 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 99.72% OUTCOME ------- Status: SUCCESS Completed ticks: 1255 Passengers seated: 353/353 Average waiting ticks: 584.23 Longest waiting passenger: P110->21D(LEFT) Longest waiting ticks: 1200 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 51 Regions dissolved: 4 Repeated reconstructions avoided: 51 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=11 Confirmation deferral ticks: 5 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3168 Maximum occupied tiles: 14 Seat events: 177 Single-blocker events: 45 Multiple-blocker events: 29 Temporary aisle reoccupations: 109 RIGHT AISLE ----------- Total moves: 3052 Maximum occupied tiles: 13 Seat events: 176 Single-blocker events: 53 Multiple-blocker events: 27 Temporary aisle reoccupations: 112 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 159 Reservations granted: 157 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8079 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9784 Total stationary ticks: 213224 Seat-event requests: 381 Failed seat-event starts: 28 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 775 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 28 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 775 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 62 DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT ============================================================ Date/Time: 2026-07-17 13:21:37 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 4 Scenario seed: -6874954252876456991 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2294 Passengers seated: 169/235 Average waiting ticks: 811.85 Longest waiting passenger: P2->16C(RIGHT) Longest waiting ticks: 2294 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 4 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1889 Regions dissolved: 0 Repeated reconstructions avoided: 1889 Largest region lifetime: 1890 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1890:occupied=4 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1887 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1607 Maximum occupied tiles: 13 Seat events: 113 Single-blocker events: 31 Multiple-blocker events: 9 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 914 Maximum occupied tiles: 12 Seat events: 56 Single-blocker events: 9 Multiple-blocker events: 1 Temporary aisle reoccupations: 11 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1981 Reservations granted: 1976 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 57 Remaining moving in aisle: 6 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 11640 Longest unresolved passenger ID: 2 Longest unresolved row: 16 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 109 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 6 Total blocked ticks: 20936 Total stationary ticks: 204785 Seat-event requests: 2064 Failed seat-event starts: 1895 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 169 Critical blocker identity: P169->4C(RIGHT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 9 Unresolved outside passengers: 57 Unresolved internal passengers outside critical tree: 5 Critical blocker tree: P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT) P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1895 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 5|6|7 Critical blocker unavailable yield tiles: 7 Critical blocker yield-tile occupants: 165 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1895 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 388 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P53->8E(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 5|6|7 Current unavailable yield tiles: 7 Current yield-tile occupants: 165 Final row-event chain: 169|165|53 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 62 DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT ============================================================ Date/Time: 2026-07-17 13:21:37 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 4 Scenario seed: -6874954252876456991 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2294 Passengers seated: 169/235 Average waiting ticks: 811.85 Longest waiting passenger: P2->16C(RIGHT) Longest waiting ticks: 2294 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 4 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1889 Regions dissolved: 0 Repeated reconstructions avoided: 1889 Largest region lifetime: 1890 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1890:occupied=4 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1887 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1607 Maximum occupied tiles: 13 Seat events: 113 Single-blocker events: 31 Multiple-blocker events: 9 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 914 Maximum occupied tiles: 12 Seat events: 56 Single-blocker events: 9 Multiple-blocker events: 1 Temporary aisle reoccupations: 11 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1981 Reservations granted: 1976 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 57 Remaining moving in aisle: 6 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 11640 Longest unresolved passenger ID: 2 Longest unresolved row: 16 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 109 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 6 Total blocked ticks: 20922 Total stationary ticks: 204781 Seat-event requests: 2064 Failed seat-event starts: 1895 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 169 Critical blocker identity: P169->4C(RIGHT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 9 Unresolved outside passengers: 57 Unresolved internal passengers outside critical tree: 5 Critical blocker tree: P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT) P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1895 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 5|6|7 Critical blocker unavailable yield tiles: 7 Critical blocker yield-tile occupants: 165 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1895 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 380 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P53->8E(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 5|6|7 Current unavailable yield tiles: 7 Current yield-tile occupants: 165 Final row-event chain: 169|165|53 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 62 DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT ============================================================ Date/Time: 2026-07-17 13:21:37 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 5 Scenario seed: -3861213001347413166 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1037 Passengers seated: 282/282 Average waiting ticks: 463.27 Longest waiting passenger: P14->18D(LEFT) Longest waiting ticks: 988 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2266 Maximum occupied tiles: 13 Seat events: 148 Single-blocker events: 41 Multiple-blocker events: 16 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 2110 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 45 Multiple-blocker events: 14 Temporary aisle reoccupations: 73 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 95 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5619 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6814 Total stationary ticks: 135338 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 584 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 584 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 62 DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT ============================================================ Date/Time: 2026-07-17 13:21:37 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 5 Scenario seed: -3861213001347413166 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1037 Passengers seated: 282/282 Average waiting ticks: 463.27 Longest waiting passenger: P14->18D(LEFT) Longest waiting ticks: 988 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2266 Maximum occupied tiles: 13 Seat events: 148 Single-blocker events: 41 Multiple-blocker events: 16 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 2110 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 45 Multiple-blocker events: 14 Temporary aisle reoccupations: 73 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 95 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5619 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6814 Total stationary ticks: 135338 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 584 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 584 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 62 DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT ============================================================ Date/Time: 2026-07-17 13:21:37 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 6 Scenario seed: 5232186905524502075 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 94.47% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2349 Passengers seated: 226/235 Average waiting ticks: 412.04 Longest waiting passenger: P148->22D(RIGHT) Longest waiting ticks: 2308 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 10 Cluster candidates evaluated: 3 Executable cluster candidates: 1 Rejected cluster candidates: 2 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 9 Selected release potential total: 5 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1602 Regions dissolved: 2 Repeated reconstructions avoided: 1602 Largest region lifetime: 1574 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1574:occupied=9 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1520 State changes reopening evaluation: 9 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1534 Maximum occupied tiles: 11 Seat events: 111 Single-blocker events: 33 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1850 Maximum occupied tiles: 13 Seat events: 115 Single-blocker events: 25 Multiple-blocker events: 11 Temporary aisle reoccupations: 49 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1668 Reservations granted: 1665 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 7 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 11128 Longest unresolved passenger ID: 198 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 7 Longest dependency chain: P102(27G/RIGHT) -> P111(26C/RIGHT) -> P180(26D/RIGHT) -> P228(28H/RIGHT) -> P123(29E/RIGHT) -> P198(30F/RIGHT) -> P69(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 102 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 7 Total blocked ticks: 18631 Total stationary ticks: 110660 Seat-event requests: 1780 Failed seat-event starts: 1554 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 69 Critical blocker identity: P69->29C(RIGHT) Direct fan-out: 1 Total indirect descendants: 6 Critical tree size including blocker: 7 Critical tree depth: 7 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 9 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P69(29C/RIGHT/WAITING_FOR_SEAT_EVENT) P198(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P123(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P228(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P180(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P111(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P102(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1519 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1519 Rear-boundary failures: 35 Middle-bank reservation failures: 3 Active-event deferrals: 539 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1782\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1522\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 62 DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT ============================================================ Date/Time: 2026-07-17 13:21:37 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 6 Scenario seed: 5232186905524502075 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 94.47% OUTCOME ------- Status: SUCCESS Completed ticks: 892 Passengers seated: 235/235 Average waiting ticks: 399.84 Longest waiting passenger: P204->17E(RIGHT) Longest waiting ticks: 844 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 6 Selected release potential total: 5 Last cluster decision: RIGHT:tiles8-13:occupied=6:anchor=P172:selected=P162:directReleases=0:releasePotential=5 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 29 Regions dissolved: 2 Repeated reconstructions avoided: 29 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1534 Maximum occupied tiles: 11 Seat events: 111 Single-blocker events: 33 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1872 Maximum occupied tiles: 11 Seat events: 124 Single-blocker events: 28 Multiple-blocker events: 15 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 134 Reservations granted: 131 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3993 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4927 Total stationary ticks: 97124 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 507 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 507 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 62 DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT ============================================================ Date/Time: 2026-07-17 13:21:37 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 7 Scenario seed: -6941493034642023543 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 95.75% OUTCOME ------- Status: SUCCESS Completed ticks: 1320 Passengers seated: 353/353 Average waiting ticks: 603.76 Longest waiting passenger: P99->23G(LEFT) Longest waiting ticks: 1270 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3201 Maximum occupied tiles: 15 Seat events: 184 Single-blocker events: 48 Multiple-blocker events: 27 Temporary aisle reoccupations: 104 RIGHT AISLE ----------- Total moves: 2947 Maximum occupied tiles: 13 Seat events: 169 Single-blocker events: 50 Multiple-blocker events: 21 Temporary aisle reoccupations: 95 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 152 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6822 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8389 Total stationary ticks: 218685 Seat-event requests: 375 Failed seat-event starts: 22 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 864 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 22 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 864 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 62 DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT ============================================================ Date/Time: 2026-07-17 13:21:37 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 7 Scenario seed: -6941493034642023543 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 95.75% OUTCOME ------- Status: SUCCESS Completed ticks: 1320 Passengers seated: 353/353 Average waiting ticks: 603.79 Longest waiting passenger: P99->23G(LEFT) Longest waiting ticks: 1270 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3201 Maximum occupied tiles: 15 Seat events: 184 Single-blocker events: 48 Multiple-blocker events: 27 Temporary aisle reoccupations: 104 RIGHT AISLE ----------- Total moves: 2947 Maximum occupied tiles: 13 Seat events: 169 Single-blocker events: 50 Multiple-blocker events: 21 Temporary aisle reoccupations: 95 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 152 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6817 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8387 Total stationary ticks: 218684 Seat-event requests: 374 Failed seat-event starts: 21 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 871 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 21 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 871 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 374\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 62 DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT ============================================================ Date/Time: 2026-07-17 13:21:37 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 8 Scenario seed: -8554465769121675260 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 861 Passengers seated: 235/235 Average waiting ticks: 382.57 Longest waiting passenger: P23->28C(RIGHT) Longest waiting ticks: 816 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1693 Maximum occupied tiles: 14 Seat events: 114 Single-blocker events: 26 Multiple-blocker events: 13 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 1699 Maximum occupied tiles: 12 Seat events: 121 Single-blocker events: 35 Multiple-blocker events: 11 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 125 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4487 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5649 Total stationary ticks: 93738 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 539 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 539 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 62 DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT ============================================================ Date/Time: 2026-07-17 13:21:37 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 8 Scenario seed: -8554465769121675260 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 861 Passengers seated: 235/235 Average waiting ticks: 382.62 Longest waiting passenger: P23->28C(RIGHT) Longest waiting ticks: 816 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1693 Maximum occupied tiles: 14 Seat events: 114 Single-blocker events: 26 Multiple-blocker events: 13 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 1699 Maximum occupied tiles: 12 Seat events: 121 Single-blocker events: 35 Multiple-blocker events: 11 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 125 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4472 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5637 Total stationary ticks: 93736 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 542 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 542 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 62 DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT ============================================================ Date/Time: 2026-07-17 13:21:38 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 9 Scenario seed: 5225839747377591732 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1015 Passengers seated: 282/282 Average waiting ticks: 466.34 Longest waiting passenger: P68->23A(LEFT) Longest waiting ticks: 960 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2100 Maximum occupied tiles: 11 Seat events: 144 Single-blocker events: 44 Multiple-blocker events: 12 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 2256 Maximum occupied tiles: 12 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 13 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 102 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5299 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6604 Total stationary ticks: 135920 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 691 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 691 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 62 DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT ============================================================ Date/Time: 2026-07-17 13:21:38 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 9 Scenario seed: 5225839747377591732 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1015 Passengers seated: 282/282 Average waiting ticks: 466.34 Longest waiting passenger: P68->23A(LEFT) Longest waiting ticks: 960 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2100 Maximum occupied tiles: 11 Seat events: 144 Single-blocker events: 44 Multiple-blocker events: 12 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 2256 Maximum occupied tiles: 12 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 13 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 102 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5299 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6604 Total stationary ticks: 135920 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 691 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 691 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 62 DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT ============================================================ Date/Time: 2026-07-17 13:21:38 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 10 Scenario seed: 1939935009979591158 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2369 Passengers seated: 232/235 Average waiting ticks: 394.61 Longest waiting passenger: P8->28F(LEFT) Longest waiting ticks: 2299 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1636 Regions dissolved: 2 Repeated reconstructions avoided: 1636 Largest region lifetime: 1601 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1601:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1584 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 12 Seat events: 110 Single-blocker events: 30 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1757 Maximum occupied tiles: 11 Seat events: 122 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1714 Reservations granted: 1714 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 2 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4339 Longest unresolved passenger ID: 15 Longest unresolved row: 28 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 121 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 2 Total blocked ticks: 10065 Total stationary ticks: 99506 Seat-event requests: 1830 Failed seat-event starts: 1598 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 8 Critical blocker identity: P8->28F(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P8(28F/LEFT/WAITING_FOR_SEAT_EVENT) P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1587 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 3 Critical blocker required yield tiles: 29|30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 11 Rear-boundary failures: 1587 Middle-bank reservation failures: 0 Active-event deferrals: 484 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 29|30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 62 DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT ============================================================ Date/Time: 2026-07-17 13:21:38 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 10 Scenario seed: 1939935009979591158 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2369 Passengers seated: 232/235 Average waiting ticks: 394.60 Longest waiting passenger: P8->28F(LEFT) Longest waiting ticks: 2299 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1636 Regions dissolved: 2 Repeated reconstructions avoided: 1636 Largest region lifetime: 1601 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1601:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1584 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 12 Seat events: 110 Single-blocker events: 30 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1757 Maximum occupied tiles: 11 Seat events: 122 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1714 Reservations granted: 1714 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 2 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4349 Longest unresolved passenger ID: 15 Longest unresolved row: 28 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 121 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 2 Total blocked ticks: 10071 Total stationary ticks: 99508 Seat-event requests: 1830 Failed seat-event starts: 1598 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 8 Critical blocker identity: P8->28F(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P8(28F/LEFT/WAITING_FOR_SEAT_EVENT) P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1587 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 3 Critical blocker required yield tiles: 29|30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 11 Rear-boundary failures: 1587 Middle-bank reservation failures: 0 Active-event deferrals: 485 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 29|30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 62 DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT ============================================================ Date/Time: 2026-07-17 13:21:38 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 11 Scenario seed: 1252229027809620306 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 97.45% OUTCOME ------- Status: SUCCESS Completed ticks: 1280 Passengers seated: 353/353 Average waiting ticks: 583.29 Longest waiting passenger: P34->24D(LEFT) Longest waiting ticks: 1216 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3262 Maximum occupied tiles: 13 Seat events: 181 Single-blocker events: 47 Multiple-blocker events: 22 Temporary aisle reoccupations: 97 RIGHT AISLE ----------- Total moves: 2896 Maximum occupied tiles: 14 Seat events: 172 Single-blocker events: 43 Multiple-blocker events: 26 Temporary aisle reoccupations: 100 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 149 Reservations granted: 149 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8010 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9374 Total stationary ticks: 212715 Seat-event requests: 371 Failed seat-event starts: 18 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 643 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 18 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 643 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 62 DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT ============================================================ Date/Time: 2026-07-17 13:21:38 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 11 Scenario seed: 1252229027809620306 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 97.45% OUTCOME ------- Status: SUCCESS Completed ticks: 1280 Passengers seated: 353/353 Average waiting ticks: 583.32 Longest waiting passenger: P34->24D(LEFT) Longest waiting ticks: 1216 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3262 Maximum occupied tiles: 13 Seat events: 181 Single-blocker events: 47 Multiple-blocker events: 22 Temporary aisle reoccupations: 97 RIGHT AISLE ----------- Total moves: 2896 Maximum occupied tiles: 14 Seat events: 172 Single-blocker events: 43 Multiple-blocker events: 26 Temporary aisle reoccupations: 100 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 149 Reservations granted: 149 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7975 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9381 Total stationary ticks: 212716 Seat-event requests: 371 Failed seat-event starts: 18 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 654 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 18 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 654 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 62 DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT ============================================================ Date/Time: 2026-07-17 13:21:38 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 12 Scenario seed: 8187627317652047108 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 93.62% OUTCOME ------- Status: SUCCESS Completed ticks: 880 Passengers seated: 235/235 Average waiting ticks: 383.92 Longest waiting passenger: P3->11G(RIGHT) Longest waiting ticks: 827 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 29 Regions dissolved: 1 Repeated reconstructions avoided: 29 Largest region lifetime: 30 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=30 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 13 Seat events: 110 Single-blocker events: 28 Multiple-blocker events: 7 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1738 Maximum occupied tiles: 12 Seat events: 125 Single-blocker events: 35 Multiple-blocker events: 14 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 135 Reservations granted: 125 Reservations denied/waited: 10 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4421 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5748 Total stationary ticks: 94039 Seat-event requests: 241 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 646 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 10 Active-event deferrals: 646 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 62 DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT ============================================================ Date/Time: 2026-07-17 13:21:38 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 12 Scenario seed: 8187627317652047108 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 93.62% OUTCOME ------- Status: SUCCESS Completed ticks: 880 Passengers seated: 235/235 Average waiting ticks: 384.07 Longest waiting passenger: P3->11G(RIGHT) Longest waiting ticks: 827 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 29 Regions dissolved: 1 Repeated reconstructions avoided: 29 Largest region lifetime: 30 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=30 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 13 Seat events: 110 Single-blocker events: 28 Multiple-blocker events: 7 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1738 Maximum occupied tiles: 12 Seat events: 125 Single-blocker events: 35 Multiple-blocker events: 14 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 133 Reservations granted: 125 Reservations denied/waited: 8 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4381 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5693 Total stationary ticks: 94024 Seat-event requests: 241 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 645 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 8 Active-event deferrals: 645 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 62 DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT ============================================================ Date/Time: 2026-07-17 13:21:38 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 13 Scenario seed: 6351835860743924132 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 65.96% Aisle-assignment balance: 95.04% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2516 Passengers seated: 277/282 Average waiting ticks: 479.16 Longest waiting passenger: P279->31A(LEFT) Longest waiting ticks: 2446 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 0 Rejected cluster candidates: 1 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 5 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1515 Regions dissolved: 0 Repeated reconstructions avoided: 1515 Largest region lifetime: 1516 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1516:occupied=5 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1499 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2303 Maximum occupied tiles: 15 Seat events: 143 Single-blocker events: 44 Multiple-blocker events: 16 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2058 Maximum occupied tiles: 13 Seat events: 134 Single-blocker events: 36 Multiple-blocker events: 13 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 96 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5609 Longest unresolved passenger ID: 117 Longest unresolved row: 32 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 226 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14637 Total stationary ticks: 144501 Seat-event requests: 1814 Failed seat-event starts: 1537 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 111 Critical blocker identity: P111->28A(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P111(28A/LEFT/WAITING_FOR_SEAT_EVENT) P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1513 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 29|30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 117 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1513 Rear-boundary failures: 24 Middle-bank reservation failures: 1 Active-event deferrals: 702 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P279->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=925,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 29|30 Current unavailable yield tiles: 30 Current yield-tile occupants: 117 Final row-event chain: 111|117|279 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 62 DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT ============================================================ Date/Time: 2026-07-17 13:21:38 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 13 Scenario seed: 6351835860743924132 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 65.96% Aisle-assignment balance: 95.04% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2516 Passengers seated: 277/282 Average waiting ticks: 479.23 Longest waiting passenger: P279->31A(LEFT) Longest waiting ticks: 2446 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 0 Rejected cluster candidates: 1 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 5 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1515 Regions dissolved: 0 Repeated reconstructions avoided: 1515 Largest region lifetime: 1516 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1516:occupied=5 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1499 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2303 Maximum occupied tiles: 15 Seat events: 143 Single-blocker events: 44 Multiple-blocker events: 16 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2058 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 36 Multiple-blocker events: 13 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 96 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5567 Longest unresolved passenger ID: 117 Longest unresolved row: 32 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 226 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14536 Total stationary ticks: 144436 Seat-event requests: 1814 Failed seat-event starts: 1537 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 111 Critical blocker identity: P111->28A(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P111(28A/LEFT/WAITING_FOR_SEAT_EVENT) P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1513 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 29|30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 117 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1513 Rear-boundary failures: 24 Middle-bank reservation failures: 1 Active-event deferrals: 689 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P279->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=933,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 29|30 Current unavailable yield tiles: 30 Current yield-tile occupants: 117 Final row-event chain: 111|117|279 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 62 DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT ============================================================ Date/Time: 2026-07-17 13:21:38 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 14 Scenario seed: -8658915343845013000 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 995 Passengers seated: 282/282 Average waiting ticks: 460.22 Longest waiting passenger: P218->6F(RIGHT) Longest waiting ticks: 951 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2250 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 38 Multiple-blocker events: 11 Temporary aisle reoccupations: 60 RIGHT AISLE ----------- Total moves: 2145 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 42 Multiple-blocker events: 17 Temporary aisle reoccupations: 76 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 98 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5688 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7053 Total stationary ticks: 134674 Seat-event requests: 287 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 657 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 657 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 62 DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT ============================================================ Date/Time: 2026-07-17 13:21:38 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 14 Scenario seed: -8658915343845013000 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 995 Passengers seated: 282/282 Average waiting ticks: 460.18 Longest waiting passenger: P218->6F(RIGHT) Longest waiting ticks: 951 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2250 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 38 Multiple-blocker events: 11 Temporary aisle reoccupations: 60 RIGHT AISLE ----------- Total moves: 2145 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 42 Multiple-blocker events: 17 Temporary aisle reoccupations: 76 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 98 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5713 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7065 Total stationary ticks: 134676 Seat-event requests: 287 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 656 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 656 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 62 DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT ============================================================ Date/Time: 2026-07-17 13:21:38 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 15 Scenario seed: 5673179910411321410 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 462.27 Longest waiting passenger: P21->16E(RIGHT) Longest waiting ticks: 953 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2199 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 41 Multiple-blocker events: 20 Temporary aisle reoccupations: 81 RIGHT AISLE ----------- Total moves: 2185 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 39 Multiple-blocker events: 16 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 96 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5393 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6898 Total stationary ticks: 134958 Seat-event requests: 301 Failed seat-event starts: 19 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 714 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 19 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 714 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 62 DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT ============================================================ Date/Time: 2026-07-17 13:21:38 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 15 Scenario seed: 5673179910411321410 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 462.25 Longest waiting passenger: P21->16E(RIGHT) Longest waiting ticks: 953 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2199 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 41 Multiple-blocker events: 20 Temporary aisle reoccupations: 81 RIGHT AISLE ----------- Total moves: 2185 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 39 Multiple-blocker events: 16 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 96 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5398 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6898 Total stationary ticks: 134958 Seat-event requests: 301 Failed seat-event starts: 19 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 709 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 19 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 709 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 62 DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT ============================================================ Date/Time: 2026-07-17 13:21:38 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 16 Scenario seed: 6658752785952583458 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1052 Passengers seated: 282/282 Average waiting ticks: 468.96 Longest waiting passenger: P181->4E(LEFT) Longest waiting ticks: 999 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 14 Regions dissolved: 1 Repeated reconstructions avoided: 14 Largest region lifetime: 15 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=15 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2277 Maximum occupied tiles: 12 Seat events: 148 Single-blocker events: 45 Multiple-blocker events: 21 Temporary aisle reoccupations: 87 RIGHT AISLE ----------- Total moves: 2045 Maximum occupied tiles: 11 Seat events: 134 Single-blocker events: 34 Multiple-blocker events: 11 Temporary aisle reoccupations: 56 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 97 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5574 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6661 Total stationary ticks: 136880 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 528 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 528 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 62 DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT ============================================================ Date/Time: 2026-07-17 13:21:38 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 16 Scenario seed: 6658752785952583458 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1052 Passengers seated: 282/282 Average waiting ticks: 468.97 Longest waiting passenger: P181->4E(LEFT) Longest waiting ticks: 999 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 14 Regions dissolved: 1 Repeated reconstructions avoided: 14 Largest region lifetime: 15 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=15 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2277 Maximum occupied tiles: 12 Seat events: 148 Single-blocker events: 45 Multiple-blocker events: 21 Temporary aisle reoccupations: 87 RIGHT AISLE ----------- Total moves: 2045 Maximum occupied tiles: 11 Seat events: 134 Single-blocker events: 34 Multiple-blocker events: 11 Temporary aisle reoccupations: 56 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 97 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5574 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6655 Total stationary ticks: 136878 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 527 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 527 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 62 DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT ============================================================ Date/Time: 2026-07-17 13:21:38 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 17 Scenario seed: -218671498343752214 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.16% OUTCOME ------- Status: SUCCESS Completed ticks: 1029 Passengers seated: 282/282 Average waiting ticks: 464.66 Longest waiting passenger: P242->27G(RIGHT) Longest waiting ticks: 976 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 4 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 22 Regions dissolved: 2 Repeated reconstructions avoided: 22 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2178 Maximum occupied tiles: 12 Seat events: 137 Single-blocker events: 44 Multiple-blocker events: 14 Temporary aisle reoccupations: 72 RIGHT AISLE ----------- Total moves: 2204 Maximum occupied tiles: 12 Seat events: 145 Single-blocker events: 38 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 96 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5622 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6765 Total stationary ticks: 135723 Seat-event requests: 299 Failed seat-event starts: 17 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 557 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 17 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 557 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 62 DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT ============================================================ Date/Time: 2026-07-17 13:21:38 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 17 Scenario seed: -218671498343752214 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.16% OUTCOME ------- Status: SUCCESS Completed ticks: 1029 Passengers seated: 282/282 Average waiting ticks: 464.69 Longest waiting passenger: P242->27G(RIGHT) Longest waiting ticks: 976 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 4 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 22 Regions dissolved: 2 Repeated reconstructions avoided: 22 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2178 Maximum occupied tiles: 12 Seat events: 137 Single-blocker events: 44 Multiple-blocker events: 14 Temporary aisle reoccupations: 72 RIGHT AISLE ----------- Total moves: 2204 Maximum occupied tiles: 12 Seat events: 145 Single-blocker events: 38 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 96 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5612 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6786 Total stationary ticks: 135730 Seat-event requests: 299 Failed seat-event starts: 17 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 574 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 17 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 574 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 62 DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT ============================================================ Date/Time: 2026-07-17 13:21:38 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 18 Scenario seed: -8332752414533420411 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.34% Aisle-assignment balance: 99.15% OUTCOME ------- Status: SUCCESS Completed ticks: 1259 Passengers seated: 353/353 Average waiting ticks: 593.34 Longest waiting passenger: P150->11H(RIGHT) Longest waiting ticks: 1209 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3172 Maximum occupied tiles: 16 Seat events: 175 Single-blocker events: 42 Multiple-blocker events: 24 Temporary aisle reoccupations: 95 RIGHT AISLE ----------- Total moves: 2985 Maximum occupied tiles: 13 Seat events: 178 Single-blocker events: 55 Multiple-blocker events: 26 Temporary aisle reoccupations: 113 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 148 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7954 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9621 Total stationary ticks: 216298 Seat-event requests: 380 Failed seat-event starts: 27 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 784 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 27 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 784 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 62 DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT ============================================================ Date/Time: 2026-07-17 13:21:38 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 18 Scenario seed: -8332752414533420411 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.34% Aisle-assignment balance: 99.15% OUTCOME ------- Status: SUCCESS Completed ticks: 1259 Passengers seated: 353/353 Average waiting ticks: 593.34 Longest waiting passenger: P150->11H(RIGHT) Longest waiting ticks: 1209 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3172 Maximum occupied tiles: 16 Seat events: 175 Single-blocker events: 42 Multiple-blocker events: 24 Temporary aisle reoccupations: 95 RIGHT AISLE ----------- Total moves: 2985 Maximum occupied tiles: 13 Seat events: 178 Single-blocker events: 55 Multiple-blocker events: 26 Temporary aisle reoccupations: 113 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 148 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7954 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9621 Total stationary ticks: 216298 Seat-event requests: 380 Failed seat-event starts: 27 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 784 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 27 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 784 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 62 DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT ============================================================ Date/Time: 2026-07-17 13:21:38 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 19 Scenario seed: 5866349045608257533 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2347 Passengers seated: 230/235 Average waiting ticks: 400.83 Longest waiting passenger: P105->29D(RIGHT) Longest waiting ticks: 2279 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 6 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 6 Selected release potential total: 9 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1613 Regions dissolved: 2 Repeated reconstructions avoided: 1613 Largest region lifetime: 1570 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1570:occupied=5 Confirmation deferral ticks: 6 Regions reaching confirmation: 3 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1549 State changes reopening evaluation: 3 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1684 Maximum occupied tiles: 13 Seat events: 120 Single-blocker events: 26 Multiple-blocker events: 20 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 1708 Maximum occupied tiles: 12 Seat events: 110 Single-blocker events: 29 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1708 Reservations granted: 1708 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 4 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 6675 Longest unresolved passenger ID: 128 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 5 Longest dependency chain: P170(27E/RIGHT) -> P33(30G/RIGHT) -> P155(28G/RIGHT) -> P128(30F/RIGHT) -> P105(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 170 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 4 Total blocked ticks: 13109 Total stationary ticks: 103859 Seat-event requests: 1828 Failed seat-event starts: 1598 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 105 Critical blocker identity: P105->29D(RIGHT) Direct fan-out: 1 Total indirect descendants: 4 Critical tree size including blocker: 5 Critical tree depth: 5 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P105(29D/RIGHT/WAITING_FOR_SEAT_EVENT) P128(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P155(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P33(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P170(27E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1569 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 29 Rear-boundary failures: 1569 Middle-bank reservation failures: 0 Active-event deferrals: 562 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1826\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 62 DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT ============================================================ Date/Time: 2026-07-17 13:21:38 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 19 Scenario seed: 5866349045608257533 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 845 Passengers seated: 235/235 Average waiting ticks: 394.17 Longest waiting passenger: P133->5B(LEFT) Longest waiting ticks: 814 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 4 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 6 Selected release potential total: 9 Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P15:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 44 Regions dissolved: 2 Repeated reconstructions avoided: 44 Largest region lifetime: 34 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=12 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1684 Maximum occupied tiles: 13 Seat events: 120 Single-blocker events: 26 Multiple-blocker events: 20 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 1717 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 30 Multiple-blocker events: 13 Temporary aisle reoccupations: 58 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 142 Reservations granted: 142 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4251 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5354 Total stationary ticks: 96093 Seat-event requests: 264 Failed seat-event starts: 29 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 557 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 29 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 557 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 262\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 62 DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT ============================================================ Date/Time: 2026-07-17 13:21:38 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 20 Scenario seed: 3658999535626094423 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: SUCCESS Completed ticks: 845 Passengers seated: 235/235 Average waiting ticks: 383.63 Longest waiting passenger: P59->4F(RIGHT) Longest waiting ticks: 835 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 25 Regions dissolved: 2 Repeated reconstructions avoided: 25 Largest region lifetime: 19 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=19 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1732 Maximum occupied tiles: 11 Seat events: 113 Single-blocker events: 37 Multiple-blocker events: 8 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1701 Maximum occupied tiles: 13 Seat events: 122 Single-blocker events: 27 Multiple-blocker events: 16 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 127 Reservations granted: 127 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4587 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5751 Total stationary ticks: 94043 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 587 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 587 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 62 DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT ============================================================ Date/Time: 2026-07-17 13:21:38 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 20 Scenario seed: 3658999535626094423 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: SUCCESS Completed ticks: 845 Passengers seated: 235/235 Average waiting ticks: 383.62 Longest waiting passenger: P59->4F(RIGHT) Longest waiting ticks: 835 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 25 Regions dissolved: 2 Repeated reconstructions avoided: 25 Largest region lifetime: 19 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=19 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1732 Maximum occupied tiles: 11 Seat events: 113 Single-blocker events: 37 Multiple-blocker events: 8 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1701 Maximum occupied tiles: 13 Seat events: 122 Single-blocker events: 27 Multiple-blocker events: 16 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 127 Reservations granted: 127 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4592 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5750 Total stationary ticks: 94042 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 583 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 583 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 62 DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT ============================================================ Date/Time: 2026-07-17 13:21:38 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 21 Scenario seed: 1778985705851435071 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1007 Passengers seated: 282/282 Average waiting ticks: 462.32 Longest waiting passenger: P199->4E(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 3 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 8 Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 49 Regions dissolved: 2 Repeated reconstructions avoided: 49 Largest region lifetime: 35 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=35 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2228 Maximum occupied tiles: 13 Seat events: 144 Single-blocker events: 35 Multiple-blocker events: 10 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 2144 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 37 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 103 Reservations granted: 103 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5798 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7265 Total stationary ticks: 135403 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 719 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 719 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 62 DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT ============================================================ Date/Time: 2026-07-17 13:21:38 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 21 Scenario seed: 1778985705851435071 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1007 Passengers seated: 282/282 Average waiting ticks: 462.32 Longest waiting passenger: P199->4E(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 3 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 8 Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 49 Regions dissolved: 2 Repeated reconstructions avoided: 49 Largest region lifetime: 35 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=35 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2228 Maximum occupied tiles: 13 Seat events: 144 Single-blocker events: 35 Multiple-blocker events: 10 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 2144 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 37 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 103 Reservations granted: 103 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5798 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7265 Total stationary ticks: 135403 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 719 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 719 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 62 DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT ============================================================ Date/Time: 2026-07-17 13:21:38 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 22 Scenario seed: 4203521108576778203 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.14% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2482 Passengers seated: 270/282 Average waiting ticks: 472.84 Longest waiting passenger: P277->30F(LEFT) Longest waiting ticks: 2442 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 13 Cluster candidates evaluated: 14 Executable cluster candidates: 1 Rejected cluster candidates: 13 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 12 Selected release potential total: 2 Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1645 Regions dissolved: 1 Repeated reconstructions avoided: 1645 Largest region lifetime: 1638 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1638:occupied=12 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1562 State changes reopening evaluation: 12 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2166 Maximum occupied tiles: 17 Seat events: 132 Single-blocker events: 38 Multiple-blocker events: 13 Temporary aisle reoccupations: 64 RIGHT AISLE ----------- Total moves: 2158 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 18 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1758 Reservations granted: 1751 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 10 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 16258 Longest unresolved passenger ID: 48 Longest unresolved row: 31 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 11 Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 75 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 10 Total blocked ticks: 26140 Total stationary ticks: 153459 Seat-event requests: 1940 Failed seat-event starts: 1670 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 277 Critical blocker identity: P277->30F(LEFT) Direct fan-out: 1 Total indirect descendants: 10 Critical tree size including blocker: 11 Critical tree depth: 11 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 12 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P277(30F/LEFT/WAITING_FOR_SEAT_EVENT) P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1669 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 31|32 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: 48 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1669 Rear-boundary failures: 1 Middle-bank reservation failures: 7 Active-event deferrals: 1100 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P48->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 31|32 Current unavailable yield tiles: 31 Current yield-tile occupants: 48 Final row-event chain: 277|48 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 62 DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT ============================================================ Date/Time: 2026-07-17 13:21:38 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 22 Scenario seed: 4203521108576778203 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.14% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2482 Passengers seated: 270/282 Average waiting ticks: 472.87 Longest waiting passenger: P277->30F(LEFT) Longest waiting ticks: 2442 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 11 Cluster candidates evaluated: 12 Executable cluster candidates: 1 Rejected cluster candidates: 11 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 12 Selected release potential total: 2 Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1645 Regions dissolved: 1 Repeated reconstructions avoided: 1645 Largest region lifetime: 1638 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1638:occupied=12 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1564 State changes reopening evaluation: 10 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2166 Maximum occupied tiles: 17 Seat events: 132 Single-blocker events: 38 Multiple-blocker events: 13 Temporary aisle reoccupations: 64 RIGHT AISLE ----------- Total moves: 2158 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 18 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1758 Reservations granted: 1751 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 10 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 16243 Longest unresolved passenger ID: 48 Longest unresolved row: 31 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 11 Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 75 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 10 Total blocked ticks: 26119 Total stationary ticks: 153453 Seat-event requests: 1940 Failed seat-event starts: 1670 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 277 Critical blocker identity: P277->30F(LEFT) Direct fan-out: 1 Total indirect descendants: 10 Critical tree size including blocker: 11 Critical tree depth: 11 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 12 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P277(30F/LEFT/WAITING_FOR_SEAT_EVENT) P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1669 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 31|32 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: 48 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1669 Rear-boundary failures: 1 Middle-bank reservation failures: 7 Active-event deferrals: 1095 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P48->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 31|32 Current unavailable yield tiles: 31 Current yield-tile occupants: 48 Final row-event chain: 277|48 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 62 DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT ============================================================ Date/Time: 2026-07-17 13:21:38 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 23 Scenario seed: -3947160987031988780 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2313 Passengers seated: 230/235 Average waiting ticks: 405.99 Longest waiting passenger: P174->17F(LEFT) Longest waiting ticks: 2271 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=11 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1769 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 21 Multiple-blocker events: 9 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1662 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 30 Multiple-blocker events: 14 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1615 Reservations granted: 1615 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 6610 Longest unresolved passenger ID: 206 Longest unresolved row: 26 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 206 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 13157 Total stationary ticks: 100829 Seat-event requests: 1735 Failed seat-event starts: 1505 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 29 Critical blocker identity: P29->21A(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P29(21A/LEFT/WAITING_FOR_SEAT_EVENT) P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1505 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 3 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1505 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_SPACE_AVAILABLE Final snapshot prerequisite: YIELD_SPACE_AVAILABLE Current required blockers: 1 Current required yield tiles: 22 Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: YIELD_SPACE_AVAILABLE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 62 DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT ============================================================ Date/Time: 2026-07-17 13:21:38 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 23 Scenario seed: -3947160987031988780 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2313 Passengers seated: 230/235 Average waiting ticks: 405.99 Longest waiting passenger: P174->17F(LEFT) Longest waiting ticks: 2271 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=11 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1769 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 21 Multiple-blocker events: 9 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1662 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 30 Multiple-blocker events: 14 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1615 Reservations granted: 1615 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 6610 Longest unresolved passenger ID: 206 Longest unresolved row: 26 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 206 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 13157 Total stationary ticks: 100829 Seat-event requests: 1735 Failed seat-event starts: 1505 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 29 Critical blocker identity: P29->21A(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P29(21A/LEFT/WAITING_FOR_SEAT_EVENT) P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1505 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 3 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1505 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_SPACE_AVAILABLE Final snapshot prerequisite: YIELD_SPACE_AVAILABLE Current required blockers: 1 Current required yield tiles: 22 Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: YIELD_SPACE_AVAILABLE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 62 DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT ============================================================ Date/Time: 2026-07-17 13:21:38 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 24 Scenario seed: 4419539434258219231 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2333 Passengers seated: 233/235 Average waiting ticks: 387.31 Longest waiting passenger: P149->29D(RIGHT) Longest waiting ticks: 2259 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1678 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1737 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 24 Multiple-blocker events: 11 Temporary aisle reoccupations: 46 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1650 Reservations granted: 1646 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4313 Longest unresolved passenger ID: 20 Longest unresolved row: 29 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 20 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 8439 Total stationary ticks: 96156 Seat-event requests: 1764 Failed seat-event starts: 1531 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 149 Critical blocker identity: P149->29D(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT) P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1526 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 5 Rear-boundary failures: 1526 Middle-bank reservation failures: 4 Active-event deferrals: 545 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 62 DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT ============================================================ Date/Time: 2026-07-17 13:21:38 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 24 Scenario seed: 4419539434258219231 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2333 Passengers seated: 233/235 Average waiting ticks: 387.32 Longest waiting passenger: P149->29D(RIGHT) Longest waiting ticks: 2259 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1678 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1737 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 24 Multiple-blocker events: 11 Temporary aisle reoccupations: 46 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1650 Reservations granted: 1646 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4308 Longest unresolved passenger ID: 20 Longest unresolved row: 29 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 20 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 8438 Total stationary ticks: 96155 Seat-event requests: 1764 Failed seat-event starts: 1531 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 149 Critical blocker identity: P149->29D(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT) P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1526 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 5 Rear-boundary failures: 1526 Middle-bank reservation failures: 4 Active-event deferrals: 546 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 62 DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT ============================================================ Date/Time: 2026-07-17 13:21:38 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 25 Scenario seed: 6293055855285553556 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 94.47% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2324 Passengers seated: 225/235 Average waiting ticks: 403.89 Longest waiting passenger: P83->29H(RIGHT) Longest waiting ticks: 2280 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 11 Cluster candidates evaluated: 12 Executable cluster candidates: 1 Rejected cluster candidates: 11 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 10 Selected release potential total: 2 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1684 Regions dissolved: 1 Repeated reconstructions avoided: 1684 Largest region lifetime: 1673 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1673:occupied=10 Confirmation deferral ticks: 3 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1540 State changes reopening evaluation: 10 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1568 Maximum occupied tiles: 12 Seat events: 111 Single-blocker events: 38 Multiple-blocker events: 5 Temporary aisle reoccupations: 50 RIGHT AISLE ----------- Total moves: 1823 Maximum occupied tiles: 16 Seat events: 114 Single-blocker events: 32 Multiple-blocker events: 10 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 122 Reservations granted: 120 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 8 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 12770 Longest unresolved passenger ID: 219 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 9 Longest dependency chain: P122(28F/RIGHT) -> P197(26G/RIGHT) -> P3(24H/RIGHT) -> P109(27C/RIGHT) -> P38(26C/RIGHT) -> P207(28H/RIGHT) -> P15(30H/RIGHT) -> P219(30G/RIGHT) -> P83(29H/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 122 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 8 Total blocked ticks: 20545 Total stationary ticks: 110417 Seat-event requests: 1790 Failed seat-event starts: 1565 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 83 Critical blocker identity: P83->29H(RIGHT) Direct fan-out: 1 Total indirect descendants: 8 Critical tree size including blocker: 9 Critical tree depth: 9 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 10 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P83(29H/RIGHT/WAITING_FOR_SEAT_EVENT) P219(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P15(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P207(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P38(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P109(27C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P3(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P197(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P122(28F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1565 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 123 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1565 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 677 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[123]: P123(30D/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P123->30D(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P123{seat=30D,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=623,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 30 Current unavailable yield tiles: 30 Current yield-tile occupants: 123 Final row-event chain: 83|123 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1791\nPrecedence substitutions made: 0\nDependency chains followed: 1555\nBlocked by waiting-row occupant: 1555\nSubstituted events started: 1\nOccupied-space rejections: 1566\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 62 DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT ============================================================ Date/Time: 2026-07-17 13:21:38 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 25 Scenario seed: 6293055855285553556 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 94.47% OUTCOME ------- Status: SUCCESS Completed ticks: 891 Passengers seated: 235/235 Average waiting ticks: 391.23 Longest waiting passenger: P122->28F(RIGHT) Longest waiting ticks: 823 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles8-10:occupied=3:anchor=P58:selected=P45:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1568 Maximum occupied tiles: 12 Seat events: 111 Single-blocker events: 37 Multiple-blocker events: 6 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 1846 Maximum occupied tiles: 12 Seat events: 124 Single-blocker events: 37 Multiple-blocker events: 12 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 125 Reservations granted: 123 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4149 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5109 Total stationary ticks: 95294 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 493 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 493 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 62 DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT ============================================================ Date/Time: 2026-07-17 13:21:38 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 26 Scenario seed: -9074491549561652642 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 989 Passengers seated: 282/282 Average waiting ticks: 460.29 Longest waiting passenger: P129->11D(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2133 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 48 Multiple-blocker events: 11 Temporary aisle reoccupations: 70 RIGHT AISLE ----------- Total moves: 2221 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 42 Multiple-blocker events: 9 Temporary aisle reoccupations: 60 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 98 Reservations granted: 94 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5689 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6912 Total stationary ticks: 134633 Seat-event requests: 288 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 593 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 593 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 62 DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT ============================================================ Date/Time: 2026-07-17 13:21:38 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 26 Scenario seed: -9074491549561652642 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 989 Passengers seated: 282/282 Average waiting ticks: 460.30 Longest waiting passenger: P129->11D(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2133 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 48 Multiple-blocker events: 11 Temporary aisle reoccupations: 70 RIGHT AISLE ----------- Total moves: 2221 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 42 Multiple-blocker events: 9 Temporary aisle reoccupations: 60 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 98 Reservations granted: 94 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5694 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6912 Total stationary ticks: 134633 Seat-event requests: 288 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 595 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 595 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 62 DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT ============================================================ Date/Time: 2026-07-17 13:21:38 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 27 Scenario seed: -9036946652584501975 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2336 Passengers seated: 229/235 Average waiting ticks: 417.88 Longest waiting passenger: P71->8C(RIGHT) Longest waiting ticks: 2318 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1532 Regions dissolved: 1 Repeated reconstructions avoided: 1532 Largest region lifetime: 1521 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1521:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1518 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1681 Maximum occupied tiles: 12 Seat events: 117 Single-blocker events: 32 Multiple-blocker events: 11 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1689 Maximum occupied tiles: 11 Seat events: 112 Single-blocker events: 29 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1651 Reservations granted: 1647 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 5160 Longest unresolved passenger ID: 129 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 186 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14019 Total stationary ticks: 105901 Seat-event requests: 1762 Failed seat-event starts: 1533 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 71 Critical blocker identity: P71->8C(RIGHT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 6 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT) P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1533 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 9|10|11 Critical blocker unavailable yield tiles: 11 Critical blocker yield-tile occupants: 129 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1533 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 512 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P78->12H(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 9|10|11 Current unavailable yield tiles: 11 Current yield-tile occupants: 129 Final row-event chain: 71|129|78 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 62 DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT ============================================================ Date/Time: 2026-07-17 13:21:38 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 27 Scenario seed: -9036946652584501975 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2336 Passengers seated: 229/235 Average waiting ticks: 417.88 Longest waiting passenger: P71->8C(RIGHT) Longest waiting ticks: 2318 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1532 Regions dissolved: 1 Repeated reconstructions avoided: 1532 Largest region lifetime: 1521 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1521:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1518 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1681 Maximum occupied tiles: 12 Seat events: 117 Single-blocker events: 32 Multiple-blocker events: 11 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1689 Maximum occupied tiles: 11 Seat events: 112 Single-blocker events: 29 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1651 Reservations granted: 1647 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 5160 Longest unresolved passenger ID: 129 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 186 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14019 Total stationary ticks: 105901 Seat-event requests: 1762 Failed seat-event starts: 1533 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 71 Critical blocker identity: P71->8C(RIGHT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 6 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT) P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1533 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 9|10|11 Critical blocker unavailable yield tiles: 11 Critical blocker yield-tile occupants: 129 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1533 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 512 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P78->12H(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 9|10|11 Current unavailable yield tiles: 11 Current yield-tile occupants: 129 Final row-event chain: 71|129|78 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 62 DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT ============================================================ Date/Time: 2026-07-17 13:21:38 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 28 Scenario seed: 3854657311787069719 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 99.57% OUTCOME ------- Status: SUCCESS Completed ticks: 846 Passengers seated: 235/235 Average waiting ticks: 387.29 Longest waiting passenger: P209->24H(RIGHT) Longest waiting ticks: 791 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 17 Regions dissolved: 1 Repeated reconstructions avoided: 17 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=18 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1630 Maximum occupied tiles: 11 Seat events: 117 Single-blocker events: 29 Multiple-blocker events: 8 Temporary aisle reoccupations: 46 RIGHT AISLE ----------- Total moves: 1792 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 34 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 130 Reservations granted: 128 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4304 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5385 Total stationary ticks: 94620 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 509 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 509 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 62 DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT ============================================================ Date/Time: 2026-07-17 13:21:38 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 28 Scenario seed: 3854657311787069719 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 99.57% OUTCOME ------- Status: SUCCESS Completed ticks: 846 Passengers seated: 235/235 Average waiting ticks: 387.29 Longest waiting passenger: P209->24H(RIGHT) Longest waiting ticks: 791 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 17 Regions dissolved: 1 Repeated reconstructions avoided: 17 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=18 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1630 Maximum occupied tiles: 11 Seat events: 117 Single-blocker events: 29 Multiple-blocker events: 8 Temporary aisle reoccupations: 46 RIGHT AISLE ----------- Total moves: 1792 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 34 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 130 Reservations granted: 128 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4303 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5384 Total stationary ticks: 94620 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 509 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 509 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 62 DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT ============================================================ Date/Time: 2026-07-17 13:21:38 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 29 Scenario seed: -4567754299527007339 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 91.06% OUTCOME ------- Status: SUCCESS Completed ticks: 902 Passengers seated: 235/235 Average waiting ticks: 390.21 Longest waiting passenger: P72->10D(LEFT) Longest waiting ticks: 865 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 21 Regions dissolved: 1 Repeated reconstructions avoided: 21 Largest region lifetime: 22 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=22 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1777 Maximum occupied tiles: 11 Seat events: 128 Single-blocker events: 25 Multiple-blocker events: 19 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 1611 Maximum occupied tiles: 11 Seat events: 107 Single-blocker events: 31 Multiple-blocker events: 4 Temporary aisle reoccupations: 39 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 128 Reservations granted: 125 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4209 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5267 Total stationary ticks: 95173 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 540 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 62 DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT ============================================================ Date/Time: 2026-07-17 13:21:38 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 29 Scenario seed: -4567754299527007339 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 91.06% OUTCOME ------- Status: SUCCESS Completed ticks: 902 Passengers seated: 235/235 Average waiting ticks: 390.21 Longest waiting passenger: P72->10D(LEFT) Longest waiting ticks: 865 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 21 Regions dissolved: 1 Repeated reconstructions avoided: 21 Largest region lifetime: 22 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=22 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1777 Maximum occupied tiles: 11 Seat events: 128 Single-blocker events: 25 Multiple-blocker events: 19 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 1611 Maximum occupied tiles: 11 Seat events: 107 Single-blocker events: 31 Multiple-blocker events: 4 Temporary aisle reoccupations: 39 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 128 Reservations granted: 125 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4209 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5267 Total stationary ticks: 95173 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 540 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 62 DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT ============================================================ Date/Time: 2026-07-17 13:21:38 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 30 Scenario seed: 3367915316291643157 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 869 Passengers seated: 235/235 Average waiting ticks: 394.64 Longest waiting passenger: P74->3A(LEFT) Longest waiting ticks: 817 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1723 Maximum occupied tiles: 11 Seat events: 119 Single-blocker events: 29 Multiple-blocker events: 14 Temporary aisle reoccupations: 61 RIGHT AISLE ----------- Total moves: 1665 Maximum occupied tiles: 11 Seat events: 116 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 124 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3914 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5047 Total stationary ticks: 95938 Seat-event requests: 243 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 572 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 7 Active-event deferrals: 572 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 62 DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT ============================================================ Date/Time: 2026-07-17 13:21:38 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 30 Scenario seed: 3367915316291643157 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 869 Passengers seated: 235/235 Average waiting ticks: 394.64 Longest waiting passenger: P74->3A(LEFT) Longest waiting ticks: 817 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1723 Maximum occupied tiles: 11 Seat events: 119 Single-blocker events: 29 Multiple-blocker events: 14 Temporary aisle reoccupations: 61 RIGHT AISLE ----------- Total moves: 1665 Maximum occupied tiles: 11 Seat events: 116 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 124 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3914 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5047 Total stationary ticks: 95938 Seat-event requests: 243 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 572 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 7 Active-event deferrals: 572 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n ************************************************************ BATCH EXPERIMENT SUMMARY RESEARCH EXPERIMENT 62 DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT ************************************************************ Experiment seed: 9783790101901 Scenarios executed: 60 Successful completions: 43 Incomplete/MAX_TICKS: 17 Average completed ticks: 1391.40 Average waiting ticks: 460.32 ************************************************************ ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 63 DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT ============================================================ Date/Time: 2026-07-17 13:51:43 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 1 Scenario seed: 3055370766012738473 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 842 Passengers seated: 235/235 Average waiting ticks: 381.71 Longest waiting passenger: P14->4G(RIGHT) Longest waiting ticks: 802 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 31 Regions dissolved: 3 Repeated reconstructions avoided: 31 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 0 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1605 Maximum occupied tiles: 13 Seat events: 114 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 56 RIGHT AISLE ----------- Total moves: 1759 Maximum occupied tiles: 13 Seat events: 121 Single-blocker events: 28 Multiple-blocker events: 11 Temporary aisle reoccupations: 53 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 129 Reservations granted: 129 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4378 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5526 Total stationary ticks: 93373 Seat-event requests: 249 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 592 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 592 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 63 DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT ============================================================ Date/Time: 2026-07-17 13:51:43 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 1 Scenario seed: 3055370766012738473 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 842 Passengers seated: 235/235 Average waiting ticks: 381.71 Longest waiting passenger: P14->4G(RIGHT) Longest waiting ticks: 802 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 31 Regions dissolved: 3 Repeated reconstructions avoided: 31 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 0 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1605 Maximum occupied tiles: 13 Seat events: 114 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 56 RIGHT AISLE ----------- Total moves: 1759 Maximum occupied tiles: 13 Seat events: 121 Single-blocker events: 28 Multiple-blocker events: 11 Temporary aisle reoccupations: 53 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 129 Reservations granted: 129 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4378 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5526 Total stationary ticks: 93373 Seat-event requests: 249 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 592 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 592 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 63 DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT ============================================================ Date/Time: 2026-07-17 13:51:43 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 1 Scenario seed: 3055370766012738473 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 842 Passengers seated: 235/235 Average waiting ticks: 381.71 Longest waiting passenger: P14->4G(RIGHT) Longest waiting ticks: 802 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 31 Regions dissolved: 3 Repeated reconstructions avoided: 31 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 0 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1605 Maximum occupied tiles: 13 Seat events: 114 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 56 RIGHT AISLE ----------- Total moves: 1759 Maximum occupied tiles: 13 Seat events: 121 Single-blocker events: 28 Multiple-blocker events: 11 Temporary aisle reoccupations: 53 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 129 Reservations granted: 129 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4378 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5526 Total stationary ticks: 93373 Seat-event requests: 249 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 592 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 592 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 63 DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT ============================================================ Date/Time: 2026-07-17 13:51:43 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 2 Scenario seed: -5861873949581201790 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 461.78 Longest waiting passenger: P176->13G(RIGHT) Longest waiting ticks: 940 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2124 Maximum occupied tiles: 12 Seat events: 140 Single-blocker events: 52 Multiple-blocker events: 12 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2238 Maximum occupied tiles: 13 Seat events: 142 Single-blocker events: 33 Multiple-blocker events: 24 Temporary aisle reoccupations: 81 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 99 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5604 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6986 Total stationary ticks: 134989 Seat-event requests: 296 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 657 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 657 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 63 DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT ============================================================ Date/Time: 2026-07-17 13:51:43 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 2 Scenario seed: -5861873949581201790 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 461.78 Longest waiting passenger: P176->13G(RIGHT) Longest waiting ticks: 940 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2124 Maximum occupied tiles: 12 Seat events: 140 Single-blocker events: 52 Multiple-blocker events: 12 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2238 Maximum occupied tiles: 13 Seat events: 142 Single-blocker events: 33 Multiple-blocker events: 24 Temporary aisle reoccupations: 81 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 99 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5604 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6986 Total stationary ticks: 134989 Seat-event requests: 296 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 657 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 657 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 63 DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT ============================================================ Date/Time: 2026-07-17 13:51:43 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 2 Scenario seed: -5861873949581201790 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 461.78 Longest waiting passenger: P176->13G(RIGHT) Longest waiting ticks: 940 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2124 Maximum occupied tiles: 12 Seat events: 140 Single-blocker events: 52 Multiple-blocker events: 12 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2238 Maximum occupied tiles: 13 Seat events: 142 Single-blocker events: 33 Multiple-blocker events: 24 Temporary aisle reoccupations: 81 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 99 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5604 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6986 Total stationary ticks: 134989 Seat-event requests: 296 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 657 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 657 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 63 DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT ============================================================ Date/Time: 2026-07-17 13:51:43 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 3 Scenario seed: 6413959567787430862 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 99.72% OUTCOME ------- Status: SUCCESS Completed ticks: 1255 Passengers seated: 353/353 Average waiting ticks: 584.28 Longest waiting passenger: P110->21D(LEFT) Longest waiting ticks: 1200 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 51 Regions dissolved: 4 Repeated reconstructions avoided: 51 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=11 Confirmation deferral ticks: 5 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3168 Maximum occupied tiles: 14 Seat events: 177 Single-blocker events: 45 Multiple-blocker events: 29 Temporary aisle reoccupations: 109 RIGHT AISLE ----------- Total moves: 3052 Maximum occupied tiles: 13 Seat events: 176 Single-blocker events: 53 Multiple-blocker events: 27 Temporary aisle reoccupations: 112 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 159 Reservations granted: 157 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8069 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9772 Total stationary ticks: 213222 Seat-event requests: 381 Failed seat-event starts: 28 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 782 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 28 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 782 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 63 DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT ============================================================ Date/Time: 2026-07-17 13:51:43 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 3 Scenario seed: 6413959567787430862 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 99.72% OUTCOME ------- Status: SUCCESS Completed ticks: 1255 Passengers seated: 353/353 Average waiting ticks: 584.23 Longest waiting passenger: P110->21D(LEFT) Longest waiting ticks: 1200 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 51 Regions dissolved: 4 Repeated reconstructions avoided: 51 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=11 Confirmation deferral ticks: 5 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3168 Maximum occupied tiles: 14 Seat events: 177 Single-blocker events: 45 Multiple-blocker events: 29 Temporary aisle reoccupations: 109 RIGHT AISLE ----------- Total moves: 3052 Maximum occupied tiles: 13 Seat events: 176 Single-blocker events: 53 Multiple-blocker events: 27 Temporary aisle reoccupations: 112 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 159 Reservations granted: 157 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8079 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9784 Total stationary ticks: 213224 Seat-event requests: 381 Failed seat-event starts: 28 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 775 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 28 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 775 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 63 DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT ============================================================ Date/Time: 2026-07-17 13:51:43 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 3 Scenario seed: 6413959567787430862 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 99.72% OUTCOME ------- Status: SUCCESS Completed ticks: 1255 Passengers seated: 353/353 Average waiting ticks: 584.23 Longest waiting passenger: P110->21D(LEFT) Longest waiting ticks: 1200 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 51 Regions dissolved: 4 Repeated reconstructions avoided: 51 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=11 Confirmation deferral ticks: 5 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3168 Maximum occupied tiles: 14 Seat events: 177 Single-blocker events: 45 Multiple-blocker events: 29 Temporary aisle reoccupations: 109 RIGHT AISLE ----------- Total moves: 3052 Maximum occupied tiles: 13 Seat events: 176 Single-blocker events: 53 Multiple-blocker events: 27 Temporary aisle reoccupations: 112 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 159 Reservations granted: 157 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8079 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9784 Total stationary ticks: 213224 Seat-event requests: 381 Failed seat-event starts: 28 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 775 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 28 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 775 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 63 DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT ============================================================ Date/Time: 2026-07-17 13:51:44 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 4 Scenario seed: -6874954252876456991 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2294 Passengers seated: 169/235 Average waiting ticks: 811.85 Longest waiting passenger: P2->16C(RIGHT) Longest waiting ticks: 2294 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 4 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1889 Regions dissolved: 0 Repeated reconstructions avoided: 1889 Largest region lifetime: 1890 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1890:occupied=4 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1887 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1607 Maximum occupied tiles: 13 Seat events: 113 Single-blocker events: 31 Multiple-blocker events: 9 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 914 Maximum occupied tiles: 12 Seat events: 56 Single-blocker events: 9 Multiple-blocker events: 1 Temporary aisle reoccupations: 11 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1981 Reservations granted: 1976 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 57 Remaining moving in aisle: 6 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 11640 Longest unresolved passenger ID: 2 Longest unresolved row: 16 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 109 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 6 Total blocked ticks: 20936 Total stationary ticks: 204785 Seat-event requests: 2064 Failed seat-event starts: 1895 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 169 Critical blocker identity: P169->4C(RIGHT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 9 Unresolved outside passengers: 57 Unresolved internal passengers outside critical tree: 5 Critical blocker tree: P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT) P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1895 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 5|6|7 Critical blocker unavailable yield tiles: 7 Critical blocker yield-tile occupants: 165 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1895 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 388 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P53->8E(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 5|6|7 Current unavailable yield tiles: 7 Current yield-tile occupants: 165 Final row-event chain: 169|165|53 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 63 DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT ============================================================ Date/Time: 2026-07-17 13:51:44 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 4 Scenario seed: -6874954252876456991 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2294 Passengers seated: 169/235 Average waiting ticks: 811.85 Longest waiting passenger: P2->16C(RIGHT) Longest waiting ticks: 2294 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 4 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1889 Regions dissolved: 0 Repeated reconstructions avoided: 1889 Largest region lifetime: 1890 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1890:occupied=4 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1887 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1607 Maximum occupied tiles: 13 Seat events: 113 Single-blocker events: 31 Multiple-blocker events: 9 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 914 Maximum occupied tiles: 12 Seat events: 56 Single-blocker events: 9 Multiple-blocker events: 1 Temporary aisle reoccupations: 11 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1981 Reservations granted: 1976 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 57 Remaining moving in aisle: 6 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 11640 Longest unresolved passenger ID: 2 Longest unresolved row: 16 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 109 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 6 Total blocked ticks: 20922 Total stationary ticks: 204781 Seat-event requests: 2064 Failed seat-event starts: 1895 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 169 Critical blocker identity: P169->4C(RIGHT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 9 Unresolved outside passengers: 57 Unresolved internal passengers outside critical tree: 5 Critical blocker tree: P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT) P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1895 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 5|6|7 Critical blocker unavailable yield tiles: 7 Critical blocker yield-tile occupants: 165 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1895 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 380 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P53->8E(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 5|6|7 Current unavailable yield tiles: 7 Current yield-tile occupants: 165 Final row-event chain: 169|165|53 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 63 DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT ============================================================ Date/Time: 2026-07-17 13:51:44 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 4 Scenario seed: -6874954252876456991 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2294 Passengers seated: 169/235 Average waiting ticks: 811.85 Longest waiting passenger: P2->16C(RIGHT) Longest waiting ticks: 2294 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 4 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1889 Regions dissolved: 0 Repeated reconstructions avoided: 1889 Largest region lifetime: 1890 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1890:occupied=4 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1887 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1607 Maximum occupied tiles: 13 Seat events: 113 Single-blocker events: 31 Multiple-blocker events: 9 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 914 Maximum occupied tiles: 12 Seat events: 56 Single-blocker events: 9 Multiple-blocker events: 1 Temporary aisle reoccupations: 11 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1981 Reservations granted: 1976 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 57 Remaining moving in aisle: 6 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 11640 Longest unresolved passenger ID: 2 Longest unresolved row: 16 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 109 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 6 Total blocked ticks: 20936 Total stationary ticks: 204785 Seat-event requests: 2064 Failed seat-event starts: 1895 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 169 Critical blocker identity: P169->4C(RIGHT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 9 Unresolved outside passengers: 57 Unresolved internal passengers outside critical tree: 5 Critical blocker tree: P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT) P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1895 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 5|6|7 Critical blocker unavailable yield tiles: 7 Critical blocker yield-tile occupants: 165 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1895 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 388 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P53->8E(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 5|6|7 Current unavailable yield tiles: 7 Current yield-tile occupants: 165 Final row-event chain: 169|165|53 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 63 DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT ============================================================ Date/Time: 2026-07-17 13:51:44 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 5 Scenario seed: -3861213001347413166 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1037 Passengers seated: 282/282 Average waiting ticks: 463.27 Longest waiting passenger: P14->18D(LEFT) Longest waiting ticks: 988 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2266 Maximum occupied tiles: 13 Seat events: 148 Single-blocker events: 41 Multiple-blocker events: 16 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 2110 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 45 Multiple-blocker events: 14 Temporary aisle reoccupations: 73 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 95 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5619 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6814 Total stationary ticks: 135338 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 584 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 584 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 63 DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT ============================================================ Date/Time: 2026-07-17 13:51:44 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 5 Scenario seed: -3861213001347413166 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1037 Passengers seated: 282/282 Average waiting ticks: 463.27 Longest waiting passenger: P14->18D(LEFT) Longest waiting ticks: 988 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2266 Maximum occupied tiles: 13 Seat events: 148 Single-blocker events: 41 Multiple-blocker events: 16 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 2110 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 45 Multiple-blocker events: 14 Temporary aisle reoccupations: 73 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 95 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5619 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6814 Total stationary ticks: 135338 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 584 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 584 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 63 DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT ============================================================ Date/Time: 2026-07-17 13:51:44 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 5 Scenario seed: -3861213001347413166 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1037 Passengers seated: 282/282 Average waiting ticks: 463.27 Longest waiting passenger: P14->18D(LEFT) Longest waiting ticks: 988 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2266 Maximum occupied tiles: 13 Seat events: 148 Single-blocker events: 41 Multiple-blocker events: 16 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 2110 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 45 Multiple-blocker events: 14 Temporary aisle reoccupations: 73 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 95 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5619 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6814 Total stationary ticks: 135338 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 584 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 584 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 63 DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT ============================================================ Date/Time: 2026-07-17 13:51:44 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 6 Scenario seed: 5232186905524502075 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 94.47% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2349 Passengers seated: 226/235 Average waiting ticks: 412.04 Longest waiting passenger: P148->22D(RIGHT) Longest waiting ticks: 2308 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 10 Cluster candidates evaluated: 3 Executable cluster candidates: 1 Rejected cluster candidates: 2 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 9 Selected release potential total: 5 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1602 Regions dissolved: 2 Repeated reconstructions avoided: 1602 Largest region lifetime: 1574 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1574:occupied=9 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1520 State changes reopening evaluation: 9 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1534 Maximum occupied tiles: 11 Seat events: 111 Single-blocker events: 33 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1850 Maximum occupied tiles: 13 Seat events: 115 Single-blocker events: 25 Multiple-blocker events: 11 Temporary aisle reoccupations: 49 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1668 Reservations granted: 1665 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 7 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 11128 Longest unresolved passenger ID: 198 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 7 Longest dependency chain: P102(27G/RIGHT) -> P111(26C/RIGHT) -> P180(26D/RIGHT) -> P228(28H/RIGHT) -> P123(29E/RIGHT) -> P198(30F/RIGHT) -> P69(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 102 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 7 Total blocked ticks: 18631 Total stationary ticks: 110660 Seat-event requests: 1780 Failed seat-event starts: 1554 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 69 Critical blocker identity: P69->29C(RIGHT) Direct fan-out: 1 Total indirect descendants: 6 Critical tree size including blocker: 7 Critical tree depth: 7 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 9 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P69(29C/RIGHT/WAITING_FOR_SEAT_EVENT) P198(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P123(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P228(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P180(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P111(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P102(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1519 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1519 Rear-boundary failures: 35 Middle-bank reservation failures: 3 Active-event deferrals: 539 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1782\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1522\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 63 DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT ============================================================ Date/Time: 2026-07-17 13:51:44 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 6 Scenario seed: 5232186905524502075 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 94.47% OUTCOME ------- Status: SUCCESS Completed ticks: 892 Passengers seated: 235/235 Average waiting ticks: 399.84 Longest waiting passenger: P204->17E(RIGHT) Longest waiting ticks: 844 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 6 Selected release potential total: 5 Last cluster decision: RIGHT:tiles8-13:occupied=6:anchor=P172:selected=P162:directReleases=0:releasePotential=5 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 29 Regions dissolved: 2 Repeated reconstructions avoided: 29 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1534 Maximum occupied tiles: 11 Seat events: 111 Single-blocker events: 33 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1872 Maximum occupied tiles: 11 Seat events: 124 Single-blocker events: 28 Multiple-blocker events: 15 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 134 Reservations granted: 131 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3993 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4927 Total stationary ticks: 97124 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 507 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 507 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 63 DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT ============================================================ Date/Time: 2026-07-17 13:51:44 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 6 Scenario seed: 5232186905524502075 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 94.47% OUTCOME ------- Status: SUCCESS Completed ticks: 892 Passengers seated: 235/235 Average waiting ticks: 399.84 Longest waiting passenger: P204->17E(RIGHT) Longest waiting ticks: 844 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 6 Selected release potential total: 5 Last cluster decision: RIGHT:tiles8-13:occupied=6:anchor=P172:selected=P162:directReleases=0:releasePotential=5 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 29 Regions dissolved: 2 Repeated reconstructions avoided: 29 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1534 Maximum occupied tiles: 11 Seat events: 111 Single-blocker events: 33 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1872 Maximum occupied tiles: 11 Seat events: 124 Single-blocker events: 28 Multiple-blocker events: 15 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 134 Reservations granted: 131 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3993 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4927 Total stationary ticks: 97124 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 507 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 507 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 63 DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT ============================================================ Date/Time: 2026-07-17 13:51:44 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 7 Scenario seed: -6941493034642023543 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 95.75% OUTCOME ------- Status: SUCCESS Completed ticks: 1320 Passengers seated: 353/353 Average waiting ticks: 603.76 Longest waiting passenger: P99->23G(LEFT) Longest waiting ticks: 1270 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3201 Maximum occupied tiles: 15 Seat events: 184 Single-blocker events: 48 Multiple-blocker events: 27 Temporary aisle reoccupations: 104 RIGHT AISLE ----------- Total moves: 2947 Maximum occupied tiles: 13 Seat events: 169 Single-blocker events: 50 Multiple-blocker events: 21 Temporary aisle reoccupations: 95 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 152 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6822 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8389 Total stationary ticks: 218685 Seat-event requests: 375 Failed seat-event starts: 22 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 864 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 22 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 864 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 63 DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT ============================================================ Date/Time: 2026-07-17 13:51:44 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 7 Scenario seed: -6941493034642023543 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 95.75% OUTCOME ------- Status: SUCCESS Completed ticks: 1320 Passengers seated: 353/353 Average waiting ticks: 603.79 Longest waiting passenger: P99->23G(LEFT) Longest waiting ticks: 1270 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3201 Maximum occupied tiles: 15 Seat events: 184 Single-blocker events: 48 Multiple-blocker events: 27 Temporary aisle reoccupations: 104 RIGHT AISLE ----------- Total moves: 2947 Maximum occupied tiles: 13 Seat events: 169 Single-blocker events: 50 Multiple-blocker events: 21 Temporary aisle reoccupations: 95 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 152 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6817 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8387 Total stationary ticks: 218684 Seat-event requests: 374 Failed seat-event starts: 21 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 871 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 21 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 871 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 374\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 63 DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT ============================================================ Date/Time: 2026-07-17 13:51:44 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 7 Scenario seed: -6941493034642023543 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 95.75% OUTCOME ------- Status: SUCCESS Completed ticks: 1320 Passengers seated: 353/353 Average waiting ticks: 603.76 Longest waiting passenger: P99->23G(LEFT) Longest waiting ticks: 1270 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3201 Maximum occupied tiles: 15 Seat events: 184 Single-blocker events: 48 Multiple-blocker events: 27 Temporary aisle reoccupations: 104 RIGHT AISLE ----------- Total moves: 2947 Maximum occupied tiles: 13 Seat events: 169 Single-blocker events: 50 Multiple-blocker events: 21 Temporary aisle reoccupations: 95 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 152 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6822 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8389 Total stationary ticks: 218685 Seat-event requests: 375 Failed seat-event starts: 22 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 864 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 22 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 864 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 63 DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT ============================================================ Date/Time: 2026-07-17 13:51:44 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 8 Scenario seed: -8554465769121675260 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 861 Passengers seated: 235/235 Average waiting ticks: 382.57 Longest waiting passenger: P23->28C(RIGHT) Longest waiting ticks: 816 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1693 Maximum occupied tiles: 14 Seat events: 114 Single-blocker events: 26 Multiple-blocker events: 13 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 1699 Maximum occupied tiles: 12 Seat events: 121 Single-blocker events: 35 Multiple-blocker events: 11 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 125 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4487 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5649 Total stationary ticks: 93738 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 539 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 539 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 63 DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT ============================================================ Date/Time: 2026-07-17 13:51:44 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 8 Scenario seed: -8554465769121675260 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 861 Passengers seated: 235/235 Average waiting ticks: 382.62 Longest waiting passenger: P23->28C(RIGHT) Longest waiting ticks: 816 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1693 Maximum occupied tiles: 14 Seat events: 114 Single-blocker events: 26 Multiple-blocker events: 13 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 1699 Maximum occupied tiles: 12 Seat events: 121 Single-blocker events: 35 Multiple-blocker events: 11 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 125 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4472 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5637 Total stationary ticks: 93736 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 542 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 542 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 63 DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT ============================================================ Date/Time: 2026-07-17 13:51:44 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 8 Scenario seed: -8554465769121675260 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 861 Passengers seated: 235/235 Average waiting ticks: 382.62 Longest waiting passenger: P23->28C(RIGHT) Longest waiting ticks: 816 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1693 Maximum occupied tiles: 14 Seat events: 114 Single-blocker events: 26 Multiple-blocker events: 13 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 1699 Maximum occupied tiles: 12 Seat events: 121 Single-blocker events: 35 Multiple-blocker events: 11 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 125 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4472 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5637 Total stationary ticks: 93736 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 542 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 542 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 63 DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT ============================================================ Date/Time: 2026-07-17 13:51:44 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 9 Scenario seed: 5225839747377591732 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1015 Passengers seated: 282/282 Average waiting ticks: 466.34 Longest waiting passenger: P68->23A(LEFT) Longest waiting ticks: 960 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2100 Maximum occupied tiles: 11 Seat events: 144 Single-blocker events: 44 Multiple-blocker events: 12 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 2256 Maximum occupied tiles: 12 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 13 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 102 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5299 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6604 Total stationary ticks: 135920 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 691 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 691 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 63 DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT ============================================================ Date/Time: 2026-07-17 13:51:44 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 9 Scenario seed: 5225839747377591732 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1015 Passengers seated: 282/282 Average waiting ticks: 466.34 Longest waiting passenger: P68->23A(LEFT) Longest waiting ticks: 960 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2100 Maximum occupied tiles: 11 Seat events: 144 Single-blocker events: 44 Multiple-blocker events: 12 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 2256 Maximum occupied tiles: 12 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 13 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 102 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5299 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6604 Total stationary ticks: 135920 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 691 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 691 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 63 DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT ============================================================ Date/Time: 2026-07-17 13:51:44 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 9 Scenario seed: 5225839747377591732 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1015 Passengers seated: 282/282 Average waiting ticks: 466.34 Longest waiting passenger: P68->23A(LEFT) Longest waiting ticks: 960 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2100 Maximum occupied tiles: 11 Seat events: 144 Single-blocker events: 44 Multiple-blocker events: 12 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 2256 Maximum occupied tiles: 12 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 13 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 102 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5299 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6604 Total stationary ticks: 135920 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 691 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 691 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 63 DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT ============================================================ Date/Time: 2026-07-17 13:51:44 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 10 Scenario seed: 1939935009979591158 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2369 Passengers seated: 232/235 Average waiting ticks: 394.61 Longest waiting passenger: P8->28F(LEFT) Longest waiting ticks: 2299 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1636 Regions dissolved: 2 Repeated reconstructions avoided: 1636 Largest region lifetime: 1601 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1601:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1584 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 12 Seat events: 110 Single-blocker events: 30 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1757 Maximum occupied tiles: 11 Seat events: 122 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1714 Reservations granted: 1714 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 2 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4339 Longest unresolved passenger ID: 15 Longest unresolved row: 28 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 121 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 2 Total blocked ticks: 10065 Total stationary ticks: 99506 Seat-event requests: 1830 Failed seat-event starts: 1598 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 8 Critical blocker identity: P8->28F(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P8(28F/LEFT/WAITING_FOR_SEAT_EVENT) P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1587 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 3 Critical blocker required yield tiles: 29|30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 11 Rear-boundary failures: 1587 Middle-bank reservation failures: 0 Active-event deferrals: 484 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 29|30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 63 DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT ============================================================ Date/Time: 2026-07-17 13:51:44 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 10 Scenario seed: 1939935009979591158 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2369 Passengers seated: 232/235 Average waiting ticks: 394.60 Longest waiting passenger: P8->28F(LEFT) Longest waiting ticks: 2299 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1636 Regions dissolved: 2 Repeated reconstructions avoided: 1636 Largest region lifetime: 1601 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1601:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1584 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 12 Seat events: 110 Single-blocker events: 30 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1757 Maximum occupied tiles: 11 Seat events: 122 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1714 Reservations granted: 1714 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 2 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4349 Longest unresolved passenger ID: 15 Longest unresolved row: 28 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 121 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 2 Total blocked ticks: 10071 Total stationary ticks: 99508 Seat-event requests: 1830 Failed seat-event starts: 1598 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 8 Critical blocker identity: P8->28F(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P8(28F/LEFT/WAITING_FOR_SEAT_EVENT) P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1587 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 3 Critical blocker required yield tiles: 29|30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 11 Rear-boundary failures: 1587 Middle-bank reservation failures: 0 Active-event deferrals: 485 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 29|30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 63 DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT ============================================================ Date/Time: 2026-07-17 13:51:44 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 10 Scenario seed: 1939935009979591158 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2369 Passengers seated: 232/235 Average waiting ticks: 394.60 Longest waiting passenger: P8->28F(LEFT) Longest waiting ticks: 2299 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1636 Regions dissolved: 2 Repeated reconstructions avoided: 1636 Largest region lifetime: 1601 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1601:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1584 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 12 Seat events: 110 Single-blocker events: 30 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1757 Maximum occupied tiles: 11 Seat events: 122 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1714 Reservations granted: 1714 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 2 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4349 Longest unresolved passenger ID: 15 Longest unresolved row: 28 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 121 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 2 Total blocked ticks: 10071 Total stationary ticks: 99508 Seat-event requests: 1830 Failed seat-event starts: 1598 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 8 Critical blocker identity: P8->28F(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P8(28F/LEFT/WAITING_FOR_SEAT_EVENT) P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1587 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 3 Critical blocker required yield tiles: 29|30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 11 Rear-boundary failures: 1587 Middle-bank reservation failures: 0 Active-event deferrals: 485 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 29|30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 63 DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT ============================================================ Date/Time: 2026-07-17 13:51:44 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 11 Scenario seed: 1252229027809620306 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 97.45% OUTCOME ------- Status: SUCCESS Completed ticks: 1280 Passengers seated: 353/353 Average waiting ticks: 583.29 Longest waiting passenger: P34->24D(LEFT) Longest waiting ticks: 1216 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3262 Maximum occupied tiles: 13 Seat events: 181 Single-blocker events: 47 Multiple-blocker events: 22 Temporary aisle reoccupations: 97 RIGHT AISLE ----------- Total moves: 2896 Maximum occupied tiles: 14 Seat events: 172 Single-blocker events: 43 Multiple-blocker events: 26 Temporary aisle reoccupations: 100 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 149 Reservations granted: 149 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8010 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9374 Total stationary ticks: 212715 Seat-event requests: 371 Failed seat-event starts: 18 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 643 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 18 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 643 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 63 DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT ============================================================ Date/Time: 2026-07-17 13:51:44 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 11 Scenario seed: 1252229027809620306 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 97.45% OUTCOME ------- Status: SUCCESS Completed ticks: 1280 Passengers seated: 353/353 Average waiting ticks: 583.32 Longest waiting passenger: P34->24D(LEFT) Longest waiting ticks: 1216 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3262 Maximum occupied tiles: 13 Seat events: 181 Single-blocker events: 47 Multiple-blocker events: 22 Temporary aisle reoccupations: 97 RIGHT AISLE ----------- Total moves: 2896 Maximum occupied tiles: 14 Seat events: 172 Single-blocker events: 43 Multiple-blocker events: 26 Temporary aisle reoccupations: 100 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 149 Reservations granted: 149 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7975 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9381 Total stationary ticks: 212716 Seat-event requests: 371 Failed seat-event starts: 18 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 654 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 18 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 654 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 63 DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT ============================================================ Date/Time: 2026-07-17 13:51:44 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 11 Scenario seed: 1252229027809620306 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 97.45% OUTCOME ------- Status: SUCCESS Completed ticks: 1280 Passengers seated: 353/353 Average waiting ticks: 583.33 Longest waiting passenger: P34->24D(LEFT) Longest waiting ticks: 1216 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3262 Maximum occupied tiles: 13 Seat events: 181 Single-blocker events: 47 Multiple-blocker events: 22 Temporary aisle reoccupations: 97 RIGHT AISLE ----------- Total moves: 2896 Maximum occupied tiles: 14 Seat events: 172 Single-blocker events: 43 Multiple-blocker events: 26 Temporary aisle reoccupations: 100 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 149 Reservations granted: 149 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7965 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9358 Total stationary ticks: 212708 Seat-event requests: 371 Failed seat-event starts: 18 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 646 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 18 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 646 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 63 DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT ============================================================ Date/Time: 2026-07-17 13:51:44 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 12 Scenario seed: 8187627317652047108 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 93.62% OUTCOME ------- Status: SUCCESS Completed ticks: 880 Passengers seated: 235/235 Average waiting ticks: 383.92 Longest waiting passenger: P3->11G(RIGHT) Longest waiting ticks: 827 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 29 Regions dissolved: 1 Repeated reconstructions avoided: 29 Largest region lifetime: 30 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=30 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 13 Seat events: 110 Single-blocker events: 28 Multiple-blocker events: 7 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1738 Maximum occupied tiles: 12 Seat events: 125 Single-blocker events: 35 Multiple-blocker events: 14 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 135 Reservations granted: 125 Reservations denied/waited: 10 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4421 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5748 Total stationary ticks: 94039 Seat-event requests: 241 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 646 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 10 Active-event deferrals: 646 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 63 DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT ============================================================ Date/Time: 2026-07-17 13:51:44 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 12 Scenario seed: 8187627317652047108 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 93.62% OUTCOME ------- Status: SUCCESS Completed ticks: 880 Passengers seated: 235/235 Average waiting ticks: 384.07 Longest waiting passenger: P3->11G(RIGHT) Longest waiting ticks: 827 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 29 Regions dissolved: 1 Repeated reconstructions avoided: 29 Largest region lifetime: 30 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=30 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 13 Seat events: 110 Single-blocker events: 28 Multiple-blocker events: 7 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1738 Maximum occupied tiles: 12 Seat events: 125 Single-blocker events: 35 Multiple-blocker events: 14 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 133 Reservations granted: 125 Reservations denied/waited: 8 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4381 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5693 Total stationary ticks: 94024 Seat-event requests: 241 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 645 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 8 Active-event deferrals: 645 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 63 DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT ============================================================ Date/Time: 2026-07-17 13:51:44 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 12 Scenario seed: 8187627317652047108 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 93.62% OUTCOME ------- Status: SUCCESS Completed ticks: 880 Passengers seated: 235/235 Average waiting ticks: 383.86 Longest waiting passenger: P3->11G(RIGHT) Longest waiting ticks: 827 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 29 Regions dissolved: 1 Repeated reconstructions avoided: 29 Largest region lifetime: 30 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=30 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 13 Seat events: 110 Single-blocker events: 28 Multiple-blocker events: 7 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1738 Maximum occupied tiles: 12 Seat events: 125 Single-blocker events: 35 Multiple-blocker events: 14 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 135 Reservations granted: 125 Reservations denied/waited: 10 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4431 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5747 Total stationary ticks: 94038 Seat-event requests: 241 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 634 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 10 Active-event deferrals: 634 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 63 DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT ============================================================ Date/Time: 2026-07-17 13:51:44 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 13 Scenario seed: 6351835860743924132 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 65.96% Aisle-assignment balance: 95.04% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2516 Passengers seated: 277/282 Average waiting ticks: 479.16 Longest waiting passenger: P279->31A(LEFT) Longest waiting ticks: 2446 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 0 Rejected cluster candidates: 1 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 5 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1515 Regions dissolved: 0 Repeated reconstructions avoided: 1515 Largest region lifetime: 1516 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1516:occupied=5 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1499 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2303 Maximum occupied tiles: 15 Seat events: 143 Single-blocker events: 44 Multiple-blocker events: 16 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2058 Maximum occupied tiles: 13 Seat events: 134 Single-blocker events: 36 Multiple-blocker events: 13 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 96 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5609 Longest unresolved passenger ID: 117 Longest unresolved row: 32 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 226 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14637 Total stationary ticks: 144501 Seat-event requests: 1814 Failed seat-event starts: 1537 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 111 Critical blocker identity: P111->28A(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P111(28A/LEFT/WAITING_FOR_SEAT_EVENT) P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1513 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 29|30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 117 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1513 Rear-boundary failures: 24 Middle-bank reservation failures: 1 Active-event deferrals: 702 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P279->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=925,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 29|30 Current unavailable yield tiles: 30 Current yield-tile occupants: 117 Final row-event chain: 111|117|279 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 63 DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT ============================================================ Date/Time: 2026-07-17 13:51:44 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 13 Scenario seed: 6351835860743924132 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 65.96% Aisle-assignment balance: 95.04% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2516 Passengers seated: 277/282 Average waiting ticks: 479.23 Longest waiting passenger: P279->31A(LEFT) Longest waiting ticks: 2446 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 0 Rejected cluster candidates: 1 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 5 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1515 Regions dissolved: 0 Repeated reconstructions avoided: 1515 Largest region lifetime: 1516 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1516:occupied=5 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1499 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2303 Maximum occupied tiles: 15 Seat events: 143 Single-blocker events: 44 Multiple-blocker events: 16 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2058 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 36 Multiple-blocker events: 13 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 96 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5567 Longest unresolved passenger ID: 117 Longest unresolved row: 32 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 226 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14536 Total stationary ticks: 144436 Seat-event requests: 1814 Failed seat-event starts: 1537 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 111 Critical blocker identity: P111->28A(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P111(28A/LEFT/WAITING_FOR_SEAT_EVENT) P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1513 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 29|30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 117 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1513 Rear-boundary failures: 24 Middle-bank reservation failures: 1 Active-event deferrals: 689 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P279->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=933,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 29|30 Current unavailable yield tiles: 30 Current yield-tile occupants: 117 Final row-event chain: 111|117|279 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 63 DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT ============================================================ Date/Time: 2026-07-17 13:51:44 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 13 Scenario seed: 6351835860743924132 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 65.96% Aisle-assignment balance: 95.04% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2516 Passengers seated: 277/282 Average waiting ticks: 479.23 Longest waiting passenger: P279->31A(LEFT) Longest waiting ticks: 2446 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 0 Rejected cluster candidates: 1 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 5 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1515 Regions dissolved: 0 Repeated reconstructions avoided: 1515 Largest region lifetime: 1516 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1516:occupied=5 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1499 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2303 Maximum occupied tiles: 15 Seat events: 143 Single-blocker events: 44 Multiple-blocker events: 16 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2058 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 36 Multiple-blocker events: 13 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 96 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5567 Longest unresolved passenger ID: 117 Longest unresolved row: 32 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 226 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14536 Total stationary ticks: 144436 Seat-event requests: 1814 Failed seat-event starts: 1537 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 111 Critical blocker identity: P111->28A(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P111(28A/LEFT/WAITING_FOR_SEAT_EVENT) P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1513 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 29|30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 117 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1513 Rear-boundary failures: 24 Middle-bank reservation failures: 1 Active-event deferrals: 689 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P279->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=933,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 29|30 Current unavailable yield tiles: 30 Current yield-tile occupants: 117 Final row-event chain: 111|117|279 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 63 DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT ============================================================ Date/Time: 2026-07-17 13:51:44 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 14 Scenario seed: -8658915343845013000 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 995 Passengers seated: 282/282 Average waiting ticks: 460.22 Longest waiting passenger: P218->6F(RIGHT) Longest waiting ticks: 951 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2250 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 38 Multiple-blocker events: 11 Temporary aisle reoccupations: 60 RIGHT AISLE ----------- Total moves: 2145 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 42 Multiple-blocker events: 17 Temporary aisle reoccupations: 76 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 98 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5688 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7053 Total stationary ticks: 134674 Seat-event requests: 287 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 657 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 657 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 63 DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT ============================================================ Date/Time: 2026-07-17 13:51:44 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 14 Scenario seed: -8658915343845013000 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 995 Passengers seated: 282/282 Average waiting ticks: 460.18 Longest waiting passenger: P218->6F(RIGHT) Longest waiting ticks: 951 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2250 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 38 Multiple-blocker events: 11 Temporary aisle reoccupations: 60 RIGHT AISLE ----------- Total moves: 2145 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 42 Multiple-blocker events: 17 Temporary aisle reoccupations: 76 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 98 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5713 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7065 Total stationary ticks: 134676 Seat-event requests: 287 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 656 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 656 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 63 DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT ============================================================ Date/Time: 2026-07-17 13:51:44 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 14 Scenario seed: -8658915343845013000 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 995 Passengers seated: 282/282 Average waiting ticks: 460.22 Longest waiting passenger: P218->6F(RIGHT) Longest waiting ticks: 951 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2250 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 38 Multiple-blocker events: 11 Temporary aisle reoccupations: 60 RIGHT AISLE ----------- Total moves: 2145 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 42 Multiple-blocker events: 17 Temporary aisle reoccupations: 76 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 98 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5688 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7053 Total stationary ticks: 134674 Seat-event requests: 287 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 657 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 657 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 63 DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT ============================================================ Date/Time: 2026-07-17 13:51:44 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 15 Scenario seed: 5673179910411321410 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 462.27 Longest waiting passenger: P21->16E(RIGHT) Longest waiting ticks: 953 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2199 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 41 Multiple-blocker events: 20 Temporary aisle reoccupations: 81 RIGHT AISLE ----------- Total moves: 2185 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 39 Multiple-blocker events: 16 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 96 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5393 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6898 Total stationary ticks: 134958 Seat-event requests: 301 Failed seat-event starts: 19 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 714 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 19 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 714 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 63 DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT ============================================================ Date/Time: 2026-07-17 13:51:44 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 15 Scenario seed: 5673179910411321410 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 462.25 Longest waiting passenger: P21->16E(RIGHT) Longest waiting ticks: 953 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2199 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 41 Multiple-blocker events: 20 Temporary aisle reoccupations: 81 RIGHT AISLE ----------- Total moves: 2185 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 39 Multiple-blocker events: 16 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 96 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5398 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6898 Total stationary ticks: 134958 Seat-event requests: 301 Failed seat-event starts: 19 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 709 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 19 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 709 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 63 DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT ============================================================ Date/Time: 2026-07-17 13:51:44 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 15 Scenario seed: 5673179910411321410 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 462.27 Longest waiting passenger: P21->16E(RIGHT) Longest waiting ticks: 953 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2199 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 41 Multiple-blocker events: 20 Temporary aisle reoccupations: 81 RIGHT AISLE ----------- Total moves: 2185 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 39 Multiple-blocker events: 16 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 96 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5393 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6898 Total stationary ticks: 134958 Seat-event requests: 301 Failed seat-event starts: 19 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 714 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 19 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 714 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 63 DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT ============================================================ Date/Time: 2026-07-17 13:51:44 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 16 Scenario seed: 6658752785952583458 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1052 Passengers seated: 282/282 Average waiting ticks: 468.96 Longest waiting passenger: P181->4E(LEFT) Longest waiting ticks: 999 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 14 Regions dissolved: 1 Repeated reconstructions avoided: 14 Largest region lifetime: 15 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=15 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2277 Maximum occupied tiles: 12 Seat events: 148 Single-blocker events: 45 Multiple-blocker events: 21 Temporary aisle reoccupations: 87 RIGHT AISLE ----------- Total moves: 2045 Maximum occupied tiles: 11 Seat events: 134 Single-blocker events: 34 Multiple-blocker events: 11 Temporary aisle reoccupations: 56 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 97 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5574 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6661 Total stationary ticks: 136880 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 528 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 528 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 63 DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT ============================================================ Date/Time: 2026-07-17 13:51:44 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 16 Scenario seed: 6658752785952583458 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1052 Passengers seated: 282/282 Average waiting ticks: 468.97 Longest waiting passenger: P181->4E(LEFT) Longest waiting ticks: 999 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 14 Regions dissolved: 1 Repeated reconstructions avoided: 14 Largest region lifetime: 15 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=15 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2277 Maximum occupied tiles: 12 Seat events: 148 Single-blocker events: 45 Multiple-blocker events: 21 Temporary aisle reoccupations: 87 RIGHT AISLE ----------- Total moves: 2045 Maximum occupied tiles: 11 Seat events: 134 Single-blocker events: 34 Multiple-blocker events: 11 Temporary aisle reoccupations: 56 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 97 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5574 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6655 Total stationary ticks: 136878 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 527 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 527 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 63 DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT ============================================================ Date/Time: 2026-07-17 13:51:44 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 16 Scenario seed: 6658752785952583458 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1052 Passengers seated: 282/282 Average waiting ticks: 468.97 Longest waiting passenger: P181->4E(LEFT) Longest waiting ticks: 999 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 14 Regions dissolved: 1 Repeated reconstructions avoided: 14 Largest region lifetime: 15 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=15 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2277 Maximum occupied tiles: 12 Seat events: 148 Single-blocker events: 45 Multiple-blocker events: 21 Temporary aisle reoccupations: 87 RIGHT AISLE ----------- Total moves: 2045 Maximum occupied tiles: 11 Seat events: 134 Single-blocker events: 34 Multiple-blocker events: 11 Temporary aisle reoccupations: 56 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 97 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5574 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6655 Total stationary ticks: 136878 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 527 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 527 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 63 DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT ============================================================ Date/Time: 2026-07-17 13:51:45 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 17 Scenario seed: -218671498343752214 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.16% OUTCOME ------- Status: SUCCESS Completed ticks: 1029 Passengers seated: 282/282 Average waiting ticks: 464.66 Longest waiting passenger: P242->27G(RIGHT) Longest waiting ticks: 976 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 4 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 22 Regions dissolved: 2 Repeated reconstructions avoided: 22 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2178 Maximum occupied tiles: 12 Seat events: 137 Single-blocker events: 44 Multiple-blocker events: 14 Temporary aisle reoccupations: 72 RIGHT AISLE ----------- Total moves: 2204 Maximum occupied tiles: 12 Seat events: 145 Single-blocker events: 38 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 96 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5622 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6765 Total stationary ticks: 135723 Seat-event requests: 299 Failed seat-event starts: 17 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 557 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 17 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 557 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 63 DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT ============================================================ Date/Time: 2026-07-17 13:51:45 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 17 Scenario seed: -218671498343752214 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.16% OUTCOME ------- Status: SUCCESS Completed ticks: 1029 Passengers seated: 282/282 Average waiting ticks: 464.69 Longest waiting passenger: P242->27G(RIGHT) Longest waiting ticks: 976 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 4 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 22 Regions dissolved: 2 Repeated reconstructions avoided: 22 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2178 Maximum occupied tiles: 12 Seat events: 137 Single-blocker events: 44 Multiple-blocker events: 14 Temporary aisle reoccupations: 72 RIGHT AISLE ----------- Total moves: 2204 Maximum occupied tiles: 12 Seat events: 145 Single-blocker events: 38 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 96 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5612 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6786 Total stationary ticks: 135730 Seat-event requests: 299 Failed seat-event starts: 17 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 574 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 17 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 574 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 63 DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT ============================================================ Date/Time: 2026-07-17 13:51:45 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 17 Scenario seed: -218671498343752214 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.16% OUTCOME ------- Status: SUCCESS Completed ticks: 1029 Passengers seated: 282/282 Average waiting ticks: 464.69 Longest waiting passenger: P242->27G(RIGHT) Longest waiting ticks: 976 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 4 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 22 Regions dissolved: 2 Repeated reconstructions avoided: 22 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2178 Maximum occupied tiles: 12 Seat events: 137 Single-blocker events: 44 Multiple-blocker events: 14 Temporary aisle reoccupations: 72 RIGHT AISLE ----------- Total moves: 2204 Maximum occupied tiles: 12 Seat events: 145 Single-blocker events: 38 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 96 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5612 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6786 Total stationary ticks: 135730 Seat-event requests: 299 Failed seat-event starts: 17 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 574 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 17 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 574 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 63 DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT ============================================================ Date/Time: 2026-07-17 13:51:45 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 18 Scenario seed: -8332752414533420411 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.34% Aisle-assignment balance: 99.15% OUTCOME ------- Status: SUCCESS Completed ticks: 1259 Passengers seated: 353/353 Average waiting ticks: 593.34 Longest waiting passenger: P150->11H(RIGHT) Longest waiting ticks: 1209 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3172 Maximum occupied tiles: 16 Seat events: 175 Single-blocker events: 42 Multiple-blocker events: 24 Temporary aisle reoccupations: 95 RIGHT AISLE ----------- Total moves: 2985 Maximum occupied tiles: 13 Seat events: 178 Single-blocker events: 55 Multiple-blocker events: 26 Temporary aisle reoccupations: 113 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 148 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7954 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9621 Total stationary ticks: 216298 Seat-event requests: 380 Failed seat-event starts: 27 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 784 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 27 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 784 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 63 DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT ============================================================ Date/Time: 2026-07-17 13:51:45 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 18 Scenario seed: -8332752414533420411 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.34% Aisle-assignment balance: 99.15% OUTCOME ------- Status: SUCCESS Completed ticks: 1259 Passengers seated: 353/353 Average waiting ticks: 593.34 Longest waiting passenger: P150->11H(RIGHT) Longest waiting ticks: 1209 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3172 Maximum occupied tiles: 16 Seat events: 175 Single-blocker events: 42 Multiple-blocker events: 24 Temporary aisle reoccupations: 95 RIGHT AISLE ----------- Total moves: 2985 Maximum occupied tiles: 13 Seat events: 178 Single-blocker events: 55 Multiple-blocker events: 26 Temporary aisle reoccupations: 113 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 148 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7954 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9621 Total stationary ticks: 216298 Seat-event requests: 380 Failed seat-event starts: 27 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 784 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 27 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 784 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 63 DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT ============================================================ Date/Time: 2026-07-17 13:51:45 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 18 Scenario seed: -8332752414533420411 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.34% Aisle-assignment balance: 99.15% OUTCOME ------- Status: SUCCESS Completed ticks: 1259 Passengers seated: 353/353 Average waiting ticks: 593.34 Longest waiting passenger: P150->11H(RIGHT) Longest waiting ticks: 1209 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3172 Maximum occupied tiles: 16 Seat events: 175 Single-blocker events: 42 Multiple-blocker events: 24 Temporary aisle reoccupations: 95 RIGHT AISLE ----------- Total moves: 2985 Maximum occupied tiles: 13 Seat events: 178 Single-blocker events: 55 Multiple-blocker events: 26 Temporary aisle reoccupations: 113 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 148 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7954 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9621 Total stationary ticks: 216298 Seat-event requests: 380 Failed seat-event starts: 27 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 784 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 27 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 784 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 63 DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT ============================================================ Date/Time: 2026-07-17 13:51:45 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 19 Scenario seed: 5866349045608257533 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2347 Passengers seated: 230/235 Average waiting ticks: 400.83 Longest waiting passenger: P105->29D(RIGHT) Longest waiting ticks: 2279 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 6 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 6 Selected release potential total: 9 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1613 Regions dissolved: 2 Repeated reconstructions avoided: 1613 Largest region lifetime: 1570 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1570:occupied=5 Confirmation deferral ticks: 6 Regions reaching confirmation: 3 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1549 State changes reopening evaluation: 3 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1684 Maximum occupied tiles: 13 Seat events: 120 Single-blocker events: 26 Multiple-blocker events: 20 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 1708 Maximum occupied tiles: 12 Seat events: 110 Single-blocker events: 29 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1708 Reservations granted: 1708 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 4 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 6675 Longest unresolved passenger ID: 128 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 5 Longest dependency chain: P170(27E/RIGHT) -> P33(30G/RIGHT) -> P155(28G/RIGHT) -> P128(30F/RIGHT) -> P105(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 170 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 4 Total blocked ticks: 13109 Total stationary ticks: 103859 Seat-event requests: 1828 Failed seat-event starts: 1598 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 105 Critical blocker identity: P105->29D(RIGHT) Direct fan-out: 1 Total indirect descendants: 4 Critical tree size including blocker: 5 Critical tree depth: 5 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P105(29D/RIGHT/WAITING_FOR_SEAT_EVENT) P128(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P155(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P33(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P170(27E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1569 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 29 Rear-boundary failures: 1569 Middle-bank reservation failures: 0 Active-event deferrals: 562 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1826\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 63 DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT ============================================================ Date/Time: 2026-07-17 13:51:45 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 19 Scenario seed: 5866349045608257533 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 845 Passengers seated: 235/235 Average waiting ticks: 394.17 Longest waiting passenger: P133->5B(LEFT) Longest waiting ticks: 814 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 4 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 6 Selected release potential total: 9 Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P15:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 44 Regions dissolved: 2 Repeated reconstructions avoided: 44 Largest region lifetime: 34 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=12 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1684 Maximum occupied tiles: 13 Seat events: 120 Single-blocker events: 26 Multiple-blocker events: 20 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 1717 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 30 Multiple-blocker events: 13 Temporary aisle reoccupations: 58 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 142 Reservations granted: 142 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4251 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5354 Total stationary ticks: 96093 Seat-event requests: 264 Failed seat-event starts: 29 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 557 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 29 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 557 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 262\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 63 DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT ============================================================ Date/Time: 2026-07-17 13:51:45 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 19 Scenario seed: 5866349045608257533 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 845 Passengers seated: 235/235 Average waiting ticks: 394.17 Longest waiting passenger: P133->5B(LEFT) Longest waiting ticks: 814 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 4 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 6 Selected release potential total: 9 Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P15:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 44 Regions dissolved: 2 Repeated reconstructions avoided: 44 Largest region lifetime: 34 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=12 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1684 Maximum occupied tiles: 13 Seat events: 120 Single-blocker events: 26 Multiple-blocker events: 20 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 1717 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 30 Multiple-blocker events: 13 Temporary aisle reoccupations: 58 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 142 Reservations granted: 142 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4251 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5354 Total stationary ticks: 96093 Seat-event requests: 264 Failed seat-event starts: 29 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 557 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 29 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 557 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 262\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 63 DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT ============================================================ Date/Time: 2026-07-17 13:51:45 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 20 Scenario seed: 3658999535626094423 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: SUCCESS Completed ticks: 845 Passengers seated: 235/235 Average waiting ticks: 383.63 Longest waiting passenger: P59->4F(RIGHT) Longest waiting ticks: 835 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 25 Regions dissolved: 2 Repeated reconstructions avoided: 25 Largest region lifetime: 19 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=19 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1732 Maximum occupied tiles: 11 Seat events: 113 Single-blocker events: 37 Multiple-blocker events: 8 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1701 Maximum occupied tiles: 13 Seat events: 122 Single-blocker events: 27 Multiple-blocker events: 16 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 127 Reservations granted: 127 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4587 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5751 Total stationary ticks: 94043 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 587 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 587 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 63 DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT ============================================================ Date/Time: 2026-07-17 13:51:45 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 20 Scenario seed: 3658999535626094423 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: SUCCESS Completed ticks: 845 Passengers seated: 235/235 Average waiting ticks: 383.62 Longest waiting passenger: P59->4F(RIGHT) Longest waiting ticks: 835 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 25 Regions dissolved: 2 Repeated reconstructions avoided: 25 Largest region lifetime: 19 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=19 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1732 Maximum occupied tiles: 11 Seat events: 113 Single-blocker events: 37 Multiple-blocker events: 8 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1701 Maximum occupied tiles: 13 Seat events: 122 Single-blocker events: 27 Multiple-blocker events: 16 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 127 Reservations granted: 127 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4592 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5750 Total stationary ticks: 94042 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 583 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 583 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 63 DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT ============================================================ Date/Time: 2026-07-17 13:51:45 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 20 Scenario seed: 3658999535626094423 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: SUCCESS Completed ticks: 845 Passengers seated: 235/235 Average waiting ticks: 383.63 Longest waiting passenger: P59->4F(RIGHT) Longest waiting ticks: 835 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 25 Regions dissolved: 2 Repeated reconstructions avoided: 25 Largest region lifetime: 19 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=19 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1732 Maximum occupied tiles: 11 Seat events: 113 Single-blocker events: 37 Multiple-blocker events: 8 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1701 Maximum occupied tiles: 13 Seat events: 122 Single-blocker events: 27 Multiple-blocker events: 16 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 127 Reservations granted: 127 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4587 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5751 Total stationary ticks: 94043 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 587 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 587 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 63 DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT ============================================================ Date/Time: 2026-07-17 13:51:45 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 21 Scenario seed: 1778985705851435071 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1007 Passengers seated: 282/282 Average waiting ticks: 462.32 Longest waiting passenger: P199->4E(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 3 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 8 Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 49 Regions dissolved: 2 Repeated reconstructions avoided: 49 Largest region lifetime: 35 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=35 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2228 Maximum occupied tiles: 13 Seat events: 144 Single-blocker events: 35 Multiple-blocker events: 10 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 2144 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 37 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 103 Reservations granted: 103 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5798 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7265 Total stationary ticks: 135403 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 719 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 719 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 63 DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT ============================================================ Date/Time: 2026-07-17 13:51:45 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 21 Scenario seed: 1778985705851435071 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1007 Passengers seated: 282/282 Average waiting ticks: 462.32 Longest waiting passenger: P199->4E(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 3 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 8 Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 49 Regions dissolved: 2 Repeated reconstructions avoided: 49 Largest region lifetime: 35 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=35 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2228 Maximum occupied tiles: 13 Seat events: 144 Single-blocker events: 35 Multiple-blocker events: 10 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 2144 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 37 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 103 Reservations granted: 103 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5798 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7265 Total stationary ticks: 135403 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 719 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 719 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 63 DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT ============================================================ Date/Time: 2026-07-17 13:51:45 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 21 Scenario seed: 1778985705851435071 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1007 Passengers seated: 282/282 Average waiting ticks: 462.32 Longest waiting passenger: P199->4E(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 3 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 8 Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 49 Regions dissolved: 2 Repeated reconstructions avoided: 49 Largest region lifetime: 35 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=35 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2228 Maximum occupied tiles: 13 Seat events: 144 Single-blocker events: 35 Multiple-blocker events: 10 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 2144 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 37 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 103 Reservations granted: 103 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5798 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7265 Total stationary ticks: 135403 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 719 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 719 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 63 DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT ============================================================ Date/Time: 2026-07-17 13:51:45 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 22 Scenario seed: 4203521108576778203 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.14% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2482 Passengers seated: 270/282 Average waiting ticks: 472.84 Longest waiting passenger: P277->30F(LEFT) Longest waiting ticks: 2442 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 13 Cluster candidates evaluated: 14 Executable cluster candidates: 1 Rejected cluster candidates: 13 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 12 Selected release potential total: 2 Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1645 Regions dissolved: 1 Repeated reconstructions avoided: 1645 Largest region lifetime: 1638 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1638:occupied=12 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1562 State changes reopening evaluation: 12 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2166 Maximum occupied tiles: 17 Seat events: 132 Single-blocker events: 38 Multiple-blocker events: 13 Temporary aisle reoccupations: 64 RIGHT AISLE ----------- Total moves: 2158 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 18 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1758 Reservations granted: 1751 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 10 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 16258 Longest unresolved passenger ID: 48 Longest unresolved row: 31 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 11 Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 75 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 10 Total blocked ticks: 26140 Total stationary ticks: 153459 Seat-event requests: 1940 Failed seat-event starts: 1670 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 277 Critical blocker identity: P277->30F(LEFT) Direct fan-out: 1 Total indirect descendants: 10 Critical tree size including blocker: 11 Critical tree depth: 11 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 12 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P277(30F/LEFT/WAITING_FOR_SEAT_EVENT) P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1669 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 31|32 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: 48 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1669 Rear-boundary failures: 1 Middle-bank reservation failures: 7 Active-event deferrals: 1100 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P48->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 31|32 Current unavailable yield tiles: 31 Current yield-tile occupants: 48 Final row-event chain: 277|48 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 63 DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT ============================================================ Date/Time: 2026-07-17 13:51:45 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 22 Scenario seed: 4203521108576778203 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.14% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2482 Passengers seated: 270/282 Average waiting ticks: 472.87 Longest waiting passenger: P277->30F(LEFT) Longest waiting ticks: 2442 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 11 Cluster candidates evaluated: 12 Executable cluster candidates: 1 Rejected cluster candidates: 11 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 12 Selected release potential total: 2 Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1645 Regions dissolved: 1 Repeated reconstructions avoided: 1645 Largest region lifetime: 1638 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1638:occupied=12 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1564 State changes reopening evaluation: 10 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2166 Maximum occupied tiles: 17 Seat events: 132 Single-blocker events: 38 Multiple-blocker events: 13 Temporary aisle reoccupations: 64 RIGHT AISLE ----------- Total moves: 2158 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 18 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1758 Reservations granted: 1751 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 10 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 16243 Longest unresolved passenger ID: 48 Longest unresolved row: 31 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 11 Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 75 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 10 Total blocked ticks: 26119 Total stationary ticks: 153453 Seat-event requests: 1940 Failed seat-event starts: 1670 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 277 Critical blocker identity: P277->30F(LEFT) Direct fan-out: 1 Total indirect descendants: 10 Critical tree size including blocker: 11 Critical tree depth: 11 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 12 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P277(30F/LEFT/WAITING_FOR_SEAT_EVENT) P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1669 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 31|32 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: 48 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1669 Rear-boundary failures: 1 Middle-bank reservation failures: 7 Active-event deferrals: 1095 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P48->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 31|32 Current unavailable yield tiles: 31 Current yield-tile occupants: 48 Final row-event chain: 277|48 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 63 DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT ============================================================ Date/Time: 2026-07-17 13:51:45 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 22 Scenario seed: 4203521108576778203 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 30.14% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2482 Passengers seated: 270/282 Average waiting ticks: 472.87 Longest waiting passenger: P277->30F(LEFT) Longest waiting ticks: 2442 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 11 Cluster candidates evaluated: 12 Executable cluster candidates: 1 Rejected cluster candidates: 11 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 12 Selected release potential total: 2 Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1645 Regions dissolved: 1 Repeated reconstructions avoided: 1645 Largest region lifetime: 1638 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1638:occupied=12 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1564 State changes reopening evaluation: 10 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2166 Maximum occupied tiles: 17 Seat events: 132 Single-blocker events: 38 Multiple-blocker events: 13 Temporary aisle reoccupations: 64 RIGHT AISLE ----------- Total moves: 2158 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 18 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1758 Reservations granted: 1751 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 10 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 16243 Longest unresolved passenger ID: 48 Longest unresolved row: 31 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 11 Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 75 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 10 Total blocked ticks: 26119 Total stationary ticks: 153453 Seat-event requests: 1940 Failed seat-event starts: 1670 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 277 Critical blocker identity: P277->30F(LEFT) Direct fan-out: 1 Total indirect descendants: 10 Critical tree size including blocker: 11 Critical tree depth: 11 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 12 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P277(30F/LEFT/WAITING_FOR_SEAT_EVENT) P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1669 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 31|32 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: 48 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1669 Rear-boundary failures: 1 Middle-bank reservation failures: 7 Active-event deferrals: 1095 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P48->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 31|32 Current unavailable yield tiles: 31 Current yield-tile occupants: 48 Final row-event chain: 277|48 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 63 DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT ============================================================ Date/Time: 2026-07-17 13:51:45 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 23 Scenario seed: -3947160987031988780 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2313 Passengers seated: 230/235 Average waiting ticks: 405.99 Longest waiting passenger: P174->17F(LEFT) Longest waiting ticks: 2271 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=11 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1769 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 21 Multiple-blocker events: 9 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1662 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 30 Multiple-blocker events: 14 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1615 Reservations granted: 1615 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 6610 Longest unresolved passenger ID: 206 Longest unresolved row: 26 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 206 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 13157 Total stationary ticks: 100829 Seat-event requests: 1735 Failed seat-event starts: 1505 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 29 Critical blocker identity: P29->21A(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P29(21A/LEFT/WAITING_FOR_SEAT_EVENT) P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1505 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 3 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1505 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_SPACE_AVAILABLE Final snapshot prerequisite: YIELD_SPACE_AVAILABLE Current required blockers: 1 Current required yield tiles: 22 Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: YIELD_SPACE_AVAILABLE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 63 DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT ============================================================ Date/Time: 2026-07-17 13:51:45 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 23 Scenario seed: -3947160987031988780 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2313 Passengers seated: 230/235 Average waiting ticks: 405.99 Longest waiting passenger: P174->17F(LEFT) Longest waiting ticks: 2271 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=11 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1769 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 21 Multiple-blocker events: 9 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1662 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 30 Multiple-blocker events: 14 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1615 Reservations granted: 1615 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 6610 Longest unresolved passenger ID: 206 Longest unresolved row: 26 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 206 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 13157 Total stationary ticks: 100829 Seat-event requests: 1735 Failed seat-event starts: 1505 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 29 Critical blocker identity: P29->21A(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P29(21A/LEFT/WAITING_FOR_SEAT_EVENT) P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1505 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 3 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1505 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_SPACE_AVAILABLE Final snapshot prerequisite: YIELD_SPACE_AVAILABLE Current required blockers: 1 Current required yield tiles: 22 Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: YIELD_SPACE_AVAILABLE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 63 DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT ============================================================ Date/Time: 2026-07-17 13:51:45 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 23 Scenario seed: -3947160987031988780 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2313 Passengers seated: 230/235 Average waiting ticks: 405.99 Longest waiting passenger: P174->17F(LEFT) Longest waiting ticks: 2271 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=11 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1769 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 21 Multiple-blocker events: 9 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1662 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 30 Multiple-blocker events: 14 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1615 Reservations granted: 1615 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 6610 Longest unresolved passenger ID: 206 Longest unresolved row: 26 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 206 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 13157 Total stationary ticks: 100829 Seat-event requests: 1735 Failed seat-event starts: 1505 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 29 Critical blocker identity: P29->21A(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P29(21A/LEFT/WAITING_FOR_SEAT_EVENT) P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1505 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 3 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1505 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_SPACE_AVAILABLE Final snapshot prerequisite: YIELD_SPACE_AVAILABLE Current required blockers: 1 Current required yield tiles: 22 Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: YIELD_SPACE_AVAILABLE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 63 DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT ============================================================ Date/Time: 2026-07-17 13:51:45 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 24 Scenario seed: 4419539434258219231 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2333 Passengers seated: 233/235 Average waiting ticks: 387.31 Longest waiting passenger: P149->29D(RIGHT) Longest waiting ticks: 2259 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1678 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1737 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 24 Multiple-blocker events: 11 Temporary aisle reoccupations: 46 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1650 Reservations granted: 1646 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4313 Longest unresolved passenger ID: 20 Longest unresolved row: 29 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 20 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 8439 Total stationary ticks: 96156 Seat-event requests: 1764 Failed seat-event starts: 1531 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 149 Critical blocker identity: P149->29D(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT) P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1526 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 5 Rear-boundary failures: 1526 Middle-bank reservation failures: 4 Active-event deferrals: 545 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 63 DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT ============================================================ Date/Time: 2026-07-17 13:51:45 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 24 Scenario seed: 4419539434258219231 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2333 Passengers seated: 233/235 Average waiting ticks: 387.32 Longest waiting passenger: P149->29D(RIGHT) Longest waiting ticks: 2259 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1678 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1737 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 24 Multiple-blocker events: 11 Temporary aisle reoccupations: 46 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1650 Reservations granted: 1646 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4308 Longest unresolved passenger ID: 20 Longest unresolved row: 29 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 20 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 8438 Total stationary ticks: 96155 Seat-event requests: 1764 Failed seat-event starts: 1531 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 149 Critical blocker identity: P149->29D(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT) P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1526 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 5 Rear-boundary failures: 1526 Middle-bank reservation failures: 4 Active-event deferrals: 546 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 63 DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT ============================================================ Date/Time: 2026-07-17 13:51:45 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 24 Scenario seed: 4419539434258219231 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2333 Passengers seated: 233/235 Average waiting ticks: 387.31 Longest waiting passenger: P149->29D(RIGHT) Longest waiting ticks: 2259 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1678 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1737 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 24 Multiple-blocker events: 11 Temporary aisle reoccupations: 46 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1650 Reservations granted: 1646 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4313 Longest unresolved passenger ID: 20 Longest unresolved row: 29 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 20 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 8439 Total stationary ticks: 96156 Seat-event requests: 1764 Failed seat-event starts: 1531 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 149 Critical blocker identity: P149->29D(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT) P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1526 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 5 Rear-boundary failures: 1526 Middle-bank reservation failures: 4 Active-event deferrals: 545 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 63 DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT ============================================================ Date/Time: 2026-07-17 13:51:45 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 25 Scenario seed: 6293055855285553556 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 94.47% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2324 Passengers seated: 225/235 Average waiting ticks: 403.89 Longest waiting passenger: P83->29H(RIGHT) Longest waiting ticks: 2280 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 11 Cluster candidates evaluated: 12 Executable cluster candidates: 1 Rejected cluster candidates: 11 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 10 Selected release potential total: 2 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1684 Regions dissolved: 1 Repeated reconstructions avoided: 1684 Largest region lifetime: 1673 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1673:occupied=10 Confirmation deferral ticks: 3 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1540 State changes reopening evaluation: 10 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1568 Maximum occupied tiles: 12 Seat events: 111 Single-blocker events: 38 Multiple-blocker events: 5 Temporary aisle reoccupations: 50 RIGHT AISLE ----------- Total moves: 1823 Maximum occupied tiles: 16 Seat events: 114 Single-blocker events: 32 Multiple-blocker events: 10 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 122 Reservations granted: 120 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 8 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 12770 Longest unresolved passenger ID: 219 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 9 Longest dependency chain: P122(28F/RIGHT) -> P197(26G/RIGHT) -> P3(24H/RIGHT) -> P109(27C/RIGHT) -> P38(26C/RIGHT) -> P207(28H/RIGHT) -> P15(30H/RIGHT) -> P219(30G/RIGHT) -> P83(29H/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 122 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 8 Total blocked ticks: 20545 Total stationary ticks: 110417 Seat-event requests: 1790 Failed seat-event starts: 1565 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 83 Critical blocker identity: P83->29H(RIGHT) Direct fan-out: 1 Total indirect descendants: 8 Critical tree size including blocker: 9 Critical tree depth: 9 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 10 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P83(29H/RIGHT/WAITING_FOR_SEAT_EVENT) P219(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P15(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P207(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P38(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P109(27C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P3(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P197(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P122(28F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1565 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 123 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1565 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 677 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[123]: P123(30D/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P123->30D(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P123{seat=30D,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=623,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 30 Current unavailable yield tiles: 30 Current yield-tile occupants: 123 Final row-event chain: 83|123 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1791\nPrecedence substitutions made: 0\nDependency chains followed: 1555\nBlocked by waiting-row occupant: 1555\nSubstituted events started: 1\nOccupied-space rejections: 1566\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 63 DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT ============================================================ Date/Time: 2026-07-17 13:51:45 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 25 Scenario seed: 6293055855285553556 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 94.47% OUTCOME ------- Status: SUCCESS Completed ticks: 891 Passengers seated: 235/235 Average waiting ticks: 391.23 Longest waiting passenger: P122->28F(RIGHT) Longest waiting ticks: 823 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles8-10:occupied=3:anchor=P58:selected=P45:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1568 Maximum occupied tiles: 12 Seat events: 111 Single-blocker events: 37 Multiple-blocker events: 6 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 1846 Maximum occupied tiles: 12 Seat events: 124 Single-blocker events: 37 Multiple-blocker events: 12 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 125 Reservations granted: 123 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4149 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5109 Total stationary ticks: 95294 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 493 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 493 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 63 DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT ============================================================ Date/Time: 2026-07-17 13:51:45 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 25 Scenario seed: 6293055855285553556 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 94.47% OUTCOME ------- Status: SUCCESS Completed ticks: 891 Passengers seated: 235/235 Average waiting ticks: 391.23 Longest waiting passenger: P122->28F(RIGHT) Longest waiting ticks: 823 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles8-10:occupied=3:anchor=P58:selected=P45:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1568 Maximum occupied tiles: 12 Seat events: 111 Single-blocker events: 37 Multiple-blocker events: 6 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 1846 Maximum occupied tiles: 12 Seat events: 124 Single-blocker events: 37 Multiple-blocker events: 12 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 125 Reservations granted: 123 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4149 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5109 Total stationary ticks: 95294 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 493 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 493 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 63 DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT ============================================================ Date/Time: 2026-07-17 13:51:45 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 26 Scenario seed: -9074491549561652642 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 989 Passengers seated: 282/282 Average waiting ticks: 460.29 Longest waiting passenger: P129->11D(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2133 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 48 Multiple-blocker events: 11 Temporary aisle reoccupations: 70 RIGHT AISLE ----------- Total moves: 2221 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 42 Multiple-blocker events: 9 Temporary aisle reoccupations: 60 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 98 Reservations granted: 94 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5689 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6912 Total stationary ticks: 134633 Seat-event requests: 288 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 593 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 593 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 63 DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT ============================================================ Date/Time: 2026-07-17 13:51:45 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 26 Scenario seed: -9074491549561652642 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 989 Passengers seated: 282/282 Average waiting ticks: 460.30 Longest waiting passenger: P129->11D(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2133 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 48 Multiple-blocker events: 11 Temporary aisle reoccupations: 70 RIGHT AISLE ----------- Total moves: 2221 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 42 Multiple-blocker events: 9 Temporary aisle reoccupations: 60 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 98 Reservations granted: 94 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5694 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6912 Total stationary ticks: 134633 Seat-event requests: 288 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 595 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 595 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 63 DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT ============================================================ Date/Time: 2026-07-17 13:51:45 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 26 Scenario seed: -9074491549561652642 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 989 Passengers seated: 282/282 Average waiting ticks: 460.29 Longest waiting passenger: P129->11D(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2133 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 48 Multiple-blocker events: 11 Temporary aisle reoccupations: 70 RIGHT AISLE ----------- Total moves: 2221 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 42 Multiple-blocker events: 9 Temporary aisle reoccupations: 60 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 98 Reservations granted: 94 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5689 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6912 Total stationary ticks: 134633 Seat-event requests: 288 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 593 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 593 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 63 DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT ============================================================ Date/Time: 2026-07-17 13:51:45 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 27 Scenario seed: -9036946652584501975 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2336 Passengers seated: 229/235 Average waiting ticks: 417.88 Longest waiting passenger: P71->8C(RIGHT) Longest waiting ticks: 2318 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1532 Regions dissolved: 1 Repeated reconstructions avoided: 1532 Largest region lifetime: 1521 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1521:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1518 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1681 Maximum occupied tiles: 12 Seat events: 117 Single-blocker events: 32 Multiple-blocker events: 11 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1689 Maximum occupied tiles: 11 Seat events: 112 Single-blocker events: 29 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1651 Reservations granted: 1647 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 5160 Longest unresolved passenger ID: 129 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 186 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14019 Total stationary ticks: 105901 Seat-event requests: 1762 Failed seat-event starts: 1533 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 71 Critical blocker identity: P71->8C(RIGHT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 6 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT) P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1533 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 9|10|11 Critical blocker unavailable yield tiles: 11 Critical blocker yield-tile occupants: 129 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1533 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 512 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P78->12H(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 9|10|11 Current unavailable yield tiles: 11 Current yield-tile occupants: 129 Final row-event chain: 71|129|78 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 63 DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT ============================================================ Date/Time: 2026-07-17 13:51:45 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 27 Scenario seed: -9036946652584501975 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2336 Passengers seated: 229/235 Average waiting ticks: 417.88 Longest waiting passenger: P71->8C(RIGHT) Longest waiting ticks: 2318 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1532 Regions dissolved: 1 Repeated reconstructions avoided: 1532 Largest region lifetime: 1521 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1521:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1518 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1681 Maximum occupied tiles: 12 Seat events: 117 Single-blocker events: 32 Multiple-blocker events: 11 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1689 Maximum occupied tiles: 11 Seat events: 112 Single-blocker events: 29 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1651 Reservations granted: 1647 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 5160 Longest unresolved passenger ID: 129 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 186 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14019 Total stationary ticks: 105901 Seat-event requests: 1762 Failed seat-event starts: 1533 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 71 Critical blocker identity: P71->8C(RIGHT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 6 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT) P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1533 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 9|10|11 Critical blocker unavailable yield tiles: 11 Critical blocker yield-tile occupants: 129 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1533 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 512 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P78->12H(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 9|10|11 Current unavailable yield tiles: 11 Current yield-tile occupants: 129 Final row-event chain: 71|129|78 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 63 DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT ============================================================ Date/Time: 2026-07-17 13:51:45 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 27 Scenario seed: -9036946652584501975 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2336 Passengers seated: 229/235 Average waiting ticks: 417.88 Longest waiting passenger: P71->8C(RIGHT) Longest waiting ticks: 2318 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1532 Regions dissolved: 1 Repeated reconstructions avoided: 1532 Largest region lifetime: 1521 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1521:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1518 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1681 Maximum occupied tiles: 12 Seat events: 117 Single-blocker events: 32 Multiple-blocker events: 11 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1689 Maximum occupied tiles: 11 Seat events: 112 Single-blocker events: 29 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1651 Reservations granted: 1647 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 5160 Longest unresolved passenger ID: 129 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 186 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14019 Total stationary ticks: 105901 Seat-event requests: 1762 Failed seat-event starts: 1533 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 71 Critical blocker identity: P71->8C(RIGHT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 6 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT) P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1533 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 9|10|11 Critical blocker unavailable yield tiles: 11 Critical blocker yield-tile occupants: 129 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1533 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 512 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P78->12H(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 9|10|11 Current unavailable yield tiles: 11 Current yield-tile occupants: 129 Final row-event chain: 71|129|78 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 63 DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT ============================================================ Date/Time: 2026-07-17 13:51:45 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 28 Scenario seed: 3854657311787069719 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 99.57% OUTCOME ------- Status: SUCCESS Completed ticks: 846 Passengers seated: 235/235 Average waiting ticks: 387.29 Longest waiting passenger: P209->24H(RIGHT) Longest waiting ticks: 791 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 17 Regions dissolved: 1 Repeated reconstructions avoided: 17 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=18 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1630 Maximum occupied tiles: 11 Seat events: 117 Single-blocker events: 29 Multiple-blocker events: 8 Temporary aisle reoccupations: 46 RIGHT AISLE ----------- Total moves: 1792 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 34 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 130 Reservations granted: 128 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4304 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5385 Total stationary ticks: 94620 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 509 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 509 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 63 DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT ============================================================ Date/Time: 2026-07-17 13:51:45 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 28 Scenario seed: 3854657311787069719 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 99.57% OUTCOME ------- Status: SUCCESS Completed ticks: 846 Passengers seated: 235/235 Average waiting ticks: 387.29 Longest waiting passenger: P209->24H(RIGHT) Longest waiting ticks: 791 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 17 Regions dissolved: 1 Repeated reconstructions avoided: 17 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=18 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1630 Maximum occupied tiles: 11 Seat events: 117 Single-blocker events: 29 Multiple-blocker events: 8 Temporary aisle reoccupations: 46 RIGHT AISLE ----------- Total moves: 1792 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 34 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 130 Reservations granted: 128 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4303 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5384 Total stationary ticks: 94620 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 509 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 509 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 63 DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT ============================================================ Date/Time: 2026-07-17 13:51:45 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 28 Scenario seed: 3854657311787069719 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 99.57% OUTCOME ------- Status: SUCCESS Completed ticks: 846 Passengers seated: 235/235 Average waiting ticks: 387.29 Longest waiting passenger: P209->24H(RIGHT) Longest waiting ticks: 791 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 17 Regions dissolved: 1 Repeated reconstructions avoided: 17 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=18 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1630 Maximum occupied tiles: 11 Seat events: 117 Single-blocker events: 29 Multiple-blocker events: 8 Temporary aisle reoccupations: 46 RIGHT AISLE ----------- Total moves: 1792 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 34 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 130 Reservations granted: 128 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4304 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5385 Total stationary ticks: 94620 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 509 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 509 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 63 DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT ============================================================ Date/Time: 2026-07-17 13:51:45 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 29 Scenario seed: -4567754299527007339 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 91.06% OUTCOME ------- Status: SUCCESS Completed ticks: 902 Passengers seated: 235/235 Average waiting ticks: 390.21 Longest waiting passenger: P72->10D(LEFT) Longest waiting ticks: 865 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 21 Regions dissolved: 1 Repeated reconstructions avoided: 21 Largest region lifetime: 22 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=22 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1777 Maximum occupied tiles: 11 Seat events: 128 Single-blocker events: 25 Multiple-blocker events: 19 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 1611 Maximum occupied tiles: 11 Seat events: 107 Single-blocker events: 31 Multiple-blocker events: 4 Temporary aisle reoccupations: 39 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 128 Reservations granted: 125 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4209 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5267 Total stationary ticks: 95173 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 540 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 63 DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT ============================================================ Date/Time: 2026-07-17 13:51:45 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 29 Scenario seed: -4567754299527007339 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 91.06% OUTCOME ------- Status: SUCCESS Completed ticks: 902 Passengers seated: 235/235 Average waiting ticks: 390.21 Longest waiting passenger: P72->10D(LEFT) Longest waiting ticks: 865 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 21 Regions dissolved: 1 Repeated reconstructions avoided: 21 Largest region lifetime: 22 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=22 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1777 Maximum occupied tiles: 11 Seat events: 128 Single-blocker events: 25 Multiple-blocker events: 19 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 1611 Maximum occupied tiles: 11 Seat events: 107 Single-blocker events: 31 Multiple-blocker events: 4 Temporary aisle reoccupations: 39 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 128 Reservations granted: 125 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4209 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5267 Total stationary ticks: 95173 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 540 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 63 DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT ============================================================ Date/Time: 2026-07-17 13:51:45 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 29 Scenario seed: -4567754299527007339 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 91.06% OUTCOME ------- Status: SUCCESS Completed ticks: 902 Passengers seated: 235/235 Average waiting ticks: 390.21 Longest waiting passenger: P72->10D(LEFT) Longest waiting ticks: 865 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 21 Regions dissolved: 1 Repeated reconstructions avoided: 21 Largest region lifetime: 22 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=22 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1777 Maximum occupied tiles: 11 Seat events: 128 Single-blocker events: 25 Multiple-blocker events: 19 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 1611 Maximum occupied tiles: 11 Seat events: 107 Single-blocker events: 31 Multiple-blocker events: 4 Temporary aisle reoccupations: 39 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 128 Reservations granted: 125 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4209 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5267 Total stationary ticks: 95173 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 540 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 63 DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT ============================================================ Date/Time: 2026-07-17 13:51:45 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 30 Scenario seed: 3367915316291643157 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 869 Passengers seated: 235/235 Average waiting ticks: 394.64 Longest waiting passenger: P74->3A(LEFT) Longest waiting ticks: 817 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1723 Maximum occupied tiles: 11 Seat events: 119 Single-blocker events: 29 Multiple-blocker events: 14 Temporary aisle reoccupations: 61 RIGHT AISLE ----------- Total moves: 1665 Maximum occupied tiles: 11 Seat events: 116 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 124 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3914 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5047 Total stationary ticks: 95938 Seat-event requests: 243 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 572 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 7 Active-event deferrals: 572 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 63 DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT ============================================================ Date/Time: 2026-07-17 13:51:45 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 30 Scenario seed: 3367915316291643157 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 869 Passengers seated: 235/235 Average waiting ticks: 394.64 Longest waiting passenger: P74->3A(LEFT) Longest waiting ticks: 817 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1723 Maximum occupied tiles: 11 Seat events: 119 Single-blocker events: 29 Multiple-blocker events: 14 Temporary aisle reoccupations: 61 RIGHT AISLE ----------- Total moves: 1665 Maximum occupied tiles: 11 Seat events: 116 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 124 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3914 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5047 Total stationary ticks: 95938 Seat-event requests: 243 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 572 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 7 Active-event deferrals: 572 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 63 DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT ============================================================ Date/Time: 2026-07-17 13:51:45 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 30 Scenario seed: 3367915316291643157 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 869 Passengers seated: 235/235 Average waiting ticks: 394.64 Longest waiting passenger: P74->3A(LEFT) Longest waiting ticks: 817 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1723 Maximum occupied tiles: 11 Seat events: 119 Single-blocker events: 29 Multiple-blocker events: 14 Temporary aisle reoccupations: 61 RIGHT AISLE ----------- Total moves: 1665 Maximum occupied tiles: 11 Seat events: 116 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 124 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3914 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5047 Total stationary ticks: 95938 Seat-event requests: 243 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 572 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 7 Active-event deferrals: 572 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n ************************************************************ BATCH EXPERIMENT SUMMARY RESEARCH EXPERIMENT 63 DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT ************************************************************ Experiment seed: 9783790101901 Scenarios executed: 90 Successful completions: 66 Incomplete/MAX_TICKS: 24 Average completed ticks: 1367.00 Average waiting ticks: 460.14 ************************************************************ ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 64 UNIFIED POLICY COMPARISON AND RANKING AUDIT ============================================================ Date/Time: 2026-07-17 14:23:28 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 1 Scenario seed: 3055370766012738473 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 842 Passengers seated: 235/235 Average waiting ticks: 381.71 Longest waiting passenger: P14->4G(RIGHT) Longest waiting ticks: 802 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 31 Regions dissolved: 3 Repeated reconstructions avoided: 31 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 0 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1605 Maximum occupied tiles: 13 Seat events: 114 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 56 RIGHT AISLE ----------- Total moves: 1759 Maximum occupied tiles: 13 Seat events: 121 Single-blocker events: 28 Multiple-blocker events: 11 Temporary aisle reoccupations: 53 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 129 Reservations granted: 129 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4378 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5526 Total stationary ticks: 93373 Seat-event requests: 249 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 592 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 592 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 64 UNIFIED POLICY COMPARISON AND RANKING AUDIT ============================================================ Date/Time: 2026-07-17 14:23:28 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 1 Scenario seed: 3055370766012738473 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 842 Passengers seated: 235/235 Average waiting ticks: 381.71 Longest waiting passenger: P14->4G(RIGHT) Longest waiting ticks: 802 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 31 Regions dissolved: 3 Repeated reconstructions avoided: 31 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 0 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1605 Maximum occupied tiles: 13 Seat events: 114 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 56 RIGHT AISLE ----------- Total moves: 1759 Maximum occupied tiles: 13 Seat events: 121 Single-blocker events: 28 Multiple-blocker events: 11 Temporary aisle reoccupations: 53 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 129 Reservations granted: 129 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4378 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5526 Total stationary ticks: 93373 Seat-event requests: 249 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 592 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 592 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 64 UNIFIED POLICY COMPARISON AND RANKING AUDIT ============================================================ Date/Time: 2026-07-17 14:23:28 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 1 Scenario seed: 3055370766012738473 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 842 Passengers seated: 235/235 Average waiting ticks: 381.71 Longest waiting passenger: P14->4G(RIGHT) Longest waiting ticks: 802 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 31 Regions dissolved: 3 Repeated reconstructions avoided: 31 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 0 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1605 Maximum occupied tiles: 13 Seat events: 114 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 56 RIGHT AISLE ----------- Total moves: 1759 Maximum occupied tiles: 13 Seat events: 121 Single-blocker events: 28 Multiple-blocker events: 11 Temporary aisle reoccupations: 53 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 129 Reservations granted: 129 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4378 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5526 Total stationary ticks: 93373 Seat-event requests: 249 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 592 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 592 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 64 UNIFIED POLICY COMPARISON AND RANKING AUDIT ============================================================ Date/Time: 2026-07-17 14:23:29 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 2 Scenario seed: -5861873949581201790 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 461.78 Longest waiting passenger: P176->13G(RIGHT) Longest waiting ticks: 940 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2124 Maximum occupied tiles: 12 Seat events: 140 Single-blocker events: 52 Multiple-blocker events: 12 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2238 Maximum occupied tiles: 13 Seat events: 142 Single-blocker events: 33 Multiple-blocker events: 24 Temporary aisle reoccupations: 81 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 99 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5604 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6986 Total stationary ticks: 134989 Seat-event requests: 296 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 657 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 657 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 64 UNIFIED POLICY COMPARISON AND RANKING AUDIT ============================================================ Date/Time: 2026-07-17 14:23:29 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 2 Scenario seed: -5861873949581201790 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 461.78 Longest waiting passenger: P176->13G(RIGHT) Longest waiting ticks: 940 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2124 Maximum occupied tiles: 12 Seat events: 140 Single-blocker events: 52 Multiple-blocker events: 12 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2238 Maximum occupied tiles: 13 Seat events: 142 Single-blocker events: 33 Multiple-blocker events: 24 Temporary aisle reoccupations: 81 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 99 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5604 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6986 Total stationary ticks: 134989 Seat-event requests: 296 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 657 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 657 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 64 UNIFIED POLICY COMPARISON AND RANKING AUDIT ============================================================ Date/Time: 2026-07-17 14:23:29 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 2 Scenario seed: -5861873949581201790 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 461.78 Longest waiting passenger: P176->13G(RIGHT) Longest waiting ticks: 940 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2124 Maximum occupied tiles: 12 Seat events: 140 Single-blocker events: 52 Multiple-blocker events: 12 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2238 Maximum occupied tiles: 13 Seat events: 142 Single-blocker events: 33 Multiple-blocker events: 24 Temporary aisle reoccupations: 81 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 99 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5604 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6986 Total stationary ticks: 134989 Seat-event requests: 296 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 657 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 657 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 64 UNIFIED POLICY COMPARISON AND RANKING AUDIT ============================================================ Date/Time: 2026-07-17 14:23:29 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 3 Scenario seed: 6413959567787430862 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 99.72% OUTCOME ------- Status: SUCCESS Completed ticks: 1255 Passengers seated: 353/353 Average waiting ticks: 584.28 Longest waiting passenger: P110->21D(LEFT) Longest waiting ticks: 1200 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 51 Regions dissolved: 4 Repeated reconstructions avoided: 51 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=11 Confirmation deferral ticks: 5 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3168 Maximum occupied tiles: 14 Seat events: 177 Single-blocker events: 45 Multiple-blocker events: 29 Temporary aisle reoccupations: 109 RIGHT AISLE ----------- Total moves: 3052 Maximum occupied tiles: 13 Seat events: 176 Single-blocker events: 53 Multiple-blocker events: 27 Temporary aisle reoccupations: 112 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 159 Reservations granted: 157 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8069 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9772 Total stationary ticks: 213222 Seat-event requests: 381 Failed seat-event starts: 28 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 782 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 28 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 782 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 64 UNIFIED POLICY COMPARISON AND RANKING AUDIT ============================================================ Date/Time: 2026-07-17 14:23:29 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 3 Scenario seed: 6413959567787430862 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 99.72% OUTCOME ------- Status: SUCCESS Completed ticks: 1255 Passengers seated: 353/353 Average waiting ticks: 584.23 Longest waiting passenger: P110->21D(LEFT) Longest waiting ticks: 1200 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 51 Regions dissolved: 4 Repeated reconstructions avoided: 51 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=11 Confirmation deferral ticks: 5 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3168 Maximum occupied tiles: 14 Seat events: 177 Single-blocker events: 45 Multiple-blocker events: 29 Temporary aisle reoccupations: 109 RIGHT AISLE ----------- Total moves: 3052 Maximum occupied tiles: 13 Seat events: 176 Single-blocker events: 53 Multiple-blocker events: 27 Temporary aisle reoccupations: 112 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 159 Reservations granted: 157 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8079 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9784 Total stationary ticks: 213224 Seat-event requests: 381 Failed seat-event starts: 28 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 775 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 28 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 775 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 64 UNIFIED POLICY COMPARISON AND RANKING AUDIT ============================================================ Date/Time: 2026-07-17 14:23:29 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 3 Scenario seed: 6413959567787430862 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 99.72% OUTCOME ------- Status: SUCCESS Completed ticks: 1255 Passengers seated: 353/353 Average waiting ticks: 584.23 Longest waiting passenger: P110->21D(LEFT) Longest waiting ticks: 1200 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 51 Regions dissolved: 4 Repeated reconstructions avoided: 51 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=11 Confirmation deferral ticks: 5 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3168 Maximum occupied tiles: 14 Seat events: 177 Single-blocker events: 45 Multiple-blocker events: 29 Temporary aisle reoccupations: 109 RIGHT AISLE ----------- Total moves: 3052 Maximum occupied tiles: 13 Seat events: 176 Single-blocker events: 53 Multiple-blocker events: 27 Temporary aisle reoccupations: 112 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 159 Reservations granted: 157 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8079 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9784 Total stationary ticks: 213224 Seat-event requests: 381 Failed seat-event starts: 28 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 775 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 28 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 775 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 64 UNIFIED POLICY COMPARISON AND RANKING AUDIT ============================================================ Date/Time: 2026-07-17 14:23:29 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 4 Scenario seed: -6874954252876456991 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2294 Passengers seated: 169/235 Average waiting ticks: 811.85 Longest waiting passenger: P2->16C(RIGHT) Longest waiting ticks: 2294 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 4 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1889 Regions dissolved: 0 Repeated reconstructions avoided: 1889 Largest region lifetime: 1890 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1890:occupied=4 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1887 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1607 Maximum occupied tiles: 13 Seat events: 113 Single-blocker events: 31 Multiple-blocker events: 9 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 914 Maximum occupied tiles: 12 Seat events: 56 Single-blocker events: 9 Multiple-blocker events: 1 Temporary aisle reoccupations: 11 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1981 Reservations granted: 1976 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 57 Remaining moving in aisle: 6 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 11640 Longest unresolved passenger ID: 2 Longest unresolved row: 16 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 109 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 6 Total blocked ticks: 20936 Total stationary ticks: 204785 Seat-event requests: 2064 Failed seat-event starts: 1895 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 169 Critical blocker identity: P169->4C(RIGHT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 9 Unresolved outside passengers: 57 Unresolved internal passengers outside critical tree: 5 Critical blocker tree: P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT) P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1895 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 5|6|7 Critical blocker unavailable yield tiles: 7 Critical blocker yield-tile occupants: 165 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1895 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 388 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P53->8E(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 5|6|7 Current unavailable yield tiles: 7 Current yield-tile occupants: 165 Final row-event chain: 169|165|53 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 64 UNIFIED POLICY COMPARISON AND RANKING AUDIT ============================================================ Date/Time: 2026-07-17 14:23:29 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 4 Scenario seed: -6874954252876456991 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2294 Passengers seated: 169/235 Average waiting ticks: 811.85 Longest waiting passenger: P2->16C(RIGHT) Longest waiting ticks: 2294 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 4 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1889 Regions dissolved: 0 Repeated reconstructions avoided: 1889 Largest region lifetime: 1890 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1890:occupied=4 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1887 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1607 Maximum occupied tiles: 13 Seat events: 113 Single-blocker events: 31 Multiple-blocker events: 9 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 914 Maximum occupied tiles: 12 Seat events: 56 Single-blocker events: 9 Multiple-blocker events: 1 Temporary aisle reoccupations: 11 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1981 Reservations granted: 1976 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 57 Remaining moving in aisle: 6 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 11640 Longest unresolved passenger ID: 2 Longest unresolved row: 16 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 109 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 6 Total blocked ticks: 20922 Total stationary ticks: 204781 Seat-event requests: 2064 Failed seat-event starts: 1895 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 169 Critical blocker identity: P169->4C(RIGHT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 9 Unresolved outside passengers: 57 Unresolved internal passengers outside critical tree: 5 Critical blocker tree: P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT) P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1895 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 5|6|7 Critical blocker unavailable yield tiles: 7 Critical blocker yield-tile occupants: 165 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1895 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 380 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P53->8E(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 5|6|7 Current unavailable yield tiles: 7 Current yield-tile occupants: 165 Final row-event chain: 169|165|53 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 64 UNIFIED POLICY COMPARISON AND RANKING AUDIT ============================================================ Date/Time: 2026-07-17 14:23:29 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 4 Scenario seed: -6874954252876456991 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2294 Passengers seated: 169/235 Average waiting ticks: 811.85 Longest waiting passenger: P2->16C(RIGHT) Longest waiting ticks: 2294 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 4 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1889 Regions dissolved: 0 Repeated reconstructions avoided: 1889 Largest region lifetime: 1890 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1890:occupied=4 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1887 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1607 Maximum occupied tiles: 13 Seat events: 113 Single-blocker events: 31 Multiple-blocker events: 9 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 914 Maximum occupied tiles: 12 Seat events: 56 Single-blocker events: 9 Multiple-blocker events: 1 Temporary aisle reoccupations: 11 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1981 Reservations granted: 1976 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 57 Remaining moving in aisle: 6 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 11640 Longest unresolved passenger ID: 2 Longest unresolved row: 16 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 109 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 6 Total blocked ticks: 20936 Total stationary ticks: 204785 Seat-event requests: 2064 Failed seat-event starts: 1895 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 169 Critical blocker identity: P169->4C(RIGHT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 9 Unresolved outside passengers: 57 Unresolved internal passengers outside critical tree: 5 Critical blocker tree: P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT) P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1895 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 5|6|7 Critical blocker unavailable yield tiles: 7 Critical blocker yield-tile occupants: 165 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1895 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 388 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P53->8E(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 5|6|7 Current unavailable yield tiles: 7 Current yield-tile occupants: 165 Final row-event chain: 169|165|53 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 64 UNIFIED POLICY COMPARISON AND RANKING AUDIT ============================================================ Date/Time: 2026-07-17 14:23:29 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 5 Scenario seed: -3861213001347413166 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1037 Passengers seated: 282/282 Average waiting ticks: 463.27 Longest waiting passenger: P14->18D(LEFT) Longest waiting ticks: 988 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2266 Maximum occupied tiles: 13 Seat events: 148 Single-blocker events: 41 Multiple-blocker events: 16 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 2110 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 45 Multiple-blocker events: 14 Temporary aisle reoccupations: 73 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 95 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5619 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6814 Total stationary ticks: 135338 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 584 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 584 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 64 UNIFIED POLICY COMPARISON AND RANKING AUDIT ============================================================ Date/Time: 2026-07-17 14:23:29 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 5 Scenario seed: -3861213001347413166 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1037 Passengers seated: 282/282 Average waiting ticks: 463.27 Longest waiting passenger: P14->18D(LEFT) Longest waiting ticks: 988 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2266 Maximum occupied tiles: 13 Seat events: 148 Single-blocker events: 41 Multiple-blocker events: 16 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 2110 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 45 Multiple-blocker events: 14 Temporary aisle reoccupations: 73 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 95 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5619 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6814 Total stationary ticks: 135338 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 584 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 584 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 64 UNIFIED POLICY COMPARISON AND RANKING AUDIT ============================================================ Date/Time: 2026-07-17 14:23:29 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 5 Scenario seed: -3861213001347413166 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1037 Passengers seated: 282/282 Average waiting ticks: 463.27 Longest waiting passenger: P14->18D(LEFT) Longest waiting ticks: 988 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2266 Maximum occupied tiles: 13 Seat events: 148 Single-blocker events: 41 Multiple-blocker events: 16 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 2110 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 45 Multiple-blocker events: 14 Temporary aisle reoccupations: 73 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 95 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5619 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6814 Total stationary ticks: 135338 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 584 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 584 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 64 UNIFIED POLICY COMPARISON AND RANKING AUDIT ============================================================ Date/Time: 2026-07-17 14:23:29 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 6 Scenario seed: 5232186905524502075 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 94.47% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2349 Passengers seated: 226/235 Average waiting ticks: 412.04 Longest waiting passenger: P148->22D(RIGHT) Longest waiting ticks: 2308 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 10 Cluster candidates evaluated: 3 Executable cluster candidates: 1 Rejected cluster candidates: 2 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 9 Selected release potential total: 5 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1602 Regions dissolved: 2 Repeated reconstructions avoided: 1602 Largest region lifetime: 1574 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1574:occupied=9 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1520 State changes reopening evaluation: 9 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1534 Maximum occupied tiles: 11 Seat events: 111 Single-blocker events: 33 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1850 Maximum occupied tiles: 13 Seat events: 115 Single-blocker events: 25 Multiple-blocker events: 11 Temporary aisle reoccupations: 49 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1668 Reservations granted: 1665 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 7 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 11128 Longest unresolved passenger ID: 198 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 7 Longest dependency chain: P102(27G/RIGHT) -> P111(26C/RIGHT) -> P180(26D/RIGHT) -> P228(28H/RIGHT) -> P123(29E/RIGHT) -> P198(30F/RIGHT) -> P69(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 102 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 7 Total blocked ticks: 18631 Total stationary ticks: 110660 Seat-event requests: 1780 Failed seat-event starts: 1554 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 69 Critical blocker identity: P69->29C(RIGHT) Direct fan-out: 1 Total indirect descendants: 6 Critical tree size including blocker: 7 Critical tree depth: 7 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 9 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P69(29C/RIGHT/WAITING_FOR_SEAT_EVENT) P198(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P123(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P228(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P180(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P111(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P102(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1519 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1519 Rear-boundary failures: 35 Middle-bank reservation failures: 3 Active-event deferrals: 539 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1782\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1522\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 64 UNIFIED POLICY COMPARISON AND RANKING AUDIT ============================================================ Date/Time: 2026-07-17 14:23:29 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 6 Scenario seed: 5232186905524502075 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 94.47% OUTCOME ------- Status: SUCCESS Completed ticks: 892 Passengers seated: 235/235 Average waiting ticks: 399.84 Longest waiting passenger: P204->17E(RIGHT) Longest waiting ticks: 844 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 6 Selected release potential total: 5 Last cluster decision: RIGHT:tiles8-13:occupied=6:anchor=P172:selected=P162:directReleases=0:releasePotential=5 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 29 Regions dissolved: 2 Repeated reconstructions avoided: 29 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1534 Maximum occupied tiles: 11 Seat events: 111 Single-blocker events: 33 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1872 Maximum occupied tiles: 11 Seat events: 124 Single-blocker events: 28 Multiple-blocker events: 15 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 134 Reservations granted: 131 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3993 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4927 Total stationary ticks: 97124 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 507 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 507 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 64 UNIFIED POLICY COMPARISON AND RANKING AUDIT ============================================================ Date/Time: 2026-07-17 14:23:29 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 6 Scenario seed: 5232186905524502075 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 94.47% OUTCOME ------- Status: SUCCESS Completed ticks: 892 Passengers seated: 235/235 Average waiting ticks: 399.84 Longest waiting passenger: P204->17E(RIGHT) Longest waiting ticks: 844 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 6 Selected release potential total: 5 Last cluster decision: RIGHT:tiles8-13:occupied=6:anchor=P172:selected=P162:directReleases=0:releasePotential=5 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 29 Regions dissolved: 2 Repeated reconstructions avoided: 29 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1534 Maximum occupied tiles: 11 Seat events: 111 Single-blocker events: 33 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1872 Maximum occupied tiles: 11 Seat events: 124 Single-blocker events: 28 Multiple-blocker events: 15 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 134 Reservations granted: 131 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3993 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4927 Total stationary ticks: 97124 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 507 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 507 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 64 UNIFIED POLICY COMPARISON AND RANKING AUDIT ============================================================ Date/Time: 2026-07-17 14:23:29 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 7 Scenario seed: -6941493034642023543 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 95.75% OUTCOME ------- Status: SUCCESS Completed ticks: 1320 Passengers seated: 353/353 Average waiting ticks: 603.76 Longest waiting passenger: P99->23G(LEFT) Longest waiting ticks: 1270 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3201 Maximum occupied tiles: 15 Seat events: 184 Single-blocker events: 48 Multiple-blocker events: 27 Temporary aisle reoccupations: 104 RIGHT AISLE ----------- Total moves: 2947 Maximum occupied tiles: 13 Seat events: 169 Single-blocker events: 50 Multiple-blocker events: 21 Temporary aisle reoccupations: 95 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 152 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6822 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8389 Total stationary ticks: 218685 Seat-event requests: 375 Failed seat-event starts: 22 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 864 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 22 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 864 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 64 UNIFIED POLICY COMPARISON AND RANKING AUDIT ============================================================ Date/Time: 2026-07-17 14:23:29 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 7 Scenario seed: -6941493034642023543 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 95.75% OUTCOME ------- Status: SUCCESS Completed ticks: 1320 Passengers seated: 353/353 Average waiting ticks: 603.79 Longest waiting passenger: P99->23G(LEFT) Longest waiting ticks: 1270 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3201 Maximum occupied tiles: 15 Seat events: 184 Single-blocker events: 48 Multiple-blocker events: 27 Temporary aisle reoccupations: 104 RIGHT AISLE ----------- Total moves: 2947 Maximum occupied tiles: 13 Seat events: 169 Single-blocker events: 50 Multiple-blocker events: 21 Temporary aisle reoccupations: 95 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 152 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6817 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8387 Total stationary ticks: 218684 Seat-event requests: 374 Failed seat-event starts: 21 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 871 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 21 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 871 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 374\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 64 UNIFIED POLICY COMPARISON AND RANKING AUDIT ============================================================ Date/Time: 2026-07-17 14:23:29 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 7 Scenario seed: -6941493034642023543 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 95.75% OUTCOME ------- Status: SUCCESS Completed ticks: 1320 Passengers seated: 353/353 Average waiting ticks: 603.76 Longest waiting passenger: P99->23G(LEFT) Longest waiting ticks: 1270 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3201 Maximum occupied tiles: 15 Seat events: 184 Single-blocker events: 48 Multiple-blocker events: 27 Temporary aisle reoccupations: 104 RIGHT AISLE ----------- Total moves: 2947 Maximum occupied tiles: 13 Seat events: 169 Single-blocker events: 50 Multiple-blocker events: 21 Temporary aisle reoccupations: 95 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 152 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6822 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8389 Total stationary ticks: 218685 Seat-event requests: 375 Failed seat-event starts: 22 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 864 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 22 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 864 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 64 UNIFIED POLICY COMPARISON AND RANKING AUDIT ============================================================ Date/Time: 2026-07-17 14:23:29 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 8 Scenario seed: -8554465769121675260 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 861 Passengers seated: 235/235 Average waiting ticks: 382.57 Longest waiting passenger: P23->28C(RIGHT) Longest waiting ticks: 816 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1693 Maximum occupied tiles: 14 Seat events: 114 Single-blocker events: 26 Multiple-blocker events: 13 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 1699 Maximum occupied tiles: 12 Seat events: 121 Single-blocker events: 35 Multiple-blocker events: 11 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 125 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4487 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5649 Total stationary ticks: 93738 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 539 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 539 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 64 UNIFIED POLICY COMPARISON AND RANKING AUDIT ============================================================ Date/Time: 2026-07-17 14:23:29 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 8 Scenario seed: -8554465769121675260 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 861 Passengers seated: 235/235 Average waiting ticks: 382.62 Longest waiting passenger: P23->28C(RIGHT) Longest waiting ticks: 816 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1693 Maximum occupied tiles: 14 Seat events: 114 Single-blocker events: 26 Multiple-blocker events: 13 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 1699 Maximum occupied tiles: 12 Seat events: 121 Single-blocker events: 35 Multiple-blocker events: 11 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 125 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4472 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5637 Total stationary ticks: 93736 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 542 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 542 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 64 UNIFIED POLICY COMPARISON AND RANKING AUDIT ============================================================ Date/Time: 2026-07-17 14:23:29 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 8 Scenario seed: -8554465769121675260 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 861 Passengers seated: 235/235 Average waiting ticks: 382.62 Longest waiting passenger: P23->28C(RIGHT) Longest waiting ticks: 816 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1693 Maximum occupied tiles: 14 Seat events: 114 Single-blocker events: 26 Multiple-blocker events: 13 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 1699 Maximum occupied tiles: 12 Seat events: 121 Single-blocker events: 35 Multiple-blocker events: 11 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 125 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4472 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5637 Total stationary ticks: 93736 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 542 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 542 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 64 UNIFIED POLICY COMPARISON AND RANKING AUDIT ============================================================ Date/Time: 2026-07-17 14:23:29 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 9 Scenario seed: 5225839747377591732 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1015 Passengers seated: 282/282 Average waiting ticks: 466.34 Longest waiting passenger: P68->23A(LEFT) Longest waiting ticks: 960 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2100 Maximum occupied tiles: 11 Seat events: 144 Single-blocker events: 44 Multiple-blocker events: 12 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 2256 Maximum occupied tiles: 12 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 13 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 102 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5299 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6604 Total stationary ticks: 135920 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 691 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 691 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 64 UNIFIED POLICY COMPARISON AND RANKING AUDIT ============================================================ Date/Time: 2026-07-17 14:23:29 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 9 Scenario seed: 5225839747377591732 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1015 Passengers seated: 282/282 Average waiting ticks: 466.34 Longest waiting passenger: P68->23A(LEFT) Longest waiting ticks: 960 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2100 Maximum occupied tiles: 11 Seat events: 144 Single-blocker events: 44 Multiple-blocker events: 12 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 2256 Maximum occupied tiles: 12 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 13 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 102 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5299 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6604 Total stationary ticks: 135920 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 691 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 691 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 64 UNIFIED POLICY COMPARISON AND RANKING AUDIT ============================================================ Date/Time: 2026-07-17 14:23:29 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 9 Scenario seed: 5225839747377591732 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1015 Passengers seated: 282/282 Average waiting ticks: 466.34 Longest waiting passenger: P68->23A(LEFT) Longest waiting ticks: 960 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2100 Maximum occupied tiles: 11 Seat events: 144 Single-blocker events: 44 Multiple-blocker events: 12 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 2256 Maximum occupied tiles: 12 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 13 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 102 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5299 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6604 Total stationary ticks: 135920 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 691 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 691 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 64 UNIFIED POLICY COMPARISON AND RANKING AUDIT ============================================================ Date/Time: 2026-07-17 14:23:30 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 10 Scenario seed: 1939935009979591158 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2369 Passengers seated: 232/235 Average waiting ticks: 394.61 Longest waiting passenger: P8->28F(LEFT) Longest waiting ticks: 2299 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1636 Regions dissolved: 2 Repeated reconstructions avoided: 1636 Largest region lifetime: 1601 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1601:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1584 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 12 Seat events: 110 Single-blocker events: 30 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1757 Maximum occupied tiles: 11 Seat events: 122 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1714 Reservations granted: 1714 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 2 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4339 Longest unresolved passenger ID: 15 Longest unresolved row: 28 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 121 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 2 Total blocked ticks: 10065 Total stationary ticks: 99506 Seat-event requests: 1830 Failed seat-event starts: 1598 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 8 Critical blocker identity: P8->28F(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P8(28F/LEFT/WAITING_FOR_SEAT_EVENT) P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1587 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 3 Critical blocker required yield tiles: 29|30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 11 Rear-boundary failures: 1587 Middle-bank reservation failures: 0 Active-event deferrals: 484 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 29|30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 64 UNIFIED POLICY COMPARISON AND RANKING AUDIT ============================================================ Date/Time: 2026-07-17 14:23:30 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 10 Scenario seed: 1939935009979591158 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2369 Passengers seated: 232/235 Average waiting ticks: 394.60 Longest waiting passenger: P8->28F(LEFT) Longest waiting ticks: 2299 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1636 Regions dissolved: 2 Repeated reconstructions avoided: 1636 Largest region lifetime: 1601 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1601:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1584 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 12 Seat events: 110 Single-blocker events: 30 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1757 Maximum occupied tiles: 11 Seat events: 122 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1714 Reservations granted: 1714 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 2 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4349 Longest unresolved passenger ID: 15 Longest unresolved row: 28 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 121 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 2 Total blocked ticks: 10071 Total stationary ticks: 99508 Seat-event requests: 1830 Failed seat-event starts: 1598 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 8 Critical blocker identity: P8->28F(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P8(28F/LEFT/WAITING_FOR_SEAT_EVENT) P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1587 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 3 Critical blocker required yield tiles: 29|30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 11 Rear-boundary failures: 1587 Middle-bank reservation failures: 0 Active-event deferrals: 485 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 29|30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 64 UNIFIED POLICY COMPARISON AND RANKING AUDIT ============================================================ Date/Time: 2026-07-17 14:23:30 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 10 Scenario seed: 1939935009979591158 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2369 Passengers seated: 232/235 Average waiting ticks: 394.60 Longest waiting passenger: P8->28F(LEFT) Longest waiting ticks: 2299 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1636 Regions dissolved: 2 Repeated reconstructions avoided: 1636 Largest region lifetime: 1601 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1601:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1584 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 12 Seat events: 110 Single-blocker events: 30 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1757 Maximum occupied tiles: 11 Seat events: 122 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1714 Reservations granted: 1714 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 2 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4349 Longest unresolved passenger ID: 15 Longest unresolved row: 28 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 121 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 2 Total blocked ticks: 10071 Total stationary ticks: 99508 Seat-event requests: 1830 Failed seat-event starts: 1598 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 8 Critical blocker identity: P8->28F(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P8(28F/LEFT/WAITING_FOR_SEAT_EVENT) P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1587 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 3 Critical blocker required yield tiles: 29|30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 11 Rear-boundary failures: 1587 Middle-bank reservation failures: 0 Active-event deferrals: 485 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 29|30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 64 UNIFIED POLICY COMPARISON AND RANKING AUDIT ============================================================ Date/Time: 2026-07-17 14:23:30 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 11 Scenario seed: 1252229027809620306 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 97.45% OUTCOME ------- Status: SUCCESS Completed ticks: 1280 Passengers seated: 353/353 Average waiting ticks: 583.29 Longest waiting passenger: P34->24D(LEFT) Longest waiting ticks: 1216 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3262 Maximum occupied tiles: 13 Seat events: 181 Single-blocker events: 47 Multiple-blocker events: 22 Temporary aisle reoccupations: 97 RIGHT AISLE ----------- Total moves: 2896 Maximum occupied tiles: 14 Seat events: 172 Single-blocker events: 43 Multiple-blocker events: 26 Temporary aisle reoccupations: 100 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 149 Reservations granted: 149 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8010 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9374 Total stationary ticks: 212715 Seat-event requests: 371 Failed seat-event starts: 18 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 643 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 18 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 643 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 64 UNIFIED POLICY COMPARISON AND RANKING AUDIT ============================================================ Date/Time: 2026-07-17 14:23:30 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 11 Scenario seed: 1252229027809620306 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 97.45% OUTCOME ------- Status: SUCCESS Completed ticks: 1280 Passengers seated: 353/353 Average waiting ticks: 583.32 Longest waiting passenger: P34->24D(LEFT) Longest waiting ticks: 1216 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3262 Maximum occupied tiles: 13 Seat events: 181 Single-blocker events: 47 Multiple-blocker events: 22 Temporary aisle reoccupations: 97 RIGHT AISLE ----------- Total moves: 2896 Maximum occupied tiles: 14 Seat events: 172 Single-blocker events: 43 Multiple-blocker events: 26 Temporary aisle reoccupations: 100 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 149 Reservations granted: 149 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7975 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9381 Total stationary ticks: 212716 Seat-event requests: 371 Failed seat-event starts: 18 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 654 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 18 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 654 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 64 UNIFIED POLICY COMPARISON AND RANKING AUDIT ============================================================ Date/Time: 2026-07-17 14:23:30 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 11 Scenario seed: 1252229027809620306 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 97.45% OUTCOME ------- Status: SUCCESS Completed ticks: 1280 Passengers seated: 353/353 Average waiting ticks: 583.33 Longest waiting passenger: P34->24D(LEFT) Longest waiting ticks: 1216 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3262 Maximum occupied tiles: 13 Seat events: 181 Single-blocker events: 47 Multiple-blocker events: 22 Temporary aisle reoccupations: 97 RIGHT AISLE ----------- Total moves: 2896 Maximum occupied tiles: 14 Seat events: 172 Single-blocker events: 43 Multiple-blocker events: 26 Temporary aisle reoccupations: 100 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 149 Reservations granted: 149 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7965 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9358 Total stationary ticks: 212708 Seat-event requests: 371 Failed seat-event starts: 18 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 646 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 18 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 646 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 64 UNIFIED POLICY COMPARISON AND RANKING AUDIT ============================================================ Date/Time: 2026-07-17 14:23:30 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 12 Scenario seed: 8187627317652047108 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 93.62% OUTCOME ------- Status: SUCCESS Completed ticks: 880 Passengers seated: 235/235 Average waiting ticks: 383.92 Longest waiting passenger: P3->11G(RIGHT) Longest waiting ticks: 827 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 29 Regions dissolved: 1 Repeated reconstructions avoided: 29 Largest region lifetime: 30 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=30 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 13 Seat events: 110 Single-blocker events: 28 Multiple-blocker events: 7 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1738 Maximum occupied tiles: 12 Seat events: 125 Single-blocker events: 35 Multiple-blocker events: 14 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 135 Reservations granted: 125 Reservations denied/waited: 10 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4421 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5748 Total stationary ticks: 94039 Seat-event requests: 241 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 646 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 10 Active-event deferrals: 646 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 64 UNIFIED POLICY COMPARISON AND RANKING AUDIT ============================================================ Date/Time: 2026-07-17 14:23:30 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 12 Scenario seed: 8187627317652047108 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 93.62% OUTCOME ------- Status: SUCCESS Completed ticks: 880 Passengers seated: 235/235 Average waiting ticks: 384.07 Longest waiting passenger: P3->11G(RIGHT) Longest waiting ticks: 827 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 29 Regions dissolved: 1 Repeated reconstructions avoided: 29 Largest region lifetime: 30 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=30 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 13 Seat events: 110 Single-blocker events: 28 Multiple-blocker events: 7 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1738 Maximum occupied tiles: 12 Seat events: 125 Single-blocker events: 35 Multiple-blocker events: 14 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 133 Reservations granted: 125 Reservations denied/waited: 8 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4381 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5693 Total stationary ticks: 94024 Seat-event requests: 241 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 645 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 8 Active-event deferrals: 645 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 64 UNIFIED POLICY COMPARISON AND RANKING AUDIT ============================================================ Date/Time: 2026-07-17 14:23:30 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 12 Scenario seed: 8187627317652047108 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 93.62% OUTCOME ------- Status: SUCCESS Completed ticks: 880 Passengers seated: 235/235 Average waiting ticks: 383.86 Longest waiting passenger: P3->11G(RIGHT) Longest waiting ticks: 827 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 29 Regions dissolved: 1 Repeated reconstructions avoided: 29 Largest region lifetime: 30 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=30 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 13 Seat events: 110 Single-blocker events: 28 Multiple-blocker events: 7 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1738 Maximum occupied tiles: 12 Seat events: 125 Single-blocker events: 35 Multiple-blocker events: 14 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 135 Reservations granted: 125 Reservations denied/waited: 10 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4431 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5747 Total stationary ticks: 94038 Seat-event requests: 241 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 634 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 10 Active-event deferrals: 634 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 64 UNIFIED POLICY COMPARISON AND RANKING AUDIT ============================================================ Date/Time: 2026-07-17 14:23:30 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 13 Scenario seed: 6351835860743924132 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 65.96% Aisle-assignment balance: 95.04% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2516 Passengers seated: 277/282 Average waiting ticks: 479.16 Longest waiting passenger: P279->31A(LEFT) Longest waiting ticks: 2446 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 0 Rejected cluster candidates: 1 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 5 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1515 Regions dissolved: 0 Repeated reconstructions avoided: 1515 Largest region lifetime: 1516 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1516:occupied=5 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1499 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2303 Maximum occupied tiles: 15 Seat events: 143 Single-blocker events: 44 Multiple-blocker events: 16 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2058 Maximum occupied tiles: 13 Seat events: 134 Single-blocker events: 36 Multiple-blocker events: 13 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 96 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5609 Longest unresolved passenger ID: 117 Longest unresolved row: 32 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 226 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14637 Total stationary ticks: 144501 Seat-event requests: 1814 Failed seat-event starts: 1537 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 111 Critical blocker identity: P111->28A(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P111(28A/LEFT/WAITING_FOR_SEAT_EVENT) P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1513 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 29|30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 117 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1513 Rear-boundary failures: 24 Middle-bank reservation failures: 1 Active-event deferrals: 702 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P279->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=925,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 29|30 Current unavailable yield tiles: 30 Current yield-tile occupants: 117 Final row-event chain: 111|117|279 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 64 UNIFIED POLICY COMPARISON AND RANKING AUDIT ============================================================ Date/Time: 2026-07-17 14:23:30 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 13 Scenario seed: 6351835860743924132 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 65.96% Aisle-assignment balance: 95.04% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2516 Passengers seated: 277/282 Average waiting ticks: 479.23 Longest waiting passenger: P279->31A(LEFT) Longest waiting ticks: 2446 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 0 Rejected cluster candidates: 1 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 5 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1515 Regions dissolved: 0 Repeated reconstructions avoided: 1515 Largest region lifetime: 1516 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1516:occupied=5 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1499 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2303 Maximum occupied tiles: 15 Seat events: 143 Single-blocker events: 44 Multiple-blocker events: 16 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2058 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 36 Multiple-blocker events: 13 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 96 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5567 Longest unresolved passenger ID: 117 Longest unresolved row: 32 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 226 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14536 Total stationary ticks: 144436 Seat-event requests: 1814 Failed seat-event starts: 1537 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 111 Critical blocker identity: P111->28A(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P111(28A/LEFT/WAITING_FOR_SEAT_EVENT) P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1513 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 29|30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 117 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1513 Rear-boundary failures: 24 Middle-bank reservation failures: 1 Active-event deferrals: 689 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P279->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=933,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 29|30 Current unavailable yield tiles: 30 Current yield-tile occupants: 117 Final row-event chain: 111|117|279 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 64 UNIFIED POLICY COMPARISON AND RANKING AUDIT ============================================================ Date/Time: 2026-07-17 14:23:30 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 13 Scenario seed: 6351835860743924132 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 65.96% Aisle-assignment balance: 95.04% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2516 Passengers seated: 277/282 Average waiting ticks: 479.23 Longest waiting passenger: P279->31A(LEFT) Longest waiting ticks: 2446 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 0 Rejected cluster candidates: 1 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 5 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1515 Regions dissolved: 0 Repeated reconstructions avoided: 1515 Largest region lifetime: 1516 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1516:occupied=5 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1499 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2303 Maximum occupied tiles: 15 Seat events: 143 Single-blocker events: 44 Multiple-blocker events: 16 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2058 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 36 Multiple-blocker events: 13 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 96 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5567 Longest unresolved passenger ID: 117 Longest unresolved row: 32 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 226 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14536 Total stationary ticks: 144436 Seat-event requests: 1814 Failed seat-event starts: 1537 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 111 Critical blocker identity: P111->28A(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P111(28A/LEFT/WAITING_FOR_SEAT_EVENT) P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1513 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 29|30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 117 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1513 Rear-boundary failures: 24 Middle-bank reservation failures: 1 Active-event deferrals: 689 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P279->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=933,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 29|30 Current unavailable yield tiles: 30 Current yield-tile occupants: 117 Final row-event chain: 111|117|279 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 64 UNIFIED POLICY COMPARISON AND RANKING AUDIT ============================================================ Date/Time: 2026-07-17 14:23:30 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 14 Scenario seed: -8658915343845013000 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 995 Passengers seated: 282/282 Average waiting ticks: 460.22 Longest waiting passenger: P218->6F(RIGHT) Longest waiting ticks: 951 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2250 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 38 Multiple-blocker events: 11 Temporary aisle reoccupations: 60 RIGHT AISLE ----------- Total moves: 2145 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 42 Multiple-blocker events: 17 Temporary aisle reoccupations: 76 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 98 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5688 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7053 Total stationary ticks: 134674 Seat-event requests: 287 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 657 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 657 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 64 UNIFIED POLICY COMPARISON AND RANKING AUDIT ============================================================ Date/Time: 2026-07-17 14:23:30 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 14 Scenario seed: -8658915343845013000 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 995 Passengers seated: 282/282 Average waiting ticks: 460.18 Longest waiting passenger: P218->6F(RIGHT) Longest waiting ticks: 951 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2250 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 38 Multiple-blocker events: 11 Temporary aisle reoccupations: 60 RIGHT AISLE ----------- Total moves: 2145 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 42 Multiple-blocker events: 17 Temporary aisle reoccupations: 76 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 98 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5713 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7065 Total stationary ticks: 134676 Seat-event requests: 287 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 656 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 656 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 64 UNIFIED POLICY COMPARISON AND RANKING AUDIT ============================================================ Date/Time: 2026-07-17 14:23:30 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 14 Scenario seed: -8658915343845013000 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 995 Passengers seated: 282/282 Average waiting ticks: 460.22 Longest waiting passenger: P218->6F(RIGHT) Longest waiting ticks: 951 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2250 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 38 Multiple-blocker events: 11 Temporary aisle reoccupations: 60 RIGHT AISLE ----------- Total moves: 2145 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 42 Multiple-blocker events: 17 Temporary aisle reoccupations: 76 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 98 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5688 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7053 Total stationary ticks: 134674 Seat-event requests: 287 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 657 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 657 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 64 UNIFIED POLICY COMPARISON AND RANKING AUDIT ============================================================ Date/Time: 2026-07-17 14:23:30 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 15 Scenario seed: 5673179910411321410 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 462.27 Longest waiting passenger: P21->16E(RIGHT) Longest waiting ticks: 953 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2199 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 41 Multiple-blocker events: 20 Temporary aisle reoccupations: 81 RIGHT AISLE ----------- Total moves: 2185 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 39 Multiple-blocker events: 16 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 96 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5393 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6898 Total stationary ticks: 134958 Seat-event requests: 301 Failed seat-event starts: 19 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 714 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 19 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 714 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 64 UNIFIED POLICY COMPARISON AND RANKING AUDIT ============================================================ Date/Time: 2026-07-17 14:23:30 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 15 Scenario seed: 5673179910411321410 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 462.25 Longest waiting passenger: P21->16E(RIGHT) Longest waiting ticks: 953 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2199 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 41 Multiple-blocker events: 20 Temporary aisle reoccupations: 81 RIGHT AISLE ----------- Total moves: 2185 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 39 Multiple-blocker events: 16 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 96 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5398 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6898 Total stationary ticks: 134958 Seat-event requests: 301 Failed seat-event starts: 19 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 709 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 19 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 709 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 64 UNIFIED POLICY COMPARISON AND RANKING AUDIT ============================================================ Date/Time: 2026-07-17 14:23:30 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 15 Scenario seed: 5673179910411321410 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 462.27 Longest waiting passenger: P21->16E(RIGHT) Longest waiting ticks: 953 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2199 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 41 Multiple-blocker events: 20 Temporary aisle reoccupations: 81 RIGHT AISLE ----------- Total moves: 2185 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 39 Multiple-blocker events: 16 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 96 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5393 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6898 Total stationary ticks: 134958 Seat-event requests: 301 Failed seat-event starts: 19 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 714 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 19 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 714 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 64 UNIFIED POLICY COMPARISON AND RANKING AUDIT ============================================================ Date/Time: 2026-07-17 14:23:30 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 16 Scenario seed: 6658752785952583458 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1052 Passengers seated: 282/282 Average waiting ticks: 468.96 Longest waiting passenger: P181->4E(LEFT) Longest waiting ticks: 999 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 14 Regions dissolved: 1 Repeated reconstructions avoided: 14 Largest region lifetime: 15 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=15 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2277 Maximum occupied tiles: 12 Seat events: 148 Single-blocker events: 45 Multiple-blocker events: 21 Temporary aisle reoccupations: 87 RIGHT AISLE ----------- Total moves: 2045 Maximum occupied tiles: 11 Seat events: 134 Single-blocker events: 34 Multiple-blocker events: 11 Temporary aisle reoccupations: 56 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 97 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5574 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6661 Total stationary ticks: 136880 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 528 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 528 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 64 UNIFIED POLICY COMPARISON AND RANKING AUDIT ============================================================ Date/Time: 2026-07-17 14:23:30 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 16 Scenario seed: 6658752785952583458 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1052 Passengers seated: 282/282 Average waiting ticks: 468.97 Longest waiting passenger: P181->4E(LEFT) Longest waiting ticks: 999 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 14 Regions dissolved: 1 Repeated reconstructions avoided: 14 Largest region lifetime: 15 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=15 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2277 Maximum occupied tiles: 12 Seat events: 148 Single-blocker events: 45 Multiple-blocker events: 21 Temporary aisle reoccupations: 87 RIGHT AISLE ----------- Total moves: 2045 Maximum occupied tiles: 11 Seat events: 134 Single-blocker events: 34 Multiple-blocker events: 11 Temporary aisle reoccupations: 56 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 97 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5574 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6655 Total stationary ticks: 136878 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 527 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 527 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 64 UNIFIED POLICY COMPARISON AND RANKING AUDIT ============================================================ Date/Time: 2026-07-17 14:23:30 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 16 Scenario seed: 6658752785952583458 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1052 Passengers seated: 282/282 Average waiting ticks: 468.97 Longest waiting passenger: P181->4E(LEFT) Longest waiting ticks: 999 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 14 Regions dissolved: 1 Repeated reconstructions avoided: 14 Largest region lifetime: 15 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=15 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2277 Maximum occupied tiles: 12 Seat events: 148 Single-blocker events: 45 Multiple-blocker events: 21 Temporary aisle reoccupations: 87 RIGHT AISLE ----------- Total moves: 2045 Maximum occupied tiles: 11 Seat events: 134 Single-blocker events: 34 Multiple-blocker events: 11 Temporary aisle reoccupations: 56 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 97 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5574 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6655 Total stationary ticks: 136878 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 527 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 527 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 64 UNIFIED POLICY COMPARISON AND RANKING AUDIT ============================================================ Date/Time: 2026-07-17 14:23:30 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 17 Scenario seed: -218671498343752214 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.16% OUTCOME ------- Status: SUCCESS Completed ticks: 1029 Passengers seated: 282/282 Average waiting ticks: 464.66 Longest waiting passenger: P242->27G(RIGHT) Longest waiting ticks: 976 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 4 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 22 Regions dissolved: 2 Repeated reconstructions avoided: 22 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2178 Maximum occupied tiles: 12 Seat events: 137 Single-blocker events: 44 Multiple-blocker events: 14 Temporary aisle reoccupations: 72 RIGHT AISLE ----------- Total moves: 2204 Maximum occupied tiles: 12 Seat events: 145 Single-blocker events: 38 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 96 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5622 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6765 Total stationary ticks: 135723 Seat-event requests: 299 Failed seat-event starts: 17 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 557 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 17 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 557 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 64 UNIFIED POLICY COMPARISON AND RANKING AUDIT ============================================================ Date/Time: 2026-07-17 14:23:30 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 17 Scenario seed: -218671498343752214 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.16% OUTCOME ------- Status: SUCCESS Completed ticks: 1029 Passengers seated: 282/282 Average waiting ticks: 464.69 Longest waiting passenger: P242->27G(RIGHT) Longest waiting ticks: 976 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 4 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 22 Regions dissolved: 2 Repeated reconstructions avoided: 22 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2178 Maximum occupied tiles: 12 Seat events: 137 Single-blocker events: 44 Multiple-blocker events: 14 Temporary aisle reoccupations: 72 RIGHT AISLE ----------- Total moves: 2204 Maximum occupied tiles: 12 Seat events: 145 Single-blocker events: 38 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 96 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5612 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6786 Total stationary ticks: 135730 Seat-event requests: 299 Failed seat-event starts: 17 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 574 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 17 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 574 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 64 UNIFIED POLICY COMPARISON AND RANKING AUDIT ============================================================ Date/Time: 2026-07-17 14:23:30 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 17 Scenario seed: -218671498343752214 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.16% OUTCOME ------- Status: SUCCESS Completed ticks: 1029 Passengers seated: 282/282 Average waiting ticks: 464.69 Longest waiting passenger: P242->27G(RIGHT) Longest waiting ticks: 976 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 4 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 22 Regions dissolved: 2 Repeated reconstructions avoided: 22 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2178 Maximum occupied tiles: 12 Seat events: 137 Single-blocker events: 44 Multiple-blocker events: 14 Temporary aisle reoccupations: 72 RIGHT AISLE ----------- Total moves: 2204 Maximum occupied tiles: 12 Seat events: 145 Single-blocker events: 38 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 96 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5612 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6786 Total stationary ticks: 135730 Seat-event requests: 299 Failed seat-event starts: 17 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 574 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 17 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 574 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 64 UNIFIED POLICY COMPARISON AND RANKING AUDIT ============================================================ Date/Time: 2026-07-17 14:23:30 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 18 Scenario seed: -8332752414533420411 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.34% Aisle-assignment balance: 99.15% OUTCOME ------- Status: SUCCESS Completed ticks: 1259 Passengers seated: 353/353 Average waiting ticks: 593.34 Longest waiting passenger: P150->11H(RIGHT) Longest waiting ticks: 1209 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3172 Maximum occupied tiles: 16 Seat events: 175 Single-blocker events: 42 Multiple-blocker events: 24 Temporary aisle reoccupations: 95 RIGHT AISLE ----------- Total moves: 2985 Maximum occupied tiles: 13 Seat events: 178 Single-blocker events: 55 Multiple-blocker events: 26 Temporary aisle reoccupations: 113 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 148 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7954 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9621 Total stationary ticks: 216298 Seat-event requests: 380 Failed seat-event starts: 27 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 784 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 27 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 784 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 64 UNIFIED POLICY COMPARISON AND RANKING AUDIT ============================================================ Date/Time: 2026-07-17 14:23:30 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 18 Scenario seed: -8332752414533420411 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.34% Aisle-assignment balance: 99.15% OUTCOME ------- Status: SUCCESS Completed ticks: 1259 Passengers seated: 353/353 Average waiting ticks: 593.34 Longest waiting passenger: P150->11H(RIGHT) Longest waiting ticks: 1209 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3172 Maximum occupied tiles: 16 Seat events: 175 Single-blocker events: 42 Multiple-blocker events: 24 Temporary aisle reoccupations: 95 RIGHT AISLE ----------- Total moves: 2985 Maximum occupied tiles: 13 Seat events: 178 Single-blocker events: 55 Multiple-blocker events: 26 Temporary aisle reoccupations: 113 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 148 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7954 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9621 Total stationary ticks: 216298 Seat-event requests: 380 Failed seat-event starts: 27 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 784 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 27 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 784 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 64 UNIFIED POLICY COMPARISON AND RANKING AUDIT ============================================================ Date/Time: 2026-07-17 14:23:30 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 18 Scenario seed: -8332752414533420411 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.34% Aisle-assignment balance: 99.15% OUTCOME ------- Status: SUCCESS Completed ticks: 1259 Passengers seated: 353/353 Average waiting ticks: 593.34 Longest waiting passenger: P150->11H(RIGHT) Longest waiting ticks: 1209 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3172 Maximum occupied tiles: 16 Seat events: 175 Single-blocker events: 42 Multiple-blocker events: 24 Temporary aisle reoccupations: 95 RIGHT AISLE ----------- Total moves: 2985 Maximum occupied tiles: 13 Seat events: 178 Single-blocker events: 55 Multiple-blocker events: 26 Temporary aisle reoccupations: 113 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 148 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7954 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9621 Total stationary ticks: 216298 Seat-event requests: 380 Failed seat-event starts: 27 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 784 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 27 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 784 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 64 UNIFIED POLICY COMPARISON AND RANKING AUDIT ============================================================ Date/Time: 2026-07-17 14:23:30 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 19 Scenario seed: 5866349045608257533 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2347 Passengers seated: 230/235 Average waiting ticks: 400.83 Longest waiting passenger: P105->29D(RIGHT) Longest waiting ticks: 2279 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 6 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 6 Selected release potential total: 9 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1613 Regions dissolved: 2 Repeated reconstructions avoided: 1613 Largest region lifetime: 1570 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1570:occupied=5 Confirmation deferral ticks: 6 Regions reaching confirmation: 3 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1549 State changes reopening evaluation: 3 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1684 Maximum occupied tiles: 13 Seat events: 120 Single-blocker events: 26 Multiple-blocker events: 20 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 1708 Maximum occupied tiles: 12 Seat events: 110 Single-blocker events: 29 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1708 Reservations granted: 1708 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 4 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 6675 Longest unresolved passenger ID: 128 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 5 Longest dependency chain: P170(27E/RIGHT) -> P33(30G/RIGHT) -> P155(28G/RIGHT) -> P128(30F/RIGHT) -> P105(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 170 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 4 Total blocked ticks: 13109 Total stationary ticks: 103859 Seat-event requests: 1828 Failed seat-event starts: 1598 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 105 Critical blocker identity: P105->29D(RIGHT) Direct fan-out: 1 Total indirect descendants: 4 Critical tree size including blocker: 5 Critical tree depth: 5 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P105(29D/RIGHT/WAITING_FOR_SEAT_EVENT) P128(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P155(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P33(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P170(27E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1569 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 29 Rear-boundary failures: 1569 Middle-bank reservation failures: 0 Active-event deferrals: 562 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1826\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 64 UNIFIED POLICY COMPARISON AND RANKING AUDIT ============================================================ Date/Time: 2026-07-17 14:23:30 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 19 Scenario seed: 5866349045608257533 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 845 Passengers seated: 235/235 Average waiting ticks: 394.17 Longest waiting passenger: P133->5B(LEFT) Longest waiting ticks: 814 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 4 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 6 Selected release potential total: 9 Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P15:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 44 Regions dissolved: 2 Repeated reconstructions avoided: 44 Largest region lifetime: 34 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=12 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1684 Maximum occupied tiles: 13 Seat events: 120 Single-blocker events: 26 Multiple-blocker events: 20 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 1717 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 30 Multiple-blocker events: 13 Temporary aisle reoccupations: 58 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 142 Reservations granted: 142 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4251 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5354 Total stationary ticks: 96093 Seat-event requests: 264 Failed seat-event starts: 29 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 557 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 29 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 557 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 262\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 64 UNIFIED POLICY COMPARISON AND RANKING AUDIT ============================================================ Date/Time: 2026-07-17 14:23:30 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 19 Scenario seed: 5866349045608257533 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 845 Passengers seated: 235/235 Average waiting ticks: 394.17 Longest waiting passenger: P133->5B(LEFT) Longest waiting ticks: 814 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 4 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 6 Selected release potential total: 9 Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P15:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 44 Regions dissolved: 2 Repeated reconstructions avoided: 44 Largest region lifetime: 34 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=12 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1684 Maximum occupied tiles: 13 Seat events: 120 Single-blocker events: 26 Multiple-blocker events: 20 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 1717 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 30 Multiple-blocker events: 13 Temporary aisle reoccupations: 58 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 142 Reservations granted: 142 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4251 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5354 Total stationary ticks: 96093 Seat-event requests: 264 Failed seat-event starts: 29 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 557 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 29 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 557 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 262\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 64 UNIFIED POLICY COMPARISON AND RANKING AUDIT ============================================================ Date/Time: 2026-07-17 14:23:30 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 20 Scenario seed: 3658999535626094423 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: SUCCESS Completed ticks: 845 Passengers seated: 235/235 Average waiting ticks: 383.63 Longest waiting passenger: P59->4F(RIGHT) Longest waiting ticks: 835 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 25 Regions dissolved: 2 Repeated reconstructions avoided: 25 Largest region lifetime: 19 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=19 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1732 Maximum occupied tiles: 11 Seat events: 113 Single-blocker events: 37 Multiple-blocker events: 8 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1701 Maximum occupied tiles: 13 Seat events: 122 Single-blocker events: 27 Multiple-blocker events: 16 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 127 Reservations granted: 127 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4587 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5751 Total stationary ticks: 94043 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 587 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 587 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 64 UNIFIED POLICY COMPARISON AND RANKING AUDIT ============================================================ Date/Time: 2026-07-17 14:23:30 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 20 Scenario seed: 3658999535626094423 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: SUCCESS Completed ticks: 845 Passengers seated: 235/235 Average waiting ticks: 383.62 Longest waiting passenger: P59->4F(RIGHT) Longest waiting ticks: 835 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 25 Regions dissolved: 2 Repeated reconstructions avoided: 25 Largest region lifetime: 19 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=19 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1732 Maximum occupied tiles: 11 Seat events: 113 Single-blocker events: 37 Multiple-blocker events: 8 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1701 Maximum occupied tiles: 13 Seat events: 122 Single-blocker events: 27 Multiple-blocker events: 16 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 127 Reservations granted: 127 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4592 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5750 Total stationary ticks: 94042 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 583 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 583 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 64 UNIFIED POLICY COMPARISON AND RANKING AUDIT ============================================================ Date/Time: 2026-07-17 14:23:30 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 20 Scenario seed: 3658999535626094423 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: SUCCESS Completed ticks: 845 Passengers seated: 235/235 Average waiting ticks: 383.63 Longest waiting passenger: P59->4F(RIGHT) Longest waiting ticks: 835 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 25 Regions dissolved: 2 Repeated reconstructions avoided: 25 Largest region lifetime: 19 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=19 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1732 Maximum occupied tiles: 11 Seat events: 113 Single-blocker events: 37 Multiple-blocker events: 8 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1701 Maximum occupied tiles: 13 Seat events: 122 Single-blocker events: 27 Multiple-blocker events: 16 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 127 Reservations granted: 127 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4587 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5751 Total stationary ticks: 94043 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 587 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 587 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 64 UNIFIED POLICY COMPARISON AND RANKING AUDIT ============================================================ Date/Time: 2026-07-17 14:23:30 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 21 Scenario seed: 1778985705851435071 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1007 Passengers seated: 282/282 Average waiting ticks: 462.32 Longest waiting passenger: P199->4E(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 3 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 8 Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 49 Regions dissolved: 2 Repeated reconstructions avoided: 49 Largest region lifetime: 35 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=35 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2228 Maximum occupied tiles: 13 Seat events: 144 Single-blocker events: 35 Multiple-blocker events: 10 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 2144 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 37 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 103 Reservations granted: 103 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5798 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7265 Total stationary ticks: 135403 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 719 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 719 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 64 UNIFIED POLICY COMPARISON AND RANKING AUDIT ============================================================ Date/Time: 2026-07-17 14:23:30 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 21 Scenario seed: 1778985705851435071 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1007 Passengers seated: 282/282 Average waiting ticks: 462.32 Longest waiting passenger: P199->4E(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 3 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 8 Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 49 Regions dissolved: 2 Repeated reconstructions avoided: 49 Largest region lifetime: 35 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=35 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2228 Maximum occupied tiles: 13 Seat events: 144 Single-blocker events: 35 Multiple-blocker events: 10 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 2144 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 37 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 103 Reservations granted: 103 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5798 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7265 Total stationary ticks: 135403 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 719 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 719 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 64 UNIFIED POLICY COMPARISON AND RANKING AUDIT ============================================================ Date/Time: 2026-07-17 14:23:30 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 21 Scenario seed: 1778985705851435071 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1007 Passengers seated: 282/282 Average waiting ticks: 462.32 Longest waiting passenger: P199->4E(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 3 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 8 Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 49 Regions dissolved: 2 Repeated reconstructions avoided: 49 Largest region lifetime: 35 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=35 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2228 Maximum occupied tiles: 13 Seat events: 144 Single-blocker events: 35 Multiple-blocker events: 10 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 2144 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 37 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 103 Reservations granted: 103 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5798 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7265 Total stationary ticks: 135403 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 719 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 719 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 64 UNIFIED POLICY COMPARISON AND RANKING AUDIT ============================================================ Date/Time: 2026-07-17 14:23:30 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 22 Scenario seed: 4203521108576778203 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.14% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2482 Passengers seated: 270/282 Average waiting ticks: 472.84 Longest waiting passenger: P277->30F(LEFT) Longest waiting ticks: 2442 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 13 Cluster candidates evaluated: 14 Executable cluster candidates: 1 Rejected cluster candidates: 13 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 12 Selected release potential total: 2 Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1645 Regions dissolved: 1 Repeated reconstructions avoided: 1645 Largest region lifetime: 1638 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1638:occupied=12 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1562 State changes reopening evaluation: 12 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2166 Maximum occupied tiles: 17 Seat events: 132 Single-blocker events: 38 Multiple-blocker events: 13 Temporary aisle reoccupations: 64 RIGHT AISLE ----------- Total moves: 2158 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 18 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1758 Reservations granted: 1751 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 10 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 16258 Longest unresolved passenger ID: 48 Longest unresolved row: 31 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 11 Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 75 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 10 Total blocked ticks: 26140 Total stationary ticks: 153459 Seat-event requests: 1940 Failed seat-event starts: 1670 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 277 Critical blocker identity: P277->30F(LEFT) Direct fan-out: 1 Total indirect descendants: 10 Critical tree size including blocker: 11 Critical tree depth: 11 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 12 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P277(30F/LEFT/WAITING_FOR_SEAT_EVENT) P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1669 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 31|32 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: 48 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1669 Rear-boundary failures: 1 Middle-bank reservation failures: 7 Active-event deferrals: 1100 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P48->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 31|32 Current unavailable yield tiles: 31 Current yield-tile occupants: 48 Final row-event chain: 277|48 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 64 UNIFIED POLICY COMPARISON AND RANKING AUDIT ============================================================ Date/Time: 2026-07-17 14:23:30 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 22 Scenario seed: 4203521108576778203 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.14% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2482 Passengers seated: 270/282 Average waiting ticks: 472.87 Longest waiting passenger: P277->30F(LEFT) Longest waiting ticks: 2442 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 11 Cluster candidates evaluated: 12 Executable cluster candidates: 1 Rejected cluster candidates: 11 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 12 Selected release potential total: 2 Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1645 Regions dissolved: 1 Repeated reconstructions avoided: 1645 Largest region lifetime: 1638 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1638:occupied=12 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1564 State changes reopening evaluation: 10 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2166 Maximum occupied tiles: 17 Seat events: 132 Single-blocker events: 38 Multiple-blocker events: 13 Temporary aisle reoccupations: 64 RIGHT AISLE ----------- Total moves: 2158 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 18 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1758 Reservations granted: 1751 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 10 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 16243 Longest unresolved passenger ID: 48 Longest unresolved row: 31 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 11 Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 75 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 10 Total blocked ticks: 26119 Total stationary ticks: 153453 Seat-event requests: 1940 Failed seat-event starts: 1670 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 277 Critical blocker identity: P277->30F(LEFT) Direct fan-out: 1 Total indirect descendants: 10 Critical tree size including blocker: 11 Critical tree depth: 11 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 12 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P277(30F/LEFT/WAITING_FOR_SEAT_EVENT) P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1669 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 31|32 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: 48 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1669 Rear-boundary failures: 1 Middle-bank reservation failures: 7 Active-event deferrals: 1095 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P48->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 31|32 Current unavailable yield tiles: 31 Current yield-tile occupants: 48 Final row-event chain: 277|48 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 64 UNIFIED POLICY COMPARISON AND RANKING AUDIT ============================================================ Date/Time: 2026-07-17 14:23:30 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 22 Scenario seed: 4203521108576778203 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 30.14% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2482 Passengers seated: 270/282 Average waiting ticks: 472.87 Longest waiting passenger: P277->30F(LEFT) Longest waiting ticks: 2442 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 11 Cluster candidates evaluated: 12 Executable cluster candidates: 1 Rejected cluster candidates: 11 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 12 Selected release potential total: 2 Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1645 Regions dissolved: 1 Repeated reconstructions avoided: 1645 Largest region lifetime: 1638 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1638:occupied=12 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1564 State changes reopening evaluation: 10 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2166 Maximum occupied tiles: 17 Seat events: 132 Single-blocker events: 38 Multiple-blocker events: 13 Temporary aisle reoccupations: 64 RIGHT AISLE ----------- Total moves: 2158 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 18 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1758 Reservations granted: 1751 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 10 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 16243 Longest unresolved passenger ID: 48 Longest unresolved row: 31 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 11 Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 75 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 10 Total blocked ticks: 26119 Total stationary ticks: 153453 Seat-event requests: 1940 Failed seat-event starts: 1670 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 277 Critical blocker identity: P277->30F(LEFT) Direct fan-out: 1 Total indirect descendants: 10 Critical tree size including blocker: 11 Critical tree depth: 11 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 12 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P277(30F/LEFT/WAITING_FOR_SEAT_EVENT) P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1669 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 31|32 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: 48 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1669 Rear-boundary failures: 1 Middle-bank reservation failures: 7 Active-event deferrals: 1095 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P48->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 31|32 Current unavailable yield tiles: 31 Current yield-tile occupants: 48 Final row-event chain: 277|48 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 64 UNIFIED POLICY COMPARISON AND RANKING AUDIT ============================================================ Date/Time: 2026-07-17 14:23:31 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 23 Scenario seed: -3947160987031988780 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2313 Passengers seated: 230/235 Average waiting ticks: 405.99 Longest waiting passenger: P174->17F(LEFT) Longest waiting ticks: 2271 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=11 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1769 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 21 Multiple-blocker events: 9 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1662 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 30 Multiple-blocker events: 14 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1615 Reservations granted: 1615 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 6610 Longest unresolved passenger ID: 206 Longest unresolved row: 26 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 206 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 13157 Total stationary ticks: 100829 Seat-event requests: 1735 Failed seat-event starts: 1505 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 29 Critical blocker identity: P29->21A(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P29(21A/LEFT/WAITING_FOR_SEAT_EVENT) P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1505 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 3 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1505 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_SPACE_AVAILABLE Final snapshot prerequisite: YIELD_SPACE_AVAILABLE Current required blockers: 1 Current required yield tiles: 22 Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: YIELD_SPACE_AVAILABLE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 64 UNIFIED POLICY COMPARISON AND RANKING AUDIT ============================================================ Date/Time: 2026-07-17 14:23:31 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 23 Scenario seed: -3947160987031988780 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2313 Passengers seated: 230/235 Average waiting ticks: 405.99 Longest waiting passenger: P174->17F(LEFT) Longest waiting ticks: 2271 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=11 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1769 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 21 Multiple-blocker events: 9 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1662 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 30 Multiple-blocker events: 14 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1615 Reservations granted: 1615 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 6610 Longest unresolved passenger ID: 206 Longest unresolved row: 26 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 206 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 13157 Total stationary ticks: 100829 Seat-event requests: 1735 Failed seat-event starts: 1505 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 29 Critical blocker identity: P29->21A(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P29(21A/LEFT/WAITING_FOR_SEAT_EVENT) P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1505 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 3 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1505 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_SPACE_AVAILABLE Final snapshot prerequisite: YIELD_SPACE_AVAILABLE Current required blockers: 1 Current required yield tiles: 22 Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: YIELD_SPACE_AVAILABLE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 64 UNIFIED POLICY COMPARISON AND RANKING AUDIT ============================================================ Date/Time: 2026-07-17 14:23:31 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 23 Scenario seed: -3947160987031988780 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2313 Passengers seated: 230/235 Average waiting ticks: 405.99 Longest waiting passenger: P174->17F(LEFT) Longest waiting ticks: 2271 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=11 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1769 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 21 Multiple-blocker events: 9 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1662 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 30 Multiple-blocker events: 14 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1615 Reservations granted: 1615 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 6610 Longest unresolved passenger ID: 206 Longest unresolved row: 26 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 206 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 13157 Total stationary ticks: 100829 Seat-event requests: 1735 Failed seat-event starts: 1505 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 29 Critical blocker identity: P29->21A(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P29(21A/LEFT/WAITING_FOR_SEAT_EVENT) P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1505 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 3 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1505 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_SPACE_AVAILABLE Final snapshot prerequisite: YIELD_SPACE_AVAILABLE Current required blockers: 1 Current required yield tiles: 22 Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: YIELD_SPACE_AVAILABLE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 64 UNIFIED POLICY COMPARISON AND RANKING AUDIT ============================================================ Date/Time: 2026-07-17 14:23:31 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 24 Scenario seed: 4419539434258219231 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2333 Passengers seated: 233/235 Average waiting ticks: 387.31 Longest waiting passenger: P149->29D(RIGHT) Longest waiting ticks: 2259 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1678 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1737 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 24 Multiple-blocker events: 11 Temporary aisle reoccupations: 46 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1650 Reservations granted: 1646 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4313 Longest unresolved passenger ID: 20 Longest unresolved row: 29 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 20 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 8439 Total stationary ticks: 96156 Seat-event requests: 1764 Failed seat-event starts: 1531 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 149 Critical blocker identity: P149->29D(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT) P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1526 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 5 Rear-boundary failures: 1526 Middle-bank reservation failures: 4 Active-event deferrals: 545 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 64 UNIFIED POLICY COMPARISON AND RANKING AUDIT ============================================================ Date/Time: 2026-07-17 14:23:31 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 24 Scenario seed: 4419539434258219231 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2333 Passengers seated: 233/235 Average waiting ticks: 387.32 Longest waiting passenger: P149->29D(RIGHT) Longest waiting ticks: 2259 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1678 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1737 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 24 Multiple-blocker events: 11 Temporary aisle reoccupations: 46 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1650 Reservations granted: 1646 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4308 Longest unresolved passenger ID: 20 Longest unresolved row: 29 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 20 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 8438 Total stationary ticks: 96155 Seat-event requests: 1764 Failed seat-event starts: 1531 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 149 Critical blocker identity: P149->29D(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT) P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1526 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 5 Rear-boundary failures: 1526 Middle-bank reservation failures: 4 Active-event deferrals: 546 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 64 UNIFIED POLICY COMPARISON AND RANKING AUDIT ============================================================ Date/Time: 2026-07-17 14:23:31 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 24 Scenario seed: 4419539434258219231 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2333 Passengers seated: 233/235 Average waiting ticks: 387.31 Longest waiting passenger: P149->29D(RIGHT) Longest waiting ticks: 2259 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1678 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1737 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 24 Multiple-blocker events: 11 Temporary aisle reoccupations: 46 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1650 Reservations granted: 1646 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4313 Longest unresolved passenger ID: 20 Longest unresolved row: 29 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 20 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 8439 Total stationary ticks: 96156 Seat-event requests: 1764 Failed seat-event starts: 1531 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 149 Critical blocker identity: P149->29D(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT) P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1526 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 5 Rear-boundary failures: 1526 Middle-bank reservation failures: 4 Active-event deferrals: 545 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 64 UNIFIED POLICY COMPARISON AND RANKING AUDIT ============================================================ Date/Time: 2026-07-17 14:23:31 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 25 Scenario seed: 6293055855285553556 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 94.47% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2324 Passengers seated: 225/235 Average waiting ticks: 403.89 Longest waiting passenger: P83->29H(RIGHT) Longest waiting ticks: 2280 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 11 Cluster candidates evaluated: 12 Executable cluster candidates: 1 Rejected cluster candidates: 11 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 10 Selected release potential total: 2 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1684 Regions dissolved: 1 Repeated reconstructions avoided: 1684 Largest region lifetime: 1673 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1673:occupied=10 Confirmation deferral ticks: 3 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1540 State changes reopening evaluation: 10 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1568 Maximum occupied tiles: 12 Seat events: 111 Single-blocker events: 38 Multiple-blocker events: 5 Temporary aisle reoccupations: 50 RIGHT AISLE ----------- Total moves: 1823 Maximum occupied tiles: 16 Seat events: 114 Single-blocker events: 32 Multiple-blocker events: 10 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 122 Reservations granted: 120 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 8 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 12770 Longest unresolved passenger ID: 219 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 9 Longest dependency chain: P122(28F/RIGHT) -> P197(26G/RIGHT) -> P3(24H/RIGHT) -> P109(27C/RIGHT) -> P38(26C/RIGHT) -> P207(28H/RIGHT) -> P15(30H/RIGHT) -> P219(30G/RIGHT) -> P83(29H/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 122 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 8 Total blocked ticks: 20545 Total stationary ticks: 110417 Seat-event requests: 1790 Failed seat-event starts: 1565 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 83 Critical blocker identity: P83->29H(RIGHT) Direct fan-out: 1 Total indirect descendants: 8 Critical tree size including blocker: 9 Critical tree depth: 9 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 10 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P83(29H/RIGHT/WAITING_FOR_SEAT_EVENT) P219(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P15(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P207(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P38(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P109(27C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P3(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P197(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P122(28F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1565 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 123 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1565 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 677 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[123]: P123(30D/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P123->30D(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P123{seat=30D,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=623,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 30 Current unavailable yield tiles: 30 Current yield-tile occupants: 123 Final row-event chain: 83|123 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1791\nPrecedence substitutions made: 0\nDependency chains followed: 1555\nBlocked by waiting-row occupant: 1555\nSubstituted events started: 1\nOccupied-space rejections: 1566\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 64 UNIFIED POLICY COMPARISON AND RANKING AUDIT ============================================================ Date/Time: 2026-07-17 14:23:31 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 25 Scenario seed: 6293055855285553556 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 94.47% OUTCOME ------- Status: SUCCESS Completed ticks: 891 Passengers seated: 235/235 Average waiting ticks: 391.23 Longest waiting passenger: P122->28F(RIGHT) Longest waiting ticks: 823 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles8-10:occupied=3:anchor=P58:selected=P45:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1568 Maximum occupied tiles: 12 Seat events: 111 Single-blocker events: 37 Multiple-blocker events: 6 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 1846 Maximum occupied tiles: 12 Seat events: 124 Single-blocker events: 37 Multiple-blocker events: 12 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 125 Reservations granted: 123 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4149 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5109 Total stationary ticks: 95294 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 493 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 493 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 64 UNIFIED POLICY COMPARISON AND RANKING AUDIT ============================================================ Date/Time: 2026-07-17 14:23:31 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 25 Scenario seed: 6293055855285553556 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 94.47% OUTCOME ------- Status: SUCCESS Completed ticks: 891 Passengers seated: 235/235 Average waiting ticks: 391.23 Longest waiting passenger: P122->28F(RIGHT) Longest waiting ticks: 823 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles8-10:occupied=3:anchor=P58:selected=P45:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1568 Maximum occupied tiles: 12 Seat events: 111 Single-blocker events: 37 Multiple-blocker events: 6 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 1846 Maximum occupied tiles: 12 Seat events: 124 Single-blocker events: 37 Multiple-blocker events: 12 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 125 Reservations granted: 123 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4149 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5109 Total stationary ticks: 95294 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 493 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 493 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 64 UNIFIED POLICY COMPARISON AND RANKING AUDIT ============================================================ Date/Time: 2026-07-17 14:23:31 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 26 Scenario seed: -9074491549561652642 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 989 Passengers seated: 282/282 Average waiting ticks: 460.29 Longest waiting passenger: P129->11D(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2133 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 48 Multiple-blocker events: 11 Temporary aisle reoccupations: 70 RIGHT AISLE ----------- Total moves: 2221 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 42 Multiple-blocker events: 9 Temporary aisle reoccupations: 60 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 98 Reservations granted: 94 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5689 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6912 Total stationary ticks: 134633 Seat-event requests: 288 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 593 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 593 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 64 UNIFIED POLICY COMPARISON AND RANKING AUDIT ============================================================ Date/Time: 2026-07-17 14:23:31 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 26 Scenario seed: -9074491549561652642 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 989 Passengers seated: 282/282 Average waiting ticks: 460.30 Longest waiting passenger: P129->11D(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2133 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 48 Multiple-blocker events: 11 Temporary aisle reoccupations: 70 RIGHT AISLE ----------- Total moves: 2221 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 42 Multiple-blocker events: 9 Temporary aisle reoccupations: 60 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 98 Reservations granted: 94 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5694 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6912 Total stationary ticks: 134633 Seat-event requests: 288 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 595 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 595 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 64 UNIFIED POLICY COMPARISON AND RANKING AUDIT ============================================================ Date/Time: 2026-07-17 14:23:31 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 26 Scenario seed: -9074491549561652642 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 989 Passengers seated: 282/282 Average waiting ticks: 460.29 Longest waiting passenger: P129->11D(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2133 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 48 Multiple-blocker events: 11 Temporary aisle reoccupations: 70 RIGHT AISLE ----------- Total moves: 2221 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 42 Multiple-blocker events: 9 Temporary aisle reoccupations: 60 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 98 Reservations granted: 94 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5689 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6912 Total stationary ticks: 134633 Seat-event requests: 288 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 593 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 593 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 64 UNIFIED POLICY COMPARISON AND RANKING AUDIT ============================================================ Date/Time: 2026-07-17 14:23:31 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 27 Scenario seed: -9036946652584501975 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2336 Passengers seated: 229/235 Average waiting ticks: 417.88 Longest waiting passenger: P71->8C(RIGHT) Longest waiting ticks: 2318 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1532 Regions dissolved: 1 Repeated reconstructions avoided: 1532 Largest region lifetime: 1521 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1521:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1518 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1681 Maximum occupied tiles: 12 Seat events: 117 Single-blocker events: 32 Multiple-blocker events: 11 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1689 Maximum occupied tiles: 11 Seat events: 112 Single-blocker events: 29 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1651 Reservations granted: 1647 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 5160 Longest unresolved passenger ID: 129 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 186 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14019 Total stationary ticks: 105901 Seat-event requests: 1762 Failed seat-event starts: 1533 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 71 Critical blocker identity: P71->8C(RIGHT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 6 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT) P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1533 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 9|10|11 Critical blocker unavailable yield tiles: 11 Critical blocker yield-tile occupants: 129 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1533 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 512 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P78->12H(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 9|10|11 Current unavailable yield tiles: 11 Current yield-tile occupants: 129 Final row-event chain: 71|129|78 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 64 UNIFIED POLICY COMPARISON AND RANKING AUDIT ============================================================ Date/Time: 2026-07-17 14:23:31 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 27 Scenario seed: -9036946652584501975 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2336 Passengers seated: 229/235 Average waiting ticks: 417.88 Longest waiting passenger: P71->8C(RIGHT) Longest waiting ticks: 2318 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1532 Regions dissolved: 1 Repeated reconstructions avoided: 1532 Largest region lifetime: 1521 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1521:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1518 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1681 Maximum occupied tiles: 12 Seat events: 117 Single-blocker events: 32 Multiple-blocker events: 11 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1689 Maximum occupied tiles: 11 Seat events: 112 Single-blocker events: 29 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1651 Reservations granted: 1647 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 5160 Longest unresolved passenger ID: 129 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 186 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14019 Total stationary ticks: 105901 Seat-event requests: 1762 Failed seat-event starts: 1533 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 71 Critical blocker identity: P71->8C(RIGHT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 6 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT) P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1533 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 9|10|11 Critical blocker unavailable yield tiles: 11 Critical blocker yield-tile occupants: 129 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1533 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 512 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P78->12H(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 9|10|11 Current unavailable yield tiles: 11 Current yield-tile occupants: 129 Final row-event chain: 71|129|78 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 64 UNIFIED POLICY COMPARISON AND RANKING AUDIT ============================================================ Date/Time: 2026-07-17 14:23:31 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 27 Scenario seed: -9036946652584501975 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2336 Passengers seated: 229/235 Average waiting ticks: 417.88 Longest waiting passenger: P71->8C(RIGHT) Longest waiting ticks: 2318 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1532 Regions dissolved: 1 Repeated reconstructions avoided: 1532 Largest region lifetime: 1521 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1521:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1518 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1681 Maximum occupied tiles: 12 Seat events: 117 Single-blocker events: 32 Multiple-blocker events: 11 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1689 Maximum occupied tiles: 11 Seat events: 112 Single-blocker events: 29 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1651 Reservations granted: 1647 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 5160 Longest unresolved passenger ID: 129 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 186 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14019 Total stationary ticks: 105901 Seat-event requests: 1762 Failed seat-event starts: 1533 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 71 Critical blocker identity: P71->8C(RIGHT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 6 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT) P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1533 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 9|10|11 Critical blocker unavailable yield tiles: 11 Critical blocker yield-tile occupants: 129 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1533 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 512 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P78->12H(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 9|10|11 Current unavailable yield tiles: 11 Current yield-tile occupants: 129 Final row-event chain: 71|129|78 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 64 UNIFIED POLICY COMPARISON AND RANKING AUDIT ============================================================ Date/Time: 2026-07-17 14:23:31 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 28 Scenario seed: 3854657311787069719 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 99.57% OUTCOME ------- Status: SUCCESS Completed ticks: 846 Passengers seated: 235/235 Average waiting ticks: 387.29 Longest waiting passenger: P209->24H(RIGHT) Longest waiting ticks: 791 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 17 Regions dissolved: 1 Repeated reconstructions avoided: 17 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=18 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1630 Maximum occupied tiles: 11 Seat events: 117 Single-blocker events: 29 Multiple-blocker events: 8 Temporary aisle reoccupations: 46 RIGHT AISLE ----------- Total moves: 1792 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 34 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 130 Reservations granted: 128 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4304 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5385 Total stationary ticks: 94620 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 509 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 509 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 64 UNIFIED POLICY COMPARISON AND RANKING AUDIT ============================================================ Date/Time: 2026-07-17 14:23:31 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 28 Scenario seed: 3854657311787069719 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 99.57% OUTCOME ------- Status: SUCCESS Completed ticks: 846 Passengers seated: 235/235 Average waiting ticks: 387.29 Longest waiting passenger: P209->24H(RIGHT) Longest waiting ticks: 791 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 17 Regions dissolved: 1 Repeated reconstructions avoided: 17 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=18 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1630 Maximum occupied tiles: 11 Seat events: 117 Single-blocker events: 29 Multiple-blocker events: 8 Temporary aisle reoccupations: 46 RIGHT AISLE ----------- Total moves: 1792 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 34 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 130 Reservations granted: 128 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4303 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5384 Total stationary ticks: 94620 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 509 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 509 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 64 UNIFIED POLICY COMPARISON AND RANKING AUDIT ============================================================ Date/Time: 2026-07-17 14:23:31 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 28 Scenario seed: 3854657311787069719 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 99.57% OUTCOME ------- Status: SUCCESS Completed ticks: 846 Passengers seated: 235/235 Average waiting ticks: 387.29 Longest waiting passenger: P209->24H(RIGHT) Longest waiting ticks: 791 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 17 Regions dissolved: 1 Repeated reconstructions avoided: 17 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=18 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1630 Maximum occupied tiles: 11 Seat events: 117 Single-blocker events: 29 Multiple-blocker events: 8 Temporary aisle reoccupations: 46 RIGHT AISLE ----------- Total moves: 1792 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 34 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 130 Reservations granted: 128 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4304 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5385 Total stationary ticks: 94620 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 509 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 509 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 64 UNIFIED POLICY COMPARISON AND RANKING AUDIT ============================================================ Date/Time: 2026-07-17 14:23:31 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 29 Scenario seed: -4567754299527007339 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 91.06% OUTCOME ------- Status: SUCCESS Completed ticks: 902 Passengers seated: 235/235 Average waiting ticks: 390.21 Longest waiting passenger: P72->10D(LEFT) Longest waiting ticks: 865 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 21 Regions dissolved: 1 Repeated reconstructions avoided: 21 Largest region lifetime: 22 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=22 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1777 Maximum occupied tiles: 11 Seat events: 128 Single-blocker events: 25 Multiple-blocker events: 19 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 1611 Maximum occupied tiles: 11 Seat events: 107 Single-blocker events: 31 Multiple-blocker events: 4 Temporary aisle reoccupations: 39 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 128 Reservations granted: 125 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4209 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5267 Total stationary ticks: 95173 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 540 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 64 UNIFIED POLICY COMPARISON AND RANKING AUDIT ============================================================ Date/Time: 2026-07-17 14:23:31 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 29 Scenario seed: -4567754299527007339 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 91.06% OUTCOME ------- Status: SUCCESS Completed ticks: 902 Passengers seated: 235/235 Average waiting ticks: 390.21 Longest waiting passenger: P72->10D(LEFT) Longest waiting ticks: 865 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 21 Regions dissolved: 1 Repeated reconstructions avoided: 21 Largest region lifetime: 22 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=22 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1777 Maximum occupied tiles: 11 Seat events: 128 Single-blocker events: 25 Multiple-blocker events: 19 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 1611 Maximum occupied tiles: 11 Seat events: 107 Single-blocker events: 31 Multiple-blocker events: 4 Temporary aisle reoccupations: 39 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 128 Reservations granted: 125 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4209 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5267 Total stationary ticks: 95173 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 540 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 64 UNIFIED POLICY COMPARISON AND RANKING AUDIT ============================================================ Date/Time: 2026-07-17 14:23:31 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 29 Scenario seed: -4567754299527007339 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 91.06% OUTCOME ------- Status: SUCCESS Completed ticks: 902 Passengers seated: 235/235 Average waiting ticks: 390.21 Longest waiting passenger: P72->10D(LEFT) Longest waiting ticks: 865 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 21 Regions dissolved: 1 Repeated reconstructions avoided: 21 Largest region lifetime: 22 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=22 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1777 Maximum occupied tiles: 11 Seat events: 128 Single-blocker events: 25 Multiple-blocker events: 19 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 1611 Maximum occupied tiles: 11 Seat events: 107 Single-blocker events: 31 Multiple-blocker events: 4 Temporary aisle reoccupations: 39 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 128 Reservations granted: 125 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4209 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5267 Total stationary ticks: 95173 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 540 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 64 UNIFIED POLICY COMPARISON AND RANKING AUDIT ============================================================ Date/Time: 2026-07-17 14:23:31 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 30 Scenario seed: 3367915316291643157 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 869 Passengers seated: 235/235 Average waiting ticks: 394.64 Longest waiting passenger: P74->3A(LEFT) Longest waiting ticks: 817 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1723 Maximum occupied tiles: 11 Seat events: 119 Single-blocker events: 29 Multiple-blocker events: 14 Temporary aisle reoccupations: 61 RIGHT AISLE ----------- Total moves: 1665 Maximum occupied tiles: 11 Seat events: 116 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 124 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3914 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5047 Total stationary ticks: 95938 Seat-event requests: 243 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 572 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 7 Active-event deferrals: 572 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 64 UNIFIED POLICY COMPARISON AND RANKING AUDIT ============================================================ Date/Time: 2026-07-17 14:23:31 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 30 Scenario seed: 3367915316291643157 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 869 Passengers seated: 235/235 Average waiting ticks: 394.64 Longest waiting passenger: P74->3A(LEFT) Longest waiting ticks: 817 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1723 Maximum occupied tiles: 11 Seat events: 119 Single-blocker events: 29 Multiple-blocker events: 14 Temporary aisle reoccupations: 61 RIGHT AISLE ----------- Total moves: 1665 Maximum occupied tiles: 11 Seat events: 116 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 124 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3914 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5047 Total stationary ticks: 95938 Seat-event requests: 243 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 572 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 7 Active-event deferrals: 572 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 64 UNIFIED POLICY COMPARISON AND RANKING AUDIT ============================================================ Date/Time: 2026-07-17 14:23:31 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 30 Scenario seed: 3367915316291643157 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 869 Passengers seated: 235/235 Average waiting ticks: 394.64 Longest waiting passenger: P74->3A(LEFT) Longest waiting ticks: 817 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1723 Maximum occupied tiles: 11 Seat events: 119 Single-blocker events: 29 Multiple-blocker events: 14 Temporary aisle reoccupations: 61 RIGHT AISLE ----------- Total moves: 1665 Maximum occupied tiles: 11 Seat events: 116 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 124 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3914 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5047 Total stationary ticks: 95938 Seat-event requests: 243 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 572 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 7 Active-event deferrals: 572 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n ************************************************************ BATCH EXPERIMENT SUMMARY RESEARCH EXPERIMENT 64 UNIFIED POLICY COMPARISON AND RANKING AUDIT ************************************************************ Experiment seed: 9783790101901 Scenarios executed: 90 Successful completions: 66 Incomplete/MAX_TICKS: 24 Average completed ticks: 1367.00 Average waiting ticks: 460.14 ************************************************************ ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 65 DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT ============================================================ Date/Time: 2026-07-17 15:25:12 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 1 Scenario seed: 3055370766012738473 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 842 Passengers seated: 235/235 Average waiting ticks: 381.71 Longest waiting passenger: P14->4G(RIGHT) Longest waiting ticks: 802 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 31 Regions dissolved: 3 Repeated reconstructions avoided: 31 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 0 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1605 Maximum occupied tiles: 13 Seat events: 114 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 56 RIGHT AISLE ----------- Total moves: 1759 Maximum occupied tiles: 13 Seat events: 121 Single-blocker events: 28 Multiple-blocker events: 11 Temporary aisle reoccupations: 53 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 129 Reservations granted: 129 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4378 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5526 Total stationary ticks: 93373 Seat-event requests: 249 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 592 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 592 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 65 DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT ============================================================ Date/Time: 2026-07-17 15:25:12 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 1 Scenario seed: 3055370766012738473 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 842 Passengers seated: 235/235 Average waiting ticks: 381.71 Longest waiting passenger: P14->4G(RIGHT) Longest waiting ticks: 802 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 31 Regions dissolved: 3 Repeated reconstructions avoided: 31 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 0 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1605 Maximum occupied tiles: 13 Seat events: 114 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 56 RIGHT AISLE ----------- Total moves: 1759 Maximum occupied tiles: 13 Seat events: 121 Single-blocker events: 28 Multiple-blocker events: 11 Temporary aisle reoccupations: 53 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 129 Reservations granted: 129 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4378 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5526 Total stationary ticks: 93373 Seat-event requests: 249 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 592 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 592 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 65 DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT ============================================================ Date/Time: 2026-07-17 15:25:12 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 1 Scenario seed: 3055370766012738473 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 842 Passengers seated: 235/235 Average waiting ticks: 381.71 Longest waiting passenger: P14->4G(RIGHT) Longest waiting ticks: 802 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 31 Regions dissolved: 3 Repeated reconstructions avoided: 31 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 0 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1605 Maximum occupied tiles: 13 Seat events: 114 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 56 RIGHT AISLE ----------- Total moves: 1759 Maximum occupied tiles: 13 Seat events: 121 Single-blocker events: 28 Multiple-blocker events: 11 Temporary aisle reoccupations: 53 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 129 Reservations granted: 129 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4378 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5526 Total stationary ticks: 93373 Seat-event requests: 249 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 592 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 592 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 65 DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT ============================================================ Date/Time: 2026-07-17 15:25:13 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 2 Scenario seed: -5861873949581201790 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 461.78 Longest waiting passenger: P176->13G(RIGHT) Longest waiting ticks: 940 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2124 Maximum occupied tiles: 12 Seat events: 140 Single-blocker events: 52 Multiple-blocker events: 12 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2238 Maximum occupied tiles: 13 Seat events: 142 Single-blocker events: 33 Multiple-blocker events: 24 Temporary aisle reoccupations: 81 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 99 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5604 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6986 Total stationary ticks: 134989 Seat-event requests: 296 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 657 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 657 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 65 DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT ============================================================ Date/Time: 2026-07-17 15:25:13 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 2 Scenario seed: -5861873949581201790 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 461.78 Longest waiting passenger: P176->13G(RIGHT) Longest waiting ticks: 940 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2124 Maximum occupied tiles: 12 Seat events: 140 Single-blocker events: 52 Multiple-blocker events: 12 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2238 Maximum occupied tiles: 13 Seat events: 142 Single-blocker events: 33 Multiple-blocker events: 24 Temporary aisle reoccupations: 81 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 99 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5604 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6986 Total stationary ticks: 134989 Seat-event requests: 296 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 657 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 657 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 65 DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT ============================================================ Date/Time: 2026-07-17 15:25:13 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 2 Scenario seed: -5861873949581201790 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 461.78 Longest waiting passenger: P176->13G(RIGHT) Longest waiting ticks: 940 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2124 Maximum occupied tiles: 12 Seat events: 140 Single-blocker events: 52 Multiple-blocker events: 12 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2238 Maximum occupied tiles: 13 Seat events: 142 Single-blocker events: 33 Multiple-blocker events: 24 Temporary aisle reoccupations: 81 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 99 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5604 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6986 Total stationary ticks: 134989 Seat-event requests: 296 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 657 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 657 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 65 DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT ============================================================ Date/Time: 2026-07-17 15:25:13 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 3 Scenario seed: 6413959567787430862 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 99.72% OUTCOME ------- Status: SUCCESS Completed ticks: 1255 Passengers seated: 353/353 Average waiting ticks: 584.28 Longest waiting passenger: P110->21D(LEFT) Longest waiting ticks: 1200 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 51 Regions dissolved: 4 Repeated reconstructions avoided: 51 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=11 Confirmation deferral ticks: 5 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3168 Maximum occupied tiles: 14 Seat events: 177 Single-blocker events: 45 Multiple-blocker events: 29 Temporary aisle reoccupations: 109 RIGHT AISLE ----------- Total moves: 3052 Maximum occupied tiles: 13 Seat events: 176 Single-blocker events: 53 Multiple-blocker events: 27 Temporary aisle reoccupations: 112 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 159 Reservations granted: 157 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8069 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9772 Total stationary ticks: 213222 Seat-event requests: 381 Failed seat-event starts: 28 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 782 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 28 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 782 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 65 DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT ============================================================ Date/Time: 2026-07-17 15:25:13 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 3 Scenario seed: 6413959567787430862 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 99.72% OUTCOME ------- Status: SUCCESS Completed ticks: 1255 Passengers seated: 353/353 Average waiting ticks: 584.23 Longest waiting passenger: P110->21D(LEFT) Longest waiting ticks: 1200 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 51 Regions dissolved: 4 Repeated reconstructions avoided: 51 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=11 Confirmation deferral ticks: 5 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3168 Maximum occupied tiles: 14 Seat events: 177 Single-blocker events: 45 Multiple-blocker events: 29 Temporary aisle reoccupations: 109 RIGHT AISLE ----------- Total moves: 3052 Maximum occupied tiles: 13 Seat events: 176 Single-blocker events: 53 Multiple-blocker events: 27 Temporary aisle reoccupations: 112 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 159 Reservations granted: 157 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8079 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9784 Total stationary ticks: 213224 Seat-event requests: 381 Failed seat-event starts: 28 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 775 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 28 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 775 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 65 DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT ============================================================ Date/Time: 2026-07-17 15:25:13 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 3 Scenario seed: 6413959567787430862 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 99.72% OUTCOME ------- Status: SUCCESS Completed ticks: 1255 Passengers seated: 353/353 Average waiting ticks: 584.23 Longest waiting passenger: P110->21D(LEFT) Longest waiting ticks: 1200 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 51 Regions dissolved: 4 Repeated reconstructions avoided: 51 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=11 Confirmation deferral ticks: 5 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3168 Maximum occupied tiles: 14 Seat events: 177 Single-blocker events: 45 Multiple-blocker events: 29 Temporary aisle reoccupations: 109 RIGHT AISLE ----------- Total moves: 3052 Maximum occupied tiles: 13 Seat events: 176 Single-blocker events: 53 Multiple-blocker events: 27 Temporary aisle reoccupations: 112 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 159 Reservations granted: 157 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8079 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9784 Total stationary ticks: 213224 Seat-event requests: 381 Failed seat-event starts: 28 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 775 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 28 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 775 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 65 DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT ============================================================ Date/Time: 2026-07-17 15:25:13 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 4 Scenario seed: -6874954252876456991 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2294 Passengers seated: 169/235 Average waiting ticks: 811.85 Longest waiting passenger: P2->16C(RIGHT) Longest waiting ticks: 2294 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 4 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1889 Regions dissolved: 0 Repeated reconstructions avoided: 1889 Largest region lifetime: 1890 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1890:occupied=4 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1887 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1607 Maximum occupied tiles: 13 Seat events: 113 Single-blocker events: 31 Multiple-blocker events: 9 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 914 Maximum occupied tiles: 12 Seat events: 56 Single-blocker events: 9 Multiple-blocker events: 1 Temporary aisle reoccupations: 11 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1981 Reservations granted: 1976 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 57 Remaining moving in aisle: 6 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 11640 Longest unresolved passenger ID: 2 Longest unresolved row: 16 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 109 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 6 Total blocked ticks: 20936 Total stationary ticks: 204785 Seat-event requests: 2064 Failed seat-event starts: 1895 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 169 Critical blocker identity: P169->4C(RIGHT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 9 Unresolved outside passengers: 57 Unresolved internal passengers outside critical tree: 5 Critical blocker tree: P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT) P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1895 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 5|6|7 Critical blocker unavailable yield tiles: 7 Critical blocker yield-tile occupants: 165 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1895 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 388 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P53->8E(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 5|6|7 Current unavailable yield tiles: 7 Current yield-tile occupants: 165 Final row-event chain: 169|165|53 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 65 DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT ============================================================ Date/Time: 2026-07-17 15:25:13 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 4 Scenario seed: -6874954252876456991 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2294 Passengers seated: 169/235 Average waiting ticks: 811.85 Longest waiting passenger: P2->16C(RIGHT) Longest waiting ticks: 2294 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 4 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1889 Regions dissolved: 0 Repeated reconstructions avoided: 1889 Largest region lifetime: 1890 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1890:occupied=4 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1887 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1607 Maximum occupied tiles: 13 Seat events: 113 Single-blocker events: 31 Multiple-blocker events: 9 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 914 Maximum occupied tiles: 12 Seat events: 56 Single-blocker events: 9 Multiple-blocker events: 1 Temporary aisle reoccupations: 11 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1981 Reservations granted: 1976 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 57 Remaining moving in aisle: 6 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 11640 Longest unresolved passenger ID: 2 Longest unresolved row: 16 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 109 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 6 Total blocked ticks: 20922 Total stationary ticks: 204781 Seat-event requests: 2064 Failed seat-event starts: 1895 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 169 Critical blocker identity: P169->4C(RIGHT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 9 Unresolved outside passengers: 57 Unresolved internal passengers outside critical tree: 5 Critical blocker tree: P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT) P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1895 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 5|6|7 Critical blocker unavailable yield tiles: 7 Critical blocker yield-tile occupants: 165 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1895 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 380 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P53->8E(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 5|6|7 Current unavailable yield tiles: 7 Current yield-tile occupants: 165 Final row-event chain: 169|165|53 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 65 DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT ============================================================ Date/Time: 2026-07-17 15:25:13 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 4 Scenario seed: -6874954252876456991 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2294 Passengers seated: 169/235 Average waiting ticks: 811.85 Longest waiting passenger: P2->16C(RIGHT) Longest waiting ticks: 2294 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 4 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1889 Regions dissolved: 0 Repeated reconstructions avoided: 1889 Largest region lifetime: 1890 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1890:occupied=4 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1887 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1607 Maximum occupied tiles: 13 Seat events: 113 Single-blocker events: 31 Multiple-blocker events: 9 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 914 Maximum occupied tiles: 12 Seat events: 56 Single-blocker events: 9 Multiple-blocker events: 1 Temporary aisle reoccupations: 11 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1981 Reservations granted: 1976 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 57 Remaining moving in aisle: 6 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 11640 Longest unresolved passenger ID: 2 Longest unresolved row: 16 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 109 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 6 Total blocked ticks: 20936 Total stationary ticks: 204785 Seat-event requests: 2064 Failed seat-event starts: 1895 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 169 Critical blocker identity: P169->4C(RIGHT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 9 Unresolved outside passengers: 57 Unresolved internal passengers outside critical tree: 5 Critical blocker tree: P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT) P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1895 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 5|6|7 Critical blocker unavailable yield tiles: 7 Critical blocker yield-tile occupants: 165 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1895 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 388 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P53->8E(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 5|6|7 Current unavailable yield tiles: 7 Current yield-tile occupants: 165 Final row-event chain: 169|165|53 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 65 DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT ============================================================ Date/Time: 2026-07-17 15:25:13 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 5 Scenario seed: -3861213001347413166 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1037 Passengers seated: 282/282 Average waiting ticks: 463.27 Longest waiting passenger: P14->18D(LEFT) Longest waiting ticks: 988 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2266 Maximum occupied tiles: 13 Seat events: 148 Single-blocker events: 41 Multiple-blocker events: 16 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 2110 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 45 Multiple-blocker events: 14 Temporary aisle reoccupations: 73 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 95 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5619 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6814 Total stationary ticks: 135338 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 584 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 584 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 65 DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT ============================================================ Date/Time: 2026-07-17 15:25:13 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 5 Scenario seed: -3861213001347413166 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1037 Passengers seated: 282/282 Average waiting ticks: 463.27 Longest waiting passenger: P14->18D(LEFT) Longest waiting ticks: 988 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2266 Maximum occupied tiles: 13 Seat events: 148 Single-blocker events: 41 Multiple-blocker events: 16 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 2110 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 45 Multiple-blocker events: 14 Temporary aisle reoccupations: 73 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 95 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5619 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6814 Total stationary ticks: 135338 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 584 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 584 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 65 DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT ============================================================ Date/Time: 2026-07-17 15:25:13 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 5 Scenario seed: -3861213001347413166 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1037 Passengers seated: 282/282 Average waiting ticks: 463.27 Longest waiting passenger: P14->18D(LEFT) Longest waiting ticks: 988 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2266 Maximum occupied tiles: 13 Seat events: 148 Single-blocker events: 41 Multiple-blocker events: 16 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 2110 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 45 Multiple-blocker events: 14 Temporary aisle reoccupations: 73 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 95 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5619 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6814 Total stationary ticks: 135338 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 584 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 584 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 65 DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT ============================================================ Date/Time: 2026-07-17 15:25:13 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 6 Scenario seed: 5232186905524502075 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 94.47% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2349 Passengers seated: 226/235 Average waiting ticks: 412.04 Longest waiting passenger: P148->22D(RIGHT) Longest waiting ticks: 2308 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 10 Cluster candidates evaluated: 3 Executable cluster candidates: 1 Rejected cluster candidates: 2 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 9 Selected release potential total: 5 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1602 Regions dissolved: 2 Repeated reconstructions avoided: 1602 Largest region lifetime: 1574 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1574:occupied=9 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1520 State changes reopening evaluation: 9 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1534 Maximum occupied tiles: 11 Seat events: 111 Single-blocker events: 33 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1850 Maximum occupied tiles: 13 Seat events: 115 Single-blocker events: 25 Multiple-blocker events: 11 Temporary aisle reoccupations: 49 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1668 Reservations granted: 1665 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 7 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 11128 Longest unresolved passenger ID: 198 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 7 Longest dependency chain: P102(27G/RIGHT) -> P111(26C/RIGHT) -> P180(26D/RIGHT) -> P228(28H/RIGHT) -> P123(29E/RIGHT) -> P198(30F/RIGHT) -> P69(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 102 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 7 Total blocked ticks: 18631 Total stationary ticks: 110660 Seat-event requests: 1780 Failed seat-event starts: 1554 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 69 Critical blocker identity: P69->29C(RIGHT) Direct fan-out: 1 Total indirect descendants: 6 Critical tree size including blocker: 7 Critical tree depth: 7 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 9 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P69(29C/RIGHT/WAITING_FOR_SEAT_EVENT) P198(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P123(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P228(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P180(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P111(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P102(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1519 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1519 Rear-boundary failures: 35 Middle-bank reservation failures: 3 Active-event deferrals: 539 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1782\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1522\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 65 DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT ============================================================ Date/Time: 2026-07-17 15:25:13 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 6 Scenario seed: 5232186905524502075 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 94.47% OUTCOME ------- Status: SUCCESS Completed ticks: 892 Passengers seated: 235/235 Average waiting ticks: 399.84 Longest waiting passenger: P204->17E(RIGHT) Longest waiting ticks: 844 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 6 Selected release potential total: 5 Last cluster decision: RIGHT:tiles8-13:occupied=6:anchor=P172:selected=P162:directReleases=0:releasePotential=5 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 29 Regions dissolved: 2 Repeated reconstructions avoided: 29 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1534 Maximum occupied tiles: 11 Seat events: 111 Single-blocker events: 33 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1872 Maximum occupied tiles: 11 Seat events: 124 Single-blocker events: 28 Multiple-blocker events: 15 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 134 Reservations granted: 131 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3993 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4927 Total stationary ticks: 97124 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 507 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 507 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 65 DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT ============================================================ Date/Time: 2026-07-17 15:25:13 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 6 Scenario seed: 5232186905524502075 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 94.47% OUTCOME ------- Status: SUCCESS Completed ticks: 892 Passengers seated: 235/235 Average waiting ticks: 399.84 Longest waiting passenger: P204->17E(RIGHT) Longest waiting ticks: 844 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 6 Selected release potential total: 5 Last cluster decision: RIGHT:tiles8-13:occupied=6:anchor=P172:selected=P162:directReleases=0:releasePotential=5 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 29 Regions dissolved: 2 Repeated reconstructions avoided: 29 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1534 Maximum occupied tiles: 11 Seat events: 111 Single-blocker events: 33 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1872 Maximum occupied tiles: 11 Seat events: 124 Single-blocker events: 28 Multiple-blocker events: 15 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 134 Reservations granted: 131 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3993 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4927 Total stationary ticks: 97124 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 507 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 507 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 65 DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT ============================================================ Date/Time: 2026-07-17 15:25:13 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 7 Scenario seed: -6941493034642023543 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 95.75% OUTCOME ------- Status: SUCCESS Completed ticks: 1320 Passengers seated: 353/353 Average waiting ticks: 603.76 Longest waiting passenger: P99->23G(LEFT) Longest waiting ticks: 1270 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3201 Maximum occupied tiles: 15 Seat events: 184 Single-blocker events: 48 Multiple-blocker events: 27 Temporary aisle reoccupations: 104 RIGHT AISLE ----------- Total moves: 2947 Maximum occupied tiles: 13 Seat events: 169 Single-blocker events: 50 Multiple-blocker events: 21 Temporary aisle reoccupations: 95 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 152 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6822 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8389 Total stationary ticks: 218685 Seat-event requests: 375 Failed seat-event starts: 22 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 864 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 22 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 864 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 65 DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT ============================================================ Date/Time: 2026-07-17 15:25:13 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 7 Scenario seed: -6941493034642023543 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 95.75% OUTCOME ------- Status: SUCCESS Completed ticks: 1320 Passengers seated: 353/353 Average waiting ticks: 603.79 Longest waiting passenger: P99->23G(LEFT) Longest waiting ticks: 1270 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3201 Maximum occupied tiles: 15 Seat events: 184 Single-blocker events: 48 Multiple-blocker events: 27 Temporary aisle reoccupations: 104 RIGHT AISLE ----------- Total moves: 2947 Maximum occupied tiles: 13 Seat events: 169 Single-blocker events: 50 Multiple-blocker events: 21 Temporary aisle reoccupations: 95 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 152 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6817 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8387 Total stationary ticks: 218684 Seat-event requests: 374 Failed seat-event starts: 21 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 871 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 21 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 871 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 374\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 65 DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT ============================================================ Date/Time: 2026-07-17 15:25:13 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 7 Scenario seed: -6941493034642023543 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 95.75% OUTCOME ------- Status: SUCCESS Completed ticks: 1320 Passengers seated: 353/353 Average waiting ticks: 603.76 Longest waiting passenger: P99->23G(LEFT) Longest waiting ticks: 1270 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3201 Maximum occupied tiles: 15 Seat events: 184 Single-blocker events: 48 Multiple-blocker events: 27 Temporary aisle reoccupations: 104 RIGHT AISLE ----------- Total moves: 2947 Maximum occupied tiles: 13 Seat events: 169 Single-blocker events: 50 Multiple-blocker events: 21 Temporary aisle reoccupations: 95 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 152 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6822 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8389 Total stationary ticks: 218685 Seat-event requests: 375 Failed seat-event starts: 22 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 864 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 22 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 864 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 65 DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT ============================================================ Date/Time: 2026-07-17 15:25:13 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 8 Scenario seed: -8554465769121675260 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 861 Passengers seated: 235/235 Average waiting ticks: 382.57 Longest waiting passenger: P23->28C(RIGHT) Longest waiting ticks: 816 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1693 Maximum occupied tiles: 14 Seat events: 114 Single-blocker events: 26 Multiple-blocker events: 13 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 1699 Maximum occupied tiles: 12 Seat events: 121 Single-blocker events: 35 Multiple-blocker events: 11 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 125 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4487 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5649 Total stationary ticks: 93738 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 539 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 539 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 65 DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT ============================================================ Date/Time: 2026-07-17 15:25:13 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 8 Scenario seed: -8554465769121675260 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 861 Passengers seated: 235/235 Average waiting ticks: 382.62 Longest waiting passenger: P23->28C(RIGHT) Longest waiting ticks: 816 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1693 Maximum occupied tiles: 14 Seat events: 114 Single-blocker events: 26 Multiple-blocker events: 13 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 1699 Maximum occupied tiles: 12 Seat events: 121 Single-blocker events: 35 Multiple-blocker events: 11 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 125 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4472 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5637 Total stationary ticks: 93736 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 542 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 542 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 65 DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT ============================================================ Date/Time: 2026-07-17 15:25:13 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 8 Scenario seed: -8554465769121675260 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 861 Passengers seated: 235/235 Average waiting ticks: 382.62 Longest waiting passenger: P23->28C(RIGHT) Longest waiting ticks: 816 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1693 Maximum occupied tiles: 14 Seat events: 114 Single-blocker events: 26 Multiple-blocker events: 13 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 1699 Maximum occupied tiles: 12 Seat events: 121 Single-blocker events: 35 Multiple-blocker events: 11 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 125 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4472 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5637 Total stationary ticks: 93736 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 542 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 542 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 65 DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT ============================================================ Date/Time: 2026-07-17 15:25:13 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 9 Scenario seed: 5225839747377591732 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1015 Passengers seated: 282/282 Average waiting ticks: 466.34 Longest waiting passenger: P68->23A(LEFT) Longest waiting ticks: 960 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2100 Maximum occupied tiles: 11 Seat events: 144 Single-blocker events: 44 Multiple-blocker events: 12 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 2256 Maximum occupied tiles: 12 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 13 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 102 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5299 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6604 Total stationary ticks: 135920 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 691 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 691 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 65 DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT ============================================================ Date/Time: 2026-07-17 15:25:13 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 9 Scenario seed: 5225839747377591732 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1015 Passengers seated: 282/282 Average waiting ticks: 466.34 Longest waiting passenger: P68->23A(LEFT) Longest waiting ticks: 960 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2100 Maximum occupied tiles: 11 Seat events: 144 Single-blocker events: 44 Multiple-blocker events: 12 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 2256 Maximum occupied tiles: 12 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 13 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 102 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5299 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6604 Total stationary ticks: 135920 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 691 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 691 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 65 DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT ============================================================ Date/Time: 2026-07-17 15:25:13 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 9 Scenario seed: 5225839747377591732 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1015 Passengers seated: 282/282 Average waiting ticks: 466.34 Longest waiting passenger: P68->23A(LEFT) Longest waiting ticks: 960 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2100 Maximum occupied tiles: 11 Seat events: 144 Single-blocker events: 44 Multiple-blocker events: 12 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 2256 Maximum occupied tiles: 12 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 13 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 102 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5299 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6604 Total stationary ticks: 135920 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 691 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 691 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 65 DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT ============================================================ Date/Time: 2026-07-17 15:25:13 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 10 Scenario seed: 1939935009979591158 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2369 Passengers seated: 232/235 Average waiting ticks: 394.61 Longest waiting passenger: P8->28F(LEFT) Longest waiting ticks: 2299 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1636 Regions dissolved: 2 Repeated reconstructions avoided: 1636 Largest region lifetime: 1601 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1601:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1584 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 12 Seat events: 110 Single-blocker events: 30 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1757 Maximum occupied tiles: 11 Seat events: 122 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1714 Reservations granted: 1714 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 2 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4339 Longest unresolved passenger ID: 15 Longest unresolved row: 28 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 121 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 2 Total blocked ticks: 10065 Total stationary ticks: 99506 Seat-event requests: 1830 Failed seat-event starts: 1598 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 8 Critical blocker identity: P8->28F(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P8(28F/LEFT/WAITING_FOR_SEAT_EVENT) P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1587 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 3 Critical blocker required yield tiles: 29|30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 11 Rear-boundary failures: 1587 Middle-bank reservation failures: 0 Active-event deferrals: 484 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 29|30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 65 DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT ============================================================ Date/Time: 2026-07-17 15:25:13 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 10 Scenario seed: 1939935009979591158 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2369 Passengers seated: 232/235 Average waiting ticks: 394.60 Longest waiting passenger: P8->28F(LEFT) Longest waiting ticks: 2299 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1636 Regions dissolved: 2 Repeated reconstructions avoided: 1636 Largest region lifetime: 1601 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1601:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1584 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 12 Seat events: 110 Single-blocker events: 30 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1757 Maximum occupied tiles: 11 Seat events: 122 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1714 Reservations granted: 1714 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 2 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4349 Longest unresolved passenger ID: 15 Longest unresolved row: 28 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 121 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 2 Total blocked ticks: 10071 Total stationary ticks: 99508 Seat-event requests: 1830 Failed seat-event starts: 1598 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 8 Critical blocker identity: P8->28F(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P8(28F/LEFT/WAITING_FOR_SEAT_EVENT) P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1587 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 3 Critical blocker required yield tiles: 29|30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 11 Rear-boundary failures: 1587 Middle-bank reservation failures: 0 Active-event deferrals: 485 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 29|30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 65 DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT ============================================================ Date/Time: 2026-07-17 15:25:13 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 10 Scenario seed: 1939935009979591158 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2369 Passengers seated: 232/235 Average waiting ticks: 394.60 Longest waiting passenger: P8->28F(LEFT) Longest waiting ticks: 2299 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1636 Regions dissolved: 2 Repeated reconstructions avoided: 1636 Largest region lifetime: 1601 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1601:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1584 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 12 Seat events: 110 Single-blocker events: 30 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1757 Maximum occupied tiles: 11 Seat events: 122 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1714 Reservations granted: 1714 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 2 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4349 Longest unresolved passenger ID: 15 Longest unresolved row: 28 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 121 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 2 Total blocked ticks: 10071 Total stationary ticks: 99508 Seat-event requests: 1830 Failed seat-event starts: 1598 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 8 Critical blocker identity: P8->28F(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P8(28F/LEFT/WAITING_FOR_SEAT_EVENT) P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1587 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 3 Critical blocker required yield tiles: 29|30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 11 Rear-boundary failures: 1587 Middle-bank reservation failures: 0 Active-event deferrals: 485 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 29|30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 65 DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT ============================================================ Date/Time: 2026-07-17 15:25:13 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 11 Scenario seed: 1252229027809620306 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 97.45% OUTCOME ------- Status: SUCCESS Completed ticks: 1280 Passengers seated: 353/353 Average waiting ticks: 583.29 Longest waiting passenger: P34->24D(LEFT) Longest waiting ticks: 1216 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3262 Maximum occupied tiles: 13 Seat events: 181 Single-blocker events: 47 Multiple-blocker events: 22 Temporary aisle reoccupations: 97 RIGHT AISLE ----------- Total moves: 2896 Maximum occupied tiles: 14 Seat events: 172 Single-blocker events: 43 Multiple-blocker events: 26 Temporary aisle reoccupations: 100 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 149 Reservations granted: 149 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8010 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9374 Total stationary ticks: 212715 Seat-event requests: 371 Failed seat-event starts: 18 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 643 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 18 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 643 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 65 DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT ============================================================ Date/Time: 2026-07-17 15:25:13 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 11 Scenario seed: 1252229027809620306 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 97.45% OUTCOME ------- Status: SUCCESS Completed ticks: 1280 Passengers seated: 353/353 Average waiting ticks: 583.32 Longest waiting passenger: P34->24D(LEFT) Longest waiting ticks: 1216 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3262 Maximum occupied tiles: 13 Seat events: 181 Single-blocker events: 47 Multiple-blocker events: 22 Temporary aisle reoccupations: 97 RIGHT AISLE ----------- Total moves: 2896 Maximum occupied tiles: 14 Seat events: 172 Single-blocker events: 43 Multiple-blocker events: 26 Temporary aisle reoccupations: 100 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 149 Reservations granted: 149 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7975 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9381 Total stationary ticks: 212716 Seat-event requests: 371 Failed seat-event starts: 18 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 654 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 18 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 654 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 65 DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT ============================================================ Date/Time: 2026-07-17 15:25:13 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 11 Scenario seed: 1252229027809620306 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 97.45% OUTCOME ------- Status: SUCCESS Completed ticks: 1280 Passengers seated: 353/353 Average waiting ticks: 583.33 Longest waiting passenger: P34->24D(LEFT) Longest waiting ticks: 1216 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3262 Maximum occupied tiles: 13 Seat events: 181 Single-blocker events: 47 Multiple-blocker events: 22 Temporary aisle reoccupations: 97 RIGHT AISLE ----------- Total moves: 2896 Maximum occupied tiles: 14 Seat events: 172 Single-blocker events: 43 Multiple-blocker events: 26 Temporary aisle reoccupations: 100 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 149 Reservations granted: 149 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7965 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9358 Total stationary ticks: 212708 Seat-event requests: 371 Failed seat-event starts: 18 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 646 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 18 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 646 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 65 DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT ============================================================ Date/Time: 2026-07-17 15:25:13 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 12 Scenario seed: 8187627317652047108 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 93.62% OUTCOME ------- Status: SUCCESS Completed ticks: 880 Passengers seated: 235/235 Average waiting ticks: 383.92 Longest waiting passenger: P3->11G(RIGHT) Longest waiting ticks: 827 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 29 Regions dissolved: 1 Repeated reconstructions avoided: 29 Largest region lifetime: 30 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=30 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 13 Seat events: 110 Single-blocker events: 28 Multiple-blocker events: 7 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1738 Maximum occupied tiles: 12 Seat events: 125 Single-blocker events: 35 Multiple-blocker events: 14 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 135 Reservations granted: 125 Reservations denied/waited: 10 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4421 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5748 Total stationary ticks: 94039 Seat-event requests: 241 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 646 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 10 Active-event deferrals: 646 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 65 DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT ============================================================ Date/Time: 2026-07-17 15:25:13 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 12 Scenario seed: 8187627317652047108 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 93.62% OUTCOME ------- Status: SUCCESS Completed ticks: 880 Passengers seated: 235/235 Average waiting ticks: 384.07 Longest waiting passenger: P3->11G(RIGHT) Longest waiting ticks: 827 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 29 Regions dissolved: 1 Repeated reconstructions avoided: 29 Largest region lifetime: 30 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=30 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 13 Seat events: 110 Single-blocker events: 28 Multiple-blocker events: 7 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1738 Maximum occupied tiles: 12 Seat events: 125 Single-blocker events: 35 Multiple-blocker events: 14 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 133 Reservations granted: 125 Reservations denied/waited: 8 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4381 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5693 Total stationary ticks: 94024 Seat-event requests: 241 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 645 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 8 Active-event deferrals: 645 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 65 DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT ============================================================ Date/Time: 2026-07-17 15:25:13 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 12 Scenario seed: 8187627317652047108 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 93.62% OUTCOME ------- Status: SUCCESS Completed ticks: 880 Passengers seated: 235/235 Average waiting ticks: 383.86 Longest waiting passenger: P3->11G(RIGHT) Longest waiting ticks: 827 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 29 Regions dissolved: 1 Repeated reconstructions avoided: 29 Largest region lifetime: 30 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=30 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 13 Seat events: 110 Single-blocker events: 28 Multiple-blocker events: 7 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1738 Maximum occupied tiles: 12 Seat events: 125 Single-blocker events: 35 Multiple-blocker events: 14 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 135 Reservations granted: 125 Reservations denied/waited: 10 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4431 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5747 Total stationary ticks: 94038 Seat-event requests: 241 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 634 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 10 Active-event deferrals: 634 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 65 DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT ============================================================ Date/Time: 2026-07-17 15:25:13 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 13 Scenario seed: 6351835860743924132 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 65.96% Aisle-assignment balance: 95.04% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2516 Passengers seated: 277/282 Average waiting ticks: 479.16 Longest waiting passenger: P279->31A(LEFT) Longest waiting ticks: 2446 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 0 Rejected cluster candidates: 1 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 5 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1515 Regions dissolved: 0 Repeated reconstructions avoided: 1515 Largest region lifetime: 1516 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1516:occupied=5 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1499 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2303 Maximum occupied tiles: 15 Seat events: 143 Single-blocker events: 44 Multiple-blocker events: 16 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2058 Maximum occupied tiles: 13 Seat events: 134 Single-blocker events: 36 Multiple-blocker events: 13 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 96 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5609 Longest unresolved passenger ID: 117 Longest unresolved row: 32 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 226 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14637 Total stationary ticks: 144501 Seat-event requests: 1814 Failed seat-event starts: 1537 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 111 Critical blocker identity: P111->28A(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P111(28A/LEFT/WAITING_FOR_SEAT_EVENT) P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1513 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 29|30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 117 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1513 Rear-boundary failures: 24 Middle-bank reservation failures: 1 Active-event deferrals: 702 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P279->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=925,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 29|30 Current unavailable yield tiles: 30 Current yield-tile occupants: 117 Final row-event chain: 111|117|279 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 65 DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT ============================================================ Date/Time: 2026-07-17 15:25:13 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 13 Scenario seed: 6351835860743924132 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 65.96% Aisle-assignment balance: 95.04% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2516 Passengers seated: 277/282 Average waiting ticks: 479.23 Longest waiting passenger: P279->31A(LEFT) Longest waiting ticks: 2446 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 0 Rejected cluster candidates: 1 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 5 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1515 Regions dissolved: 0 Repeated reconstructions avoided: 1515 Largest region lifetime: 1516 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1516:occupied=5 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1499 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2303 Maximum occupied tiles: 15 Seat events: 143 Single-blocker events: 44 Multiple-blocker events: 16 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2058 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 36 Multiple-blocker events: 13 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 96 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5567 Longest unresolved passenger ID: 117 Longest unresolved row: 32 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 226 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14536 Total stationary ticks: 144436 Seat-event requests: 1814 Failed seat-event starts: 1537 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 111 Critical blocker identity: P111->28A(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P111(28A/LEFT/WAITING_FOR_SEAT_EVENT) P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1513 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 29|30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 117 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1513 Rear-boundary failures: 24 Middle-bank reservation failures: 1 Active-event deferrals: 689 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P279->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=933,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 29|30 Current unavailable yield tiles: 30 Current yield-tile occupants: 117 Final row-event chain: 111|117|279 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 65 DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT ============================================================ Date/Time: 2026-07-17 15:25:13 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 13 Scenario seed: 6351835860743924132 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 65.96% Aisle-assignment balance: 95.04% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2516 Passengers seated: 277/282 Average waiting ticks: 479.23 Longest waiting passenger: P279->31A(LEFT) Longest waiting ticks: 2446 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 0 Rejected cluster candidates: 1 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 5 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1515 Regions dissolved: 0 Repeated reconstructions avoided: 1515 Largest region lifetime: 1516 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1516:occupied=5 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1499 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2303 Maximum occupied tiles: 15 Seat events: 143 Single-blocker events: 44 Multiple-blocker events: 16 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2058 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 36 Multiple-blocker events: 13 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 96 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5567 Longest unresolved passenger ID: 117 Longest unresolved row: 32 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 226 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14536 Total stationary ticks: 144436 Seat-event requests: 1814 Failed seat-event starts: 1537 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 111 Critical blocker identity: P111->28A(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P111(28A/LEFT/WAITING_FOR_SEAT_EVENT) P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1513 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 29|30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 117 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1513 Rear-boundary failures: 24 Middle-bank reservation failures: 1 Active-event deferrals: 689 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P279->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=933,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 29|30 Current unavailable yield tiles: 30 Current yield-tile occupants: 117 Final row-event chain: 111|117|279 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 65 DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT ============================================================ Date/Time: 2026-07-17 15:25:13 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 14 Scenario seed: -8658915343845013000 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 995 Passengers seated: 282/282 Average waiting ticks: 460.22 Longest waiting passenger: P218->6F(RIGHT) Longest waiting ticks: 951 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2250 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 38 Multiple-blocker events: 11 Temporary aisle reoccupations: 60 RIGHT AISLE ----------- Total moves: 2145 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 42 Multiple-blocker events: 17 Temporary aisle reoccupations: 76 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 98 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5688 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7053 Total stationary ticks: 134674 Seat-event requests: 287 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 657 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 657 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 65 DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT ============================================================ Date/Time: 2026-07-17 15:25:13 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 14 Scenario seed: -8658915343845013000 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 995 Passengers seated: 282/282 Average waiting ticks: 460.18 Longest waiting passenger: P218->6F(RIGHT) Longest waiting ticks: 951 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2250 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 38 Multiple-blocker events: 11 Temporary aisle reoccupations: 60 RIGHT AISLE ----------- Total moves: 2145 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 42 Multiple-blocker events: 17 Temporary aisle reoccupations: 76 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 98 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5713 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7065 Total stationary ticks: 134676 Seat-event requests: 287 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 656 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 656 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 65 DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT ============================================================ Date/Time: 2026-07-17 15:25:13 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 14 Scenario seed: -8658915343845013000 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 995 Passengers seated: 282/282 Average waiting ticks: 460.22 Longest waiting passenger: P218->6F(RIGHT) Longest waiting ticks: 951 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2250 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 38 Multiple-blocker events: 11 Temporary aisle reoccupations: 60 RIGHT AISLE ----------- Total moves: 2145 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 42 Multiple-blocker events: 17 Temporary aisle reoccupations: 76 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 98 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5688 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7053 Total stationary ticks: 134674 Seat-event requests: 287 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 657 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 657 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 65 DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT ============================================================ Date/Time: 2026-07-17 15:25:13 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 15 Scenario seed: 5673179910411321410 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 462.27 Longest waiting passenger: P21->16E(RIGHT) Longest waiting ticks: 953 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2199 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 41 Multiple-blocker events: 20 Temporary aisle reoccupations: 81 RIGHT AISLE ----------- Total moves: 2185 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 39 Multiple-blocker events: 16 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 96 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5393 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6898 Total stationary ticks: 134958 Seat-event requests: 301 Failed seat-event starts: 19 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 714 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 19 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 714 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 65 DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT ============================================================ Date/Time: 2026-07-17 15:25:13 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 15 Scenario seed: 5673179910411321410 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 462.25 Longest waiting passenger: P21->16E(RIGHT) Longest waiting ticks: 953 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2199 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 41 Multiple-blocker events: 20 Temporary aisle reoccupations: 81 RIGHT AISLE ----------- Total moves: 2185 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 39 Multiple-blocker events: 16 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 96 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5398 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6898 Total stationary ticks: 134958 Seat-event requests: 301 Failed seat-event starts: 19 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 709 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 19 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 709 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 65 DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT ============================================================ Date/Time: 2026-07-17 15:25:13 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 15 Scenario seed: 5673179910411321410 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 462.27 Longest waiting passenger: P21->16E(RIGHT) Longest waiting ticks: 953 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2199 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 41 Multiple-blocker events: 20 Temporary aisle reoccupations: 81 RIGHT AISLE ----------- Total moves: 2185 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 39 Multiple-blocker events: 16 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 96 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5393 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6898 Total stationary ticks: 134958 Seat-event requests: 301 Failed seat-event starts: 19 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 714 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 19 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 714 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 65 DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT ============================================================ Date/Time: 2026-07-17 15:25:13 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 16 Scenario seed: 6658752785952583458 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1052 Passengers seated: 282/282 Average waiting ticks: 468.96 Longest waiting passenger: P181->4E(LEFT) Longest waiting ticks: 999 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 14 Regions dissolved: 1 Repeated reconstructions avoided: 14 Largest region lifetime: 15 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=15 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2277 Maximum occupied tiles: 12 Seat events: 148 Single-blocker events: 45 Multiple-blocker events: 21 Temporary aisle reoccupations: 87 RIGHT AISLE ----------- Total moves: 2045 Maximum occupied tiles: 11 Seat events: 134 Single-blocker events: 34 Multiple-blocker events: 11 Temporary aisle reoccupations: 56 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 97 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5574 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6661 Total stationary ticks: 136880 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 528 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 528 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 65 DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT ============================================================ Date/Time: 2026-07-17 15:25:13 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 16 Scenario seed: 6658752785952583458 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1052 Passengers seated: 282/282 Average waiting ticks: 468.97 Longest waiting passenger: P181->4E(LEFT) Longest waiting ticks: 999 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 14 Regions dissolved: 1 Repeated reconstructions avoided: 14 Largest region lifetime: 15 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=15 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2277 Maximum occupied tiles: 12 Seat events: 148 Single-blocker events: 45 Multiple-blocker events: 21 Temporary aisle reoccupations: 87 RIGHT AISLE ----------- Total moves: 2045 Maximum occupied tiles: 11 Seat events: 134 Single-blocker events: 34 Multiple-blocker events: 11 Temporary aisle reoccupations: 56 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 97 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5574 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6655 Total stationary ticks: 136878 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 527 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 527 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 65 DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT ============================================================ Date/Time: 2026-07-17 15:25:13 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 16 Scenario seed: 6658752785952583458 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1052 Passengers seated: 282/282 Average waiting ticks: 468.97 Longest waiting passenger: P181->4E(LEFT) Longest waiting ticks: 999 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 14 Regions dissolved: 1 Repeated reconstructions avoided: 14 Largest region lifetime: 15 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=15 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2277 Maximum occupied tiles: 12 Seat events: 148 Single-blocker events: 45 Multiple-blocker events: 21 Temporary aisle reoccupations: 87 RIGHT AISLE ----------- Total moves: 2045 Maximum occupied tiles: 11 Seat events: 134 Single-blocker events: 34 Multiple-blocker events: 11 Temporary aisle reoccupations: 56 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 97 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5574 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6655 Total stationary ticks: 136878 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 527 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 527 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 65 DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT ============================================================ Date/Time: 2026-07-17 15:25:13 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 17 Scenario seed: -218671498343752214 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.16% OUTCOME ------- Status: SUCCESS Completed ticks: 1029 Passengers seated: 282/282 Average waiting ticks: 464.66 Longest waiting passenger: P242->27G(RIGHT) Longest waiting ticks: 976 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 4 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 22 Regions dissolved: 2 Repeated reconstructions avoided: 22 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2178 Maximum occupied tiles: 12 Seat events: 137 Single-blocker events: 44 Multiple-blocker events: 14 Temporary aisle reoccupations: 72 RIGHT AISLE ----------- Total moves: 2204 Maximum occupied tiles: 12 Seat events: 145 Single-blocker events: 38 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 96 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5622 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6765 Total stationary ticks: 135723 Seat-event requests: 299 Failed seat-event starts: 17 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 557 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 17 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 557 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 65 DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT ============================================================ Date/Time: 2026-07-17 15:25:13 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 17 Scenario seed: -218671498343752214 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.16% OUTCOME ------- Status: SUCCESS Completed ticks: 1029 Passengers seated: 282/282 Average waiting ticks: 464.69 Longest waiting passenger: P242->27G(RIGHT) Longest waiting ticks: 976 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 4 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 22 Regions dissolved: 2 Repeated reconstructions avoided: 22 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2178 Maximum occupied tiles: 12 Seat events: 137 Single-blocker events: 44 Multiple-blocker events: 14 Temporary aisle reoccupations: 72 RIGHT AISLE ----------- Total moves: 2204 Maximum occupied tiles: 12 Seat events: 145 Single-blocker events: 38 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 96 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5612 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6786 Total stationary ticks: 135730 Seat-event requests: 299 Failed seat-event starts: 17 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 574 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 17 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 574 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 65 DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT ============================================================ Date/Time: 2026-07-17 15:25:13 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 17 Scenario seed: -218671498343752214 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.16% OUTCOME ------- Status: SUCCESS Completed ticks: 1029 Passengers seated: 282/282 Average waiting ticks: 464.69 Longest waiting passenger: P242->27G(RIGHT) Longest waiting ticks: 976 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 4 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 22 Regions dissolved: 2 Repeated reconstructions avoided: 22 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2178 Maximum occupied tiles: 12 Seat events: 137 Single-blocker events: 44 Multiple-blocker events: 14 Temporary aisle reoccupations: 72 RIGHT AISLE ----------- Total moves: 2204 Maximum occupied tiles: 12 Seat events: 145 Single-blocker events: 38 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 96 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5612 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6786 Total stationary ticks: 135730 Seat-event requests: 299 Failed seat-event starts: 17 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 574 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 17 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 574 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 65 DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT ============================================================ Date/Time: 2026-07-17 15:25:13 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 18 Scenario seed: -8332752414533420411 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.34% Aisle-assignment balance: 99.15% OUTCOME ------- Status: SUCCESS Completed ticks: 1259 Passengers seated: 353/353 Average waiting ticks: 593.34 Longest waiting passenger: P150->11H(RIGHT) Longest waiting ticks: 1209 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3172 Maximum occupied tiles: 16 Seat events: 175 Single-blocker events: 42 Multiple-blocker events: 24 Temporary aisle reoccupations: 95 RIGHT AISLE ----------- Total moves: 2985 Maximum occupied tiles: 13 Seat events: 178 Single-blocker events: 55 Multiple-blocker events: 26 Temporary aisle reoccupations: 113 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 148 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7954 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9621 Total stationary ticks: 216298 Seat-event requests: 380 Failed seat-event starts: 27 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 784 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 27 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 784 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 65 DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT ============================================================ Date/Time: 2026-07-17 15:25:13 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 18 Scenario seed: -8332752414533420411 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.34% Aisle-assignment balance: 99.15% OUTCOME ------- Status: SUCCESS Completed ticks: 1259 Passengers seated: 353/353 Average waiting ticks: 593.34 Longest waiting passenger: P150->11H(RIGHT) Longest waiting ticks: 1209 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3172 Maximum occupied tiles: 16 Seat events: 175 Single-blocker events: 42 Multiple-blocker events: 24 Temporary aisle reoccupations: 95 RIGHT AISLE ----------- Total moves: 2985 Maximum occupied tiles: 13 Seat events: 178 Single-blocker events: 55 Multiple-blocker events: 26 Temporary aisle reoccupations: 113 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 148 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7954 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9621 Total stationary ticks: 216298 Seat-event requests: 380 Failed seat-event starts: 27 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 784 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 27 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 784 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 65 DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT ============================================================ Date/Time: 2026-07-17 15:25:13 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 18 Scenario seed: -8332752414533420411 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.34% Aisle-assignment balance: 99.15% OUTCOME ------- Status: SUCCESS Completed ticks: 1259 Passengers seated: 353/353 Average waiting ticks: 593.34 Longest waiting passenger: P150->11H(RIGHT) Longest waiting ticks: 1209 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3172 Maximum occupied tiles: 16 Seat events: 175 Single-blocker events: 42 Multiple-blocker events: 24 Temporary aisle reoccupations: 95 RIGHT AISLE ----------- Total moves: 2985 Maximum occupied tiles: 13 Seat events: 178 Single-blocker events: 55 Multiple-blocker events: 26 Temporary aisle reoccupations: 113 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 148 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7954 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9621 Total stationary ticks: 216298 Seat-event requests: 380 Failed seat-event starts: 27 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 784 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 27 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 784 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 65 DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT ============================================================ Date/Time: 2026-07-17 15:25:13 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 19 Scenario seed: 5866349045608257533 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2347 Passengers seated: 230/235 Average waiting ticks: 400.83 Longest waiting passenger: P105->29D(RIGHT) Longest waiting ticks: 2279 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 6 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 6 Selected release potential total: 9 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1613 Regions dissolved: 2 Repeated reconstructions avoided: 1613 Largest region lifetime: 1570 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1570:occupied=5 Confirmation deferral ticks: 6 Regions reaching confirmation: 3 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1549 State changes reopening evaluation: 3 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1684 Maximum occupied tiles: 13 Seat events: 120 Single-blocker events: 26 Multiple-blocker events: 20 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 1708 Maximum occupied tiles: 12 Seat events: 110 Single-blocker events: 29 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1708 Reservations granted: 1708 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 4 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 6675 Longest unresolved passenger ID: 128 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 5 Longest dependency chain: P170(27E/RIGHT) -> P33(30G/RIGHT) -> P155(28G/RIGHT) -> P128(30F/RIGHT) -> P105(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 170 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 4 Total blocked ticks: 13109 Total stationary ticks: 103859 Seat-event requests: 1828 Failed seat-event starts: 1598 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 105 Critical blocker identity: P105->29D(RIGHT) Direct fan-out: 1 Total indirect descendants: 4 Critical tree size including blocker: 5 Critical tree depth: 5 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P105(29D/RIGHT/WAITING_FOR_SEAT_EVENT) P128(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P155(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P33(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P170(27E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1569 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 29 Rear-boundary failures: 1569 Middle-bank reservation failures: 0 Active-event deferrals: 562 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1826\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 65 DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT ============================================================ Date/Time: 2026-07-17 15:25:13 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 19 Scenario seed: 5866349045608257533 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 845 Passengers seated: 235/235 Average waiting ticks: 394.17 Longest waiting passenger: P133->5B(LEFT) Longest waiting ticks: 814 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 4 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 6 Selected release potential total: 9 Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P15:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 44 Regions dissolved: 2 Repeated reconstructions avoided: 44 Largest region lifetime: 34 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=12 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1684 Maximum occupied tiles: 13 Seat events: 120 Single-blocker events: 26 Multiple-blocker events: 20 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 1717 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 30 Multiple-blocker events: 13 Temporary aisle reoccupations: 58 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 142 Reservations granted: 142 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4251 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5354 Total stationary ticks: 96093 Seat-event requests: 264 Failed seat-event starts: 29 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 557 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 29 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 557 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 262\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 65 DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT ============================================================ Date/Time: 2026-07-17 15:25:13 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 19 Scenario seed: 5866349045608257533 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 845 Passengers seated: 235/235 Average waiting ticks: 394.17 Longest waiting passenger: P133->5B(LEFT) Longest waiting ticks: 814 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 4 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 6 Selected release potential total: 9 Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P15:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 44 Regions dissolved: 2 Repeated reconstructions avoided: 44 Largest region lifetime: 34 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=12 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1684 Maximum occupied tiles: 13 Seat events: 120 Single-blocker events: 26 Multiple-blocker events: 20 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 1717 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 30 Multiple-blocker events: 13 Temporary aisle reoccupations: 58 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 142 Reservations granted: 142 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4251 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5354 Total stationary ticks: 96093 Seat-event requests: 264 Failed seat-event starts: 29 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 557 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 29 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 557 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 262\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 65 DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT ============================================================ Date/Time: 2026-07-17 15:25:13 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 20 Scenario seed: 3658999535626094423 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: SUCCESS Completed ticks: 845 Passengers seated: 235/235 Average waiting ticks: 383.63 Longest waiting passenger: P59->4F(RIGHT) Longest waiting ticks: 835 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 25 Regions dissolved: 2 Repeated reconstructions avoided: 25 Largest region lifetime: 19 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=19 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1732 Maximum occupied tiles: 11 Seat events: 113 Single-blocker events: 37 Multiple-blocker events: 8 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1701 Maximum occupied tiles: 13 Seat events: 122 Single-blocker events: 27 Multiple-blocker events: 16 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 127 Reservations granted: 127 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4587 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5751 Total stationary ticks: 94043 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 587 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 587 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 65 DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT ============================================================ Date/Time: 2026-07-17 15:25:13 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 20 Scenario seed: 3658999535626094423 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: SUCCESS Completed ticks: 845 Passengers seated: 235/235 Average waiting ticks: 383.62 Longest waiting passenger: P59->4F(RIGHT) Longest waiting ticks: 835 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 25 Regions dissolved: 2 Repeated reconstructions avoided: 25 Largest region lifetime: 19 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=19 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1732 Maximum occupied tiles: 11 Seat events: 113 Single-blocker events: 37 Multiple-blocker events: 8 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1701 Maximum occupied tiles: 13 Seat events: 122 Single-blocker events: 27 Multiple-blocker events: 16 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 127 Reservations granted: 127 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4592 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5750 Total stationary ticks: 94042 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 583 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 583 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 65 DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT ============================================================ Date/Time: 2026-07-17 15:25:13 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 20 Scenario seed: 3658999535626094423 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: SUCCESS Completed ticks: 845 Passengers seated: 235/235 Average waiting ticks: 383.63 Longest waiting passenger: P59->4F(RIGHT) Longest waiting ticks: 835 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 25 Regions dissolved: 2 Repeated reconstructions avoided: 25 Largest region lifetime: 19 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=19 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1732 Maximum occupied tiles: 11 Seat events: 113 Single-blocker events: 37 Multiple-blocker events: 8 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1701 Maximum occupied tiles: 13 Seat events: 122 Single-blocker events: 27 Multiple-blocker events: 16 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 127 Reservations granted: 127 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4587 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5751 Total stationary ticks: 94043 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 587 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 587 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 65 DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT ============================================================ Date/Time: 2026-07-17 15:25:13 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 21 Scenario seed: 1778985705851435071 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1007 Passengers seated: 282/282 Average waiting ticks: 462.32 Longest waiting passenger: P199->4E(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 3 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 8 Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 49 Regions dissolved: 2 Repeated reconstructions avoided: 49 Largest region lifetime: 35 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=35 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2228 Maximum occupied tiles: 13 Seat events: 144 Single-blocker events: 35 Multiple-blocker events: 10 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 2144 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 37 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 103 Reservations granted: 103 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5798 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7265 Total stationary ticks: 135403 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 719 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 719 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 65 DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT ============================================================ Date/Time: 2026-07-17 15:25:13 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 21 Scenario seed: 1778985705851435071 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1007 Passengers seated: 282/282 Average waiting ticks: 462.32 Longest waiting passenger: P199->4E(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 3 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 8 Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 49 Regions dissolved: 2 Repeated reconstructions avoided: 49 Largest region lifetime: 35 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=35 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2228 Maximum occupied tiles: 13 Seat events: 144 Single-blocker events: 35 Multiple-blocker events: 10 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 2144 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 37 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 103 Reservations granted: 103 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5798 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7265 Total stationary ticks: 135403 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 719 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 719 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 65 DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT ============================================================ Date/Time: 2026-07-17 15:25:13 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 21 Scenario seed: 1778985705851435071 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1007 Passengers seated: 282/282 Average waiting ticks: 462.32 Longest waiting passenger: P199->4E(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 3 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 8 Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 49 Regions dissolved: 2 Repeated reconstructions avoided: 49 Largest region lifetime: 35 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=35 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2228 Maximum occupied tiles: 13 Seat events: 144 Single-blocker events: 35 Multiple-blocker events: 10 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 2144 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 37 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 103 Reservations granted: 103 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5798 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7265 Total stationary ticks: 135403 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 719 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 719 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 65 DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT ============================================================ Date/Time: 2026-07-17 15:25:13 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 22 Scenario seed: 4203521108576778203 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.14% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2482 Passengers seated: 270/282 Average waiting ticks: 472.84 Longest waiting passenger: P277->30F(LEFT) Longest waiting ticks: 2442 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 13 Cluster candidates evaluated: 14 Executable cluster candidates: 1 Rejected cluster candidates: 13 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 12 Selected release potential total: 2 Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1645 Regions dissolved: 1 Repeated reconstructions avoided: 1645 Largest region lifetime: 1638 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1638:occupied=12 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1562 State changes reopening evaluation: 12 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2166 Maximum occupied tiles: 17 Seat events: 132 Single-blocker events: 38 Multiple-blocker events: 13 Temporary aisle reoccupations: 64 RIGHT AISLE ----------- Total moves: 2158 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 18 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1758 Reservations granted: 1751 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 10 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 16258 Longest unresolved passenger ID: 48 Longest unresolved row: 31 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 11 Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 75 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 10 Total blocked ticks: 26140 Total stationary ticks: 153459 Seat-event requests: 1940 Failed seat-event starts: 1670 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 277 Critical blocker identity: P277->30F(LEFT) Direct fan-out: 1 Total indirect descendants: 10 Critical tree size including blocker: 11 Critical tree depth: 11 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 12 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P277(30F/LEFT/WAITING_FOR_SEAT_EVENT) P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1669 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 31|32 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: 48 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1669 Rear-boundary failures: 1 Middle-bank reservation failures: 7 Active-event deferrals: 1100 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P48->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 31|32 Current unavailable yield tiles: 31 Current yield-tile occupants: 48 Final row-event chain: 277|48 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 65 DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT ============================================================ Date/Time: 2026-07-17 15:25:13 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 22 Scenario seed: 4203521108576778203 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.14% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2482 Passengers seated: 270/282 Average waiting ticks: 472.87 Longest waiting passenger: P277->30F(LEFT) Longest waiting ticks: 2442 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 11 Cluster candidates evaluated: 12 Executable cluster candidates: 1 Rejected cluster candidates: 11 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 12 Selected release potential total: 2 Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1645 Regions dissolved: 1 Repeated reconstructions avoided: 1645 Largest region lifetime: 1638 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1638:occupied=12 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1564 State changes reopening evaluation: 10 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2166 Maximum occupied tiles: 17 Seat events: 132 Single-blocker events: 38 Multiple-blocker events: 13 Temporary aisle reoccupations: 64 RIGHT AISLE ----------- Total moves: 2158 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 18 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1758 Reservations granted: 1751 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 10 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 16243 Longest unresolved passenger ID: 48 Longest unresolved row: 31 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 11 Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 75 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 10 Total blocked ticks: 26119 Total stationary ticks: 153453 Seat-event requests: 1940 Failed seat-event starts: 1670 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 277 Critical blocker identity: P277->30F(LEFT) Direct fan-out: 1 Total indirect descendants: 10 Critical tree size including blocker: 11 Critical tree depth: 11 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 12 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P277(30F/LEFT/WAITING_FOR_SEAT_EVENT) P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1669 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 31|32 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: 48 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1669 Rear-boundary failures: 1 Middle-bank reservation failures: 7 Active-event deferrals: 1095 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P48->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 31|32 Current unavailable yield tiles: 31 Current yield-tile occupants: 48 Final row-event chain: 277|48 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 65 DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT ============================================================ Date/Time: 2026-07-17 15:25:13 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 22 Scenario seed: 4203521108576778203 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 30.14% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2482 Passengers seated: 270/282 Average waiting ticks: 472.87 Longest waiting passenger: P277->30F(LEFT) Longest waiting ticks: 2442 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 11 Cluster candidates evaluated: 12 Executable cluster candidates: 1 Rejected cluster candidates: 11 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 12 Selected release potential total: 2 Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1645 Regions dissolved: 1 Repeated reconstructions avoided: 1645 Largest region lifetime: 1638 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1638:occupied=12 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1564 State changes reopening evaluation: 10 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2166 Maximum occupied tiles: 17 Seat events: 132 Single-blocker events: 38 Multiple-blocker events: 13 Temporary aisle reoccupations: 64 RIGHT AISLE ----------- Total moves: 2158 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 18 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1758 Reservations granted: 1751 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 10 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 16243 Longest unresolved passenger ID: 48 Longest unresolved row: 31 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 11 Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 75 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 10 Total blocked ticks: 26119 Total stationary ticks: 153453 Seat-event requests: 1940 Failed seat-event starts: 1670 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 277 Critical blocker identity: P277->30F(LEFT) Direct fan-out: 1 Total indirect descendants: 10 Critical tree size including blocker: 11 Critical tree depth: 11 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 12 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P277(30F/LEFT/WAITING_FOR_SEAT_EVENT) P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1669 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 31|32 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: 48 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1669 Rear-boundary failures: 1 Middle-bank reservation failures: 7 Active-event deferrals: 1095 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P48->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 31|32 Current unavailable yield tiles: 31 Current yield-tile occupants: 48 Final row-event chain: 277|48 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 65 DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT ============================================================ Date/Time: 2026-07-17 15:25:13 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 23 Scenario seed: -3947160987031988780 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2313 Passengers seated: 230/235 Average waiting ticks: 405.99 Longest waiting passenger: P174->17F(LEFT) Longest waiting ticks: 2271 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=11 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1769 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 21 Multiple-blocker events: 9 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1662 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 30 Multiple-blocker events: 14 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1615 Reservations granted: 1615 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 6610 Longest unresolved passenger ID: 206 Longest unresolved row: 26 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 206 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 13157 Total stationary ticks: 100829 Seat-event requests: 1735 Failed seat-event starts: 1505 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 29 Critical blocker identity: P29->21A(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P29(21A/LEFT/WAITING_FOR_SEAT_EVENT) P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1505 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 3 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1505 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_SPACE_AVAILABLE Final snapshot prerequisite: YIELD_SPACE_AVAILABLE Current required blockers: 1 Current required yield tiles: 22 Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: YIELD_SPACE_AVAILABLE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 65 DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT ============================================================ Date/Time: 2026-07-17 15:25:13 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 23 Scenario seed: -3947160987031988780 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2313 Passengers seated: 230/235 Average waiting ticks: 405.99 Longest waiting passenger: P174->17F(LEFT) Longest waiting ticks: 2271 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=11 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1769 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 21 Multiple-blocker events: 9 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1662 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 30 Multiple-blocker events: 14 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1615 Reservations granted: 1615 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 6610 Longest unresolved passenger ID: 206 Longest unresolved row: 26 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 206 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 13157 Total stationary ticks: 100829 Seat-event requests: 1735 Failed seat-event starts: 1505 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 29 Critical blocker identity: P29->21A(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P29(21A/LEFT/WAITING_FOR_SEAT_EVENT) P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1505 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 3 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1505 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_SPACE_AVAILABLE Final snapshot prerequisite: YIELD_SPACE_AVAILABLE Current required blockers: 1 Current required yield tiles: 22 Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: YIELD_SPACE_AVAILABLE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 65 DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT ============================================================ Date/Time: 2026-07-17 15:25:13 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 23 Scenario seed: -3947160987031988780 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2313 Passengers seated: 230/235 Average waiting ticks: 405.99 Longest waiting passenger: P174->17F(LEFT) Longest waiting ticks: 2271 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=11 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1769 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 21 Multiple-blocker events: 9 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1662 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 30 Multiple-blocker events: 14 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1615 Reservations granted: 1615 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 6610 Longest unresolved passenger ID: 206 Longest unresolved row: 26 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 206 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 13157 Total stationary ticks: 100829 Seat-event requests: 1735 Failed seat-event starts: 1505 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 29 Critical blocker identity: P29->21A(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P29(21A/LEFT/WAITING_FOR_SEAT_EVENT) P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1505 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 3 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1505 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_SPACE_AVAILABLE Final snapshot prerequisite: YIELD_SPACE_AVAILABLE Current required blockers: 1 Current required yield tiles: 22 Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: YIELD_SPACE_AVAILABLE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 65 DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT ============================================================ Date/Time: 2026-07-17 15:25:13 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 24 Scenario seed: 4419539434258219231 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2333 Passengers seated: 233/235 Average waiting ticks: 387.31 Longest waiting passenger: P149->29D(RIGHT) Longest waiting ticks: 2259 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1678 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1737 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 24 Multiple-blocker events: 11 Temporary aisle reoccupations: 46 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1650 Reservations granted: 1646 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4313 Longest unresolved passenger ID: 20 Longest unresolved row: 29 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 20 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 8439 Total stationary ticks: 96156 Seat-event requests: 1764 Failed seat-event starts: 1531 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 149 Critical blocker identity: P149->29D(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT) P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1526 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 5 Rear-boundary failures: 1526 Middle-bank reservation failures: 4 Active-event deferrals: 545 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 65 DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT ============================================================ Date/Time: 2026-07-17 15:25:13 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 24 Scenario seed: 4419539434258219231 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2333 Passengers seated: 233/235 Average waiting ticks: 387.32 Longest waiting passenger: P149->29D(RIGHT) Longest waiting ticks: 2259 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1678 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1737 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 24 Multiple-blocker events: 11 Temporary aisle reoccupations: 46 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1650 Reservations granted: 1646 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4308 Longest unresolved passenger ID: 20 Longest unresolved row: 29 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 20 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 8438 Total stationary ticks: 96155 Seat-event requests: 1764 Failed seat-event starts: 1531 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 149 Critical blocker identity: P149->29D(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT) P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1526 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 5 Rear-boundary failures: 1526 Middle-bank reservation failures: 4 Active-event deferrals: 546 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 65 DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT ============================================================ Date/Time: 2026-07-17 15:25:13 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 24 Scenario seed: 4419539434258219231 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2333 Passengers seated: 233/235 Average waiting ticks: 387.31 Longest waiting passenger: P149->29D(RIGHT) Longest waiting ticks: 2259 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1678 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1737 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 24 Multiple-blocker events: 11 Temporary aisle reoccupations: 46 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1650 Reservations granted: 1646 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4313 Longest unresolved passenger ID: 20 Longest unresolved row: 29 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 20 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 8439 Total stationary ticks: 96156 Seat-event requests: 1764 Failed seat-event starts: 1531 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 149 Critical blocker identity: P149->29D(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT) P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1526 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 5 Rear-boundary failures: 1526 Middle-bank reservation failures: 4 Active-event deferrals: 545 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 65 DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT ============================================================ Date/Time: 2026-07-17 15:25:13 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 25 Scenario seed: 6293055855285553556 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 94.47% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2324 Passengers seated: 225/235 Average waiting ticks: 403.89 Longest waiting passenger: P83->29H(RIGHT) Longest waiting ticks: 2280 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 11 Cluster candidates evaluated: 12 Executable cluster candidates: 1 Rejected cluster candidates: 11 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 10 Selected release potential total: 2 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1684 Regions dissolved: 1 Repeated reconstructions avoided: 1684 Largest region lifetime: 1673 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1673:occupied=10 Confirmation deferral ticks: 3 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1540 State changes reopening evaluation: 10 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1568 Maximum occupied tiles: 12 Seat events: 111 Single-blocker events: 38 Multiple-blocker events: 5 Temporary aisle reoccupations: 50 RIGHT AISLE ----------- Total moves: 1823 Maximum occupied tiles: 16 Seat events: 114 Single-blocker events: 32 Multiple-blocker events: 10 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 122 Reservations granted: 120 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 8 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 12770 Longest unresolved passenger ID: 219 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 9 Longest dependency chain: P122(28F/RIGHT) -> P197(26G/RIGHT) -> P3(24H/RIGHT) -> P109(27C/RIGHT) -> P38(26C/RIGHT) -> P207(28H/RIGHT) -> P15(30H/RIGHT) -> P219(30G/RIGHT) -> P83(29H/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 122 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 8 Total blocked ticks: 20545 Total stationary ticks: 110417 Seat-event requests: 1790 Failed seat-event starts: 1565 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 83 Critical blocker identity: P83->29H(RIGHT) Direct fan-out: 1 Total indirect descendants: 8 Critical tree size including blocker: 9 Critical tree depth: 9 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 10 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P83(29H/RIGHT/WAITING_FOR_SEAT_EVENT) P219(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P15(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P207(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P38(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P109(27C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P3(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P197(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P122(28F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1565 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 123 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1565 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 677 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[123]: P123(30D/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P123->30D(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P123{seat=30D,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=623,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 30 Current unavailable yield tiles: 30 Current yield-tile occupants: 123 Final row-event chain: 83|123 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1791\nPrecedence substitutions made: 0\nDependency chains followed: 1555\nBlocked by waiting-row occupant: 1555\nSubstituted events started: 1\nOccupied-space rejections: 1566\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 65 DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT ============================================================ Date/Time: 2026-07-17 15:25:13 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 25 Scenario seed: 6293055855285553556 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 94.47% OUTCOME ------- Status: SUCCESS Completed ticks: 891 Passengers seated: 235/235 Average waiting ticks: 391.23 Longest waiting passenger: P122->28F(RIGHT) Longest waiting ticks: 823 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles8-10:occupied=3:anchor=P58:selected=P45:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1568 Maximum occupied tiles: 12 Seat events: 111 Single-blocker events: 37 Multiple-blocker events: 6 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 1846 Maximum occupied tiles: 12 Seat events: 124 Single-blocker events: 37 Multiple-blocker events: 12 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 125 Reservations granted: 123 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4149 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5109 Total stationary ticks: 95294 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 493 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 493 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 65 DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT ============================================================ Date/Time: 2026-07-17 15:25:13 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 25 Scenario seed: 6293055855285553556 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 94.47% OUTCOME ------- Status: SUCCESS Completed ticks: 891 Passengers seated: 235/235 Average waiting ticks: 391.23 Longest waiting passenger: P122->28F(RIGHT) Longest waiting ticks: 823 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles8-10:occupied=3:anchor=P58:selected=P45:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1568 Maximum occupied tiles: 12 Seat events: 111 Single-blocker events: 37 Multiple-blocker events: 6 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 1846 Maximum occupied tiles: 12 Seat events: 124 Single-blocker events: 37 Multiple-blocker events: 12 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 125 Reservations granted: 123 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4149 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5109 Total stationary ticks: 95294 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 493 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 493 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 65 DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT ============================================================ Date/Time: 2026-07-17 15:25:13 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 26 Scenario seed: -9074491549561652642 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 989 Passengers seated: 282/282 Average waiting ticks: 460.29 Longest waiting passenger: P129->11D(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2133 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 48 Multiple-blocker events: 11 Temporary aisle reoccupations: 70 RIGHT AISLE ----------- Total moves: 2221 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 42 Multiple-blocker events: 9 Temporary aisle reoccupations: 60 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 98 Reservations granted: 94 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5689 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6912 Total stationary ticks: 134633 Seat-event requests: 288 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 593 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 593 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 65 DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT ============================================================ Date/Time: 2026-07-17 15:25:13 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 26 Scenario seed: -9074491549561652642 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 989 Passengers seated: 282/282 Average waiting ticks: 460.30 Longest waiting passenger: P129->11D(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2133 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 48 Multiple-blocker events: 11 Temporary aisle reoccupations: 70 RIGHT AISLE ----------- Total moves: 2221 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 42 Multiple-blocker events: 9 Temporary aisle reoccupations: 60 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 98 Reservations granted: 94 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5694 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6912 Total stationary ticks: 134633 Seat-event requests: 288 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 595 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 595 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 65 DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT ============================================================ Date/Time: 2026-07-17 15:25:13 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 26 Scenario seed: -9074491549561652642 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 989 Passengers seated: 282/282 Average waiting ticks: 460.29 Longest waiting passenger: P129->11D(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2133 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 48 Multiple-blocker events: 11 Temporary aisle reoccupations: 70 RIGHT AISLE ----------- Total moves: 2221 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 42 Multiple-blocker events: 9 Temporary aisle reoccupations: 60 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 98 Reservations granted: 94 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5689 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6912 Total stationary ticks: 134633 Seat-event requests: 288 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 593 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 593 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 65 DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT ============================================================ Date/Time: 2026-07-17 15:25:13 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 27 Scenario seed: -9036946652584501975 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2336 Passengers seated: 229/235 Average waiting ticks: 417.88 Longest waiting passenger: P71->8C(RIGHT) Longest waiting ticks: 2318 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1532 Regions dissolved: 1 Repeated reconstructions avoided: 1532 Largest region lifetime: 1521 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1521:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1518 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1681 Maximum occupied tiles: 12 Seat events: 117 Single-blocker events: 32 Multiple-blocker events: 11 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1689 Maximum occupied tiles: 11 Seat events: 112 Single-blocker events: 29 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1651 Reservations granted: 1647 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 5160 Longest unresolved passenger ID: 129 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 186 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14019 Total stationary ticks: 105901 Seat-event requests: 1762 Failed seat-event starts: 1533 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 71 Critical blocker identity: P71->8C(RIGHT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 6 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT) P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1533 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 9|10|11 Critical blocker unavailable yield tiles: 11 Critical blocker yield-tile occupants: 129 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1533 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 512 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P78->12H(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 9|10|11 Current unavailable yield tiles: 11 Current yield-tile occupants: 129 Final row-event chain: 71|129|78 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 65 DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT ============================================================ Date/Time: 2026-07-17 15:25:14 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 27 Scenario seed: -9036946652584501975 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2336 Passengers seated: 229/235 Average waiting ticks: 417.88 Longest waiting passenger: P71->8C(RIGHT) Longest waiting ticks: 2318 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1532 Regions dissolved: 1 Repeated reconstructions avoided: 1532 Largest region lifetime: 1521 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1521:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1518 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1681 Maximum occupied tiles: 12 Seat events: 117 Single-blocker events: 32 Multiple-blocker events: 11 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1689 Maximum occupied tiles: 11 Seat events: 112 Single-blocker events: 29 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1651 Reservations granted: 1647 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 5160 Longest unresolved passenger ID: 129 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 186 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14019 Total stationary ticks: 105901 Seat-event requests: 1762 Failed seat-event starts: 1533 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 71 Critical blocker identity: P71->8C(RIGHT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 6 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT) P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1533 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 9|10|11 Critical blocker unavailable yield tiles: 11 Critical blocker yield-tile occupants: 129 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1533 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 512 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P78->12H(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 9|10|11 Current unavailable yield tiles: 11 Current yield-tile occupants: 129 Final row-event chain: 71|129|78 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 65 DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT ============================================================ Date/Time: 2026-07-17 15:25:14 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 27 Scenario seed: -9036946652584501975 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2336 Passengers seated: 229/235 Average waiting ticks: 417.88 Longest waiting passenger: P71->8C(RIGHT) Longest waiting ticks: 2318 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1532 Regions dissolved: 1 Repeated reconstructions avoided: 1532 Largest region lifetime: 1521 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1521:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1518 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1681 Maximum occupied tiles: 12 Seat events: 117 Single-blocker events: 32 Multiple-blocker events: 11 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1689 Maximum occupied tiles: 11 Seat events: 112 Single-blocker events: 29 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1651 Reservations granted: 1647 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 5160 Longest unresolved passenger ID: 129 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 186 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14019 Total stationary ticks: 105901 Seat-event requests: 1762 Failed seat-event starts: 1533 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 71 Critical blocker identity: P71->8C(RIGHT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 6 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT) P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1533 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 9|10|11 Critical blocker unavailable yield tiles: 11 Critical blocker yield-tile occupants: 129 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1533 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 512 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P78->12H(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 9|10|11 Current unavailable yield tiles: 11 Current yield-tile occupants: 129 Final row-event chain: 71|129|78 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 65 DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT ============================================================ Date/Time: 2026-07-17 15:25:14 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 28 Scenario seed: 3854657311787069719 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 99.57% OUTCOME ------- Status: SUCCESS Completed ticks: 846 Passengers seated: 235/235 Average waiting ticks: 387.29 Longest waiting passenger: P209->24H(RIGHT) Longest waiting ticks: 791 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 17 Regions dissolved: 1 Repeated reconstructions avoided: 17 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=18 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1630 Maximum occupied tiles: 11 Seat events: 117 Single-blocker events: 29 Multiple-blocker events: 8 Temporary aisle reoccupations: 46 RIGHT AISLE ----------- Total moves: 1792 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 34 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 130 Reservations granted: 128 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4304 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5385 Total stationary ticks: 94620 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 509 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 509 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 65 DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT ============================================================ Date/Time: 2026-07-17 15:25:14 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 28 Scenario seed: 3854657311787069719 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 99.57% OUTCOME ------- Status: SUCCESS Completed ticks: 846 Passengers seated: 235/235 Average waiting ticks: 387.29 Longest waiting passenger: P209->24H(RIGHT) Longest waiting ticks: 791 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 17 Regions dissolved: 1 Repeated reconstructions avoided: 17 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=18 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1630 Maximum occupied tiles: 11 Seat events: 117 Single-blocker events: 29 Multiple-blocker events: 8 Temporary aisle reoccupations: 46 RIGHT AISLE ----------- Total moves: 1792 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 34 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 130 Reservations granted: 128 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4303 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5384 Total stationary ticks: 94620 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 509 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 509 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 65 DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT ============================================================ Date/Time: 2026-07-17 15:25:14 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 28 Scenario seed: 3854657311787069719 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 99.57% OUTCOME ------- Status: SUCCESS Completed ticks: 846 Passengers seated: 235/235 Average waiting ticks: 387.29 Longest waiting passenger: P209->24H(RIGHT) Longest waiting ticks: 791 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 17 Regions dissolved: 1 Repeated reconstructions avoided: 17 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=18 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1630 Maximum occupied tiles: 11 Seat events: 117 Single-blocker events: 29 Multiple-blocker events: 8 Temporary aisle reoccupations: 46 RIGHT AISLE ----------- Total moves: 1792 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 34 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 130 Reservations granted: 128 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4304 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5385 Total stationary ticks: 94620 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 509 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 509 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 65 DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT ============================================================ Date/Time: 2026-07-17 15:25:14 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 29 Scenario seed: -4567754299527007339 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 91.06% OUTCOME ------- Status: SUCCESS Completed ticks: 902 Passengers seated: 235/235 Average waiting ticks: 390.21 Longest waiting passenger: P72->10D(LEFT) Longest waiting ticks: 865 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 21 Regions dissolved: 1 Repeated reconstructions avoided: 21 Largest region lifetime: 22 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=22 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1777 Maximum occupied tiles: 11 Seat events: 128 Single-blocker events: 25 Multiple-blocker events: 19 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 1611 Maximum occupied tiles: 11 Seat events: 107 Single-blocker events: 31 Multiple-blocker events: 4 Temporary aisle reoccupations: 39 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 128 Reservations granted: 125 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4209 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5267 Total stationary ticks: 95173 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 540 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 65 DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT ============================================================ Date/Time: 2026-07-17 15:25:14 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 29 Scenario seed: -4567754299527007339 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 91.06% OUTCOME ------- Status: SUCCESS Completed ticks: 902 Passengers seated: 235/235 Average waiting ticks: 390.21 Longest waiting passenger: P72->10D(LEFT) Longest waiting ticks: 865 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 21 Regions dissolved: 1 Repeated reconstructions avoided: 21 Largest region lifetime: 22 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=22 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1777 Maximum occupied tiles: 11 Seat events: 128 Single-blocker events: 25 Multiple-blocker events: 19 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 1611 Maximum occupied tiles: 11 Seat events: 107 Single-blocker events: 31 Multiple-blocker events: 4 Temporary aisle reoccupations: 39 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 128 Reservations granted: 125 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4209 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5267 Total stationary ticks: 95173 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 540 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 65 DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT ============================================================ Date/Time: 2026-07-17 15:25:14 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 29 Scenario seed: -4567754299527007339 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 91.06% OUTCOME ------- Status: SUCCESS Completed ticks: 902 Passengers seated: 235/235 Average waiting ticks: 390.21 Longest waiting passenger: P72->10D(LEFT) Longest waiting ticks: 865 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 21 Regions dissolved: 1 Repeated reconstructions avoided: 21 Largest region lifetime: 22 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=22 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1777 Maximum occupied tiles: 11 Seat events: 128 Single-blocker events: 25 Multiple-blocker events: 19 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 1611 Maximum occupied tiles: 11 Seat events: 107 Single-blocker events: 31 Multiple-blocker events: 4 Temporary aisle reoccupations: 39 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 128 Reservations granted: 125 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4209 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5267 Total stationary ticks: 95173 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 540 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 65 DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT ============================================================ Date/Time: 2026-07-17 15:25:14 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 30 Scenario seed: 3367915316291643157 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 869 Passengers seated: 235/235 Average waiting ticks: 394.64 Longest waiting passenger: P74->3A(LEFT) Longest waiting ticks: 817 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1723 Maximum occupied tiles: 11 Seat events: 119 Single-blocker events: 29 Multiple-blocker events: 14 Temporary aisle reoccupations: 61 RIGHT AISLE ----------- Total moves: 1665 Maximum occupied tiles: 11 Seat events: 116 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 124 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3914 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5047 Total stationary ticks: 95938 Seat-event requests: 243 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 572 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 7 Active-event deferrals: 572 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 65 DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT ============================================================ Date/Time: 2026-07-17 15:25:14 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 30 Scenario seed: 3367915316291643157 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 869 Passengers seated: 235/235 Average waiting ticks: 394.64 Longest waiting passenger: P74->3A(LEFT) Longest waiting ticks: 817 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1723 Maximum occupied tiles: 11 Seat events: 119 Single-blocker events: 29 Multiple-blocker events: 14 Temporary aisle reoccupations: 61 RIGHT AISLE ----------- Total moves: 1665 Maximum occupied tiles: 11 Seat events: 116 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 124 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3914 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5047 Total stationary ticks: 95938 Seat-event requests: 243 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 572 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 7 Active-event deferrals: 572 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 65 DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT ============================================================ Date/Time: 2026-07-17 15:25:14 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 30 Scenario seed: 3367915316291643157 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 869 Passengers seated: 235/235 Average waiting ticks: 394.64 Longest waiting passenger: P74->3A(LEFT) Longest waiting ticks: 817 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1723 Maximum occupied tiles: 11 Seat events: 119 Single-blocker events: 29 Multiple-blocker events: 14 Temporary aisle reoccupations: 61 RIGHT AISLE ----------- Total moves: 1665 Maximum occupied tiles: 11 Seat events: 116 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 124 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3914 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5047 Total stationary ticks: 95938 Seat-event requests: 243 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 572 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 7 Active-event deferrals: 572 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n ************************************************************ BATCH EXPERIMENT SUMMARY RESEARCH EXPERIMENT 65 DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT ************************************************************ Experiment seed: 9783790101901 Scenarios executed: 90 Successful completions: 66 Incomplete/MAX_TICKS: 24 Average completed ticks: 1367.00 Average waiting ticks: 460.14 ************************************************************ ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 66 CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT ============================================================ Date/Time: 2026-07-17 15:57:28 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 1 Scenario seed: 3055370766012738473 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 842 Passengers seated: 235/235 Average waiting ticks: 381.71 Longest waiting passenger: P14->4G(RIGHT) Longest waiting ticks: 802 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 31 Regions dissolved: 3 Repeated reconstructions avoided: 31 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 0 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1605 Maximum occupied tiles: 13 Seat events: 114 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 56 RIGHT AISLE ----------- Total moves: 1759 Maximum occupied tiles: 13 Seat events: 121 Single-blocker events: 28 Multiple-blocker events: 11 Temporary aisle reoccupations: 53 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 129 Reservations granted: 129 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4378 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5526 Total stationary ticks: 93373 Seat-event requests: 249 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 592 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 592 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 66 CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT ============================================================ Date/Time: 2026-07-17 15:57:28 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 1 Scenario seed: 3055370766012738473 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 842 Passengers seated: 235/235 Average waiting ticks: 381.71 Longest waiting passenger: P14->4G(RIGHT) Longest waiting ticks: 802 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 31 Regions dissolved: 3 Repeated reconstructions avoided: 31 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 0 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1605 Maximum occupied tiles: 13 Seat events: 114 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 56 RIGHT AISLE ----------- Total moves: 1759 Maximum occupied tiles: 13 Seat events: 121 Single-blocker events: 28 Multiple-blocker events: 11 Temporary aisle reoccupations: 53 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 129 Reservations granted: 129 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4378 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5526 Total stationary ticks: 93373 Seat-event requests: 249 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 592 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 592 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 66 CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT ============================================================ Date/Time: 2026-07-17 15:57:28 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 1 Scenario seed: 3055370766012738473 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 842 Passengers seated: 235/235 Average waiting ticks: 381.71 Longest waiting passenger: P14->4G(RIGHT) Longest waiting ticks: 802 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 31 Regions dissolved: 3 Repeated reconstructions avoided: 31 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 0 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1605 Maximum occupied tiles: 13 Seat events: 114 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 56 RIGHT AISLE ----------- Total moves: 1759 Maximum occupied tiles: 13 Seat events: 121 Single-blocker events: 28 Multiple-blocker events: 11 Temporary aisle reoccupations: 53 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 129 Reservations granted: 129 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4378 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5526 Total stationary ticks: 93373 Seat-event requests: 249 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 592 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 592 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 66 CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT ============================================================ Date/Time: 2026-07-17 15:57:28 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 2 Scenario seed: -5861873949581201790 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 461.78 Longest waiting passenger: P176->13G(RIGHT) Longest waiting ticks: 940 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2124 Maximum occupied tiles: 12 Seat events: 140 Single-blocker events: 52 Multiple-blocker events: 12 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2238 Maximum occupied tiles: 13 Seat events: 142 Single-blocker events: 33 Multiple-blocker events: 24 Temporary aisle reoccupations: 81 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 99 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5604 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6986 Total stationary ticks: 134989 Seat-event requests: 296 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 657 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 657 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 66 CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT ============================================================ Date/Time: 2026-07-17 15:57:28 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 2 Scenario seed: -5861873949581201790 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 461.78 Longest waiting passenger: P176->13G(RIGHT) Longest waiting ticks: 940 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2124 Maximum occupied tiles: 12 Seat events: 140 Single-blocker events: 52 Multiple-blocker events: 12 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2238 Maximum occupied tiles: 13 Seat events: 142 Single-blocker events: 33 Multiple-blocker events: 24 Temporary aisle reoccupations: 81 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 99 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5604 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6986 Total stationary ticks: 134989 Seat-event requests: 296 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 657 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 657 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 66 CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT ============================================================ Date/Time: 2026-07-17 15:57:28 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 2 Scenario seed: -5861873949581201790 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 461.78 Longest waiting passenger: P176->13G(RIGHT) Longest waiting ticks: 940 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2124 Maximum occupied tiles: 12 Seat events: 140 Single-blocker events: 52 Multiple-blocker events: 12 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2238 Maximum occupied tiles: 13 Seat events: 142 Single-blocker events: 33 Multiple-blocker events: 24 Temporary aisle reoccupations: 81 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 99 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5604 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6986 Total stationary ticks: 134989 Seat-event requests: 296 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 657 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 657 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 66 CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT ============================================================ Date/Time: 2026-07-17 15:57:28 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 3 Scenario seed: 6413959567787430862 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 99.72% OUTCOME ------- Status: SUCCESS Completed ticks: 1255 Passengers seated: 353/353 Average waiting ticks: 584.28 Longest waiting passenger: P110->21D(LEFT) Longest waiting ticks: 1200 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 51 Regions dissolved: 4 Repeated reconstructions avoided: 51 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=11 Confirmation deferral ticks: 5 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3168 Maximum occupied tiles: 14 Seat events: 177 Single-blocker events: 45 Multiple-blocker events: 29 Temporary aisle reoccupations: 109 RIGHT AISLE ----------- Total moves: 3052 Maximum occupied tiles: 13 Seat events: 176 Single-blocker events: 53 Multiple-blocker events: 27 Temporary aisle reoccupations: 112 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 159 Reservations granted: 157 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8069 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9772 Total stationary ticks: 213222 Seat-event requests: 381 Failed seat-event starts: 28 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 782 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 28 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 782 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 66 CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT ============================================================ Date/Time: 2026-07-17 15:57:28 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 3 Scenario seed: 6413959567787430862 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 99.72% OUTCOME ------- Status: SUCCESS Completed ticks: 1255 Passengers seated: 353/353 Average waiting ticks: 584.23 Longest waiting passenger: P110->21D(LEFT) Longest waiting ticks: 1200 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 51 Regions dissolved: 4 Repeated reconstructions avoided: 51 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=11 Confirmation deferral ticks: 5 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3168 Maximum occupied tiles: 14 Seat events: 177 Single-blocker events: 45 Multiple-blocker events: 29 Temporary aisle reoccupations: 109 RIGHT AISLE ----------- Total moves: 3052 Maximum occupied tiles: 13 Seat events: 176 Single-blocker events: 53 Multiple-blocker events: 27 Temporary aisle reoccupations: 112 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 159 Reservations granted: 157 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8079 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9784 Total stationary ticks: 213224 Seat-event requests: 381 Failed seat-event starts: 28 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 775 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 28 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 775 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 66 CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT ============================================================ Date/Time: 2026-07-17 15:57:28 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 3 Scenario seed: 6413959567787430862 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 99.72% OUTCOME ------- Status: SUCCESS Completed ticks: 1255 Passengers seated: 353/353 Average waiting ticks: 584.23 Longest waiting passenger: P110->21D(LEFT) Longest waiting ticks: 1200 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 51 Regions dissolved: 4 Repeated reconstructions avoided: 51 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=11 Confirmation deferral ticks: 5 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3168 Maximum occupied tiles: 14 Seat events: 177 Single-blocker events: 45 Multiple-blocker events: 29 Temporary aisle reoccupations: 109 RIGHT AISLE ----------- Total moves: 3052 Maximum occupied tiles: 13 Seat events: 176 Single-blocker events: 53 Multiple-blocker events: 27 Temporary aisle reoccupations: 112 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 159 Reservations granted: 157 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8079 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9784 Total stationary ticks: 213224 Seat-event requests: 381 Failed seat-event starts: 28 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 775 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 28 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 775 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 66 CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT ============================================================ Date/Time: 2026-07-17 15:57:28 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 4 Scenario seed: -6874954252876456991 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2294 Passengers seated: 169/235 Average waiting ticks: 811.85 Longest waiting passenger: P2->16C(RIGHT) Longest waiting ticks: 2294 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 4 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1889 Regions dissolved: 0 Repeated reconstructions avoided: 1889 Largest region lifetime: 1890 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1890:occupied=4 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1887 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1607 Maximum occupied tiles: 13 Seat events: 113 Single-blocker events: 31 Multiple-blocker events: 9 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 914 Maximum occupied tiles: 12 Seat events: 56 Single-blocker events: 9 Multiple-blocker events: 1 Temporary aisle reoccupations: 11 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1981 Reservations granted: 1976 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 57 Remaining moving in aisle: 6 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 11640 Longest unresolved passenger ID: 2 Longest unresolved row: 16 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 109 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 6 Total blocked ticks: 20936 Total stationary ticks: 204785 Seat-event requests: 2064 Failed seat-event starts: 1895 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 169 Critical blocker identity: P169->4C(RIGHT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 9 Unresolved outside passengers: 57 Unresolved internal passengers outside critical tree: 5 Critical blocker tree: P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT) P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1895 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 5|6|7 Critical blocker unavailable yield tiles: 7 Critical blocker yield-tile occupants: 165 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1895 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 388 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P53->8E(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 5|6|7 Current unavailable yield tiles: 7 Current yield-tile occupants: 165 Final row-event chain: 169|165|53 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 66 CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT ============================================================ Date/Time: 2026-07-17 15:57:28 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 4 Scenario seed: -6874954252876456991 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2294 Passengers seated: 169/235 Average waiting ticks: 811.85 Longest waiting passenger: P2->16C(RIGHT) Longest waiting ticks: 2294 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 4 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1889 Regions dissolved: 0 Repeated reconstructions avoided: 1889 Largest region lifetime: 1890 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1890:occupied=4 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1887 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1607 Maximum occupied tiles: 13 Seat events: 113 Single-blocker events: 31 Multiple-blocker events: 9 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 914 Maximum occupied tiles: 12 Seat events: 56 Single-blocker events: 9 Multiple-blocker events: 1 Temporary aisle reoccupations: 11 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1981 Reservations granted: 1976 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 57 Remaining moving in aisle: 6 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 11640 Longest unresolved passenger ID: 2 Longest unresolved row: 16 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 109 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 6 Total blocked ticks: 20922 Total stationary ticks: 204781 Seat-event requests: 2064 Failed seat-event starts: 1895 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 169 Critical blocker identity: P169->4C(RIGHT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 9 Unresolved outside passengers: 57 Unresolved internal passengers outside critical tree: 5 Critical blocker tree: P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT) P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1895 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 5|6|7 Critical blocker unavailable yield tiles: 7 Critical blocker yield-tile occupants: 165 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1895 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 380 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P53->8E(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 5|6|7 Current unavailable yield tiles: 7 Current yield-tile occupants: 165 Final row-event chain: 169|165|53 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 66 CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT ============================================================ Date/Time: 2026-07-17 15:57:28 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 4 Scenario seed: -6874954252876456991 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2294 Passengers seated: 169/235 Average waiting ticks: 811.85 Longest waiting passenger: P2->16C(RIGHT) Longest waiting ticks: 2294 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 4 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1889 Regions dissolved: 0 Repeated reconstructions avoided: 1889 Largest region lifetime: 1890 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1890:occupied=4 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1887 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1607 Maximum occupied tiles: 13 Seat events: 113 Single-blocker events: 31 Multiple-blocker events: 9 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 914 Maximum occupied tiles: 12 Seat events: 56 Single-blocker events: 9 Multiple-blocker events: 1 Temporary aisle reoccupations: 11 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1981 Reservations granted: 1976 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 57 Remaining moving in aisle: 6 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 11640 Longest unresolved passenger ID: 2 Longest unresolved row: 16 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 109 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 6 Total blocked ticks: 20936 Total stationary ticks: 204785 Seat-event requests: 2064 Failed seat-event starts: 1895 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 169 Critical blocker identity: P169->4C(RIGHT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 9 Unresolved outside passengers: 57 Unresolved internal passengers outside critical tree: 5 Critical blocker tree: P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT) P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1895 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 5|6|7 Critical blocker unavailable yield tiles: 7 Critical blocker yield-tile occupants: 165 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1895 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 388 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P53->8E(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 5|6|7 Current unavailable yield tiles: 7 Current yield-tile occupants: 165 Final row-event chain: 169|165|53 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 66 CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT ============================================================ Date/Time: 2026-07-17 15:57:28 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 5 Scenario seed: -3861213001347413166 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1037 Passengers seated: 282/282 Average waiting ticks: 463.27 Longest waiting passenger: P14->18D(LEFT) Longest waiting ticks: 988 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2266 Maximum occupied tiles: 13 Seat events: 148 Single-blocker events: 41 Multiple-blocker events: 16 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 2110 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 45 Multiple-blocker events: 14 Temporary aisle reoccupations: 73 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 95 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5619 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6814 Total stationary ticks: 135338 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 584 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 584 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 66 CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT ============================================================ Date/Time: 2026-07-17 15:57:28 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 5 Scenario seed: -3861213001347413166 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1037 Passengers seated: 282/282 Average waiting ticks: 463.27 Longest waiting passenger: P14->18D(LEFT) Longest waiting ticks: 988 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2266 Maximum occupied tiles: 13 Seat events: 148 Single-blocker events: 41 Multiple-blocker events: 16 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 2110 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 45 Multiple-blocker events: 14 Temporary aisle reoccupations: 73 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 95 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5619 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6814 Total stationary ticks: 135338 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 584 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 584 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 66 CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT ============================================================ Date/Time: 2026-07-17 15:57:28 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 5 Scenario seed: -3861213001347413166 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1037 Passengers seated: 282/282 Average waiting ticks: 463.27 Longest waiting passenger: P14->18D(LEFT) Longest waiting ticks: 988 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2266 Maximum occupied tiles: 13 Seat events: 148 Single-blocker events: 41 Multiple-blocker events: 16 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 2110 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 45 Multiple-blocker events: 14 Temporary aisle reoccupations: 73 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 95 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5619 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6814 Total stationary ticks: 135338 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 584 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 584 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 66 CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT ============================================================ Date/Time: 2026-07-17 15:57:28 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 6 Scenario seed: 5232186905524502075 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 94.47% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2349 Passengers seated: 226/235 Average waiting ticks: 412.04 Longest waiting passenger: P148->22D(RIGHT) Longest waiting ticks: 2308 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 10 Cluster candidates evaluated: 3 Executable cluster candidates: 1 Rejected cluster candidates: 2 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 9 Selected release potential total: 5 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1602 Regions dissolved: 2 Repeated reconstructions avoided: 1602 Largest region lifetime: 1574 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1574:occupied=9 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1520 State changes reopening evaluation: 9 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1534 Maximum occupied tiles: 11 Seat events: 111 Single-blocker events: 33 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1850 Maximum occupied tiles: 13 Seat events: 115 Single-blocker events: 25 Multiple-blocker events: 11 Temporary aisle reoccupations: 49 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1668 Reservations granted: 1665 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 7 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 11128 Longest unresolved passenger ID: 198 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 7 Longest dependency chain: P102(27G/RIGHT) -> P111(26C/RIGHT) -> P180(26D/RIGHT) -> P228(28H/RIGHT) -> P123(29E/RIGHT) -> P198(30F/RIGHT) -> P69(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 102 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 7 Total blocked ticks: 18631 Total stationary ticks: 110660 Seat-event requests: 1780 Failed seat-event starts: 1554 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 69 Critical blocker identity: P69->29C(RIGHT) Direct fan-out: 1 Total indirect descendants: 6 Critical tree size including blocker: 7 Critical tree depth: 7 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 9 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P69(29C/RIGHT/WAITING_FOR_SEAT_EVENT) P198(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P123(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P228(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P180(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P111(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P102(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1519 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1519 Rear-boundary failures: 35 Middle-bank reservation failures: 3 Active-event deferrals: 539 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1782\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1522\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 66 CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT ============================================================ Date/Time: 2026-07-17 15:57:28 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 6 Scenario seed: 5232186905524502075 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 94.47% OUTCOME ------- Status: SUCCESS Completed ticks: 892 Passengers seated: 235/235 Average waiting ticks: 399.84 Longest waiting passenger: P204->17E(RIGHT) Longest waiting ticks: 844 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 6 Selected release potential total: 5 Last cluster decision: RIGHT:tiles8-13:occupied=6:anchor=P172:selected=P162:directReleases=0:releasePotential=5 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 29 Regions dissolved: 2 Repeated reconstructions avoided: 29 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1534 Maximum occupied tiles: 11 Seat events: 111 Single-blocker events: 33 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1872 Maximum occupied tiles: 11 Seat events: 124 Single-blocker events: 28 Multiple-blocker events: 15 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 134 Reservations granted: 131 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3993 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4927 Total stationary ticks: 97124 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 507 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 507 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 66 CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT ============================================================ Date/Time: 2026-07-17 15:57:28 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 6 Scenario seed: 5232186905524502075 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 94.47% OUTCOME ------- Status: SUCCESS Completed ticks: 892 Passengers seated: 235/235 Average waiting ticks: 399.84 Longest waiting passenger: P204->17E(RIGHT) Longest waiting ticks: 844 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 6 Selected release potential total: 5 Last cluster decision: RIGHT:tiles8-13:occupied=6:anchor=P172:selected=P162:directReleases=0:releasePotential=5 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 29 Regions dissolved: 2 Repeated reconstructions avoided: 29 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1534 Maximum occupied tiles: 11 Seat events: 111 Single-blocker events: 33 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1872 Maximum occupied tiles: 11 Seat events: 124 Single-blocker events: 28 Multiple-blocker events: 15 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 134 Reservations granted: 131 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3993 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4927 Total stationary ticks: 97124 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 507 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 507 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 66 CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT ============================================================ Date/Time: 2026-07-17 15:57:29 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 7 Scenario seed: -6941493034642023543 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 95.75% OUTCOME ------- Status: SUCCESS Completed ticks: 1320 Passengers seated: 353/353 Average waiting ticks: 603.76 Longest waiting passenger: P99->23G(LEFT) Longest waiting ticks: 1270 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3201 Maximum occupied tiles: 15 Seat events: 184 Single-blocker events: 48 Multiple-blocker events: 27 Temporary aisle reoccupations: 104 RIGHT AISLE ----------- Total moves: 2947 Maximum occupied tiles: 13 Seat events: 169 Single-blocker events: 50 Multiple-blocker events: 21 Temporary aisle reoccupations: 95 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 152 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6822 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8389 Total stationary ticks: 218685 Seat-event requests: 375 Failed seat-event starts: 22 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 864 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 22 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 864 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 66 CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT ============================================================ Date/Time: 2026-07-17 15:57:29 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 7 Scenario seed: -6941493034642023543 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 95.75% OUTCOME ------- Status: SUCCESS Completed ticks: 1320 Passengers seated: 353/353 Average waiting ticks: 603.79 Longest waiting passenger: P99->23G(LEFT) Longest waiting ticks: 1270 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3201 Maximum occupied tiles: 15 Seat events: 184 Single-blocker events: 48 Multiple-blocker events: 27 Temporary aisle reoccupations: 104 RIGHT AISLE ----------- Total moves: 2947 Maximum occupied tiles: 13 Seat events: 169 Single-blocker events: 50 Multiple-blocker events: 21 Temporary aisle reoccupations: 95 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 152 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6817 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8387 Total stationary ticks: 218684 Seat-event requests: 374 Failed seat-event starts: 21 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 871 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 21 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 871 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 374\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 66 CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT ============================================================ Date/Time: 2026-07-17 15:57:29 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 7 Scenario seed: -6941493034642023543 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 95.75% OUTCOME ------- Status: SUCCESS Completed ticks: 1320 Passengers seated: 353/353 Average waiting ticks: 603.76 Longest waiting passenger: P99->23G(LEFT) Longest waiting ticks: 1270 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3201 Maximum occupied tiles: 15 Seat events: 184 Single-blocker events: 48 Multiple-blocker events: 27 Temporary aisle reoccupations: 104 RIGHT AISLE ----------- Total moves: 2947 Maximum occupied tiles: 13 Seat events: 169 Single-blocker events: 50 Multiple-blocker events: 21 Temporary aisle reoccupations: 95 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 152 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6822 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8389 Total stationary ticks: 218685 Seat-event requests: 375 Failed seat-event starts: 22 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 864 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 22 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 864 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 66 CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT ============================================================ Date/Time: 2026-07-17 15:57:29 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 8 Scenario seed: -8554465769121675260 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 861 Passengers seated: 235/235 Average waiting ticks: 382.57 Longest waiting passenger: P23->28C(RIGHT) Longest waiting ticks: 816 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1693 Maximum occupied tiles: 14 Seat events: 114 Single-blocker events: 26 Multiple-blocker events: 13 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 1699 Maximum occupied tiles: 12 Seat events: 121 Single-blocker events: 35 Multiple-blocker events: 11 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 125 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4487 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5649 Total stationary ticks: 93738 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 539 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 539 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 66 CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT ============================================================ Date/Time: 2026-07-17 15:57:29 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 8 Scenario seed: -8554465769121675260 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 861 Passengers seated: 235/235 Average waiting ticks: 382.62 Longest waiting passenger: P23->28C(RIGHT) Longest waiting ticks: 816 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1693 Maximum occupied tiles: 14 Seat events: 114 Single-blocker events: 26 Multiple-blocker events: 13 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 1699 Maximum occupied tiles: 12 Seat events: 121 Single-blocker events: 35 Multiple-blocker events: 11 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 125 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4472 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5637 Total stationary ticks: 93736 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 542 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 542 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 66 CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT ============================================================ Date/Time: 2026-07-17 15:57:29 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 8 Scenario seed: -8554465769121675260 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 861 Passengers seated: 235/235 Average waiting ticks: 382.62 Longest waiting passenger: P23->28C(RIGHT) Longest waiting ticks: 816 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1693 Maximum occupied tiles: 14 Seat events: 114 Single-blocker events: 26 Multiple-blocker events: 13 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 1699 Maximum occupied tiles: 12 Seat events: 121 Single-blocker events: 35 Multiple-blocker events: 11 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 125 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4472 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5637 Total stationary ticks: 93736 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 542 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 542 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 66 CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT ============================================================ Date/Time: 2026-07-17 15:57:29 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 9 Scenario seed: 5225839747377591732 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1015 Passengers seated: 282/282 Average waiting ticks: 466.34 Longest waiting passenger: P68->23A(LEFT) Longest waiting ticks: 960 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2100 Maximum occupied tiles: 11 Seat events: 144 Single-blocker events: 44 Multiple-blocker events: 12 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 2256 Maximum occupied tiles: 12 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 13 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 102 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5299 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6604 Total stationary ticks: 135920 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 691 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 691 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 66 CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT ============================================================ Date/Time: 2026-07-17 15:57:29 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 9 Scenario seed: 5225839747377591732 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1015 Passengers seated: 282/282 Average waiting ticks: 466.34 Longest waiting passenger: P68->23A(LEFT) Longest waiting ticks: 960 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2100 Maximum occupied tiles: 11 Seat events: 144 Single-blocker events: 44 Multiple-blocker events: 12 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 2256 Maximum occupied tiles: 12 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 13 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 102 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5299 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6604 Total stationary ticks: 135920 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 691 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 691 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 66 CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT ============================================================ Date/Time: 2026-07-17 15:57:29 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 9 Scenario seed: 5225839747377591732 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1015 Passengers seated: 282/282 Average waiting ticks: 466.34 Longest waiting passenger: P68->23A(LEFT) Longest waiting ticks: 960 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2100 Maximum occupied tiles: 11 Seat events: 144 Single-blocker events: 44 Multiple-blocker events: 12 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 2256 Maximum occupied tiles: 12 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 13 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 102 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5299 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6604 Total stationary ticks: 135920 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 691 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 691 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 66 CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT ============================================================ Date/Time: 2026-07-17 15:57:29 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 10 Scenario seed: 1939935009979591158 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2369 Passengers seated: 232/235 Average waiting ticks: 394.61 Longest waiting passenger: P8->28F(LEFT) Longest waiting ticks: 2299 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1636 Regions dissolved: 2 Repeated reconstructions avoided: 1636 Largest region lifetime: 1601 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1601:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1584 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 12 Seat events: 110 Single-blocker events: 30 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1757 Maximum occupied tiles: 11 Seat events: 122 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1714 Reservations granted: 1714 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 2 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4339 Longest unresolved passenger ID: 15 Longest unresolved row: 28 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 121 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 2 Total blocked ticks: 10065 Total stationary ticks: 99506 Seat-event requests: 1830 Failed seat-event starts: 1598 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 8 Critical blocker identity: P8->28F(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P8(28F/LEFT/WAITING_FOR_SEAT_EVENT) P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1587 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 3 Critical blocker required yield tiles: 29|30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 11 Rear-boundary failures: 1587 Middle-bank reservation failures: 0 Active-event deferrals: 484 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 29|30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 66 CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT ============================================================ Date/Time: 2026-07-17 15:57:29 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 10 Scenario seed: 1939935009979591158 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2369 Passengers seated: 232/235 Average waiting ticks: 394.60 Longest waiting passenger: P8->28F(LEFT) Longest waiting ticks: 2299 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1636 Regions dissolved: 2 Repeated reconstructions avoided: 1636 Largest region lifetime: 1601 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1601:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1584 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 12 Seat events: 110 Single-blocker events: 30 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1757 Maximum occupied tiles: 11 Seat events: 122 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1714 Reservations granted: 1714 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 2 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4349 Longest unresolved passenger ID: 15 Longest unresolved row: 28 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 121 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 2 Total blocked ticks: 10071 Total stationary ticks: 99508 Seat-event requests: 1830 Failed seat-event starts: 1598 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 8 Critical blocker identity: P8->28F(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P8(28F/LEFT/WAITING_FOR_SEAT_EVENT) P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1587 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 3 Critical blocker required yield tiles: 29|30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 11 Rear-boundary failures: 1587 Middle-bank reservation failures: 0 Active-event deferrals: 485 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 29|30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 66 CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT ============================================================ Date/Time: 2026-07-17 15:57:29 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 10 Scenario seed: 1939935009979591158 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2369 Passengers seated: 232/235 Average waiting ticks: 394.60 Longest waiting passenger: P8->28F(LEFT) Longest waiting ticks: 2299 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1636 Regions dissolved: 2 Repeated reconstructions avoided: 1636 Largest region lifetime: 1601 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1601:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1584 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 12 Seat events: 110 Single-blocker events: 30 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1757 Maximum occupied tiles: 11 Seat events: 122 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1714 Reservations granted: 1714 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 2 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4349 Longest unresolved passenger ID: 15 Longest unresolved row: 28 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 121 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 2 Total blocked ticks: 10071 Total stationary ticks: 99508 Seat-event requests: 1830 Failed seat-event starts: 1598 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 8 Critical blocker identity: P8->28F(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P8(28F/LEFT/WAITING_FOR_SEAT_EVENT) P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1587 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 3 Critical blocker required yield tiles: 29|30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 11 Rear-boundary failures: 1587 Middle-bank reservation failures: 0 Active-event deferrals: 485 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 29|30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 66 CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT ============================================================ Date/Time: 2026-07-17 15:57:29 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 11 Scenario seed: 1252229027809620306 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 97.45% OUTCOME ------- Status: SUCCESS Completed ticks: 1280 Passengers seated: 353/353 Average waiting ticks: 583.29 Longest waiting passenger: P34->24D(LEFT) Longest waiting ticks: 1216 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3262 Maximum occupied tiles: 13 Seat events: 181 Single-blocker events: 47 Multiple-blocker events: 22 Temporary aisle reoccupations: 97 RIGHT AISLE ----------- Total moves: 2896 Maximum occupied tiles: 14 Seat events: 172 Single-blocker events: 43 Multiple-blocker events: 26 Temporary aisle reoccupations: 100 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 149 Reservations granted: 149 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8010 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9374 Total stationary ticks: 212715 Seat-event requests: 371 Failed seat-event starts: 18 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 643 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 18 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 643 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 66 CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT ============================================================ Date/Time: 2026-07-17 15:57:29 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 11 Scenario seed: 1252229027809620306 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 97.45% OUTCOME ------- Status: SUCCESS Completed ticks: 1280 Passengers seated: 353/353 Average waiting ticks: 583.32 Longest waiting passenger: P34->24D(LEFT) Longest waiting ticks: 1216 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3262 Maximum occupied tiles: 13 Seat events: 181 Single-blocker events: 47 Multiple-blocker events: 22 Temporary aisle reoccupations: 97 RIGHT AISLE ----------- Total moves: 2896 Maximum occupied tiles: 14 Seat events: 172 Single-blocker events: 43 Multiple-blocker events: 26 Temporary aisle reoccupations: 100 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 149 Reservations granted: 149 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7975 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9381 Total stationary ticks: 212716 Seat-event requests: 371 Failed seat-event starts: 18 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 654 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 18 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 654 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 66 CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT ============================================================ Date/Time: 2026-07-17 15:57:29 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 11 Scenario seed: 1252229027809620306 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 97.45% OUTCOME ------- Status: SUCCESS Completed ticks: 1280 Passengers seated: 353/353 Average waiting ticks: 583.33 Longest waiting passenger: P34->24D(LEFT) Longest waiting ticks: 1216 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3262 Maximum occupied tiles: 13 Seat events: 181 Single-blocker events: 47 Multiple-blocker events: 22 Temporary aisle reoccupations: 97 RIGHT AISLE ----------- Total moves: 2896 Maximum occupied tiles: 14 Seat events: 172 Single-blocker events: 43 Multiple-blocker events: 26 Temporary aisle reoccupations: 100 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 149 Reservations granted: 149 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7965 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9358 Total stationary ticks: 212708 Seat-event requests: 371 Failed seat-event starts: 18 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 646 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 18 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 646 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 66 CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT ============================================================ Date/Time: 2026-07-17 15:57:29 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 12 Scenario seed: 8187627317652047108 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 93.62% OUTCOME ------- Status: SUCCESS Completed ticks: 880 Passengers seated: 235/235 Average waiting ticks: 383.92 Longest waiting passenger: P3->11G(RIGHT) Longest waiting ticks: 827 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 29 Regions dissolved: 1 Repeated reconstructions avoided: 29 Largest region lifetime: 30 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=30 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 13 Seat events: 110 Single-blocker events: 28 Multiple-blocker events: 7 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1738 Maximum occupied tiles: 12 Seat events: 125 Single-blocker events: 35 Multiple-blocker events: 14 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 135 Reservations granted: 125 Reservations denied/waited: 10 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4421 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5748 Total stationary ticks: 94039 Seat-event requests: 241 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 646 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 10 Active-event deferrals: 646 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 66 CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT ============================================================ Date/Time: 2026-07-17 15:57:29 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 12 Scenario seed: 8187627317652047108 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 93.62% OUTCOME ------- Status: SUCCESS Completed ticks: 880 Passengers seated: 235/235 Average waiting ticks: 384.07 Longest waiting passenger: P3->11G(RIGHT) Longest waiting ticks: 827 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 29 Regions dissolved: 1 Repeated reconstructions avoided: 29 Largest region lifetime: 30 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=30 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 13 Seat events: 110 Single-blocker events: 28 Multiple-blocker events: 7 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1738 Maximum occupied tiles: 12 Seat events: 125 Single-blocker events: 35 Multiple-blocker events: 14 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 133 Reservations granted: 125 Reservations denied/waited: 8 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4381 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5693 Total stationary ticks: 94024 Seat-event requests: 241 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 645 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 8 Active-event deferrals: 645 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 66 CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT ============================================================ Date/Time: 2026-07-17 15:57:29 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 12 Scenario seed: 8187627317652047108 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 93.62% OUTCOME ------- Status: SUCCESS Completed ticks: 880 Passengers seated: 235/235 Average waiting ticks: 383.86 Longest waiting passenger: P3->11G(RIGHT) Longest waiting ticks: 827 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 29 Regions dissolved: 1 Repeated reconstructions avoided: 29 Largest region lifetime: 30 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=30 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 13 Seat events: 110 Single-blocker events: 28 Multiple-blocker events: 7 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1738 Maximum occupied tiles: 12 Seat events: 125 Single-blocker events: 35 Multiple-blocker events: 14 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 135 Reservations granted: 125 Reservations denied/waited: 10 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4431 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5747 Total stationary ticks: 94038 Seat-event requests: 241 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 634 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 10 Active-event deferrals: 634 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 66 CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT ============================================================ Date/Time: 2026-07-17 15:57:29 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 13 Scenario seed: 6351835860743924132 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 65.96% Aisle-assignment balance: 95.04% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2516 Passengers seated: 277/282 Average waiting ticks: 479.16 Longest waiting passenger: P279->31A(LEFT) Longest waiting ticks: 2446 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 0 Rejected cluster candidates: 1 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 5 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1515 Regions dissolved: 0 Repeated reconstructions avoided: 1515 Largest region lifetime: 1516 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1516:occupied=5 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1499 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2303 Maximum occupied tiles: 15 Seat events: 143 Single-blocker events: 44 Multiple-blocker events: 16 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2058 Maximum occupied tiles: 13 Seat events: 134 Single-blocker events: 36 Multiple-blocker events: 13 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 96 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5609 Longest unresolved passenger ID: 117 Longest unresolved row: 32 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 226 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14637 Total stationary ticks: 144501 Seat-event requests: 1814 Failed seat-event starts: 1537 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 111 Critical blocker identity: P111->28A(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P111(28A/LEFT/WAITING_FOR_SEAT_EVENT) P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1513 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 29|30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 117 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1513 Rear-boundary failures: 24 Middle-bank reservation failures: 1 Active-event deferrals: 702 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P279->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=925,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 29|30 Current unavailable yield tiles: 30 Current yield-tile occupants: 117 Final row-event chain: 111|117|279 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 66 CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT ============================================================ Date/Time: 2026-07-17 15:57:29 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 13 Scenario seed: 6351835860743924132 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 65.96% Aisle-assignment balance: 95.04% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2516 Passengers seated: 277/282 Average waiting ticks: 479.23 Longest waiting passenger: P279->31A(LEFT) Longest waiting ticks: 2446 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 0 Rejected cluster candidates: 1 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 5 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1515 Regions dissolved: 0 Repeated reconstructions avoided: 1515 Largest region lifetime: 1516 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1516:occupied=5 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1499 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2303 Maximum occupied tiles: 15 Seat events: 143 Single-blocker events: 44 Multiple-blocker events: 16 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2058 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 36 Multiple-blocker events: 13 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 96 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5567 Longest unresolved passenger ID: 117 Longest unresolved row: 32 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 226 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14536 Total stationary ticks: 144436 Seat-event requests: 1814 Failed seat-event starts: 1537 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 111 Critical blocker identity: P111->28A(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P111(28A/LEFT/WAITING_FOR_SEAT_EVENT) P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1513 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 29|30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 117 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1513 Rear-boundary failures: 24 Middle-bank reservation failures: 1 Active-event deferrals: 689 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P279->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=933,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 29|30 Current unavailable yield tiles: 30 Current yield-tile occupants: 117 Final row-event chain: 111|117|279 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 66 CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT ============================================================ Date/Time: 2026-07-17 15:57:29 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 13 Scenario seed: 6351835860743924132 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 65.96% Aisle-assignment balance: 95.04% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2516 Passengers seated: 277/282 Average waiting ticks: 479.23 Longest waiting passenger: P279->31A(LEFT) Longest waiting ticks: 2446 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 0 Rejected cluster candidates: 1 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 5 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1515 Regions dissolved: 0 Repeated reconstructions avoided: 1515 Largest region lifetime: 1516 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1516:occupied=5 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1499 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2303 Maximum occupied tiles: 15 Seat events: 143 Single-blocker events: 44 Multiple-blocker events: 16 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2058 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 36 Multiple-blocker events: 13 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 96 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5567 Longest unresolved passenger ID: 117 Longest unresolved row: 32 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 226 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14536 Total stationary ticks: 144436 Seat-event requests: 1814 Failed seat-event starts: 1537 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 111 Critical blocker identity: P111->28A(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P111(28A/LEFT/WAITING_FOR_SEAT_EVENT) P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1513 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 29|30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 117 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1513 Rear-boundary failures: 24 Middle-bank reservation failures: 1 Active-event deferrals: 689 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P279->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=933,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 29|30 Current unavailable yield tiles: 30 Current yield-tile occupants: 117 Final row-event chain: 111|117|279 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 66 CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT ============================================================ Date/Time: 2026-07-17 15:57:29 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 14 Scenario seed: -8658915343845013000 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 995 Passengers seated: 282/282 Average waiting ticks: 460.22 Longest waiting passenger: P218->6F(RIGHT) Longest waiting ticks: 951 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2250 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 38 Multiple-blocker events: 11 Temporary aisle reoccupations: 60 RIGHT AISLE ----------- Total moves: 2145 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 42 Multiple-blocker events: 17 Temporary aisle reoccupations: 76 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 98 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5688 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7053 Total stationary ticks: 134674 Seat-event requests: 287 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 657 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 657 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 66 CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT ============================================================ Date/Time: 2026-07-17 15:57:29 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 14 Scenario seed: -8658915343845013000 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 995 Passengers seated: 282/282 Average waiting ticks: 460.18 Longest waiting passenger: P218->6F(RIGHT) Longest waiting ticks: 951 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2250 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 38 Multiple-blocker events: 11 Temporary aisle reoccupations: 60 RIGHT AISLE ----------- Total moves: 2145 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 42 Multiple-blocker events: 17 Temporary aisle reoccupations: 76 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 98 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5713 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7065 Total stationary ticks: 134676 Seat-event requests: 287 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 656 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 656 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 66 CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT ============================================================ Date/Time: 2026-07-17 15:57:29 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 14 Scenario seed: -8658915343845013000 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 995 Passengers seated: 282/282 Average waiting ticks: 460.22 Longest waiting passenger: P218->6F(RIGHT) Longest waiting ticks: 951 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2250 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 38 Multiple-blocker events: 11 Temporary aisle reoccupations: 60 RIGHT AISLE ----------- Total moves: 2145 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 42 Multiple-blocker events: 17 Temporary aisle reoccupations: 76 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 98 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5688 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7053 Total stationary ticks: 134674 Seat-event requests: 287 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 657 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 657 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 66 CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT ============================================================ Date/Time: 2026-07-17 15:57:29 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 15 Scenario seed: 5673179910411321410 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 462.27 Longest waiting passenger: P21->16E(RIGHT) Longest waiting ticks: 953 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2199 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 41 Multiple-blocker events: 20 Temporary aisle reoccupations: 81 RIGHT AISLE ----------- Total moves: 2185 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 39 Multiple-blocker events: 16 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 96 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5393 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6898 Total stationary ticks: 134958 Seat-event requests: 301 Failed seat-event starts: 19 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 714 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 19 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 714 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 66 CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT ============================================================ Date/Time: 2026-07-17 15:57:29 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 15 Scenario seed: 5673179910411321410 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 462.25 Longest waiting passenger: P21->16E(RIGHT) Longest waiting ticks: 953 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2199 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 41 Multiple-blocker events: 20 Temporary aisle reoccupations: 81 RIGHT AISLE ----------- Total moves: 2185 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 39 Multiple-blocker events: 16 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 96 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5398 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6898 Total stationary ticks: 134958 Seat-event requests: 301 Failed seat-event starts: 19 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 709 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 19 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 709 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 66 CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT ============================================================ Date/Time: 2026-07-17 15:57:29 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 15 Scenario seed: 5673179910411321410 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 462.27 Longest waiting passenger: P21->16E(RIGHT) Longest waiting ticks: 953 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2199 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 41 Multiple-blocker events: 20 Temporary aisle reoccupations: 81 RIGHT AISLE ----------- Total moves: 2185 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 39 Multiple-blocker events: 16 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 96 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5393 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6898 Total stationary ticks: 134958 Seat-event requests: 301 Failed seat-event starts: 19 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 714 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 19 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 714 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 66 CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT ============================================================ Date/Time: 2026-07-17 15:57:29 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 16 Scenario seed: 6658752785952583458 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1052 Passengers seated: 282/282 Average waiting ticks: 468.96 Longest waiting passenger: P181->4E(LEFT) Longest waiting ticks: 999 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 14 Regions dissolved: 1 Repeated reconstructions avoided: 14 Largest region lifetime: 15 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=15 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2277 Maximum occupied tiles: 12 Seat events: 148 Single-blocker events: 45 Multiple-blocker events: 21 Temporary aisle reoccupations: 87 RIGHT AISLE ----------- Total moves: 2045 Maximum occupied tiles: 11 Seat events: 134 Single-blocker events: 34 Multiple-blocker events: 11 Temporary aisle reoccupations: 56 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 97 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5574 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6661 Total stationary ticks: 136880 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 528 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 528 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 66 CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT ============================================================ Date/Time: 2026-07-17 15:57:29 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 16 Scenario seed: 6658752785952583458 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1052 Passengers seated: 282/282 Average waiting ticks: 468.97 Longest waiting passenger: P181->4E(LEFT) Longest waiting ticks: 999 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 14 Regions dissolved: 1 Repeated reconstructions avoided: 14 Largest region lifetime: 15 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=15 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2277 Maximum occupied tiles: 12 Seat events: 148 Single-blocker events: 45 Multiple-blocker events: 21 Temporary aisle reoccupations: 87 RIGHT AISLE ----------- Total moves: 2045 Maximum occupied tiles: 11 Seat events: 134 Single-blocker events: 34 Multiple-blocker events: 11 Temporary aisle reoccupations: 56 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 97 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5574 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6655 Total stationary ticks: 136878 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 527 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 527 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 66 CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT ============================================================ Date/Time: 2026-07-17 15:57:29 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 16 Scenario seed: 6658752785952583458 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1052 Passengers seated: 282/282 Average waiting ticks: 468.97 Longest waiting passenger: P181->4E(LEFT) Longest waiting ticks: 999 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 14 Regions dissolved: 1 Repeated reconstructions avoided: 14 Largest region lifetime: 15 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=15 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2277 Maximum occupied tiles: 12 Seat events: 148 Single-blocker events: 45 Multiple-blocker events: 21 Temporary aisle reoccupations: 87 RIGHT AISLE ----------- Total moves: 2045 Maximum occupied tiles: 11 Seat events: 134 Single-blocker events: 34 Multiple-blocker events: 11 Temporary aisle reoccupations: 56 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 97 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5574 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6655 Total stationary ticks: 136878 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 527 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 527 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 66 CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT ============================================================ Date/Time: 2026-07-17 15:57:29 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 17 Scenario seed: -218671498343752214 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.16% OUTCOME ------- Status: SUCCESS Completed ticks: 1029 Passengers seated: 282/282 Average waiting ticks: 464.66 Longest waiting passenger: P242->27G(RIGHT) Longest waiting ticks: 976 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 4 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 22 Regions dissolved: 2 Repeated reconstructions avoided: 22 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2178 Maximum occupied tiles: 12 Seat events: 137 Single-blocker events: 44 Multiple-blocker events: 14 Temporary aisle reoccupations: 72 RIGHT AISLE ----------- Total moves: 2204 Maximum occupied tiles: 12 Seat events: 145 Single-blocker events: 38 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 96 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5622 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6765 Total stationary ticks: 135723 Seat-event requests: 299 Failed seat-event starts: 17 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 557 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 17 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 557 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 66 CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT ============================================================ Date/Time: 2026-07-17 15:57:29 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 17 Scenario seed: -218671498343752214 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.16% OUTCOME ------- Status: SUCCESS Completed ticks: 1029 Passengers seated: 282/282 Average waiting ticks: 464.69 Longest waiting passenger: P242->27G(RIGHT) Longest waiting ticks: 976 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 4 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 22 Regions dissolved: 2 Repeated reconstructions avoided: 22 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2178 Maximum occupied tiles: 12 Seat events: 137 Single-blocker events: 44 Multiple-blocker events: 14 Temporary aisle reoccupations: 72 RIGHT AISLE ----------- Total moves: 2204 Maximum occupied tiles: 12 Seat events: 145 Single-blocker events: 38 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 96 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5612 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6786 Total stationary ticks: 135730 Seat-event requests: 299 Failed seat-event starts: 17 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 574 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 17 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 574 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 66 CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT ============================================================ Date/Time: 2026-07-17 15:57:29 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 17 Scenario seed: -218671498343752214 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.16% OUTCOME ------- Status: SUCCESS Completed ticks: 1029 Passengers seated: 282/282 Average waiting ticks: 464.69 Longest waiting passenger: P242->27G(RIGHT) Longest waiting ticks: 976 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 4 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 22 Regions dissolved: 2 Repeated reconstructions avoided: 22 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2178 Maximum occupied tiles: 12 Seat events: 137 Single-blocker events: 44 Multiple-blocker events: 14 Temporary aisle reoccupations: 72 RIGHT AISLE ----------- Total moves: 2204 Maximum occupied tiles: 12 Seat events: 145 Single-blocker events: 38 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 96 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5612 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6786 Total stationary ticks: 135730 Seat-event requests: 299 Failed seat-event starts: 17 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 574 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 17 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 574 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 66 CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT ============================================================ Date/Time: 2026-07-17 15:57:29 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 18 Scenario seed: -8332752414533420411 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.34% Aisle-assignment balance: 99.15% OUTCOME ------- Status: SUCCESS Completed ticks: 1259 Passengers seated: 353/353 Average waiting ticks: 593.34 Longest waiting passenger: P150->11H(RIGHT) Longest waiting ticks: 1209 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3172 Maximum occupied tiles: 16 Seat events: 175 Single-blocker events: 42 Multiple-blocker events: 24 Temporary aisle reoccupations: 95 RIGHT AISLE ----------- Total moves: 2985 Maximum occupied tiles: 13 Seat events: 178 Single-blocker events: 55 Multiple-blocker events: 26 Temporary aisle reoccupations: 113 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 148 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7954 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9621 Total stationary ticks: 216298 Seat-event requests: 380 Failed seat-event starts: 27 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 784 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 27 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 784 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 66 CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT ============================================================ Date/Time: 2026-07-17 15:57:29 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 18 Scenario seed: -8332752414533420411 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.34% Aisle-assignment balance: 99.15% OUTCOME ------- Status: SUCCESS Completed ticks: 1259 Passengers seated: 353/353 Average waiting ticks: 593.34 Longest waiting passenger: P150->11H(RIGHT) Longest waiting ticks: 1209 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3172 Maximum occupied tiles: 16 Seat events: 175 Single-blocker events: 42 Multiple-blocker events: 24 Temporary aisle reoccupations: 95 RIGHT AISLE ----------- Total moves: 2985 Maximum occupied tiles: 13 Seat events: 178 Single-blocker events: 55 Multiple-blocker events: 26 Temporary aisle reoccupations: 113 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 148 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7954 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9621 Total stationary ticks: 216298 Seat-event requests: 380 Failed seat-event starts: 27 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 784 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 27 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 784 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 66 CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT ============================================================ Date/Time: 2026-07-17 15:57:29 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 18 Scenario seed: -8332752414533420411 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.34% Aisle-assignment balance: 99.15% OUTCOME ------- Status: SUCCESS Completed ticks: 1259 Passengers seated: 353/353 Average waiting ticks: 593.34 Longest waiting passenger: P150->11H(RIGHT) Longest waiting ticks: 1209 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3172 Maximum occupied tiles: 16 Seat events: 175 Single-blocker events: 42 Multiple-blocker events: 24 Temporary aisle reoccupations: 95 RIGHT AISLE ----------- Total moves: 2985 Maximum occupied tiles: 13 Seat events: 178 Single-blocker events: 55 Multiple-blocker events: 26 Temporary aisle reoccupations: 113 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 148 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7954 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9621 Total stationary ticks: 216298 Seat-event requests: 380 Failed seat-event starts: 27 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 784 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 27 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 784 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 66 CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT ============================================================ Date/Time: 2026-07-17 15:57:29 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 19 Scenario seed: 5866349045608257533 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2347 Passengers seated: 230/235 Average waiting ticks: 400.83 Longest waiting passenger: P105->29D(RIGHT) Longest waiting ticks: 2279 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 6 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 6 Selected release potential total: 9 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1613 Regions dissolved: 2 Repeated reconstructions avoided: 1613 Largest region lifetime: 1570 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1570:occupied=5 Confirmation deferral ticks: 6 Regions reaching confirmation: 3 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1549 State changes reopening evaluation: 3 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1684 Maximum occupied tiles: 13 Seat events: 120 Single-blocker events: 26 Multiple-blocker events: 20 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 1708 Maximum occupied tiles: 12 Seat events: 110 Single-blocker events: 29 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1708 Reservations granted: 1708 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 4 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 6675 Longest unresolved passenger ID: 128 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 5 Longest dependency chain: P170(27E/RIGHT) -> P33(30G/RIGHT) -> P155(28G/RIGHT) -> P128(30F/RIGHT) -> P105(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 170 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 4 Total blocked ticks: 13109 Total stationary ticks: 103859 Seat-event requests: 1828 Failed seat-event starts: 1598 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 105 Critical blocker identity: P105->29D(RIGHT) Direct fan-out: 1 Total indirect descendants: 4 Critical tree size including blocker: 5 Critical tree depth: 5 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P105(29D/RIGHT/WAITING_FOR_SEAT_EVENT) P128(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P155(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P33(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P170(27E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1569 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 29 Rear-boundary failures: 1569 Middle-bank reservation failures: 0 Active-event deferrals: 562 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1826\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 66 CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT ============================================================ Date/Time: 2026-07-17 15:57:29 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 19 Scenario seed: 5866349045608257533 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 845 Passengers seated: 235/235 Average waiting ticks: 394.17 Longest waiting passenger: P133->5B(LEFT) Longest waiting ticks: 814 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 4 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 6 Selected release potential total: 9 Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P15:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 44 Regions dissolved: 2 Repeated reconstructions avoided: 44 Largest region lifetime: 34 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=12 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1684 Maximum occupied tiles: 13 Seat events: 120 Single-blocker events: 26 Multiple-blocker events: 20 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 1717 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 30 Multiple-blocker events: 13 Temporary aisle reoccupations: 58 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 142 Reservations granted: 142 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4251 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5354 Total stationary ticks: 96093 Seat-event requests: 264 Failed seat-event starts: 29 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 557 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 29 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 557 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 262\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 66 CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT ============================================================ Date/Time: 2026-07-17 15:57:29 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 19 Scenario seed: 5866349045608257533 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 845 Passengers seated: 235/235 Average waiting ticks: 394.17 Longest waiting passenger: P133->5B(LEFT) Longest waiting ticks: 814 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 4 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 6 Selected release potential total: 9 Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P15:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 44 Regions dissolved: 2 Repeated reconstructions avoided: 44 Largest region lifetime: 34 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=12 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1684 Maximum occupied tiles: 13 Seat events: 120 Single-blocker events: 26 Multiple-blocker events: 20 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 1717 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 30 Multiple-blocker events: 13 Temporary aisle reoccupations: 58 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 142 Reservations granted: 142 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4251 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5354 Total stationary ticks: 96093 Seat-event requests: 264 Failed seat-event starts: 29 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 557 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 29 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 557 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 262\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 66 CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT ============================================================ Date/Time: 2026-07-17 15:57:29 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 20 Scenario seed: 3658999535626094423 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: SUCCESS Completed ticks: 845 Passengers seated: 235/235 Average waiting ticks: 383.63 Longest waiting passenger: P59->4F(RIGHT) Longest waiting ticks: 835 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 25 Regions dissolved: 2 Repeated reconstructions avoided: 25 Largest region lifetime: 19 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=19 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1732 Maximum occupied tiles: 11 Seat events: 113 Single-blocker events: 37 Multiple-blocker events: 8 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1701 Maximum occupied tiles: 13 Seat events: 122 Single-blocker events: 27 Multiple-blocker events: 16 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 127 Reservations granted: 127 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4587 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5751 Total stationary ticks: 94043 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 587 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 587 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 66 CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT ============================================================ Date/Time: 2026-07-17 15:57:29 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 20 Scenario seed: 3658999535626094423 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: SUCCESS Completed ticks: 845 Passengers seated: 235/235 Average waiting ticks: 383.62 Longest waiting passenger: P59->4F(RIGHT) Longest waiting ticks: 835 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 25 Regions dissolved: 2 Repeated reconstructions avoided: 25 Largest region lifetime: 19 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=19 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1732 Maximum occupied tiles: 11 Seat events: 113 Single-blocker events: 37 Multiple-blocker events: 8 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1701 Maximum occupied tiles: 13 Seat events: 122 Single-blocker events: 27 Multiple-blocker events: 16 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 127 Reservations granted: 127 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4592 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5750 Total stationary ticks: 94042 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 583 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 583 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 66 CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT ============================================================ Date/Time: 2026-07-17 15:57:29 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 20 Scenario seed: 3658999535626094423 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: SUCCESS Completed ticks: 845 Passengers seated: 235/235 Average waiting ticks: 383.63 Longest waiting passenger: P59->4F(RIGHT) Longest waiting ticks: 835 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 25 Regions dissolved: 2 Repeated reconstructions avoided: 25 Largest region lifetime: 19 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=19 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1732 Maximum occupied tiles: 11 Seat events: 113 Single-blocker events: 37 Multiple-blocker events: 8 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1701 Maximum occupied tiles: 13 Seat events: 122 Single-blocker events: 27 Multiple-blocker events: 16 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 127 Reservations granted: 127 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4587 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5751 Total stationary ticks: 94043 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 587 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 587 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 66 CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT ============================================================ Date/Time: 2026-07-17 15:57:29 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 21 Scenario seed: 1778985705851435071 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1007 Passengers seated: 282/282 Average waiting ticks: 462.32 Longest waiting passenger: P199->4E(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 3 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 8 Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 49 Regions dissolved: 2 Repeated reconstructions avoided: 49 Largest region lifetime: 35 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=35 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2228 Maximum occupied tiles: 13 Seat events: 144 Single-blocker events: 35 Multiple-blocker events: 10 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 2144 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 37 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 103 Reservations granted: 103 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5798 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7265 Total stationary ticks: 135403 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 719 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 719 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 66 CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT ============================================================ Date/Time: 2026-07-17 15:57:29 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 21 Scenario seed: 1778985705851435071 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1007 Passengers seated: 282/282 Average waiting ticks: 462.32 Longest waiting passenger: P199->4E(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 3 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 8 Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 49 Regions dissolved: 2 Repeated reconstructions avoided: 49 Largest region lifetime: 35 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=35 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2228 Maximum occupied tiles: 13 Seat events: 144 Single-blocker events: 35 Multiple-blocker events: 10 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 2144 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 37 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 103 Reservations granted: 103 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5798 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7265 Total stationary ticks: 135403 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 719 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 719 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 66 CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT ============================================================ Date/Time: 2026-07-17 15:57:29 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 21 Scenario seed: 1778985705851435071 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1007 Passengers seated: 282/282 Average waiting ticks: 462.32 Longest waiting passenger: P199->4E(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 3 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 8 Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 49 Regions dissolved: 2 Repeated reconstructions avoided: 49 Largest region lifetime: 35 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=35 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2228 Maximum occupied tiles: 13 Seat events: 144 Single-blocker events: 35 Multiple-blocker events: 10 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 2144 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 37 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 103 Reservations granted: 103 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5798 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7265 Total stationary ticks: 135403 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 719 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 719 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 66 CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT ============================================================ Date/Time: 2026-07-17 15:57:29 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 22 Scenario seed: 4203521108576778203 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.14% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2482 Passengers seated: 270/282 Average waiting ticks: 472.84 Longest waiting passenger: P277->30F(LEFT) Longest waiting ticks: 2442 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 13 Cluster candidates evaluated: 14 Executable cluster candidates: 1 Rejected cluster candidates: 13 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 12 Selected release potential total: 2 Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1645 Regions dissolved: 1 Repeated reconstructions avoided: 1645 Largest region lifetime: 1638 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1638:occupied=12 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1562 State changes reopening evaluation: 12 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2166 Maximum occupied tiles: 17 Seat events: 132 Single-blocker events: 38 Multiple-blocker events: 13 Temporary aisle reoccupations: 64 RIGHT AISLE ----------- Total moves: 2158 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 18 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1758 Reservations granted: 1751 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 10 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 16258 Longest unresolved passenger ID: 48 Longest unresolved row: 31 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 11 Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 75 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 10 Total blocked ticks: 26140 Total stationary ticks: 153459 Seat-event requests: 1940 Failed seat-event starts: 1670 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 277 Critical blocker identity: P277->30F(LEFT) Direct fan-out: 1 Total indirect descendants: 10 Critical tree size including blocker: 11 Critical tree depth: 11 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 12 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P277(30F/LEFT/WAITING_FOR_SEAT_EVENT) P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1669 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 31|32 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: 48 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1669 Rear-boundary failures: 1 Middle-bank reservation failures: 7 Active-event deferrals: 1100 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P48->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 31|32 Current unavailable yield tiles: 31 Current yield-tile occupants: 48 Final row-event chain: 277|48 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 66 CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT ============================================================ Date/Time: 2026-07-17 15:57:29 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 22 Scenario seed: 4203521108576778203 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.14% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2482 Passengers seated: 270/282 Average waiting ticks: 472.87 Longest waiting passenger: P277->30F(LEFT) Longest waiting ticks: 2442 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 11 Cluster candidates evaluated: 12 Executable cluster candidates: 1 Rejected cluster candidates: 11 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 12 Selected release potential total: 2 Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1645 Regions dissolved: 1 Repeated reconstructions avoided: 1645 Largest region lifetime: 1638 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1638:occupied=12 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1564 State changes reopening evaluation: 10 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2166 Maximum occupied tiles: 17 Seat events: 132 Single-blocker events: 38 Multiple-blocker events: 13 Temporary aisle reoccupations: 64 RIGHT AISLE ----------- Total moves: 2158 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 18 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1758 Reservations granted: 1751 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 10 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 16243 Longest unresolved passenger ID: 48 Longest unresolved row: 31 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 11 Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 75 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 10 Total blocked ticks: 26119 Total stationary ticks: 153453 Seat-event requests: 1940 Failed seat-event starts: 1670 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 277 Critical blocker identity: P277->30F(LEFT) Direct fan-out: 1 Total indirect descendants: 10 Critical tree size including blocker: 11 Critical tree depth: 11 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 12 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P277(30F/LEFT/WAITING_FOR_SEAT_EVENT) P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1669 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 31|32 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: 48 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1669 Rear-boundary failures: 1 Middle-bank reservation failures: 7 Active-event deferrals: 1095 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P48->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 31|32 Current unavailable yield tiles: 31 Current yield-tile occupants: 48 Final row-event chain: 277|48 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 66 CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT ============================================================ Date/Time: 2026-07-17 15:57:29 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 22 Scenario seed: 4203521108576778203 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 30.14% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2482 Passengers seated: 270/282 Average waiting ticks: 472.87 Longest waiting passenger: P277->30F(LEFT) Longest waiting ticks: 2442 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 11 Cluster candidates evaluated: 12 Executable cluster candidates: 1 Rejected cluster candidates: 11 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 12 Selected release potential total: 2 Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1645 Regions dissolved: 1 Repeated reconstructions avoided: 1645 Largest region lifetime: 1638 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1638:occupied=12 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1564 State changes reopening evaluation: 10 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2166 Maximum occupied tiles: 17 Seat events: 132 Single-blocker events: 38 Multiple-blocker events: 13 Temporary aisle reoccupations: 64 RIGHT AISLE ----------- Total moves: 2158 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 18 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1758 Reservations granted: 1751 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 10 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 16243 Longest unresolved passenger ID: 48 Longest unresolved row: 31 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 11 Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 75 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 10 Total blocked ticks: 26119 Total stationary ticks: 153453 Seat-event requests: 1940 Failed seat-event starts: 1670 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 277 Critical blocker identity: P277->30F(LEFT) Direct fan-out: 1 Total indirect descendants: 10 Critical tree size including blocker: 11 Critical tree depth: 11 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 12 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P277(30F/LEFT/WAITING_FOR_SEAT_EVENT) P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1669 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 31|32 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: 48 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1669 Rear-boundary failures: 1 Middle-bank reservation failures: 7 Active-event deferrals: 1095 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P48->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 31|32 Current unavailable yield tiles: 31 Current yield-tile occupants: 48 Final row-event chain: 277|48 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 66 CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT ============================================================ Date/Time: 2026-07-17 15:57:29 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 23 Scenario seed: -3947160987031988780 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2313 Passengers seated: 230/235 Average waiting ticks: 405.99 Longest waiting passenger: P174->17F(LEFT) Longest waiting ticks: 2271 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=11 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1769 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 21 Multiple-blocker events: 9 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1662 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 30 Multiple-blocker events: 14 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1615 Reservations granted: 1615 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 6610 Longest unresolved passenger ID: 206 Longest unresolved row: 26 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 206 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 13157 Total stationary ticks: 100829 Seat-event requests: 1735 Failed seat-event starts: 1505 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 29 Critical blocker identity: P29->21A(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P29(21A/LEFT/WAITING_FOR_SEAT_EVENT) P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1505 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 3 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1505 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_SPACE_AVAILABLE Final snapshot prerequisite: YIELD_SPACE_AVAILABLE Current required blockers: 1 Current required yield tiles: 22 Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: YIELD_SPACE_AVAILABLE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 66 CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT ============================================================ Date/Time: 2026-07-17 15:57:29 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 23 Scenario seed: -3947160987031988780 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2313 Passengers seated: 230/235 Average waiting ticks: 405.99 Longest waiting passenger: P174->17F(LEFT) Longest waiting ticks: 2271 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=11 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1769 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 21 Multiple-blocker events: 9 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1662 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 30 Multiple-blocker events: 14 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1615 Reservations granted: 1615 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 6610 Longest unresolved passenger ID: 206 Longest unresolved row: 26 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 206 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 13157 Total stationary ticks: 100829 Seat-event requests: 1735 Failed seat-event starts: 1505 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 29 Critical blocker identity: P29->21A(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P29(21A/LEFT/WAITING_FOR_SEAT_EVENT) P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1505 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 3 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1505 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_SPACE_AVAILABLE Final snapshot prerequisite: YIELD_SPACE_AVAILABLE Current required blockers: 1 Current required yield tiles: 22 Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: YIELD_SPACE_AVAILABLE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 66 CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT ============================================================ Date/Time: 2026-07-17 15:57:29 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 23 Scenario seed: -3947160987031988780 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2313 Passengers seated: 230/235 Average waiting ticks: 405.99 Longest waiting passenger: P174->17F(LEFT) Longest waiting ticks: 2271 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=11 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1769 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 21 Multiple-blocker events: 9 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1662 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 30 Multiple-blocker events: 14 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1615 Reservations granted: 1615 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 6610 Longest unresolved passenger ID: 206 Longest unresolved row: 26 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 206 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 13157 Total stationary ticks: 100829 Seat-event requests: 1735 Failed seat-event starts: 1505 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 29 Critical blocker identity: P29->21A(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P29(21A/LEFT/WAITING_FOR_SEAT_EVENT) P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1505 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 3 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1505 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_SPACE_AVAILABLE Final snapshot prerequisite: YIELD_SPACE_AVAILABLE Current required blockers: 1 Current required yield tiles: 22 Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: YIELD_SPACE_AVAILABLE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 66 CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT ============================================================ Date/Time: 2026-07-17 15:57:29 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 24 Scenario seed: 4419539434258219231 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2333 Passengers seated: 233/235 Average waiting ticks: 387.31 Longest waiting passenger: P149->29D(RIGHT) Longest waiting ticks: 2259 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1678 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1737 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 24 Multiple-blocker events: 11 Temporary aisle reoccupations: 46 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1650 Reservations granted: 1646 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4313 Longest unresolved passenger ID: 20 Longest unresolved row: 29 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 20 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 8439 Total stationary ticks: 96156 Seat-event requests: 1764 Failed seat-event starts: 1531 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 149 Critical blocker identity: P149->29D(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT) P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1526 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 5 Rear-boundary failures: 1526 Middle-bank reservation failures: 4 Active-event deferrals: 545 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 66 CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT ============================================================ Date/Time: 2026-07-17 15:57:29 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 24 Scenario seed: 4419539434258219231 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2333 Passengers seated: 233/235 Average waiting ticks: 387.32 Longest waiting passenger: P149->29D(RIGHT) Longest waiting ticks: 2259 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1678 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1737 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 24 Multiple-blocker events: 11 Temporary aisle reoccupations: 46 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1650 Reservations granted: 1646 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4308 Longest unresolved passenger ID: 20 Longest unresolved row: 29 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 20 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 8438 Total stationary ticks: 96155 Seat-event requests: 1764 Failed seat-event starts: 1531 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 149 Critical blocker identity: P149->29D(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT) P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1526 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 5 Rear-boundary failures: 1526 Middle-bank reservation failures: 4 Active-event deferrals: 546 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 66 CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT ============================================================ Date/Time: 2026-07-17 15:57:29 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 24 Scenario seed: 4419539434258219231 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2333 Passengers seated: 233/235 Average waiting ticks: 387.31 Longest waiting passenger: P149->29D(RIGHT) Longest waiting ticks: 2259 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1678 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1737 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 24 Multiple-blocker events: 11 Temporary aisle reoccupations: 46 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1650 Reservations granted: 1646 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4313 Longest unresolved passenger ID: 20 Longest unresolved row: 29 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 20 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 8439 Total stationary ticks: 96156 Seat-event requests: 1764 Failed seat-event starts: 1531 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 149 Critical blocker identity: P149->29D(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT) P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1526 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 5 Rear-boundary failures: 1526 Middle-bank reservation failures: 4 Active-event deferrals: 545 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 66 CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT ============================================================ Date/Time: 2026-07-17 15:57:29 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 25 Scenario seed: 6293055855285553556 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 94.47% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2324 Passengers seated: 225/235 Average waiting ticks: 403.89 Longest waiting passenger: P83->29H(RIGHT) Longest waiting ticks: 2280 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 11 Cluster candidates evaluated: 12 Executable cluster candidates: 1 Rejected cluster candidates: 11 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 10 Selected release potential total: 2 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1684 Regions dissolved: 1 Repeated reconstructions avoided: 1684 Largest region lifetime: 1673 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1673:occupied=10 Confirmation deferral ticks: 3 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1540 State changes reopening evaluation: 10 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1568 Maximum occupied tiles: 12 Seat events: 111 Single-blocker events: 38 Multiple-blocker events: 5 Temporary aisle reoccupations: 50 RIGHT AISLE ----------- Total moves: 1823 Maximum occupied tiles: 16 Seat events: 114 Single-blocker events: 32 Multiple-blocker events: 10 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 122 Reservations granted: 120 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 8 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 12770 Longest unresolved passenger ID: 219 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 9 Longest dependency chain: P122(28F/RIGHT) -> P197(26G/RIGHT) -> P3(24H/RIGHT) -> P109(27C/RIGHT) -> P38(26C/RIGHT) -> P207(28H/RIGHT) -> P15(30H/RIGHT) -> P219(30G/RIGHT) -> P83(29H/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 122 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 8 Total blocked ticks: 20545 Total stationary ticks: 110417 Seat-event requests: 1790 Failed seat-event starts: 1565 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 83 Critical blocker identity: P83->29H(RIGHT) Direct fan-out: 1 Total indirect descendants: 8 Critical tree size including blocker: 9 Critical tree depth: 9 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 10 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P83(29H/RIGHT/WAITING_FOR_SEAT_EVENT) P219(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P15(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P207(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P38(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P109(27C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P3(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P197(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P122(28F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1565 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 123 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1565 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 677 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[123]: P123(30D/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P123->30D(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P123{seat=30D,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=623,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 30 Current unavailable yield tiles: 30 Current yield-tile occupants: 123 Final row-event chain: 83|123 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1791\nPrecedence substitutions made: 0\nDependency chains followed: 1555\nBlocked by waiting-row occupant: 1555\nSubstituted events started: 1\nOccupied-space rejections: 1566\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 66 CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT ============================================================ Date/Time: 2026-07-17 15:57:29 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 25 Scenario seed: 6293055855285553556 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 94.47% OUTCOME ------- Status: SUCCESS Completed ticks: 891 Passengers seated: 235/235 Average waiting ticks: 391.23 Longest waiting passenger: P122->28F(RIGHT) Longest waiting ticks: 823 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles8-10:occupied=3:anchor=P58:selected=P45:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1568 Maximum occupied tiles: 12 Seat events: 111 Single-blocker events: 37 Multiple-blocker events: 6 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 1846 Maximum occupied tiles: 12 Seat events: 124 Single-blocker events: 37 Multiple-blocker events: 12 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 125 Reservations granted: 123 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4149 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5109 Total stationary ticks: 95294 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 493 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 493 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 66 CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT ============================================================ Date/Time: 2026-07-17 15:57:29 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 25 Scenario seed: 6293055855285553556 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 94.47% OUTCOME ------- Status: SUCCESS Completed ticks: 891 Passengers seated: 235/235 Average waiting ticks: 391.23 Longest waiting passenger: P122->28F(RIGHT) Longest waiting ticks: 823 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles8-10:occupied=3:anchor=P58:selected=P45:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1568 Maximum occupied tiles: 12 Seat events: 111 Single-blocker events: 37 Multiple-blocker events: 6 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 1846 Maximum occupied tiles: 12 Seat events: 124 Single-blocker events: 37 Multiple-blocker events: 12 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 125 Reservations granted: 123 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4149 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5109 Total stationary ticks: 95294 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 493 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 493 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 66 CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT ============================================================ Date/Time: 2026-07-17 15:57:29 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 26 Scenario seed: -9074491549561652642 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 989 Passengers seated: 282/282 Average waiting ticks: 460.29 Longest waiting passenger: P129->11D(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2133 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 48 Multiple-blocker events: 11 Temporary aisle reoccupations: 70 RIGHT AISLE ----------- Total moves: 2221 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 42 Multiple-blocker events: 9 Temporary aisle reoccupations: 60 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 98 Reservations granted: 94 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5689 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6912 Total stationary ticks: 134633 Seat-event requests: 288 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 593 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 593 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 66 CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT ============================================================ Date/Time: 2026-07-17 15:57:29 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 26 Scenario seed: -9074491549561652642 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 989 Passengers seated: 282/282 Average waiting ticks: 460.30 Longest waiting passenger: P129->11D(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2133 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 48 Multiple-blocker events: 11 Temporary aisle reoccupations: 70 RIGHT AISLE ----------- Total moves: 2221 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 42 Multiple-blocker events: 9 Temporary aisle reoccupations: 60 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 98 Reservations granted: 94 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5694 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6912 Total stationary ticks: 134633 Seat-event requests: 288 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 595 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 595 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 66 CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT ============================================================ Date/Time: 2026-07-17 15:57:29 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 26 Scenario seed: -9074491549561652642 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 989 Passengers seated: 282/282 Average waiting ticks: 460.29 Longest waiting passenger: P129->11D(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2133 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 48 Multiple-blocker events: 11 Temporary aisle reoccupations: 70 RIGHT AISLE ----------- Total moves: 2221 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 42 Multiple-blocker events: 9 Temporary aisle reoccupations: 60 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 98 Reservations granted: 94 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5689 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6912 Total stationary ticks: 134633 Seat-event requests: 288 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 593 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 593 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 66 CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT ============================================================ Date/Time: 2026-07-17 15:57:29 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 27 Scenario seed: -9036946652584501975 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2336 Passengers seated: 229/235 Average waiting ticks: 417.88 Longest waiting passenger: P71->8C(RIGHT) Longest waiting ticks: 2318 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1532 Regions dissolved: 1 Repeated reconstructions avoided: 1532 Largest region lifetime: 1521 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1521:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1518 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1681 Maximum occupied tiles: 12 Seat events: 117 Single-blocker events: 32 Multiple-blocker events: 11 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1689 Maximum occupied tiles: 11 Seat events: 112 Single-blocker events: 29 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1651 Reservations granted: 1647 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 5160 Longest unresolved passenger ID: 129 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 186 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14019 Total stationary ticks: 105901 Seat-event requests: 1762 Failed seat-event starts: 1533 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 71 Critical blocker identity: P71->8C(RIGHT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 6 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT) P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1533 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 9|10|11 Critical blocker unavailable yield tiles: 11 Critical blocker yield-tile occupants: 129 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1533 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 512 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P78->12H(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 9|10|11 Current unavailable yield tiles: 11 Current yield-tile occupants: 129 Final row-event chain: 71|129|78 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 66 CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT ============================================================ Date/Time: 2026-07-17 15:57:29 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 27 Scenario seed: -9036946652584501975 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2336 Passengers seated: 229/235 Average waiting ticks: 417.88 Longest waiting passenger: P71->8C(RIGHT) Longest waiting ticks: 2318 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1532 Regions dissolved: 1 Repeated reconstructions avoided: 1532 Largest region lifetime: 1521 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1521:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1518 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1681 Maximum occupied tiles: 12 Seat events: 117 Single-blocker events: 32 Multiple-blocker events: 11 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1689 Maximum occupied tiles: 11 Seat events: 112 Single-blocker events: 29 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1651 Reservations granted: 1647 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 5160 Longest unresolved passenger ID: 129 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 186 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14019 Total stationary ticks: 105901 Seat-event requests: 1762 Failed seat-event starts: 1533 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 71 Critical blocker identity: P71->8C(RIGHT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 6 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT) P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1533 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 9|10|11 Critical blocker unavailable yield tiles: 11 Critical blocker yield-tile occupants: 129 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1533 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 512 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P78->12H(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 9|10|11 Current unavailable yield tiles: 11 Current yield-tile occupants: 129 Final row-event chain: 71|129|78 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 66 CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT ============================================================ Date/Time: 2026-07-17 15:57:29 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 27 Scenario seed: -9036946652584501975 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2336 Passengers seated: 229/235 Average waiting ticks: 417.88 Longest waiting passenger: P71->8C(RIGHT) Longest waiting ticks: 2318 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1532 Regions dissolved: 1 Repeated reconstructions avoided: 1532 Largest region lifetime: 1521 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1521:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1518 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1681 Maximum occupied tiles: 12 Seat events: 117 Single-blocker events: 32 Multiple-blocker events: 11 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1689 Maximum occupied tiles: 11 Seat events: 112 Single-blocker events: 29 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1651 Reservations granted: 1647 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 5160 Longest unresolved passenger ID: 129 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 186 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14019 Total stationary ticks: 105901 Seat-event requests: 1762 Failed seat-event starts: 1533 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 71 Critical blocker identity: P71->8C(RIGHT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 6 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT) P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1533 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 9|10|11 Critical blocker unavailable yield tiles: 11 Critical blocker yield-tile occupants: 129 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1533 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 512 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P78->12H(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 9|10|11 Current unavailable yield tiles: 11 Current yield-tile occupants: 129 Final row-event chain: 71|129|78 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 66 CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT ============================================================ Date/Time: 2026-07-17 15:57:29 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 28 Scenario seed: 3854657311787069719 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 99.57% OUTCOME ------- Status: SUCCESS Completed ticks: 846 Passengers seated: 235/235 Average waiting ticks: 387.29 Longest waiting passenger: P209->24H(RIGHT) Longest waiting ticks: 791 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 17 Regions dissolved: 1 Repeated reconstructions avoided: 17 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=18 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1630 Maximum occupied tiles: 11 Seat events: 117 Single-blocker events: 29 Multiple-blocker events: 8 Temporary aisle reoccupations: 46 RIGHT AISLE ----------- Total moves: 1792 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 34 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 130 Reservations granted: 128 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4304 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5385 Total stationary ticks: 94620 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 509 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 509 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 66 CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT ============================================================ Date/Time: 2026-07-17 15:57:29 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 28 Scenario seed: 3854657311787069719 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 99.57% OUTCOME ------- Status: SUCCESS Completed ticks: 846 Passengers seated: 235/235 Average waiting ticks: 387.29 Longest waiting passenger: P209->24H(RIGHT) Longest waiting ticks: 791 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 17 Regions dissolved: 1 Repeated reconstructions avoided: 17 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=18 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1630 Maximum occupied tiles: 11 Seat events: 117 Single-blocker events: 29 Multiple-blocker events: 8 Temporary aisle reoccupations: 46 RIGHT AISLE ----------- Total moves: 1792 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 34 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 130 Reservations granted: 128 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4303 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5384 Total stationary ticks: 94620 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 509 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 509 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 66 CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT ============================================================ Date/Time: 2026-07-17 15:57:29 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 28 Scenario seed: 3854657311787069719 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 99.57% OUTCOME ------- Status: SUCCESS Completed ticks: 846 Passengers seated: 235/235 Average waiting ticks: 387.29 Longest waiting passenger: P209->24H(RIGHT) Longest waiting ticks: 791 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 17 Regions dissolved: 1 Repeated reconstructions avoided: 17 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=18 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1630 Maximum occupied tiles: 11 Seat events: 117 Single-blocker events: 29 Multiple-blocker events: 8 Temporary aisle reoccupations: 46 RIGHT AISLE ----------- Total moves: 1792 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 34 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 130 Reservations granted: 128 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4304 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5385 Total stationary ticks: 94620 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 509 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 509 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 66 CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT ============================================================ Date/Time: 2026-07-17 15:57:29 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 29 Scenario seed: -4567754299527007339 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 91.06% OUTCOME ------- Status: SUCCESS Completed ticks: 902 Passengers seated: 235/235 Average waiting ticks: 390.21 Longest waiting passenger: P72->10D(LEFT) Longest waiting ticks: 865 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 21 Regions dissolved: 1 Repeated reconstructions avoided: 21 Largest region lifetime: 22 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=22 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1777 Maximum occupied tiles: 11 Seat events: 128 Single-blocker events: 25 Multiple-blocker events: 19 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 1611 Maximum occupied tiles: 11 Seat events: 107 Single-blocker events: 31 Multiple-blocker events: 4 Temporary aisle reoccupations: 39 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 128 Reservations granted: 125 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4209 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5267 Total stationary ticks: 95173 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 540 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 66 CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT ============================================================ Date/Time: 2026-07-17 15:57:29 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 29 Scenario seed: -4567754299527007339 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 91.06% OUTCOME ------- Status: SUCCESS Completed ticks: 902 Passengers seated: 235/235 Average waiting ticks: 390.21 Longest waiting passenger: P72->10D(LEFT) Longest waiting ticks: 865 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 21 Regions dissolved: 1 Repeated reconstructions avoided: 21 Largest region lifetime: 22 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=22 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1777 Maximum occupied tiles: 11 Seat events: 128 Single-blocker events: 25 Multiple-blocker events: 19 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 1611 Maximum occupied tiles: 11 Seat events: 107 Single-blocker events: 31 Multiple-blocker events: 4 Temporary aisle reoccupations: 39 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 128 Reservations granted: 125 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4209 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5267 Total stationary ticks: 95173 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 540 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 66 CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT ============================================================ Date/Time: 2026-07-17 15:57:29 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 29 Scenario seed: -4567754299527007339 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 91.06% OUTCOME ------- Status: SUCCESS Completed ticks: 902 Passengers seated: 235/235 Average waiting ticks: 390.21 Longest waiting passenger: P72->10D(LEFT) Longest waiting ticks: 865 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 21 Regions dissolved: 1 Repeated reconstructions avoided: 21 Largest region lifetime: 22 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=22 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1777 Maximum occupied tiles: 11 Seat events: 128 Single-blocker events: 25 Multiple-blocker events: 19 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 1611 Maximum occupied tiles: 11 Seat events: 107 Single-blocker events: 31 Multiple-blocker events: 4 Temporary aisle reoccupations: 39 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 128 Reservations granted: 125 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4209 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5267 Total stationary ticks: 95173 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 540 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 66 CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT ============================================================ Date/Time: 2026-07-17 15:57:29 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 30 Scenario seed: 3367915316291643157 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 869 Passengers seated: 235/235 Average waiting ticks: 394.64 Longest waiting passenger: P74->3A(LEFT) Longest waiting ticks: 817 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1723 Maximum occupied tiles: 11 Seat events: 119 Single-blocker events: 29 Multiple-blocker events: 14 Temporary aisle reoccupations: 61 RIGHT AISLE ----------- Total moves: 1665 Maximum occupied tiles: 11 Seat events: 116 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 124 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3914 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5047 Total stationary ticks: 95938 Seat-event requests: 243 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 572 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 7 Active-event deferrals: 572 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 66 CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT ============================================================ Date/Time: 2026-07-17 15:57:29 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 30 Scenario seed: 3367915316291643157 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 869 Passengers seated: 235/235 Average waiting ticks: 394.64 Longest waiting passenger: P74->3A(LEFT) Longest waiting ticks: 817 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1723 Maximum occupied tiles: 11 Seat events: 119 Single-blocker events: 29 Multiple-blocker events: 14 Temporary aisle reoccupations: 61 RIGHT AISLE ----------- Total moves: 1665 Maximum occupied tiles: 11 Seat events: 116 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 124 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3914 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5047 Total stationary ticks: 95938 Seat-event requests: 243 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 572 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 7 Active-event deferrals: 572 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 66 CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT ============================================================ Date/Time: 2026-07-17 15:57:29 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 30 Scenario seed: 3367915316291643157 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 869 Passengers seated: 235/235 Average waiting ticks: 394.64 Longest waiting passenger: P74->3A(LEFT) Longest waiting ticks: 817 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1723 Maximum occupied tiles: 11 Seat events: 119 Single-blocker events: 29 Multiple-blocker events: 14 Temporary aisle reoccupations: 61 RIGHT AISLE ----------- Total moves: 1665 Maximum occupied tiles: 11 Seat events: 116 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 124 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3914 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5047 Total stationary ticks: 95938 Seat-event requests: 243 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 572 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 7 Active-event deferrals: 572 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n ************************************************************ BATCH EXPERIMENT SUMMARY RESEARCH EXPERIMENT 66 CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT ************************************************************ Experiment seed: 9783790101901 Scenarios executed: 90 Successful completions: 66 Incomplete/MAX_TICKS: 24 Average completed ticks: 1367.00 Average waiting ticks: 460.14 ************************************************************ ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 67 RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION ============================================================ Date/Time: 2026-07-17 16:55:07 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 1 Scenario seed: 3055370766012738473 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 842 Passengers seated: 235/235 Average waiting ticks: 381.71 Longest waiting passenger: P14->4G(RIGHT) Longest waiting ticks: 802 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 31 Regions dissolved: 3 Repeated reconstructions avoided: 31 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 0 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1605 Maximum occupied tiles: 13 Seat events: 114 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 56 RIGHT AISLE ----------- Total moves: 1759 Maximum occupied tiles: 13 Seat events: 121 Single-blocker events: 28 Multiple-blocker events: 11 Temporary aisle reoccupations: 53 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 129 Reservations granted: 129 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4378 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5526 Total stationary ticks: 93373 Seat-event requests: 249 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 592 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 592 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 67 RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION ============================================================ Date/Time: 2026-07-17 16:55:07 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 1 Scenario seed: 3055370766012738473 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 842 Passengers seated: 235/235 Average waiting ticks: 381.71 Longest waiting passenger: P14->4G(RIGHT) Longest waiting ticks: 802 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 31 Regions dissolved: 3 Repeated reconstructions avoided: 31 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 0 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1605 Maximum occupied tiles: 13 Seat events: 114 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 56 RIGHT AISLE ----------- Total moves: 1759 Maximum occupied tiles: 13 Seat events: 121 Single-blocker events: 28 Multiple-blocker events: 11 Temporary aisle reoccupations: 53 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 129 Reservations granted: 129 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4378 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5526 Total stationary ticks: 93373 Seat-event requests: 249 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 592 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 592 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 67 RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION ============================================================ Date/Time: 2026-07-17 16:55:07 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 1 Scenario seed: 3055370766012738473 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 842 Passengers seated: 235/235 Average waiting ticks: 381.71 Longest waiting passenger: P14->4G(RIGHT) Longest waiting ticks: 802 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 31 Regions dissolved: 3 Repeated reconstructions avoided: 31 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 0 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1605 Maximum occupied tiles: 13 Seat events: 114 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 56 RIGHT AISLE ----------- Total moves: 1759 Maximum occupied tiles: 13 Seat events: 121 Single-blocker events: 28 Multiple-blocker events: 11 Temporary aisle reoccupations: 53 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 129 Reservations granted: 129 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4378 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5526 Total stationary ticks: 93373 Seat-event requests: 249 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 592 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 592 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 67 RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION ============================================================ Date/Time: 2026-07-17 16:55:07 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 2 Scenario seed: -5861873949581201790 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 461.78 Longest waiting passenger: P176->13G(RIGHT) Longest waiting ticks: 940 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2124 Maximum occupied tiles: 12 Seat events: 140 Single-blocker events: 52 Multiple-blocker events: 12 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2238 Maximum occupied tiles: 13 Seat events: 142 Single-blocker events: 33 Multiple-blocker events: 24 Temporary aisle reoccupations: 81 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 99 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5604 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6986 Total stationary ticks: 134989 Seat-event requests: 296 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 657 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 657 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 67 RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION ============================================================ Date/Time: 2026-07-17 16:55:07 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 2 Scenario seed: -5861873949581201790 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 461.78 Longest waiting passenger: P176->13G(RIGHT) Longest waiting ticks: 940 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2124 Maximum occupied tiles: 12 Seat events: 140 Single-blocker events: 52 Multiple-blocker events: 12 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2238 Maximum occupied tiles: 13 Seat events: 142 Single-blocker events: 33 Multiple-blocker events: 24 Temporary aisle reoccupations: 81 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 99 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5604 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6986 Total stationary ticks: 134989 Seat-event requests: 296 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 657 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 657 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 67 RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION ============================================================ Date/Time: 2026-07-17 16:55:08 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 2 Scenario seed: -5861873949581201790 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 461.78 Longest waiting passenger: P176->13G(RIGHT) Longest waiting ticks: 940 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2124 Maximum occupied tiles: 12 Seat events: 140 Single-blocker events: 52 Multiple-blocker events: 12 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2238 Maximum occupied tiles: 13 Seat events: 142 Single-blocker events: 33 Multiple-blocker events: 24 Temporary aisle reoccupations: 81 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 99 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5604 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6986 Total stationary ticks: 134989 Seat-event requests: 296 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 657 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 657 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 67 RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION ============================================================ Date/Time: 2026-07-17 16:55:08 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 3 Scenario seed: 6413959567787430862 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 99.72% OUTCOME ------- Status: SUCCESS Completed ticks: 1255 Passengers seated: 353/353 Average waiting ticks: 584.28 Longest waiting passenger: P110->21D(LEFT) Longest waiting ticks: 1200 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 51 Regions dissolved: 4 Repeated reconstructions avoided: 51 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=11 Confirmation deferral ticks: 5 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3168 Maximum occupied tiles: 14 Seat events: 177 Single-blocker events: 45 Multiple-blocker events: 29 Temporary aisle reoccupations: 109 RIGHT AISLE ----------- Total moves: 3052 Maximum occupied tiles: 13 Seat events: 176 Single-blocker events: 53 Multiple-blocker events: 27 Temporary aisle reoccupations: 112 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 159 Reservations granted: 157 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8069 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9772 Total stationary ticks: 213222 Seat-event requests: 381 Failed seat-event starts: 28 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 782 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 28 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 782 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 67 RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION ============================================================ Date/Time: 2026-07-17 16:55:08 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 3 Scenario seed: 6413959567787430862 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 99.72% OUTCOME ------- Status: SUCCESS Completed ticks: 1255 Passengers seated: 353/353 Average waiting ticks: 584.23 Longest waiting passenger: P110->21D(LEFT) Longest waiting ticks: 1200 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 51 Regions dissolved: 4 Repeated reconstructions avoided: 51 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=11 Confirmation deferral ticks: 5 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3168 Maximum occupied tiles: 14 Seat events: 177 Single-blocker events: 45 Multiple-blocker events: 29 Temporary aisle reoccupations: 109 RIGHT AISLE ----------- Total moves: 3052 Maximum occupied tiles: 13 Seat events: 176 Single-blocker events: 53 Multiple-blocker events: 27 Temporary aisle reoccupations: 112 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 159 Reservations granted: 157 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8079 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9784 Total stationary ticks: 213224 Seat-event requests: 381 Failed seat-event starts: 28 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 775 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 28 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 775 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 67 RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION ============================================================ Date/Time: 2026-07-17 16:55:08 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 3 Scenario seed: 6413959567787430862 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 99.72% OUTCOME ------- Status: SUCCESS Completed ticks: 1255 Passengers seated: 353/353 Average waiting ticks: 584.23 Longest waiting passenger: P110->21D(LEFT) Longest waiting ticks: 1200 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 51 Regions dissolved: 4 Repeated reconstructions avoided: 51 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=11 Confirmation deferral ticks: 5 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3168 Maximum occupied tiles: 14 Seat events: 177 Single-blocker events: 45 Multiple-blocker events: 29 Temporary aisle reoccupations: 109 RIGHT AISLE ----------- Total moves: 3052 Maximum occupied tiles: 13 Seat events: 176 Single-blocker events: 53 Multiple-blocker events: 27 Temporary aisle reoccupations: 112 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 159 Reservations granted: 157 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8079 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9784 Total stationary ticks: 213224 Seat-event requests: 381 Failed seat-event starts: 28 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 775 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 28 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 775 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 67 RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION ============================================================ Date/Time: 2026-07-17 16:55:08 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 4 Scenario seed: -6874954252876456991 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2294 Passengers seated: 169/235 Average waiting ticks: 811.85 Longest waiting passenger: P2->16C(RIGHT) Longest waiting ticks: 2294 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 4 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1889 Regions dissolved: 0 Repeated reconstructions avoided: 1889 Largest region lifetime: 1890 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1890:occupied=4 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1887 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1607 Maximum occupied tiles: 13 Seat events: 113 Single-blocker events: 31 Multiple-blocker events: 9 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 914 Maximum occupied tiles: 12 Seat events: 56 Single-blocker events: 9 Multiple-blocker events: 1 Temporary aisle reoccupations: 11 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1981 Reservations granted: 1976 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 57 Remaining moving in aisle: 6 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 11640 Longest unresolved passenger ID: 2 Longest unresolved row: 16 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 109 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 6 Total blocked ticks: 20936 Total stationary ticks: 204785 Seat-event requests: 2064 Failed seat-event starts: 1895 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 169 Critical blocker identity: P169->4C(RIGHT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 9 Unresolved outside passengers: 57 Unresolved internal passengers outside critical tree: 5 Critical blocker tree: P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT) P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1895 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 5|6|7 Critical blocker unavailable yield tiles: 7 Critical blocker yield-tile occupants: 165 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1895 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 388 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P53->8E(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 5|6|7 Current unavailable yield tiles: 7 Current yield-tile occupants: 165 Final row-event chain: 169|165|53 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 67 RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION ============================================================ Date/Time: 2026-07-17 16:55:08 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 4 Scenario seed: -6874954252876456991 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2294 Passengers seated: 169/235 Average waiting ticks: 811.85 Longest waiting passenger: P2->16C(RIGHT) Longest waiting ticks: 2294 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 4 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1889 Regions dissolved: 0 Repeated reconstructions avoided: 1889 Largest region lifetime: 1890 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1890:occupied=4 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1887 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1607 Maximum occupied tiles: 13 Seat events: 113 Single-blocker events: 31 Multiple-blocker events: 9 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 914 Maximum occupied tiles: 12 Seat events: 56 Single-blocker events: 9 Multiple-blocker events: 1 Temporary aisle reoccupations: 11 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1981 Reservations granted: 1976 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 57 Remaining moving in aisle: 6 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 11640 Longest unresolved passenger ID: 2 Longest unresolved row: 16 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 109 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 6 Total blocked ticks: 20922 Total stationary ticks: 204781 Seat-event requests: 2064 Failed seat-event starts: 1895 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 169 Critical blocker identity: P169->4C(RIGHT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 9 Unresolved outside passengers: 57 Unresolved internal passengers outside critical tree: 5 Critical blocker tree: P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT) P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1895 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 5|6|7 Critical blocker unavailable yield tiles: 7 Critical blocker yield-tile occupants: 165 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1895 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 380 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P53->8E(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 5|6|7 Current unavailable yield tiles: 7 Current yield-tile occupants: 165 Final row-event chain: 169|165|53 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 67 RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION ============================================================ Date/Time: 2026-07-17 16:55:08 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 4 Scenario seed: -6874954252876456991 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2294 Passengers seated: 169/235 Average waiting ticks: 811.85 Longest waiting passenger: P2->16C(RIGHT) Longest waiting ticks: 2294 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 4 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1889 Regions dissolved: 0 Repeated reconstructions avoided: 1889 Largest region lifetime: 1890 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1890:occupied=4 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1887 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1607 Maximum occupied tiles: 13 Seat events: 113 Single-blocker events: 31 Multiple-blocker events: 9 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 914 Maximum occupied tiles: 12 Seat events: 56 Single-blocker events: 9 Multiple-blocker events: 1 Temporary aisle reoccupations: 11 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1981 Reservations granted: 1976 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 57 Remaining moving in aisle: 6 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 11640 Longest unresolved passenger ID: 2 Longest unresolved row: 16 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 109 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 6 Total blocked ticks: 20936 Total stationary ticks: 204785 Seat-event requests: 2064 Failed seat-event starts: 1895 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 169 Critical blocker identity: P169->4C(RIGHT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 9 Unresolved outside passengers: 57 Unresolved internal passengers outside critical tree: 5 Critical blocker tree: P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT) P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1895 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 5|6|7 Critical blocker unavailable yield tiles: 7 Critical blocker yield-tile occupants: 165 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1895 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 388 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P53->8E(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 5|6|7 Current unavailable yield tiles: 7 Current yield-tile occupants: 165 Final row-event chain: 169|165|53 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 67 RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION ============================================================ Date/Time: 2026-07-17 16:55:08 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 5 Scenario seed: -3861213001347413166 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1037 Passengers seated: 282/282 Average waiting ticks: 463.27 Longest waiting passenger: P14->18D(LEFT) Longest waiting ticks: 988 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2266 Maximum occupied tiles: 13 Seat events: 148 Single-blocker events: 41 Multiple-blocker events: 16 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 2110 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 45 Multiple-blocker events: 14 Temporary aisle reoccupations: 73 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 95 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5619 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6814 Total stationary ticks: 135338 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 584 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 584 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 67 RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION ============================================================ Date/Time: 2026-07-17 16:55:08 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 5 Scenario seed: -3861213001347413166 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1037 Passengers seated: 282/282 Average waiting ticks: 463.27 Longest waiting passenger: P14->18D(LEFT) Longest waiting ticks: 988 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2266 Maximum occupied tiles: 13 Seat events: 148 Single-blocker events: 41 Multiple-blocker events: 16 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 2110 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 45 Multiple-blocker events: 14 Temporary aisle reoccupations: 73 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 95 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5619 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6814 Total stationary ticks: 135338 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 584 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 584 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 67 RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION ============================================================ Date/Time: 2026-07-17 16:55:08 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 5 Scenario seed: -3861213001347413166 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1037 Passengers seated: 282/282 Average waiting ticks: 463.27 Longest waiting passenger: P14->18D(LEFT) Longest waiting ticks: 988 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2266 Maximum occupied tiles: 13 Seat events: 148 Single-blocker events: 41 Multiple-blocker events: 16 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 2110 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 45 Multiple-blocker events: 14 Temporary aisle reoccupations: 73 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 95 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5619 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6814 Total stationary ticks: 135338 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 584 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 584 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 67 RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION ============================================================ Date/Time: 2026-07-17 16:55:08 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 6 Scenario seed: 5232186905524502075 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 94.47% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2349 Passengers seated: 226/235 Average waiting ticks: 412.04 Longest waiting passenger: P148->22D(RIGHT) Longest waiting ticks: 2308 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 10 Cluster candidates evaluated: 3 Executable cluster candidates: 1 Rejected cluster candidates: 2 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 9 Selected release potential total: 5 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1602 Regions dissolved: 2 Repeated reconstructions avoided: 1602 Largest region lifetime: 1574 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1574:occupied=9 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1520 State changes reopening evaluation: 9 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1534 Maximum occupied tiles: 11 Seat events: 111 Single-blocker events: 33 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1850 Maximum occupied tiles: 13 Seat events: 115 Single-blocker events: 25 Multiple-blocker events: 11 Temporary aisle reoccupations: 49 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1668 Reservations granted: 1665 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 7 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 11128 Longest unresolved passenger ID: 198 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 7 Longest dependency chain: P102(27G/RIGHT) -> P111(26C/RIGHT) -> P180(26D/RIGHT) -> P228(28H/RIGHT) -> P123(29E/RIGHT) -> P198(30F/RIGHT) -> P69(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 102 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 7 Total blocked ticks: 18631 Total stationary ticks: 110660 Seat-event requests: 1780 Failed seat-event starts: 1554 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 69 Critical blocker identity: P69->29C(RIGHT) Direct fan-out: 1 Total indirect descendants: 6 Critical tree size including blocker: 7 Critical tree depth: 7 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 9 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P69(29C/RIGHT/WAITING_FOR_SEAT_EVENT) P198(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P123(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P228(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P180(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P111(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P102(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1519 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1519 Rear-boundary failures: 35 Middle-bank reservation failures: 3 Active-event deferrals: 539 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1782\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1522\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 67 RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION ============================================================ Date/Time: 2026-07-17 16:55:08 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 6 Scenario seed: 5232186905524502075 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 94.47% OUTCOME ------- Status: SUCCESS Completed ticks: 892 Passengers seated: 235/235 Average waiting ticks: 399.84 Longest waiting passenger: P204->17E(RIGHT) Longest waiting ticks: 844 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 6 Selected release potential total: 5 Last cluster decision: RIGHT:tiles8-13:occupied=6:anchor=P172:selected=P162:directReleases=0:releasePotential=5 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 29 Regions dissolved: 2 Repeated reconstructions avoided: 29 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1534 Maximum occupied tiles: 11 Seat events: 111 Single-blocker events: 33 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1872 Maximum occupied tiles: 11 Seat events: 124 Single-blocker events: 28 Multiple-blocker events: 15 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 134 Reservations granted: 131 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3993 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4927 Total stationary ticks: 97124 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 507 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 507 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 67 RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION ============================================================ Date/Time: 2026-07-17 16:55:08 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 6 Scenario seed: 5232186905524502075 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 94.47% OUTCOME ------- Status: SUCCESS Completed ticks: 892 Passengers seated: 235/235 Average waiting ticks: 399.84 Longest waiting passenger: P204->17E(RIGHT) Longest waiting ticks: 844 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 6 Selected release potential total: 5 Last cluster decision: RIGHT:tiles8-13:occupied=6:anchor=P172:selected=P162:directReleases=0:releasePotential=5 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 29 Regions dissolved: 2 Repeated reconstructions avoided: 29 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1534 Maximum occupied tiles: 11 Seat events: 111 Single-blocker events: 33 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1872 Maximum occupied tiles: 11 Seat events: 124 Single-blocker events: 28 Multiple-blocker events: 15 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 134 Reservations granted: 131 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3993 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4927 Total stationary ticks: 97124 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 507 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 507 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 67 RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION ============================================================ Date/Time: 2026-07-17 16:55:08 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 7 Scenario seed: -6941493034642023543 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 95.75% OUTCOME ------- Status: SUCCESS Completed ticks: 1320 Passengers seated: 353/353 Average waiting ticks: 603.76 Longest waiting passenger: P99->23G(LEFT) Longest waiting ticks: 1270 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3201 Maximum occupied tiles: 15 Seat events: 184 Single-blocker events: 48 Multiple-blocker events: 27 Temporary aisle reoccupations: 104 RIGHT AISLE ----------- Total moves: 2947 Maximum occupied tiles: 13 Seat events: 169 Single-blocker events: 50 Multiple-blocker events: 21 Temporary aisle reoccupations: 95 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 152 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6822 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8389 Total stationary ticks: 218685 Seat-event requests: 375 Failed seat-event starts: 22 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 864 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 22 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 864 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 67 RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION ============================================================ Date/Time: 2026-07-17 16:55:08 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 7 Scenario seed: -6941493034642023543 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 95.75% OUTCOME ------- Status: SUCCESS Completed ticks: 1320 Passengers seated: 353/353 Average waiting ticks: 603.79 Longest waiting passenger: P99->23G(LEFT) Longest waiting ticks: 1270 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3201 Maximum occupied tiles: 15 Seat events: 184 Single-blocker events: 48 Multiple-blocker events: 27 Temporary aisle reoccupations: 104 RIGHT AISLE ----------- Total moves: 2947 Maximum occupied tiles: 13 Seat events: 169 Single-blocker events: 50 Multiple-blocker events: 21 Temporary aisle reoccupations: 95 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 152 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6817 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8387 Total stationary ticks: 218684 Seat-event requests: 374 Failed seat-event starts: 21 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 871 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 21 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 871 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 374\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 67 RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION ============================================================ Date/Time: 2026-07-17 16:55:08 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 7 Scenario seed: -6941493034642023543 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 95.75% OUTCOME ------- Status: SUCCESS Completed ticks: 1320 Passengers seated: 353/353 Average waiting ticks: 603.76 Longest waiting passenger: P99->23G(LEFT) Longest waiting ticks: 1270 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3201 Maximum occupied tiles: 15 Seat events: 184 Single-blocker events: 48 Multiple-blocker events: 27 Temporary aisle reoccupations: 104 RIGHT AISLE ----------- Total moves: 2947 Maximum occupied tiles: 13 Seat events: 169 Single-blocker events: 50 Multiple-blocker events: 21 Temporary aisle reoccupations: 95 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 152 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6822 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8389 Total stationary ticks: 218685 Seat-event requests: 375 Failed seat-event starts: 22 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 864 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 22 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 864 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 67 RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION ============================================================ Date/Time: 2026-07-17 16:55:08 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 8 Scenario seed: -8554465769121675260 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 861 Passengers seated: 235/235 Average waiting ticks: 382.57 Longest waiting passenger: P23->28C(RIGHT) Longest waiting ticks: 816 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1693 Maximum occupied tiles: 14 Seat events: 114 Single-blocker events: 26 Multiple-blocker events: 13 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 1699 Maximum occupied tiles: 12 Seat events: 121 Single-blocker events: 35 Multiple-blocker events: 11 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 125 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4487 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5649 Total stationary ticks: 93738 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 539 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 539 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 67 RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION ============================================================ Date/Time: 2026-07-17 16:55:08 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 8 Scenario seed: -8554465769121675260 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 861 Passengers seated: 235/235 Average waiting ticks: 382.62 Longest waiting passenger: P23->28C(RIGHT) Longest waiting ticks: 816 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1693 Maximum occupied tiles: 14 Seat events: 114 Single-blocker events: 26 Multiple-blocker events: 13 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 1699 Maximum occupied tiles: 12 Seat events: 121 Single-blocker events: 35 Multiple-blocker events: 11 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 125 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4472 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5637 Total stationary ticks: 93736 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 542 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 542 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 67 RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION ============================================================ Date/Time: 2026-07-17 16:55:08 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 8 Scenario seed: -8554465769121675260 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 861 Passengers seated: 235/235 Average waiting ticks: 382.62 Longest waiting passenger: P23->28C(RIGHT) Longest waiting ticks: 816 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1693 Maximum occupied tiles: 14 Seat events: 114 Single-blocker events: 26 Multiple-blocker events: 13 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 1699 Maximum occupied tiles: 12 Seat events: 121 Single-blocker events: 35 Multiple-blocker events: 11 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 125 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4472 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5637 Total stationary ticks: 93736 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 542 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 542 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 67 RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION ============================================================ Date/Time: 2026-07-17 16:55:08 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 9 Scenario seed: 5225839747377591732 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1015 Passengers seated: 282/282 Average waiting ticks: 466.34 Longest waiting passenger: P68->23A(LEFT) Longest waiting ticks: 960 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2100 Maximum occupied tiles: 11 Seat events: 144 Single-blocker events: 44 Multiple-blocker events: 12 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 2256 Maximum occupied tiles: 12 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 13 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 102 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5299 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6604 Total stationary ticks: 135920 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 691 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 691 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 67 RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION ============================================================ Date/Time: 2026-07-17 16:55:08 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 9 Scenario seed: 5225839747377591732 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1015 Passengers seated: 282/282 Average waiting ticks: 466.34 Longest waiting passenger: P68->23A(LEFT) Longest waiting ticks: 960 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2100 Maximum occupied tiles: 11 Seat events: 144 Single-blocker events: 44 Multiple-blocker events: 12 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 2256 Maximum occupied tiles: 12 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 13 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 102 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5299 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6604 Total stationary ticks: 135920 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 691 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 691 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 67 RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION ============================================================ Date/Time: 2026-07-17 16:55:08 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 9 Scenario seed: 5225839747377591732 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1015 Passengers seated: 282/282 Average waiting ticks: 466.34 Longest waiting passenger: P68->23A(LEFT) Longest waiting ticks: 960 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2100 Maximum occupied tiles: 11 Seat events: 144 Single-blocker events: 44 Multiple-blocker events: 12 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 2256 Maximum occupied tiles: 12 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 13 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 102 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5299 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6604 Total stationary ticks: 135920 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 691 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 691 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 67 RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION ============================================================ Date/Time: 2026-07-17 16:55:08 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 10 Scenario seed: 1939935009979591158 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2369 Passengers seated: 232/235 Average waiting ticks: 394.61 Longest waiting passenger: P8->28F(LEFT) Longest waiting ticks: 2299 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1636 Regions dissolved: 2 Repeated reconstructions avoided: 1636 Largest region lifetime: 1601 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1601:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1584 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 12 Seat events: 110 Single-blocker events: 30 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1757 Maximum occupied tiles: 11 Seat events: 122 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1714 Reservations granted: 1714 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 2 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4339 Longest unresolved passenger ID: 15 Longest unresolved row: 28 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 121 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 2 Total blocked ticks: 10065 Total stationary ticks: 99506 Seat-event requests: 1830 Failed seat-event starts: 1598 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 8 Critical blocker identity: P8->28F(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P8(28F/LEFT/WAITING_FOR_SEAT_EVENT) P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1587 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 3 Critical blocker required yield tiles: 29|30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 11 Rear-boundary failures: 1587 Middle-bank reservation failures: 0 Active-event deferrals: 484 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 29|30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 67 RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION ============================================================ Date/Time: 2026-07-17 16:55:08 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 10 Scenario seed: 1939935009979591158 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2369 Passengers seated: 232/235 Average waiting ticks: 394.60 Longest waiting passenger: P8->28F(LEFT) Longest waiting ticks: 2299 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1636 Regions dissolved: 2 Repeated reconstructions avoided: 1636 Largest region lifetime: 1601 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1601:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1584 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 12 Seat events: 110 Single-blocker events: 30 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1757 Maximum occupied tiles: 11 Seat events: 122 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1714 Reservations granted: 1714 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 2 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4349 Longest unresolved passenger ID: 15 Longest unresolved row: 28 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 121 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 2 Total blocked ticks: 10071 Total stationary ticks: 99508 Seat-event requests: 1830 Failed seat-event starts: 1598 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 8 Critical blocker identity: P8->28F(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P8(28F/LEFT/WAITING_FOR_SEAT_EVENT) P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1587 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 3 Critical blocker required yield tiles: 29|30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 11 Rear-boundary failures: 1587 Middle-bank reservation failures: 0 Active-event deferrals: 485 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 29|30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 67 RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION ============================================================ Date/Time: 2026-07-17 16:55:08 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 10 Scenario seed: 1939935009979591158 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2369 Passengers seated: 232/235 Average waiting ticks: 394.60 Longest waiting passenger: P8->28F(LEFT) Longest waiting ticks: 2299 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1636 Regions dissolved: 2 Repeated reconstructions avoided: 1636 Largest region lifetime: 1601 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1601:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1584 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 12 Seat events: 110 Single-blocker events: 30 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1757 Maximum occupied tiles: 11 Seat events: 122 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1714 Reservations granted: 1714 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 2 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4349 Longest unresolved passenger ID: 15 Longest unresolved row: 28 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 121 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 2 Total blocked ticks: 10071 Total stationary ticks: 99508 Seat-event requests: 1830 Failed seat-event starts: 1598 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 8 Critical blocker identity: P8->28F(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P8(28F/LEFT/WAITING_FOR_SEAT_EVENT) P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1587 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 3 Critical blocker required yield tiles: 29|30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 11 Rear-boundary failures: 1587 Middle-bank reservation failures: 0 Active-event deferrals: 485 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 29|30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 67 RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION ============================================================ Date/Time: 2026-07-17 16:55:08 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 11 Scenario seed: 1252229027809620306 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 97.45% OUTCOME ------- Status: SUCCESS Completed ticks: 1280 Passengers seated: 353/353 Average waiting ticks: 583.29 Longest waiting passenger: P34->24D(LEFT) Longest waiting ticks: 1216 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3262 Maximum occupied tiles: 13 Seat events: 181 Single-blocker events: 47 Multiple-blocker events: 22 Temporary aisle reoccupations: 97 RIGHT AISLE ----------- Total moves: 2896 Maximum occupied tiles: 14 Seat events: 172 Single-blocker events: 43 Multiple-blocker events: 26 Temporary aisle reoccupations: 100 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 149 Reservations granted: 149 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8010 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9374 Total stationary ticks: 212715 Seat-event requests: 371 Failed seat-event starts: 18 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 643 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 18 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 643 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 67 RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION ============================================================ Date/Time: 2026-07-17 16:55:08 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 11 Scenario seed: 1252229027809620306 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 97.45% OUTCOME ------- Status: SUCCESS Completed ticks: 1280 Passengers seated: 353/353 Average waiting ticks: 583.32 Longest waiting passenger: P34->24D(LEFT) Longest waiting ticks: 1216 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3262 Maximum occupied tiles: 13 Seat events: 181 Single-blocker events: 47 Multiple-blocker events: 22 Temporary aisle reoccupations: 97 RIGHT AISLE ----------- Total moves: 2896 Maximum occupied tiles: 14 Seat events: 172 Single-blocker events: 43 Multiple-blocker events: 26 Temporary aisle reoccupations: 100 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 149 Reservations granted: 149 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7975 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9381 Total stationary ticks: 212716 Seat-event requests: 371 Failed seat-event starts: 18 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 654 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 18 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 654 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 67 RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION ============================================================ Date/Time: 2026-07-17 16:55:08 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 11 Scenario seed: 1252229027809620306 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 97.45% OUTCOME ------- Status: SUCCESS Completed ticks: 1280 Passengers seated: 353/353 Average waiting ticks: 583.33 Longest waiting passenger: P34->24D(LEFT) Longest waiting ticks: 1216 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3262 Maximum occupied tiles: 13 Seat events: 181 Single-blocker events: 47 Multiple-blocker events: 22 Temporary aisle reoccupations: 97 RIGHT AISLE ----------- Total moves: 2896 Maximum occupied tiles: 14 Seat events: 172 Single-blocker events: 43 Multiple-blocker events: 26 Temporary aisle reoccupations: 100 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 149 Reservations granted: 149 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7965 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9358 Total stationary ticks: 212708 Seat-event requests: 371 Failed seat-event starts: 18 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 646 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 18 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 646 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 67 RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION ============================================================ Date/Time: 2026-07-17 16:55:08 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 12 Scenario seed: 8187627317652047108 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 93.62% OUTCOME ------- Status: SUCCESS Completed ticks: 880 Passengers seated: 235/235 Average waiting ticks: 383.92 Longest waiting passenger: P3->11G(RIGHT) Longest waiting ticks: 827 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 29 Regions dissolved: 1 Repeated reconstructions avoided: 29 Largest region lifetime: 30 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=30 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 13 Seat events: 110 Single-blocker events: 28 Multiple-blocker events: 7 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1738 Maximum occupied tiles: 12 Seat events: 125 Single-blocker events: 35 Multiple-blocker events: 14 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 135 Reservations granted: 125 Reservations denied/waited: 10 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4421 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5748 Total stationary ticks: 94039 Seat-event requests: 241 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 646 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 10 Active-event deferrals: 646 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 67 RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION ============================================================ Date/Time: 2026-07-17 16:55:08 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 12 Scenario seed: 8187627317652047108 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 93.62% OUTCOME ------- Status: SUCCESS Completed ticks: 880 Passengers seated: 235/235 Average waiting ticks: 384.07 Longest waiting passenger: P3->11G(RIGHT) Longest waiting ticks: 827 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 29 Regions dissolved: 1 Repeated reconstructions avoided: 29 Largest region lifetime: 30 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=30 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 13 Seat events: 110 Single-blocker events: 28 Multiple-blocker events: 7 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1738 Maximum occupied tiles: 12 Seat events: 125 Single-blocker events: 35 Multiple-blocker events: 14 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 133 Reservations granted: 125 Reservations denied/waited: 8 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4381 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5693 Total stationary ticks: 94024 Seat-event requests: 241 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 645 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 8 Active-event deferrals: 645 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 67 RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION ============================================================ Date/Time: 2026-07-17 16:55:09 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 12 Scenario seed: 8187627317652047108 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 93.62% OUTCOME ------- Status: SUCCESS Completed ticks: 880 Passengers seated: 235/235 Average waiting ticks: 383.86 Longest waiting passenger: P3->11G(RIGHT) Longest waiting ticks: 827 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 29 Regions dissolved: 1 Repeated reconstructions avoided: 29 Largest region lifetime: 30 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=30 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 13 Seat events: 110 Single-blocker events: 28 Multiple-blocker events: 7 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1738 Maximum occupied tiles: 12 Seat events: 125 Single-blocker events: 35 Multiple-blocker events: 14 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 135 Reservations granted: 125 Reservations denied/waited: 10 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4431 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5747 Total stationary ticks: 94038 Seat-event requests: 241 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 634 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 10 Active-event deferrals: 634 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 67 RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION ============================================================ Date/Time: 2026-07-17 16:55:09 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 13 Scenario seed: 6351835860743924132 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 65.96% Aisle-assignment balance: 95.04% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2516 Passengers seated: 277/282 Average waiting ticks: 479.16 Longest waiting passenger: P279->31A(LEFT) Longest waiting ticks: 2446 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 0 Rejected cluster candidates: 1 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 5 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1515 Regions dissolved: 0 Repeated reconstructions avoided: 1515 Largest region lifetime: 1516 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1516:occupied=5 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1499 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2303 Maximum occupied tiles: 15 Seat events: 143 Single-blocker events: 44 Multiple-blocker events: 16 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2058 Maximum occupied tiles: 13 Seat events: 134 Single-blocker events: 36 Multiple-blocker events: 13 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 96 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5609 Longest unresolved passenger ID: 117 Longest unresolved row: 32 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 226 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14637 Total stationary ticks: 144501 Seat-event requests: 1814 Failed seat-event starts: 1537 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 111 Critical blocker identity: P111->28A(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P111(28A/LEFT/WAITING_FOR_SEAT_EVENT) P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1513 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 29|30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 117 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1513 Rear-boundary failures: 24 Middle-bank reservation failures: 1 Active-event deferrals: 702 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P279->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=925,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 29|30 Current unavailable yield tiles: 30 Current yield-tile occupants: 117 Final row-event chain: 111|117|279 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 67 RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION ============================================================ Date/Time: 2026-07-17 16:55:09 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 13 Scenario seed: 6351835860743924132 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 65.96% Aisle-assignment balance: 95.04% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2516 Passengers seated: 277/282 Average waiting ticks: 479.23 Longest waiting passenger: P279->31A(LEFT) Longest waiting ticks: 2446 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 0 Rejected cluster candidates: 1 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 5 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1515 Regions dissolved: 0 Repeated reconstructions avoided: 1515 Largest region lifetime: 1516 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1516:occupied=5 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1499 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2303 Maximum occupied tiles: 15 Seat events: 143 Single-blocker events: 44 Multiple-blocker events: 16 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2058 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 36 Multiple-blocker events: 13 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 96 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5567 Longest unresolved passenger ID: 117 Longest unresolved row: 32 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 226 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14536 Total stationary ticks: 144436 Seat-event requests: 1814 Failed seat-event starts: 1537 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 111 Critical blocker identity: P111->28A(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P111(28A/LEFT/WAITING_FOR_SEAT_EVENT) P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1513 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 29|30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 117 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1513 Rear-boundary failures: 24 Middle-bank reservation failures: 1 Active-event deferrals: 689 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P279->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=933,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 29|30 Current unavailable yield tiles: 30 Current yield-tile occupants: 117 Final row-event chain: 111|117|279 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 67 RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION ============================================================ Date/Time: 2026-07-17 16:55:09 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 13 Scenario seed: 6351835860743924132 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 65.96% Aisle-assignment balance: 95.04% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2516 Passengers seated: 277/282 Average waiting ticks: 479.23 Longest waiting passenger: P279->31A(LEFT) Longest waiting ticks: 2446 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 0 Rejected cluster candidates: 1 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 5 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1515 Regions dissolved: 0 Repeated reconstructions avoided: 1515 Largest region lifetime: 1516 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1516:occupied=5 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1499 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2303 Maximum occupied tiles: 15 Seat events: 143 Single-blocker events: 44 Multiple-blocker events: 16 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2058 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 36 Multiple-blocker events: 13 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 96 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5567 Longest unresolved passenger ID: 117 Longest unresolved row: 32 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 226 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14536 Total stationary ticks: 144436 Seat-event requests: 1814 Failed seat-event starts: 1537 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 111 Critical blocker identity: P111->28A(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P111(28A/LEFT/WAITING_FOR_SEAT_EVENT) P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1513 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 29|30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 117 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1513 Rear-boundary failures: 24 Middle-bank reservation failures: 1 Active-event deferrals: 689 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P279->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=933,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 29|30 Current unavailable yield tiles: 30 Current yield-tile occupants: 117 Final row-event chain: 111|117|279 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 67 RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION ============================================================ Date/Time: 2026-07-17 16:55:09 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 14 Scenario seed: -8658915343845013000 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 995 Passengers seated: 282/282 Average waiting ticks: 460.22 Longest waiting passenger: P218->6F(RIGHT) Longest waiting ticks: 951 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2250 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 38 Multiple-blocker events: 11 Temporary aisle reoccupations: 60 RIGHT AISLE ----------- Total moves: 2145 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 42 Multiple-blocker events: 17 Temporary aisle reoccupations: 76 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 98 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5688 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7053 Total stationary ticks: 134674 Seat-event requests: 287 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 657 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 657 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 67 RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION ============================================================ Date/Time: 2026-07-17 16:55:09 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 14 Scenario seed: -8658915343845013000 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 995 Passengers seated: 282/282 Average waiting ticks: 460.18 Longest waiting passenger: P218->6F(RIGHT) Longest waiting ticks: 951 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2250 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 38 Multiple-blocker events: 11 Temporary aisle reoccupations: 60 RIGHT AISLE ----------- Total moves: 2145 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 42 Multiple-blocker events: 17 Temporary aisle reoccupations: 76 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 98 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5713 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7065 Total stationary ticks: 134676 Seat-event requests: 287 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 656 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 656 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 67 RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION ============================================================ Date/Time: 2026-07-17 16:55:09 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 14 Scenario seed: -8658915343845013000 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 995 Passengers seated: 282/282 Average waiting ticks: 460.22 Longest waiting passenger: P218->6F(RIGHT) Longest waiting ticks: 951 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2250 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 38 Multiple-blocker events: 11 Temporary aisle reoccupations: 60 RIGHT AISLE ----------- Total moves: 2145 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 42 Multiple-blocker events: 17 Temporary aisle reoccupations: 76 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 98 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5688 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7053 Total stationary ticks: 134674 Seat-event requests: 287 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 657 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 657 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 67 RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION ============================================================ Date/Time: 2026-07-17 16:55:09 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 15 Scenario seed: 5673179910411321410 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 462.27 Longest waiting passenger: P21->16E(RIGHT) Longest waiting ticks: 953 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2199 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 41 Multiple-blocker events: 20 Temporary aisle reoccupations: 81 RIGHT AISLE ----------- Total moves: 2185 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 39 Multiple-blocker events: 16 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 96 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5393 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6898 Total stationary ticks: 134958 Seat-event requests: 301 Failed seat-event starts: 19 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 714 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 19 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 714 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 67 RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION ============================================================ Date/Time: 2026-07-17 16:55:09 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 15 Scenario seed: 5673179910411321410 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 462.25 Longest waiting passenger: P21->16E(RIGHT) Longest waiting ticks: 953 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2199 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 41 Multiple-blocker events: 20 Temporary aisle reoccupations: 81 RIGHT AISLE ----------- Total moves: 2185 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 39 Multiple-blocker events: 16 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 96 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5398 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6898 Total stationary ticks: 134958 Seat-event requests: 301 Failed seat-event starts: 19 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 709 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 19 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 709 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 67 RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION ============================================================ Date/Time: 2026-07-17 16:55:09 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 15 Scenario seed: 5673179910411321410 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 462.27 Longest waiting passenger: P21->16E(RIGHT) Longest waiting ticks: 953 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2199 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 41 Multiple-blocker events: 20 Temporary aisle reoccupations: 81 RIGHT AISLE ----------- Total moves: 2185 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 39 Multiple-blocker events: 16 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 96 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5393 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6898 Total stationary ticks: 134958 Seat-event requests: 301 Failed seat-event starts: 19 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 714 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 19 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 714 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 67 RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION ============================================================ Date/Time: 2026-07-17 16:55:09 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 16 Scenario seed: 6658752785952583458 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1052 Passengers seated: 282/282 Average waiting ticks: 468.96 Longest waiting passenger: P181->4E(LEFT) Longest waiting ticks: 999 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 14 Regions dissolved: 1 Repeated reconstructions avoided: 14 Largest region lifetime: 15 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=15 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2277 Maximum occupied tiles: 12 Seat events: 148 Single-blocker events: 45 Multiple-blocker events: 21 Temporary aisle reoccupations: 87 RIGHT AISLE ----------- Total moves: 2045 Maximum occupied tiles: 11 Seat events: 134 Single-blocker events: 34 Multiple-blocker events: 11 Temporary aisle reoccupations: 56 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 97 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5574 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6661 Total stationary ticks: 136880 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 528 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 528 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 67 RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION ============================================================ Date/Time: 2026-07-17 16:55:09 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 16 Scenario seed: 6658752785952583458 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1052 Passengers seated: 282/282 Average waiting ticks: 468.97 Longest waiting passenger: P181->4E(LEFT) Longest waiting ticks: 999 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 14 Regions dissolved: 1 Repeated reconstructions avoided: 14 Largest region lifetime: 15 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=15 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2277 Maximum occupied tiles: 12 Seat events: 148 Single-blocker events: 45 Multiple-blocker events: 21 Temporary aisle reoccupations: 87 RIGHT AISLE ----------- Total moves: 2045 Maximum occupied tiles: 11 Seat events: 134 Single-blocker events: 34 Multiple-blocker events: 11 Temporary aisle reoccupations: 56 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 97 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5574 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6655 Total stationary ticks: 136878 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 527 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 527 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 67 RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION ============================================================ Date/Time: 2026-07-17 16:55:09 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 16 Scenario seed: 6658752785952583458 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1052 Passengers seated: 282/282 Average waiting ticks: 468.97 Longest waiting passenger: P181->4E(LEFT) Longest waiting ticks: 999 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 14 Regions dissolved: 1 Repeated reconstructions avoided: 14 Largest region lifetime: 15 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=15 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2277 Maximum occupied tiles: 12 Seat events: 148 Single-blocker events: 45 Multiple-blocker events: 21 Temporary aisle reoccupations: 87 RIGHT AISLE ----------- Total moves: 2045 Maximum occupied tiles: 11 Seat events: 134 Single-blocker events: 34 Multiple-blocker events: 11 Temporary aisle reoccupations: 56 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 97 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5574 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6655 Total stationary ticks: 136878 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 527 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 527 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 67 RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION ============================================================ Date/Time: 2026-07-17 16:55:09 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 17 Scenario seed: -218671498343752214 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.16% OUTCOME ------- Status: SUCCESS Completed ticks: 1029 Passengers seated: 282/282 Average waiting ticks: 464.66 Longest waiting passenger: P242->27G(RIGHT) Longest waiting ticks: 976 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 4 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 22 Regions dissolved: 2 Repeated reconstructions avoided: 22 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2178 Maximum occupied tiles: 12 Seat events: 137 Single-blocker events: 44 Multiple-blocker events: 14 Temporary aisle reoccupations: 72 RIGHT AISLE ----------- Total moves: 2204 Maximum occupied tiles: 12 Seat events: 145 Single-blocker events: 38 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 96 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5622 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6765 Total stationary ticks: 135723 Seat-event requests: 299 Failed seat-event starts: 17 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 557 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 17 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 557 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 67 RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION ============================================================ Date/Time: 2026-07-17 16:55:09 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 17 Scenario seed: -218671498343752214 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.16% OUTCOME ------- Status: SUCCESS Completed ticks: 1029 Passengers seated: 282/282 Average waiting ticks: 464.69 Longest waiting passenger: P242->27G(RIGHT) Longest waiting ticks: 976 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 4 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 22 Regions dissolved: 2 Repeated reconstructions avoided: 22 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2178 Maximum occupied tiles: 12 Seat events: 137 Single-blocker events: 44 Multiple-blocker events: 14 Temporary aisle reoccupations: 72 RIGHT AISLE ----------- Total moves: 2204 Maximum occupied tiles: 12 Seat events: 145 Single-blocker events: 38 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 96 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5612 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6786 Total stationary ticks: 135730 Seat-event requests: 299 Failed seat-event starts: 17 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 574 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 17 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 574 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 67 RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION ============================================================ Date/Time: 2026-07-17 16:55:09 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 17 Scenario seed: -218671498343752214 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.16% OUTCOME ------- Status: SUCCESS Completed ticks: 1029 Passengers seated: 282/282 Average waiting ticks: 464.69 Longest waiting passenger: P242->27G(RIGHT) Longest waiting ticks: 976 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 4 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 22 Regions dissolved: 2 Repeated reconstructions avoided: 22 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2178 Maximum occupied tiles: 12 Seat events: 137 Single-blocker events: 44 Multiple-blocker events: 14 Temporary aisle reoccupations: 72 RIGHT AISLE ----------- Total moves: 2204 Maximum occupied tiles: 12 Seat events: 145 Single-blocker events: 38 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 96 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5612 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6786 Total stationary ticks: 135730 Seat-event requests: 299 Failed seat-event starts: 17 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 574 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 17 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 574 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 67 RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION ============================================================ Date/Time: 2026-07-17 16:55:09 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 18 Scenario seed: -8332752414533420411 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.34% Aisle-assignment balance: 99.15% OUTCOME ------- Status: SUCCESS Completed ticks: 1259 Passengers seated: 353/353 Average waiting ticks: 593.34 Longest waiting passenger: P150->11H(RIGHT) Longest waiting ticks: 1209 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3172 Maximum occupied tiles: 16 Seat events: 175 Single-blocker events: 42 Multiple-blocker events: 24 Temporary aisle reoccupations: 95 RIGHT AISLE ----------- Total moves: 2985 Maximum occupied tiles: 13 Seat events: 178 Single-blocker events: 55 Multiple-blocker events: 26 Temporary aisle reoccupations: 113 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 148 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7954 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9621 Total stationary ticks: 216298 Seat-event requests: 380 Failed seat-event starts: 27 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 784 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 27 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 784 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 67 RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION ============================================================ Date/Time: 2026-07-17 16:55:09 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 18 Scenario seed: -8332752414533420411 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.34% Aisle-assignment balance: 99.15% OUTCOME ------- Status: SUCCESS Completed ticks: 1259 Passengers seated: 353/353 Average waiting ticks: 593.34 Longest waiting passenger: P150->11H(RIGHT) Longest waiting ticks: 1209 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3172 Maximum occupied tiles: 16 Seat events: 175 Single-blocker events: 42 Multiple-blocker events: 24 Temporary aisle reoccupations: 95 RIGHT AISLE ----------- Total moves: 2985 Maximum occupied tiles: 13 Seat events: 178 Single-blocker events: 55 Multiple-blocker events: 26 Temporary aisle reoccupations: 113 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 148 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7954 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9621 Total stationary ticks: 216298 Seat-event requests: 380 Failed seat-event starts: 27 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 784 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 27 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 784 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 67 RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION ============================================================ Date/Time: 2026-07-17 16:55:09 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 18 Scenario seed: -8332752414533420411 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.34% Aisle-assignment balance: 99.15% OUTCOME ------- Status: SUCCESS Completed ticks: 1259 Passengers seated: 353/353 Average waiting ticks: 593.34 Longest waiting passenger: P150->11H(RIGHT) Longest waiting ticks: 1209 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3172 Maximum occupied tiles: 16 Seat events: 175 Single-blocker events: 42 Multiple-blocker events: 24 Temporary aisle reoccupations: 95 RIGHT AISLE ----------- Total moves: 2985 Maximum occupied tiles: 13 Seat events: 178 Single-blocker events: 55 Multiple-blocker events: 26 Temporary aisle reoccupations: 113 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 148 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7954 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9621 Total stationary ticks: 216298 Seat-event requests: 380 Failed seat-event starts: 27 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 784 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 27 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 784 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 67 RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION ============================================================ Date/Time: 2026-07-17 16:55:09 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 19 Scenario seed: 5866349045608257533 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2347 Passengers seated: 230/235 Average waiting ticks: 400.83 Longest waiting passenger: P105->29D(RIGHT) Longest waiting ticks: 2279 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 6 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 6 Selected release potential total: 9 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1613 Regions dissolved: 2 Repeated reconstructions avoided: 1613 Largest region lifetime: 1570 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1570:occupied=5 Confirmation deferral ticks: 6 Regions reaching confirmation: 3 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1549 State changes reopening evaluation: 3 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1684 Maximum occupied tiles: 13 Seat events: 120 Single-blocker events: 26 Multiple-blocker events: 20 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 1708 Maximum occupied tiles: 12 Seat events: 110 Single-blocker events: 29 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1708 Reservations granted: 1708 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 4 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 6675 Longest unresolved passenger ID: 128 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 5 Longest dependency chain: P170(27E/RIGHT) -> P33(30G/RIGHT) -> P155(28G/RIGHT) -> P128(30F/RIGHT) -> P105(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 170 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 4 Total blocked ticks: 13109 Total stationary ticks: 103859 Seat-event requests: 1828 Failed seat-event starts: 1598 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 105 Critical blocker identity: P105->29D(RIGHT) Direct fan-out: 1 Total indirect descendants: 4 Critical tree size including blocker: 5 Critical tree depth: 5 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P105(29D/RIGHT/WAITING_FOR_SEAT_EVENT) P128(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P155(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P33(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P170(27E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1569 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 29 Rear-boundary failures: 1569 Middle-bank reservation failures: 0 Active-event deferrals: 562 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1826\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 67 RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION ============================================================ Date/Time: 2026-07-17 16:55:09 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 19 Scenario seed: 5866349045608257533 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 845 Passengers seated: 235/235 Average waiting ticks: 394.17 Longest waiting passenger: P133->5B(LEFT) Longest waiting ticks: 814 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 4 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 6 Selected release potential total: 9 Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P15:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 44 Regions dissolved: 2 Repeated reconstructions avoided: 44 Largest region lifetime: 34 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=12 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1684 Maximum occupied tiles: 13 Seat events: 120 Single-blocker events: 26 Multiple-blocker events: 20 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 1717 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 30 Multiple-blocker events: 13 Temporary aisle reoccupations: 58 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 142 Reservations granted: 142 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4251 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5354 Total stationary ticks: 96093 Seat-event requests: 264 Failed seat-event starts: 29 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 557 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 29 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 557 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 262\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 67 RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION ============================================================ Date/Time: 2026-07-17 16:55:09 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 19 Scenario seed: 5866349045608257533 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 845 Passengers seated: 235/235 Average waiting ticks: 394.17 Longest waiting passenger: P133->5B(LEFT) Longest waiting ticks: 814 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 4 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 6 Selected release potential total: 9 Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P15:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 44 Regions dissolved: 2 Repeated reconstructions avoided: 44 Largest region lifetime: 34 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=12 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1684 Maximum occupied tiles: 13 Seat events: 120 Single-blocker events: 26 Multiple-blocker events: 20 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 1717 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 30 Multiple-blocker events: 13 Temporary aisle reoccupations: 58 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 142 Reservations granted: 142 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4251 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5354 Total stationary ticks: 96093 Seat-event requests: 264 Failed seat-event starts: 29 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 557 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 29 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 557 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 262\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 67 RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION ============================================================ Date/Time: 2026-07-17 16:55:09 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 20 Scenario seed: 3658999535626094423 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: SUCCESS Completed ticks: 845 Passengers seated: 235/235 Average waiting ticks: 383.63 Longest waiting passenger: P59->4F(RIGHT) Longest waiting ticks: 835 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 25 Regions dissolved: 2 Repeated reconstructions avoided: 25 Largest region lifetime: 19 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=19 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1732 Maximum occupied tiles: 11 Seat events: 113 Single-blocker events: 37 Multiple-blocker events: 8 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1701 Maximum occupied tiles: 13 Seat events: 122 Single-blocker events: 27 Multiple-blocker events: 16 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 127 Reservations granted: 127 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4587 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5751 Total stationary ticks: 94043 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 587 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 587 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 67 RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION ============================================================ Date/Time: 2026-07-17 16:55:09 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 20 Scenario seed: 3658999535626094423 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: SUCCESS Completed ticks: 845 Passengers seated: 235/235 Average waiting ticks: 383.62 Longest waiting passenger: P59->4F(RIGHT) Longest waiting ticks: 835 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 25 Regions dissolved: 2 Repeated reconstructions avoided: 25 Largest region lifetime: 19 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=19 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1732 Maximum occupied tiles: 11 Seat events: 113 Single-blocker events: 37 Multiple-blocker events: 8 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1701 Maximum occupied tiles: 13 Seat events: 122 Single-blocker events: 27 Multiple-blocker events: 16 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 127 Reservations granted: 127 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4592 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5750 Total stationary ticks: 94042 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 583 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 583 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 67 RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION ============================================================ Date/Time: 2026-07-17 16:55:09 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 20 Scenario seed: 3658999535626094423 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: SUCCESS Completed ticks: 845 Passengers seated: 235/235 Average waiting ticks: 383.63 Longest waiting passenger: P59->4F(RIGHT) Longest waiting ticks: 835 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 25 Regions dissolved: 2 Repeated reconstructions avoided: 25 Largest region lifetime: 19 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=19 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1732 Maximum occupied tiles: 11 Seat events: 113 Single-blocker events: 37 Multiple-blocker events: 8 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1701 Maximum occupied tiles: 13 Seat events: 122 Single-blocker events: 27 Multiple-blocker events: 16 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 127 Reservations granted: 127 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4587 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5751 Total stationary ticks: 94043 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 587 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 587 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 67 RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION ============================================================ Date/Time: 2026-07-17 16:55:09 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 21 Scenario seed: 1778985705851435071 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1007 Passengers seated: 282/282 Average waiting ticks: 462.32 Longest waiting passenger: P199->4E(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 3 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 8 Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 49 Regions dissolved: 2 Repeated reconstructions avoided: 49 Largest region lifetime: 35 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=35 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2228 Maximum occupied tiles: 13 Seat events: 144 Single-blocker events: 35 Multiple-blocker events: 10 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 2144 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 37 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 103 Reservations granted: 103 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5798 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7265 Total stationary ticks: 135403 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 719 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 719 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 67 RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION ============================================================ Date/Time: 2026-07-17 16:55:09 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 21 Scenario seed: 1778985705851435071 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1007 Passengers seated: 282/282 Average waiting ticks: 462.32 Longest waiting passenger: P199->4E(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 3 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 8 Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 49 Regions dissolved: 2 Repeated reconstructions avoided: 49 Largest region lifetime: 35 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=35 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2228 Maximum occupied tiles: 13 Seat events: 144 Single-blocker events: 35 Multiple-blocker events: 10 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 2144 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 37 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 103 Reservations granted: 103 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5798 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7265 Total stationary ticks: 135403 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 719 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 719 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 67 RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION ============================================================ Date/Time: 2026-07-17 16:55:09 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 21 Scenario seed: 1778985705851435071 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1007 Passengers seated: 282/282 Average waiting ticks: 462.32 Longest waiting passenger: P199->4E(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 3 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 8 Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 49 Regions dissolved: 2 Repeated reconstructions avoided: 49 Largest region lifetime: 35 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=35 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2228 Maximum occupied tiles: 13 Seat events: 144 Single-blocker events: 35 Multiple-blocker events: 10 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 2144 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 37 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 103 Reservations granted: 103 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5798 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7265 Total stationary ticks: 135403 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 719 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 719 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 67 RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION ============================================================ Date/Time: 2026-07-17 16:55:09 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 22 Scenario seed: 4203521108576778203 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.14% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2482 Passengers seated: 270/282 Average waiting ticks: 472.84 Longest waiting passenger: P277->30F(LEFT) Longest waiting ticks: 2442 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 13 Cluster candidates evaluated: 14 Executable cluster candidates: 1 Rejected cluster candidates: 13 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 12 Selected release potential total: 2 Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1645 Regions dissolved: 1 Repeated reconstructions avoided: 1645 Largest region lifetime: 1638 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1638:occupied=12 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1562 State changes reopening evaluation: 12 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2166 Maximum occupied tiles: 17 Seat events: 132 Single-blocker events: 38 Multiple-blocker events: 13 Temporary aisle reoccupations: 64 RIGHT AISLE ----------- Total moves: 2158 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 18 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1758 Reservations granted: 1751 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 10 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 16258 Longest unresolved passenger ID: 48 Longest unresolved row: 31 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 11 Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 75 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 10 Total blocked ticks: 26140 Total stationary ticks: 153459 Seat-event requests: 1940 Failed seat-event starts: 1670 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 277 Critical blocker identity: P277->30F(LEFT) Direct fan-out: 1 Total indirect descendants: 10 Critical tree size including blocker: 11 Critical tree depth: 11 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 12 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P277(30F/LEFT/WAITING_FOR_SEAT_EVENT) P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1669 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 31|32 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: 48 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1669 Rear-boundary failures: 1 Middle-bank reservation failures: 7 Active-event deferrals: 1100 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P48->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 31|32 Current unavailable yield tiles: 31 Current yield-tile occupants: 48 Final row-event chain: 277|48 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 67 RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION ============================================================ Date/Time: 2026-07-17 16:55:09 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 22 Scenario seed: 4203521108576778203 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.14% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2482 Passengers seated: 270/282 Average waiting ticks: 472.87 Longest waiting passenger: P277->30F(LEFT) Longest waiting ticks: 2442 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 11 Cluster candidates evaluated: 12 Executable cluster candidates: 1 Rejected cluster candidates: 11 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 12 Selected release potential total: 2 Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1645 Regions dissolved: 1 Repeated reconstructions avoided: 1645 Largest region lifetime: 1638 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1638:occupied=12 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1564 State changes reopening evaluation: 10 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2166 Maximum occupied tiles: 17 Seat events: 132 Single-blocker events: 38 Multiple-blocker events: 13 Temporary aisle reoccupations: 64 RIGHT AISLE ----------- Total moves: 2158 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 18 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1758 Reservations granted: 1751 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 10 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 16243 Longest unresolved passenger ID: 48 Longest unresolved row: 31 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 11 Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 75 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 10 Total blocked ticks: 26119 Total stationary ticks: 153453 Seat-event requests: 1940 Failed seat-event starts: 1670 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 277 Critical blocker identity: P277->30F(LEFT) Direct fan-out: 1 Total indirect descendants: 10 Critical tree size including blocker: 11 Critical tree depth: 11 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 12 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P277(30F/LEFT/WAITING_FOR_SEAT_EVENT) P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1669 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 31|32 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: 48 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1669 Rear-boundary failures: 1 Middle-bank reservation failures: 7 Active-event deferrals: 1095 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P48->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 31|32 Current unavailable yield tiles: 31 Current yield-tile occupants: 48 Final row-event chain: 277|48 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 67 RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION ============================================================ Date/Time: 2026-07-17 16:55:09 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 22 Scenario seed: 4203521108576778203 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 30.14% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2482 Passengers seated: 270/282 Average waiting ticks: 472.87 Longest waiting passenger: P277->30F(LEFT) Longest waiting ticks: 2442 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 11 Cluster candidates evaluated: 12 Executable cluster candidates: 1 Rejected cluster candidates: 11 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 12 Selected release potential total: 2 Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1645 Regions dissolved: 1 Repeated reconstructions avoided: 1645 Largest region lifetime: 1638 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1638:occupied=12 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1564 State changes reopening evaluation: 10 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2166 Maximum occupied tiles: 17 Seat events: 132 Single-blocker events: 38 Multiple-blocker events: 13 Temporary aisle reoccupations: 64 RIGHT AISLE ----------- Total moves: 2158 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 18 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1758 Reservations granted: 1751 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 10 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 16243 Longest unresolved passenger ID: 48 Longest unresolved row: 31 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 11 Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 75 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 10 Total blocked ticks: 26119 Total stationary ticks: 153453 Seat-event requests: 1940 Failed seat-event starts: 1670 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 277 Critical blocker identity: P277->30F(LEFT) Direct fan-out: 1 Total indirect descendants: 10 Critical tree size including blocker: 11 Critical tree depth: 11 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 12 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P277(30F/LEFT/WAITING_FOR_SEAT_EVENT) P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1669 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 31|32 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: 48 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1669 Rear-boundary failures: 1 Middle-bank reservation failures: 7 Active-event deferrals: 1095 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P48->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 31|32 Current unavailable yield tiles: 31 Current yield-tile occupants: 48 Final row-event chain: 277|48 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 67 RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION ============================================================ Date/Time: 2026-07-17 16:55:09 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 23 Scenario seed: -3947160987031988780 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2313 Passengers seated: 230/235 Average waiting ticks: 405.99 Longest waiting passenger: P174->17F(LEFT) Longest waiting ticks: 2271 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=11 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1769 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 21 Multiple-blocker events: 9 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1662 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 30 Multiple-blocker events: 14 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1615 Reservations granted: 1615 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 6610 Longest unresolved passenger ID: 206 Longest unresolved row: 26 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 206 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 13157 Total stationary ticks: 100829 Seat-event requests: 1735 Failed seat-event starts: 1505 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 29 Critical blocker identity: P29->21A(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P29(21A/LEFT/WAITING_FOR_SEAT_EVENT) P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1505 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 3 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1505 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_SPACE_AVAILABLE Final snapshot prerequisite: YIELD_SPACE_AVAILABLE Current required blockers: 1 Current required yield tiles: 22 Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: YIELD_SPACE_AVAILABLE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 67 RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION ============================================================ Date/Time: 2026-07-17 16:55:09 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 23 Scenario seed: -3947160987031988780 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2313 Passengers seated: 230/235 Average waiting ticks: 405.99 Longest waiting passenger: P174->17F(LEFT) Longest waiting ticks: 2271 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=11 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1769 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 21 Multiple-blocker events: 9 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1662 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 30 Multiple-blocker events: 14 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1615 Reservations granted: 1615 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 6610 Longest unresolved passenger ID: 206 Longest unresolved row: 26 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 206 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 13157 Total stationary ticks: 100829 Seat-event requests: 1735 Failed seat-event starts: 1505 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 29 Critical blocker identity: P29->21A(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P29(21A/LEFT/WAITING_FOR_SEAT_EVENT) P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1505 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 3 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1505 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_SPACE_AVAILABLE Final snapshot prerequisite: YIELD_SPACE_AVAILABLE Current required blockers: 1 Current required yield tiles: 22 Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: YIELD_SPACE_AVAILABLE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 67 RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION ============================================================ Date/Time: 2026-07-17 16:55:09 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 23 Scenario seed: -3947160987031988780 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2313 Passengers seated: 230/235 Average waiting ticks: 405.99 Longest waiting passenger: P174->17F(LEFT) Longest waiting ticks: 2271 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=11 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1769 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 21 Multiple-blocker events: 9 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1662 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 30 Multiple-blocker events: 14 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1615 Reservations granted: 1615 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 6610 Longest unresolved passenger ID: 206 Longest unresolved row: 26 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 206 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 13157 Total stationary ticks: 100829 Seat-event requests: 1735 Failed seat-event starts: 1505 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 29 Critical blocker identity: P29->21A(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P29(21A/LEFT/WAITING_FOR_SEAT_EVENT) P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1505 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 3 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1505 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_SPACE_AVAILABLE Final snapshot prerequisite: YIELD_SPACE_AVAILABLE Current required blockers: 1 Current required yield tiles: 22 Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: YIELD_SPACE_AVAILABLE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 67 RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION ============================================================ Date/Time: 2026-07-17 16:55:09 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 24 Scenario seed: 4419539434258219231 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2333 Passengers seated: 233/235 Average waiting ticks: 387.31 Longest waiting passenger: P149->29D(RIGHT) Longest waiting ticks: 2259 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1678 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1737 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 24 Multiple-blocker events: 11 Temporary aisle reoccupations: 46 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1650 Reservations granted: 1646 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4313 Longest unresolved passenger ID: 20 Longest unresolved row: 29 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 20 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 8439 Total stationary ticks: 96156 Seat-event requests: 1764 Failed seat-event starts: 1531 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 149 Critical blocker identity: P149->29D(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT) P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1526 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 5 Rear-boundary failures: 1526 Middle-bank reservation failures: 4 Active-event deferrals: 545 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 67 RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION ============================================================ Date/Time: 2026-07-17 16:55:09 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 24 Scenario seed: 4419539434258219231 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2333 Passengers seated: 233/235 Average waiting ticks: 387.32 Longest waiting passenger: P149->29D(RIGHT) Longest waiting ticks: 2259 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1678 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1737 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 24 Multiple-blocker events: 11 Temporary aisle reoccupations: 46 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1650 Reservations granted: 1646 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4308 Longest unresolved passenger ID: 20 Longest unresolved row: 29 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 20 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 8438 Total stationary ticks: 96155 Seat-event requests: 1764 Failed seat-event starts: 1531 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 149 Critical blocker identity: P149->29D(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT) P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1526 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 5 Rear-boundary failures: 1526 Middle-bank reservation failures: 4 Active-event deferrals: 546 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 67 RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION ============================================================ Date/Time: 2026-07-17 16:55:09 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 24 Scenario seed: 4419539434258219231 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2333 Passengers seated: 233/235 Average waiting ticks: 387.31 Longest waiting passenger: P149->29D(RIGHT) Longest waiting ticks: 2259 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1678 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1737 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 24 Multiple-blocker events: 11 Temporary aisle reoccupations: 46 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1650 Reservations granted: 1646 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4313 Longest unresolved passenger ID: 20 Longest unresolved row: 29 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 20 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 8439 Total stationary ticks: 96156 Seat-event requests: 1764 Failed seat-event starts: 1531 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 149 Critical blocker identity: P149->29D(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT) P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1526 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 5 Rear-boundary failures: 1526 Middle-bank reservation failures: 4 Active-event deferrals: 545 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 67 RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION ============================================================ Date/Time: 2026-07-17 16:55:09 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 25 Scenario seed: 6293055855285553556 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 94.47% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2324 Passengers seated: 225/235 Average waiting ticks: 403.89 Longest waiting passenger: P83->29H(RIGHT) Longest waiting ticks: 2280 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 11 Cluster candidates evaluated: 12 Executable cluster candidates: 1 Rejected cluster candidates: 11 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 10 Selected release potential total: 2 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1684 Regions dissolved: 1 Repeated reconstructions avoided: 1684 Largest region lifetime: 1673 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1673:occupied=10 Confirmation deferral ticks: 3 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1540 State changes reopening evaluation: 10 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1568 Maximum occupied tiles: 12 Seat events: 111 Single-blocker events: 38 Multiple-blocker events: 5 Temporary aisle reoccupations: 50 RIGHT AISLE ----------- Total moves: 1823 Maximum occupied tiles: 16 Seat events: 114 Single-blocker events: 32 Multiple-blocker events: 10 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 122 Reservations granted: 120 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 8 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 12770 Longest unresolved passenger ID: 219 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 9 Longest dependency chain: P122(28F/RIGHT) -> P197(26G/RIGHT) -> P3(24H/RIGHT) -> P109(27C/RIGHT) -> P38(26C/RIGHT) -> P207(28H/RIGHT) -> P15(30H/RIGHT) -> P219(30G/RIGHT) -> P83(29H/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 122 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 8 Total blocked ticks: 20545 Total stationary ticks: 110417 Seat-event requests: 1790 Failed seat-event starts: 1565 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 83 Critical blocker identity: P83->29H(RIGHT) Direct fan-out: 1 Total indirect descendants: 8 Critical tree size including blocker: 9 Critical tree depth: 9 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 10 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P83(29H/RIGHT/WAITING_FOR_SEAT_EVENT) P219(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P15(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P207(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P38(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P109(27C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P3(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P197(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P122(28F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1565 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 123 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1565 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 677 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[123]: P123(30D/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P123->30D(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P123{seat=30D,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=623,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 30 Current unavailable yield tiles: 30 Current yield-tile occupants: 123 Final row-event chain: 83|123 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1791\nPrecedence substitutions made: 0\nDependency chains followed: 1555\nBlocked by waiting-row occupant: 1555\nSubstituted events started: 1\nOccupied-space rejections: 1566\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 67 RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION ============================================================ Date/Time: 2026-07-17 16:55:09 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 25 Scenario seed: 6293055855285553556 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 94.47% OUTCOME ------- Status: SUCCESS Completed ticks: 891 Passengers seated: 235/235 Average waiting ticks: 391.23 Longest waiting passenger: P122->28F(RIGHT) Longest waiting ticks: 823 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles8-10:occupied=3:anchor=P58:selected=P45:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1568 Maximum occupied tiles: 12 Seat events: 111 Single-blocker events: 37 Multiple-blocker events: 6 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 1846 Maximum occupied tiles: 12 Seat events: 124 Single-blocker events: 37 Multiple-blocker events: 12 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 125 Reservations granted: 123 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4149 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5109 Total stationary ticks: 95294 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 493 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 493 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 67 RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION ============================================================ Date/Time: 2026-07-17 16:55:09 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 25 Scenario seed: 6293055855285553556 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 94.47% OUTCOME ------- Status: SUCCESS Completed ticks: 891 Passengers seated: 235/235 Average waiting ticks: 391.23 Longest waiting passenger: P122->28F(RIGHT) Longest waiting ticks: 823 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles8-10:occupied=3:anchor=P58:selected=P45:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1568 Maximum occupied tiles: 12 Seat events: 111 Single-blocker events: 37 Multiple-blocker events: 6 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 1846 Maximum occupied tiles: 12 Seat events: 124 Single-blocker events: 37 Multiple-blocker events: 12 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 125 Reservations granted: 123 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4149 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5109 Total stationary ticks: 95294 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 493 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 493 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 67 RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION ============================================================ Date/Time: 2026-07-17 16:55:09 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 26 Scenario seed: -9074491549561652642 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 989 Passengers seated: 282/282 Average waiting ticks: 460.29 Longest waiting passenger: P129->11D(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2133 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 48 Multiple-blocker events: 11 Temporary aisle reoccupations: 70 RIGHT AISLE ----------- Total moves: 2221 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 42 Multiple-blocker events: 9 Temporary aisle reoccupations: 60 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 98 Reservations granted: 94 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5689 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6912 Total stationary ticks: 134633 Seat-event requests: 288 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 593 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 593 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 67 RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION ============================================================ Date/Time: 2026-07-17 16:55:09 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 26 Scenario seed: -9074491549561652642 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 989 Passengers seated: 282/282 Average waiting ticks: 460.30 Longest waiting passenger: P129->11D(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2133 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 48 Multiple-blocker events: 11 Temporary aisle reoccupations: 70 RIGHT AISLE ----------- Total moves: 2221 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 42 Multiple-blocker events: 9 Temporary aisle reoccupations: 60 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 98 Reservations granted: 94 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5694 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6912 Total stationary ticks: 134633 Seat-event requests: 288 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 595 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 595 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 67 RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION ============================================================ Date/Time: 2026-07-17 16:55:09 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 26 Scenario seed: -9074491549561652642 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 989 Passengers seated: 282/282 Average waiting ticks: 460.29 Longest waiting passenger: P129->11D(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2133 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 48 Multiple-blocker events: 11 Temporary aisle reoccupations: 70 RIGHT AISLE ----------- Total moves: 2221 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 42 Multiple-blocker events: 9 Temporary aisle reoccupations: 60 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 98 Reservations granted: 94 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5689 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6912 Total stationary ticks: 134633 Seat-event requests: 288 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 593 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 593 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 67 RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION ============================================================ Date/Time: 2026-07-17 16:55:10 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 27 Scenario seed: -9036946652584501975 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2336 Passengers seated: 229/235 Average waiting ticks: 417.88 Longest waiting passenger: P71->8C(RIGHT) Longest waiting ticks: 2318 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1532 Regions dissolved: 1 Repeated reconstructions avoided: 1532 Largest region lifetime: 1521 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1521:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1518 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1681 Maximum occupied tiles: 12 Seat events: 117 Single-blocker events: 32 Multiple-blocker events: 11 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1689 Maximum occupied tiles: 11 Seat events: 112 Single-blocker events: 29 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1651 Reservations granted: 1647 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 5160 Longest unresolved passenger ID: 129 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 186 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14019 Total stationary ticks: 105901 Seat-event requests: 1762 Failed seat-event starts: 1533 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 71 Critical blocker identity: P71->8C(RIGHT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 6 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT) P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1533 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 9|10|11 Critical blocker unavailable yield tiles: 11 Critical blocker yield-tile occupants: 129 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1533 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 512 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P78->12H(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 9|10|11 Current unavailable yield tiles: 11 Current yield-tile occupants: 129 Final row-event chain: 71|129|78 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 67 RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION ============================================================ Date/Time: 2026-07-17 16:55:10 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 27 Scenario seed: -9036946652584501975 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2336 Passengers seated: 229/235 Average waiting ticks: 417.88 Longest waiting passenger: P71->8C(RIGHT) Longest waiting ticks: 2318 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1532 Regions dissolved: 1 Repeated reconstructions avoided: 1532 Largest region lifetime: 1521 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1521:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1518 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1681 Maximum occupied tiles: 12 Seat events: 117 Single-blocker events: 32 Multiple-blocker events: 11 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1689 Maximum occupied tiles: 11 Seat events: 112 Single-blocker events: 29 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1651 Reservations granted: 1647 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 5160 Longest unresolved passenger ID: 129 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 186 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14019 Total stationary ticks: 105901 Seat-event requests: 1762 Failed seat-event starts: 1533 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 71 Critical blocker identity: P71->8C(RIGHT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 6 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT) P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1533 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 9|10|11 Critical blocker unavailable yield tiles: 11 Critical blocker yield-tile occupants: 129 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1533 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 512 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P78->12H(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 9|10|11 Current unavailable yield tiles: 11 Current yield-tile occupants: 129 Final row-event chain: 71|129|78 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 67 RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION ============================================================ Date/Time: 2026-07-17 16:55:10 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 27 Scenario seed: -9036946652584501975 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2336 Passengers seated: 229/235 Average waiting ticks: 417.88 Longest waiting passenger: P71->8C(RIGHT) Longest waiting ticks: 2318 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1532 Regions dissolved: 1 Repeated reconstructions avoided: 1532 Largest region lifetime: 1521 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1521:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1518 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1681 Maximum occupied tiles: 12 Seat events: 117 Single-blocker events: 32 Multiple-blocker events: 11 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1689 Maximum occupied tiles: 11 Seat events: 112 Single-blocker events: 29 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1651 Reservations granted: 1647 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 5160 Longest unresolved passenger ID: 129 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 186 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14019 Total stationary ticks: 105901 Seat-event requests: 1762 Failed seat-event starts: 1533 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 71 Critical blocker identity: P71->8C(RIGHT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 6 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT) P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1533 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 9|10|11 Critical blocker unavailable yield tiles: 11 Critical blocker yield-tile occupants: 129 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1533 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 512 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P78->12H(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 9|10|11 Current unavailable yield tiles: 11 Current yield-tile occupants: 129 Final row-event chain: 71|129|78 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 67 RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION ============================================================ Date/Time: 2026-07-17 16:55:10 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 28 Scenario seed: 3854657311787069719 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 99.57% OUTCOME ------- Status: SUCCESS Completed ticks: 846 Passengers seated: 235/235 Average waiting ticks: 387.29 Longest waiting passenger: P209->24H(RIGHT) Longest waiting ticks: 791 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 17 Regions dissolved: 1 Repeated reconstructions avoided: 17 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=18 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1630 Maximum occupied tiles: 11 Seat events: 117 Single-blocker events: 29 Multiple-blocker events: 8 Temporary aisle reoccupations: 46 RIGHT AISLE ----------- Total moves: 1792 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 34 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 130 Reservations granted: 128 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4304 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5385 Total stationary ticks: 94620 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 509 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 509 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 67 RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION ============================================================ Date/Time: 2026-07-17 16:55:10 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 28 Scenario seed: 3854657311787069719 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 99.57% OUTCOME ------- Status: SUCCESS Completed ticks: 846 Passengers seated: 235/235 Average waiting ticks: 387.29 Longest waiting passenger: P209->24H(RIGHT) Longest waiting ticks: 791 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 17 Regions dissolved: 1 Repeated reconstructions avoided: 17 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=18 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1630 Maximum occupied tiles: 11 Seat events: 117 Single-blocker events: 29 Multiple-blocker events: 8 Temporary aisle reoccupations: 46 RIGHT AISLE ----------- Total moves: 1792 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 34 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 130 Reservations granted: 128 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4303 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5384 Total stationary ticks: 94620 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 509 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 509 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 67 RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION ============================================================ Date/Time: 2026-07-17 16:55:10 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 28 Scenario seed: 3854657311787069719 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 99.57% OUTCOME ------- Status: SUCCESS Completed ticks: 846 Passengers seated: 235/235 Average waiting ticks: 387.29 Longest waiting passenger: P209->24H(RIGHT) Longest waiting ticks: 791 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 17 Regions dissolved: 1 Repeated reconstructions avoided: 17 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=18 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1630 Maximum occupied tiles: 11 Seat events: 117 Single-blocker events: 29 Multiple-blocker events: 8 Temporary aisle reoccupations: 46 RIGHT AISLE ----------- Total moves: 1792 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 34 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 130 Reservations granted: 128 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4304 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5385 Total stationary ticks: 94620 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 509 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 509 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 67 RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION ============================================================ Date/Time: 2026-07-17 16:55:10 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 29 Scenario seed: -4567754299527007339 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 91.06% OUTCOME ------- Status: SUCCESS Completed ticks: 902 Passengers seated: 235/235 Average waiting ticks: 390.21 Longest waiting passenger: P72->10D(LEFT) Longest waiting ticks: 865 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 21 Regions dissolved: 1 Repeated reconstructions avoided: 21 Largest region lifetime: 22 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=22 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1777 Maximum occupied tiles: 11 Seat events: 128 Single-blocker events: 25 Multiple-blocker events: 19 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 1611 Maximum occupied tiles: 11 Seat events: 107 Single-blocker events: 31 Multiple-blocker events: 4 Temporary aisle reoccupations: 39 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 128 Reservations granted: 125 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4209 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5267 Total stationary ticks: 95173 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 540 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 67 RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION ============================================================ Date/Time: 2026-07-17 16:55:10 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 29 Scenario seed: -4567754299527007339 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 91.06% OUTCOME ------- Status: SUCCESS Completed ticks: 902 Passengers seated: 235/235 Average waiting ticks: 390.21 Longest waiting passenger: P72->10D(LEFT) Longest waiting ticks: 865 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 21 Regions dissolved: 1 Repeated reconstructions avoided: 21 Largest region lifetime: 22 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=22 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1777 Maximum occupied tiles: 11 Seat events: 128 Single-blocker events: 25 Multiple-blocker events: 19 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 1611 Maximum occupied tiles: 11 Seat events: 107 Single-blocker events: 31 Multiple-blocker events: 4 Temporary aisle reoccupations: 39 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 128 Reservations granted: 125 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4209 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5267 Total stationary ticks: 95173 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 540 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 67 RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION ============================================================ Date/Time: 2026-07-17 16:55:10 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 29 Scenario seed: -4567754299527007339 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 91.06% OUTCOME ------- Status: SUCCESS Completed ticks: 902 Passengers seated: 235/235 Average waiting ticks: 390.21 Longest waiting passenger: P72->10D(LEFT) Longest waiting ticks: 865 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 21 Regions dissolved: 1 Repeated reconstructions avoided: 21 Largest region lifetime: 22 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=22 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1777 Maximum occupied tiles: 11 Seat events: 128 Single-blocker events: 25 Multiple-blocker events: 19 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 1611 Maximum occupied tiles: 11 Seat events: 107 Single-blocker events: 31 Multiple-blocker events: 4 Temporary aisle reoccupations: 39 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 128 Reservations granted: 125 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4209 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5267 Total stationary ticks: 95173 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 540 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 67 RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION ============================================================ Date/Time: 2026-07-17 16:55:10 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 30 Scenario seed: 3367915316291643157 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 869 Passengers seated: 235/235 Average waiting ticks: 394.64 Longest waiting passenger: P74->3A(LEFT) Longest waiting ticks: 817 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1723 Maximum occupied tiles: 11 Seat events: 119 Single-blocker events: 29 Multiple-blocker events: 14 Temporary aisle reoccupations: 61 RIGHT AISLE ----------- Total moves: 1665 Maximum occupied tiles: 11 Seat events: 116 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 124 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3914 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5047 Total stationary ticks: 95938 Seat-event requests: 243 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 572 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 7 Active-event deferrals: 572 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 67 RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION ============================================================ Date/Time: 2026-07-17 16:55:10 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 30 Scenario seed: 3367915316291643157 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 869 Passengers seated: 235/235 Average waiting ticks: 394.64 Longest waiting passenger: P74->3A(LEFT) Longest waiting ticks: 817 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1723 Maximum occupied tiles: 11 Seat events: 119 Single-blocker events: 29 Multiple-blocker events: 14 Temporary aisle reoccupations: 61 RIGHT AISLE ----------- Total moves: 1665 Maximum occupied tiles: 11 Seat events: 116 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 124 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3914 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5047 Total stationary ticks: 95938 Seat-event requests: 243 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 572 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 7 Active-event deferrals: 572 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 67 RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION ============================================================ Date/Time: 2026-07-17 16:55:10 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 30 Scenario seed: 3367915316291643157 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 869 Passengers seated: 235/235 Average waiting ticks: 394.64 Longest waiting passenger: P74->3A(LEFT) Longest waiting ticks: 817 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1723 Maximum occupied tiles: 11 Seat events: 119 Single-blocker events: 29 Multiple-blocker events: 14 Temporary aisle reoccupations: 61 RIGHT AISLE ----------- Total moves: 1665 Maximum occupied tiles: 11 Seat events: 116 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 124 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3914 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5047 Total stationary ticks: 95938 Seat-event requests: 243 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 572 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 7 Active-event deferrals: 572 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n ************************************************************ BATCH EXPERIMENT SUMMARY RESEARCH EXPERIMENT 67 RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION ************************************************************ Experiment seed: 9783790101901 Scenarios executed: 90 Successful completions: 66 Incomplete/MAX_TICKS: 24 Average completed ticks: 1367.00 Average waiting ticks: 460.14 ************************************************************ ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:11:57 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 1 Scenario seed: 3055370766012738473 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 842 Passengers seated: 235/235 Average waiting ticks: 381.71 Longest waiting passenger: P14->4G(RIGHT) Longest waiting ticks: 802 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 31 Regions dissolved: 3 Repeated reconstructions avoided: 31 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 0 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1605 Maximum occupied tiles: 13 Seat events: 114 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 56 RIGHT AISLE ----------- Total moves: 1759 Maximum occupied tiles: 13 Seat events: 121 Single-blocker events: 28 Multiple-blocker events: 11 Temporary aisle reoccupations: 53 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 129 Reservations granted: 129 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4378 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5526 Total stationary ticks: 93373 Seat-event requests: 249 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 592 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 592 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:11:57 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 1 Scenario seed: 3055370766012738473 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 842 Passengers seated: 235/235 Average waiting ticks: 381.71 Longest waiting passenger: P14->4G(RIGHT) Longest waiting ticks: 802 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 31 Regions dissolved: 3 Repeated reconstructions avoided: 31 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 0 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1605 Maximum occupied tiles: 13 Seat events: 114 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 56 RIGHT AISLE ----------- Total moves: 1759 Maximum occupied tiles: 13 Seat events: 121 Single-blocker events: 28 Multiple-blocker events: 11 Temporary aisle reoccupations: 53 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 129 Reservations granted: 129 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4378 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5526 Total stationary ticks: 93373 Seat-event requests: 249 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 592 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 592 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:11:57 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 1 Scenario seed: 3055370766012738473 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 842 Passengers seated: 235/235 Average waiting ticks: 381.71 Longest waiting passenger: P14->4G(RIGHT) Longest waiting ticks: 802 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 31 Regions dissolved: 3 Repeated reconstructions avoided: 31 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 0 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1605 Maximum occupied tiles: 13 Seat events: 114 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 56 RIGHT AISLE ----------- Total moves: 1759 Maximum occupied tiles: 13 Seat events: 121 Single-blocker events: 28 Multiple-blocker events: 11 Temporary aisle reoccupations: 53 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 129 Reservations granted: 129 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4378 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5526 Total stationary ticks: 93373 Seat-event requests: 249 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 592 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 592 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:11:57 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 2 Scenario seed: -5861873949581201790 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 461.78 Longest waiting passenger: P176->13G(RIGHT) Longest waiting ticks: 940 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2124 Maximum occupied tiles: 12 Seat events: 140 Single-blocker events: 52 Multiple-blocker events: 12 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2238 Maximum occupied tiles: 13 Seat events: 142 Single-blocker events: 33 Multiple-blocker events: 24 Temporary aisle reoccupations: 81 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 99 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5604 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6986 Total stationary ticks: 134989 Seat-event requests: 296 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 657 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 657 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:11:57 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 2 Scenario seed: -5861873949581201790 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 461.78 Longest waiting passenger: P176->13G(RIGHT) Longest waiting ticks: 940 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2124 Maximum occupied tiles: 12 Seat events: 140 Single-blocker events: 52 Multiple-blocker events: 12 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2238 Maximum occupied tiles: 13 Seat events: 142 Single-blocker events: 33 Multiple-blocker events: 24 Temporary aisle reoccupations: 81 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 99 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5604 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6986 Total stationary ticks: 134989 Seat-event requests: 296 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 657 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 657 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:11:57 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 2 Scenario seed: -5861873949581201790 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 461.78 Longest waiting passenger: P176->13G(RIGHT) Longest waiting ticks: 940 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2124 Maximum occupied tiles: 12 Seat events: 140 Single-blocker events: 52 Multiple-blocker events: 12 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2238 Maximum occupied tiles: 13 Seat events: 142 Single-blocker events: 33 Multiple-blocker events: 24 Temporary aisle reoccupations: 81 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 99 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5604 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6986 Total stationary ticks: 134989 Seat-event requests: 296 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 657 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 657 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:11:57 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 3 Scenario seed: 6413959567787430862 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 99.72% OUTCOME ------- Status: SUCCESS Completed ticks: 1255 Passengers seated: 353/353 Average waiting ticks: 584.28 Longest waiting passenger: P110->21D(LEFT) Longest waiting ticks: 1200 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 51 Regions dissolved: 4 Repeated reconstructions avoided: 51 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=11 Confirmation deferral ticks: 5 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3168 Maximum occupied tiles: 14 Seat events: 177 Single-blocker events: 45 Multiple-blocker events: 29 Temporary aisle reoccupations: 109 RIGHT AISLE ----------- Total moves: 3052 Maximum occupied tiles: 13 Seat events: 176 Single-blocker events: 53 Multiple-blocker events: 27 Temporary aisle reoccupations: 112 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 159 Reservations granted: 157 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8069 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9772 Total stationary ticks: 213222 Seat-event requests: 381 Failed seat-event starts: 28 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 782 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 28 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 782 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:11:57 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 3 Scenario seed: 6413959567787430862 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 99.72% OUTCOME ------- Status: SUCCESS Completed ticks: 1255 Passengers seated: 353/353 Average waiting ticks: 584.23 Longest waiting passenger: P110->21D(LEFT) Longest waiting ticks: 1200 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 51 Regions dissolved: 4 Repeated reconstructions avoided: 51 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=11 Confirmation deferral ticks: 5 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3168 Maximum occupied tiles: 14 Seat events: 177 Single-blocker events: 45 Multiple-blocker events: 29 Temporary aisle reoccupations: 109 RIGHT AISLE ----------- Total moves: 3052 Maximum occupied tiles: 13 Seat events: 176 Single-blocker events: 53 Multiple-blocker events: 27 Temporary aisle reoccupations: 112 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 159 Reservations granted: 157 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8079 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9784 Total stationary ticks: 213224 Seat-event requests: 381 Failed seat-event starts: 28 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 775 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 28 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 775 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:11:57 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 3 Scenario seed: 6413959567787430862 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 99.72% OUTCOME ------- Status: SUCCESS Completed ticks: 1255 Passengers seated: 353/353 Average waiting ticks: 584.23 Longest waiting passenger: P110->21D(LEFT) Longest waiting ticks: 1200 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 51 Regions dissolved: 4 Repeated reconstructions avoided: 51 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=11 Confirmation deferral ticks: 5 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3168 Maximum occupied tiles: 14 Seat events: 177 Single-blocker events: 45 Multiple-blocker events: 29 Temporary aisle reoccupations: 109 RIGHT AISLE ----------- Total moves: 3052 Maximum occupied tiles: 13 Seat events: 176 Single-blocker events: 53 Multiple-blocker events: 27 Temporary aisle reoccupations: 112 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 159 Reservations granted: 157 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8079 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9784 Total stationary ticks: 213224 Seat-event requests: 381 Failed seat-event starts: 28 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 775 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 28 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 775 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:11:57 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 4 Scenario seed: -6874954252876456991 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2294 Passengers seated: 169/235 Average waiting ticks: 811.85 Longest waiting passenger: P2->16C(RIGHT) Longest waiting ticks: 2294 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 4 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1889 Regions dissolved: 0 Repeated reconstructions avoided: 1889 Largest region lifetime: 1890 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1890:occupied=4 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1887 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1607 Maximum occupied tiles: 13 Seat events: 113 Single-blocker events: 31 Multiple-blocker events: 9 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 914 Maximum occupied tiles: 12 Seat events: 56 Single-blocker events: 9 Multiple-blocker events: 1 Temporary aisle reoccupations: 11 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1981 Reservations granted: 1976 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 57 Remaining moving in aisle: 6 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 11640 Longest unresolved passenger ID: 2 Longest unresolved row: 16 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 109 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 6 Total blocked ticks: 20936 Total stationary ticks: 204785 Seat-event requests: 2064 Failed seat-event starts: 1895 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 169 Critical blocker identity: P169->4C(RIGHT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 9 Unresolved outside passengers: 57 Unresolved internal passengers outside critical tree: 5 Critical blocker tree: P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT) P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1895 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 5|6|7 Critical blocker unavailable yield tiles: 7 Critical blocker yield-tile occupants: 165 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1895 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 388 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P53->8E(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 5|6|7 Current unavailable yield tiles: 7 Current yield-tile occupants: 165 Final row-event chain: 169|165|53 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:11:57 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 4 Scenario seed: -6874954252876456991 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2294 Passengers seated: 169/235 Average waiting ticks: 811.85 Longest waiting passenger: P2->16C(RIGHT) Longest waiting ticks: 2294 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 4 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1889 Regions dissolved: 0 Repeated reconstructions avoided: 1889 Largest region lifetime: 1890 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1890:occupied=4 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1887 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1607 Maximum occupied tiles: 13 Seat events: 113 Single-blocker events: 31 Multiple-blocker events: 9 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 914 Maximum occupied tiles: 12 Seat events: 56 Single-blocker events: 9 Multiple-blocker events: 1 Temporary aisle reoccupations: 11 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1981 Reservations granted: 1976 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 57 Remaining moving in aisle: 6 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 11640 Longest unresolved passenger ID: 2 Longest unresolved row: 16 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 109 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 6 Total blocked ticks: 20922 Total stationary ticks: 204781 Seat-event requests: 2064 Failed seat-event starts: 1895 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 169 Critical blocker identity: P169->4C(RIGHT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 9 Unresolved outside passengers: 57 Unresolved internal passengers outside critical tree: 5 Critical blocker tree: P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT) P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1895 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 5|6|7 Critical blocker unavailable yield tiles: 7 Critical blocker yield-tile occupants: 165 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1895 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 380 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P53->8E(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 5|6|7 Current unavailable yield tiles: 7 Current yield-tile occupants: 165 Final row-event chain: 169|165|53 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:11:57 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 4 Scenario seed: -6874954252876456991 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2294 Passengers seated: 169/235 Average waiting ticks: 811.85 Longest waiting passenger: P2->16C(RIGHT) Longest waiting ticks: 2294 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 4 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1889 Regions dissolved: 0 Repeated reconstructions avoided: 1889 Largest region lifetime: 1890 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1890:occupied=4 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1887 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1607 Maximum occupied tiles: 13 Seat events: 113 Single-blocker events: 31 Multiple-blocker events: 9 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 914 Maximum occupied tiles: 12 Seat events: 56 Single-blocker events: 9 Multiple-blocker events: 1 Temporary aisle reoccupations: 11 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1981 Reservations granted: 1976 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 57 Remaining moving in aisle: 6 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 11640 Longest unresolved passenger ID: 2 Longest unresolved row: 16 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 109 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 6 Total blocked ticks: 20936 Total stationary ticks: 204785 Seat-event requests: 2064 Failed seat-event starts: 1895 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 169 Critical blocker identity: P169->4C(RIGHT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 9 Unresolved outside passengers: 57 Unresolved internal passengers outside critical tree: 5 Critical blocker tree: P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT) P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1895 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 5|6|7 Critical blocker unavailable yield tiles: 7 Critical blocker yield-tile occupants: 165 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1895 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 388 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P53->8E(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 5|6|7 Current unavailable yield tiles: 7 Current yield-tile occupants: 165 Final row-event chain: 169|165|53 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:11:57 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 5 Scenario seed: -3861213001347413166 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1037 Passengers seated: 282/282 Average waiting ticks: 463.27 Longest waiting passenger: P14->18D(LEFT) Longest waiting ticks: 988 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2266 Maximum occupied tiles: 13 Seat events: 148 Single-blocker events: 41 Multiple-blocker events: 16 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 2110 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 45 Multiple-blocker events: 14 Temporary aisle reoccupations: 73 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 95 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5619 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6814 Total stationary ticks: 135338 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 584 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 584 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:11:57 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 5 Scenario seed: -3861213001347413166 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1037 Passengers seated: 282/282 Average waiting ticks: 463.27 Longest waiting passenger: P14->18D(LEFT) Longest waiting ticks: 988 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2266 Maximum occupied tiles: 13 Seat events: 148 Single-blocker events: 41 Multiple-blocker events: 16 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 2110 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 45 Multiple-blocker events: 14 Temporary aisle reoccupations: 73 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 95 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5619 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6814 Total stationary ticks: 135338 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 584 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 584 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:11:57 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 5 Scenario seed: -3861213001347413166 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1037 Passengers seated: 282/282 Average waiting ticks: 463.27 Longest waiting passenger: P14->18D(LEFT) Longest waiting ticks: 988 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2266 Maximum occupied tiles: 13 Seat events: 148 Single-blocker events: 41 Multiple-blocker events: 16 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 2110 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 45 Multiple-blocker events: 14 Temporary aisle reoccupations: 73 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 95 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5619 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6814 Total stationary ticks: 135338 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 584 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 584 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:11:57 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 6 Scenario seed: 5232186905524502075 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 94.47% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2349 Passengers seated: 226/235 Average waiting ticks: 412.04 Longest waiting passenger: P148->22D(RIGHT) Longest waiting ticks: 2308 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 10 Cluster candidates evaluated: 3 Executable cluster candidates: 1 Rejected cluster candidates: 2 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 9 Selected release potential total: 5 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1602 Regions dissolved: 2 Repeated reconstructions avoided: 1602 Largest region lifetime: 1574 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1574:occupied=9 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1520 State changes reopening evaluation: 9 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1534 Maximum occupied tiles: 11 Seat events: 111 Single-blocker events: 33 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1850 Maximum occupied tiles: 13 Seat events: 115 Single-blocker events: 25 Multiple-blocker events: 11 Temporary aisle reoccupations: 49 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1668 Reservations granted: 1665 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 7 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 11128 Longest unresolved passenger ID: 198 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 7 Longest dependency chain: P102(27G/RIGHT) -> P111(26C/RIGHT) -> P180(26D/RIGHT) -> P228(28H/RIGHT) -> P123(29E/RIGHT) -> P198(30F/RIGHT) -> P69(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 102 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 7 Total blocked ticks: 18631 Total stationary ticks: 110660 Seat-event requests: 1780 Failed seat-event starts: 1554 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 69 Critical blocker identity: P69->29C(RIGHT) Direct fan-out: 1 Total indirect descendants: 6 Critical tree size including blocker: 7 Critical tree depth: 7 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 9 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P69(29C/RIGHT/WAITING_FOR_SEAT_EVENT) P198(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P123(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P228(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P180(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P111(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P102(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1519 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1519 Rear-boundary failures: 35 Middle-bank reservation failures: 3 Active-event deferrals: 539 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1782\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1522\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:11:57 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 6 Scenario seed: 5232186905524502075 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 94.47% OUTCOME ------- Status: SUCCESS Completed ticks: 892 Passengers seated: 235/235 Average waiting ticks: 399.84 Longest waiting passenger: P204->17E(RIGHT) Longest waiting ticks: 844 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 6 Selected release potential total: 5 Last cluster decision: RIGHT:tiles8-13:occupied=6:anchor=P172:selected=P162:directReleases=0:releasePotential=5 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 29 Regions dissolved: 2 Repeated reconstructions avoided: 29 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1534 Maximum occupied tiles: 11 Seat events: 111 Single-blocker events: 33 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1872 Maximum occupied tiles: 11 Seat events: 124 Single-blocker events: 28 Multiple-blocker events: 15 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 134 Reservations granted: 131 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3993 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4927 Total stationary ticks: 97124 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 507 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 507 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:11:57 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 6 Scenario seed: 5232186905524502075 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 94.47% OUTCOME ------- Status: SUCCESS Completed ticks: 892 Passengers seated: 235/235 Average waiting ticks: 399.84 Longest waiting passenger: P204->17E(RIGHT) Longest waiting ticks: 844 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 6 Selected release potential total: 5 Last cluster decision: RIGHT:tiles8-13:occupied=6:anchor=P172:selected=P162:directReleases=0:releasePotential=5 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 29 Regions dissolved: 2 Repeated reconstructions avoided: 29 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1534 Maximum occupied tiles: 11 Seat events: 111 Single-blocker events: 33 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1872 Maximum occupied tiles: 11 Seat events: 124 Single-blocker events: 28 Multiple-blocker events: 15 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 134 Reservations granted: 131 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3993 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4927 Total stationary ticks: 97124 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 507 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 507 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:11:57 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 7 Scenario seed: -6941493034642023543 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 95.75% OUTCOME ------- Status: SUCCESS Completed ticks: 1320 Passengers seated: 353/353 Average waiting ticks: 603.76 Longest waiting passenger: P99->23G(LEFT) Longest waiting ticks: 1270 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3201 Maximum occupied tiles: 15 Seat events: 184 Single-blocker events: 48 Multiple-blocker events: 27 Temporary aisle reoccupations: 104 RIGHT AISLE ----------- Total moves: 2947 Maximum occupied tiles: 13 Seat events: 169 Single-blocker events: 50 Multiple-blocker events: 21 Temporary aisle reoccupations: 95 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 152 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6822 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8389 Total stationary ticks: 218685 Seat-event requests: 375 Failed seat-event starts: 22 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 864 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 22 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 864 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:11:57 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 7 Scenario seed: -6941493034642023543 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 95.75% OUTCOME ------- Status: SUCCESS Completed ticks: 1320 Passengers seated: 353/353 Average waiting ticks: 603.79 Longest waiting passenger: P99->23G(LEFT) Longest waiting ticks: 1270 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3201 Maximum occupied tiles: 15 Seat events: 184 Single-blocker events: 48 Multiple-blocker events: 27 Temporary aisle reoccupations: 104 RIGHT AISLE ----------- Total moves: 2947 Maximum occupied tiles: 13 Seat events: 169 Single-blocker events: 50 Multiple-blocker events: 21 Temporary aisle reoccupations: 95 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 152 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6817 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8387 Total stationary ticks: 218684 Seat-event requests: 374 Failed seat-event starts: 21 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 871 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 21 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 871 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 374\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:11:57 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 7 Scenario seed: -6941493034642023543 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 95.75% OUTCOME ------- Status: SUCCESS Completed ticks: 1320 Passengers seated: 353/353 Average waiting ticks: 603.76 Longest waiting passenger: P99->23G(LEFT) Longest waiting ticks: 1270 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3201 Maximum occupied tiles: 15 Seat events: 184 Single-blocker events: 48 Multiple-blocker events: 27 Temporary aisle reoccupations: 104 RIGHT AISLE ----------- Total moves: 2947 Maximum occupied tiles: 13 Seat events: 169 Single-blocker events: 50 Multiple-blocker events: 21 Temporary aisle reoccupations: 95 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 152 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6822 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8389 Total stationary ticks: 218685 Seat-event requests: 375 Failed seat-event starts: 22 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 864 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 22 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 864 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:11:57 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 8 Scenario seed: -8554465769121675260 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 861 Passengers seated: 235/235 Average waiting ticks: 382.57 Longest waiting passenger: P23->28C(RIGHT) Longest waiting ticks: 816 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1693 Maximum occupied tiles: 14 Seat events: 114 Single-blocker events: 26 Multiple-blocker events: 13 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 1699 Maximum occupied tiles: 12 Seat events: 121 Single-blocker events: 35 Multiple-blocker events: 11 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 125 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4487 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5649 Total stationary ticks: 93738 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 539 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 539 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:11:57 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 8 Scenario seed: -8554465769121675260 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 861 Passengers seated: 235/235 Average waiting ticks: 382.62 Longest waiting passenger: P23->28C(RIGHT) Longest waiting ticks: 816 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1693 Maximum occupied tiles: 14 Seat events: 114 Single-blocker events: 26 Multiple-blocker events: 13 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 1699 Maximum occupied tiles: 12 Seat events: 121 Single-blocker events: 35 Multiple-blocker events: 11 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 125 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4472 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5637 Total stationary ticks: 93736 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 542 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 542 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:11:57 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 8 Scenario seed: -8554465769121675260 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 861 Passengers seated: 235/235 Average waiting ticks: 382.62 Longest waiting passenger: P23->28C(RIGHT) Longest waiting ticks: 816 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1693 Maximum occupied tiles: 14 Seat events: 114 Single-blocker events: 26 Multiple-blocker events: 13 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 1699 Maximum occupied tiles: 12 Seat events: 121 Single-blocker events: 35 Multiple-blocker events: 11 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 125 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4472 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5637 Total stationary ticks: 93736 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 542 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 542 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:11:57 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 9 Scenario seed: 5225839747377591732 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1015 Passengers seated: 282/282 Average waiting ticks: 466.34 Longest waiting passenger: P68->23A(LEFT) Longest waiting ticks: 960 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2100 Maximum occupied tiles: 11 Seat events: 144 Single-blocker events: 44 Multiple-blocker events: 12 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 2256 Maximum occupied tiles: 12 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 13 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 102 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5299 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6604 Total stationary ticks: 135920 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 691 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 691 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:11:57 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 9 Scenario seed: 5225839747377591732 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1015 Passengers seated: 282/282 Average waiting ticks: 466.34 Longest waiting passenger: P68->23A(LEFT) Longest waiting ticks: 960 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2100 Maximum occupied tiles: 11 Seat events: 144 Single-blocker events: 44 Multiple-blocker events: 12 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 2256 Maximum occupied tiles: 12 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 13 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 102 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5299 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6604 Total stationary ticks: 135920 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 691 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 691 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:11:57 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 9 Scenario seed: 5225839747377591732 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1015 Passengers seated: 282/282 Average waiting ticks: 466.34 Longest waiting passenger: P68->23A(LEFT) Longest waiting ticks: 960 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2100 Maximum occupied tiles: 11 Seat events: 144 Single-blocker events: 44 Multiple-blocker events: 12 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 2256 Maximum occupied tiles: 12 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 13 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 102 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5299 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6604 Total stationary ticks: 135920 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 691 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 691 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:11:57 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 10 Scenario seed: 1939935009979591158 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2369 Passengers seated: 232/235 Average waiting ticks: 394.61 Longest waiting passenger: P8->28F(LEFT) Longest waiting ticks: 2299 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1636 Regions dissolved: 2 Repeated reconstructions avoided: 1636 Largest region lifetime: 1601 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1601:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1584 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 12 Seat events: 110 Single-blocker events: 30 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1757 Maximum occupied tiles: 11 Seat events: 122 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1714 Reservations granted: 1714 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 2 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4339 Longest unresolved passenger ID: 15 Longest unresolved row: 28 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 121 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 2 Total blocked ticks: 10065 Total stationary ticks: 99506 Seat-event requests: 1830 Failed seat-event starts: 1598 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 8 Critical blocker identity: P8->28F(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P8(28F/LEFT/WAITING_FOR_SEAT_EVENT) P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1587 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 3 Critical blocker required yield tiles: 29|30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 11 Rear-boundary failures: 1587 Middle-bank reservation failures: 0 Active-event deferrals: 484 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 29|30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:11:57 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 10 Scenario seed: 1939935009979591158 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2369 Passengers seated: 232/235 Average waiting ticks: 394.60 Longest waiting passenger: P8->28F(LEFT) Longest waiting ticks: 2299 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1636 Regions dissolved: 2 Repeated reconstructions avoided: 1636 Largest region lifetime: 1601 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1601:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1584 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 12 Seat events: 110 Single-blocker events: 30 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1757 Maximum occupied tiles: 11 Seat events: 122 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1714 Reservations granted: 1714 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 2 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4349 Longest unresolved passenger ID: 15 Longest unresolved row: 28 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 121 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 2 Total blocked ticks: 10071 Total stationary ticks: 99508 Seat-event requests: 1830 Failed seat-event starts: 1598 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 8 Critical blocker identity: P8->28F(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P8(28F/LEFT/WAITING_FOR_SEAT_EVENT) P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1587 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 3 Critical blocker required yield tiles: 29|30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 11 Rear-boundary failures: 1587 Middle-bank reservation failures: 0 Active-event deferrals: 485 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 29|30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:11:57 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 10 Scenario seed: 1939935009979591158 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2369 Passengers seated: 232/235 Average waiting ticks: 394.60 Longest waiting passenger: P8->28F(LEFT) Longest waiting ticks: 2299 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1636 Regions dissolved: 2 Repeated reconstructions avoided: 1636 Largest region lifetime: 1601 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1601:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1584 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 12 Seat events: 110 Single-blocker events: 30 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1757 Maximum occupied tiles: 11 Seat events: 122 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1714 Reservations granted: 1714 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 2 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4349 Longest unresolved passenger ID: 15 Longest unresolved row: 28 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 121 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 2 Total blocked ticks: 10071 Total stationary ticks: 99508 Seat-event requests: 1830 Failed seat-event starts: 1598 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 8 Critical blocker identity: P8->28F(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P8(28F/LEFT/WAITING_FOR_SEAT_EVENT) P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1587 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 3 Critical blocker required yield tiles: 29|30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 11 Rear-boundary failures: 1587 Middle-bank reservation failures: 0 Active-event deferrals: 485 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 29|30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:11:57 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 11 Scenario seed: 1252229027809620306 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 97.45% OUTCOME ------- Status: SUCCESS Completed ticks: 1280 Passengers seated: 353/353 Average waiting ticks: 583.29 Longest waiting passenger: P34->24D(LEFT) Longest waiting ticks: 1216 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3262 Maximum occupied tiles: 13 Seat events: 181 Single-blocker events: 47 Multiple-blocker events: 22 Temporary aisle reoccupations: 97 RIGHT AISLE ----------- Total moves: 2896 Maximum occupied tiles: 14 Seat events: 172 Single-blocker events: 43 Multiple-blocker events: 26 Temporary aisle reoccupations: 100 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 149 Reservations granted: 149 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8010 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9374 Total stationary ticks: 212715 Seat-event requests: 371 Failed seat-event starts: 18 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 643 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 18 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 643 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:11:57 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 11 Scenario seed: 1252229027809620306 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 97.45% OUTCOME ------- Status: SUCCESS Completed ticks: 1280 Passengers seated: 353/353 Average waiting ticks: 583.32 Longest waiting passenger: P34->24D(LEFT) Longest waiting ticks: 1216 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3262 Maximum occupied tiles: 13 Seat events: 181 Single-blocker events: 47 Multiple-blocker events: 22 Temporary aisle reoccupations: 97 RIGHT AISLE ----------- Total moves: 2896 Maximum occupied tiles: 14 Seat events: 172 Single-blocker events: 43 Multiple-blocker events: 26 Temporary aisle reoccupations: 100 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 149 Reservations granted: 149 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7975 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9381 Total stationary ticks: 212716 Seat-event requests: 371 Failed seat-event starts: 18 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 654 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 18 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 654 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:11:57 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 11 Scenario seed: 1252229027809620306 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 97.45% OUTCOME ------- Status: SUCCESS Completed ticks: 1280 Passengers seated: 353/353 Average waiting ticks: 583.33 Longest waiting passenger: P34->24D(LEFT) Longest waiting ticks: 1216 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3262 Maximum occupied tiles: 13 Seat events: 181 Single-blocker events: 47 Multiple-blocker events: 22 Temporary aisle reoccupations: 97 RIGHT AISLE ----------- Total moves: 2896 Maximum occupied tiles: 14 Seat events: 172 Single-blocker events: 43 Multiple-blocker events: 26 Temporary aisle reoccupations: 100 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 149 Reservations granted: 149 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7965 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9358 Total stationary ticks: 212708 Seat-event requests: 371 Failed seat-event starts: 18 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 646 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 18 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 646 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:11:57 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 12 Scenario seed: 8187627317652047108 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 93.62% OUTCOME ------- Status: SUCCESS Completed ticks: 880 Passengers seated: 235/235 Average waiting ticks: 383.92 Longest waiting passenger: P3->11G(RIGHT) Longest waiting ticks: 827 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 29 Regions dissolved: 1 Repeated reconstructions avoided: 29 Largest region lifetime: 30 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=30 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 13 Seat events: 110 Single-blocker events: 28 Multiple-blocker events: 7 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1738 Maximum occupied tiles: 12 Seat events: 125 Single-blocker events: 35 Multiple-blocker events: 14 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 135 Reservations granted: 125 Reservations denied/waited: 10 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4421 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5748 Total stationary ticks: 94039 Seat-event requests: 241 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 646 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 10 Active-event deferrals: 646 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:11:57 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 12 Scenario seed: 8187627317652047108 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 93.62% OUTCOME ------- Status: SUCCESS Completed ticks: 880 Passengers seated: 235/235 Average waiting ticks: 384.07 Longest waiting passenger: P3->11G(RIGHT) Longest waiting ticks: 827 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 29 Regions dissolved: 1 Repeated reconstructions avoided: 29 Largest region lifetime: 30 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=30 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 13 Seat events: 110 Single-blocker events: 28 Multiple-blocker events: 7 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1738 Maximum occupied tiles: 12 Seat events: 125 Single-blocker events: 35 Multiple-blocker events: 14 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 133 Reservations granted: 125 Reservations denied/waited: 8 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4381 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5693 Total stationary ticks: 94024 Seat-event requests: 241 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 645 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 8 Active-event deferrals: 645 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:11:57 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 12 Scenario seed: 8187627317652047108 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 93.62% OUTCOME ------- Status: SUCCESS Completed ticks: 880 Passengers seated: 235/235 Average waiting ticks: 383.86 Longest waiting passenger: P3->11G(RIGHT) Longest waiting ticks: 827 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 29 Regions dissolved: 1 Repeated reconstructions avoided: 29 Largest region lifetime: 30 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=30 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 13 Seat events: 110 Single-blocker events: 28 Multiple-blocker events: 7 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1738 Maximum occupied tiles: 12 Seat events: 125 Single-blocker events: 35 Multiple-blocker events: 14 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 135 Reservations granted: 125 Reservations denied/waited: 10 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4431 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5747 Total stationary ticks: 94038 Seat-event requests: 241 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 634 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 10 Active-event deferrals: 634 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:11:57 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 13 Scenario seed: 6351835860743924132 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 65.96% Aisle-assignment balance: 95.04% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2516 Passengers seated: 277/282 Average waiting ticks: 479.16 Longest waiting passenger: P279->31A(LEFT) Longest waiting ticks: 2446 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 0 Rejected cluster candidates: 1 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 5 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1515 Regions dissolved: 0 Repeated reconstructions avoided: 1515 Largest region lifetime: 1516 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1516:occupied=5 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1499 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2303 Maximum occupied tiles: 15 Seat events: 143 Single-blocker events: 44 Multiple-blocker events: 16 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2058 Maximum occupied tiles: 13 Seat events: 134 Single-blocker events: 36 Multiple-blocker events: 13 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 96 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5609 Longest unresolved passenger ID: 117 Longest unresolved row: 32 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 226 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14637 Total stationary ticks: 144501 Seat-event requests: 1814 Failed seat-event starts: 1537 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 111 Critical blocker identity: P111->28A(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P111(28A/LEFT/WAITING_FOR_SEAT_EVENT) P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1513 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 29|30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 117 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1513 Rear-boundary failures: 24 Middle-bank reservation failures: 1 Active-event deferrals: 702 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P279->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=925,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 29|30 Current unavailable yield tiles: 30 Current yield-tile occupants: 117 Final row-event chain: 111|117|279 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:11:57 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 13 Scenario seed: 6351835860743924132 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 65.96% Aisle-assignment balance: 95.04% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2516 Passengers seated: 277/282 Average waiting ticks: 479.23 Longest waiting passenger: P279->31A(LEFT) Longest waiting ticks: 2446 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 0 Rejected cluster candidates: 1 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 5 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1515 Regions dissolved: 0 Repeated reconstructions avoided: 1515 Largest region lifetime: 1516 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1516:occupied=5 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1499 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2303 Maximum occupied tiles: 15 Seat events: 143 Single-blocker events: 44 Multiple-blocker events: 16 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2058 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 36 Multiple-blocker events: 13 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 96 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5567 Longest unresolved passenger ID: 117 Longest unresolved row: 32 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 226 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14536 Total stationary ticks: 144436 Seat-event requests: 1814 Failed seat-event starts: 1537 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 111 Critical blocker identity: P111->28A(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P111(28A/LEFT/WAITING_FOR_SEAT_EVENT) P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1513 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 29|30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 117 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1513 Rear-boundary failures: 24 Middle-bank reservation failures: 1 Active-event deferrals: 689 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P279->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=933,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 29|30 Current unavailable yield tiles: 30 Current yield-tile occupants: 117 Final row-event chain: 111|117|279 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:11:57 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 13 Scenario seed: 6351835860743924132 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 65.96% Aisle-assignment balance: 95.04% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2516 Passengers seated: 277/282 Average waiting ticks: 479.23 Longest waiting passenger: P279->31A(LEFT) Longest waiting ticks: 2446 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 0 Rejected cluster candidates: 1 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 5 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1515 Regions dissolved: 0 Repeated reconstructions avoided: 1515 Largest region lifetime: 1516 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1516:occupied=5 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1499 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2303 Maximum occupied tiles: 15 Seat events: 143 Single-blocker events: 44 Multiple-blocker events: 16 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2058 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 36 Multiple-blocker events: 13 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 96 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5567 Longest unresolved passenger ID: 117 Longest unresolved row: 32 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 226 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14536 Total stationary ticks: 144436 Seat-event requests: 1814 Failed seat-event starts: 1537 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 111 Critical blocker identity: P111->28A(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P111(28A/LEFT/WAITING_FOR_SEAT_EVENT) P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1513 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 29|30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 117 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1513 Rear-boundary failures: 24 Middle-bank reservation failures: 1 Active-event deferrals: 689 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P279->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=933,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 29|30 Current unavailable yield tiles: 30 Current yield-tile occupants: 117 Final row-event chain: 111|117|279 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:11:57 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 14 Scenario seed: -8658915343845013000 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 995 Passengers seated: 282/282 Average waiting ticks: 460.22 Longest waiting passenger: P218->6F(RIGHT) Longest waiting ticks: 951 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2250 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 38 Multiple-blocker events: 11 Temporary aisle reoccupations: 60 RIGHT AISLE ----------- Total moves: 2145 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 42 Multiple-blocker events: 17 Temporary aisle reoccupations: 76 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 98 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5688 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7053 Total stationary ticks: 134674 Seat-event requests: 287 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 657 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 657 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:11:57 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 14 Scenario seed: -8658915343845013000 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 995 Passengers seated: 282/282 Average waiting ticks: 460.18 Longest waiting passenger: P218->6F(RIGHT) Longest waiting ticks: 951 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2250 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 38 Multiple-blocker events: 11 Temporary aisle reoccupations: 60 RIGHT AISLE ----------- Total moves: 2145 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 42 Multiple-blocker events: 17 Temporary aisle reoccupations: 76 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 98 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5713 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7065 Total stationary ticks: 134676 Seat-event requests: 287 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 656 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 656 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:11:57 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 14 Scenario seed: -8658915343845013000 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 995 Passengers seated: 282/282 Average waiting ticks: 460.22 Longest waiting passenger: P218->6F(RIGHT) Longest waiting ticks: 951 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2250 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 38 Multiple-blocker events: 11 Temporary aisle reoccupations: 60 RIGHT AISLE ----------- Total moves: 2145 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 42 Multiple-blocker events: 17 Temporary aisle reoccupations: 76 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 98 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5688 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7053 Total stationary ticks: 134674 Seat-event requests: 287 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 657 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 657 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:11:58 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 15 Scenario seed: 5673179910411321410 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 462.27 Longest waiting passenger: P21->16E(RIGHT) Longest waiting ticks: 953 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2199 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 41 Multiple-blocker events: 20 Temporary aisle reoccupations: 81 RIGHT AISLE ----------- Total moves: 2185 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 39 Multiple-blocker events: 16 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 96 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5393 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6898 Total stationary ticks: 134958 Seat-event requests: 301 Failed seat-event starts: 19 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 714 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 19 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 714 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:11:58 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 15 Scenario seed: 5673179910411321410 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 462.25 Longest waiting passenger: P21->16E(RIGHT) Longest waiting ticks: 953 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2199 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 41 Multiple-blocker events: 20 Temporary aisle reoccupations: 81 RIGHT AISLE ----------- Total moves: 2185 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 39 Multiple-blocker events: 16 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 96 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5398 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6898 Total stationary ticks: 134958 Seat-event requests: 301 Failed seat-event starts: 19 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 709 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 19 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 709 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:11:58 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 15 Scenario seed: 5673179910411321410 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 462.27 Longest waiting passenger: P21->16E(RIGHT) Longest waiting ticks: 953 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2199 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 41 Multiple-blocker events: 20 Temporary aisle reoccupations: 81 RIGHT AISLE ----------- Total moves: 2185 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 39 Multiple-blocker events: 16 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 96 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5393 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6898 Total stationary ticks: 134958 Seat-event requests: 301 Failed seat-event starts: 19 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 714 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 19 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 714 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:11:58 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 16 Scenario seed: 6658752785952583458 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1052 Passengers seated: 282/282 Average waiting ticks: 468.96 Longest waiting passenger: P181->4E(LEFT) Longest waiting ticks: 999 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 14 Regions dissolved: 1 Repeated reconstructions avoided: 14 Largest region lifetime: 15 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=15 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2277 Maximum occupied tiles: 12 Seat events: 148 Single-blocker events: 45 Multiple-blocker events: 21 Temporary aisle reoccupations: 87 RIGHT AISLE ----------- Total moves: 2045 Maximum occupied tiles: 11 Seat events: 134 Single-blocker events: 34 Multiple-blocker events: 11 Temporary aisle reoccupations: 56 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 97 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5574 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6661 Total stationary ticks: 136880 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 528 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 528 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:11:58 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 16 Scenario seed: 6658752785952583458 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1052 Passengers seated: 282/282 Average waiting ticks: 468.97 Longest waiting passenger: P181->4E(LEFT) Longest waiting ticks: 999 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 14 Regions dissolved: 1 Repeated reconstructions avoided: 14 Largest region lifetime: 15 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=15 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2277 Maximum occupied tiles: 12 Seat events: 148 Single-blocker events: 45 Multiple-blocker events: 21 Temporary aisle reoccupations: 87 RIGHT AISLE ----------- Total moves: 2045 Maximum occupied tiles: 11 Seat events: 134 Single-blocker events: 34 Multiple-blocker events: 11 Temporary aisle reoccupations: 56 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 97 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5574 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6655 Total stationary ticks: 136878 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 527 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 527 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:11:58 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 16 Scenario seed: 6658752785952583458 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1052 Passengers seated: 282/282 Average waiting ticks: 468.97 Longest waiting passenger: P181->4E(LEFT) Longest waiting ticks: 999 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 14 Regions dissolved: 1 Repeated reconstructions avoided: 14 Largest region lifetime: 15 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=15 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2277 Maximum occupied tiles: 12 Seat events: 148 Single-blocker events: 45 Multiple-blocker events: 21 Temporary aisle reoccupations: 87 RIGHT AISLE ----------- Total moves: 2045 Maximum occupied tiles: 11 Seat events: 134 Single-blocker events: 34 Multiple-blocker events: 11 Temporary aisle reoccupations: 56 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 97 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5574 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6655 Total stationary ticks: 136878 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 527 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 527 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:11:58 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 17 Scenario seed: -218671498343752214 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.16% OUTCOME ------- Status: SUCCESS Completed ticks: 1029 Passengers seated: 282/282 Average waiting ticks: 464.66 Longest waiting passenger: P242->27G(RIGHT) Longest waiting ticks: 976 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 4 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 22 Regions dissolved: 2 Repeated reconstructions avoided: 22 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2178 Maximum occupied tiles: 12 Seat events: 137 Single-blocker events: 44 Multiple-blocker events: 14 Temporary aisle reoccupations: 72 RIGHT AISLE ----------- Total moves: 2204 Maximum occupied tiles: 12 Seat events: 145 Single-blocker events: 38 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 96 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5622 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6765 Total stationary ticks: 135723 Seat-event requests: 299 Failed seat-event starts: 17 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 557 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 17 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 557 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:11:58 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 17 Scenario seed: -218671498343752214 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.16% OUTCOME ------- Status: SUCCESS Completed ticks: 1029 Passengers seated: 282/282 Average waiting ticks: 464.69 Longest waiting passenger: P242->27G(RIGHT) Longest waiting ticks: 976 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 4 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 22 Regions dissolved: 2 Repeated reconstructions avoided: 22 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2178 Maximum occupied tiles: 12 Seat events: 137 Single-blocker events: 44 Multiple-blocker events: 14 Temporary aisle reoccupations: 72 RIGHT AISLE ----------- Total moves: 2204 Maximum occupied tiles: 12 Seat events: 145 Single-blocker events: 38 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 96 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5612 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6786 Total stationary ticks: 135730 Seat-event requests: 299 Failed seat-event starts: 17 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 574 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 17 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 574 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:11:58 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 17 Scenario seed: -218671498343752214 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.16% OUTCOME ------- Status: SUCCESS Completed ticks: 1029 Passengers seated: 282/282 Average waiting ticks: 464.69 Longest waiting passenger: P242->27G(RIGHT) Longest waiting ticks: 976 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 4 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 22 Regions dissolved: 2 Repeated reconstructions avoided: 22 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2178 Maximum occupied tiles: 12 Seat events: 137 Single-blocker events: 44 Multiple-blocker events: 14 Temporary aisle reoccupations: 72 RIGHT AISLE ----------- Total moves: 2204 Maximum occupied tiles: 12 Seat events: 145 Single-blocker events: 38 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 96 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5612 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6786 Total stationary ticks: 135730 Seat-event requests: 299 Failed seat-event starts: 17 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 574 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 17 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 574 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:11:58 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 18 Scenario seed: -8332752414533420411 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.34% Aisle-assignment balance: 99.15% OUTCOME ------- Status: SUCCESS Completed ticks: 1259 Passengers seated: 353/353 Average waiting ticks: 593.34 Longest waiting passenger: P150->11H(RIGHT) Longest waiting ticks: 1209 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3172 Maximum occupied tiles: 16 Seat events: 175 Single-blocker events: 42 Multiple-blocker events: 24 Temporary aisle reoccupations: 95 RIGHT AISLE ----------- Total moves: 2985 Maximum occupied tiles: 13 Seat events: 178 Single-blocker events: 55 Multiple-blocker events: 26 Temporary aisle reoccupations: 113 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 148 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7954 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9621 Total stationary ticks: 216298 Seat-event requests: 380 Failed seat-event starts: 27 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 784 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 27 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 784 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:11:58 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 18 Scenario seed: -8332752414533420411 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.34% Aisle-assignment balance: 99.15% OUTCOME ------- Status: SUCCESS Completed ticks: 1259 Passengers seated: 353/353 Average waiting ticks: 593.34 Longest waiting passenger: P150->11H(RIGHT) Longest waiting ticks: 1209 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3172 Maximum occupied tiles: 16 Seat events: 175 Single-blocker events: 42 Multiple-blocker events: 24 Temporary aisle reoccupations: 95 RIGHT AISLE ----------- Total moves: 2985 Maximum occupied tiles: 13 Seat events: 178 Single-blocker events: 55 Multiple-blocker events: 26 Temporary aisle reoccupations: 113 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 148 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7954 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9621 Total stationary ticks: 216298 Seat-event requests: 380 Failed seat-event starts: 27 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 784 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 27 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 784 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:11:58 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 18 Scenario seed: -8332752414533420411 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.34% Aisle-assignment balance: 99.15% OUTCOME ------- Status: SUCCESS Completed ticks: 1259 Passengers seated: 353/353 Average waiting ticks: 593.34 Longest waiting passenger: P150->11H(RIGHT) Longest waiting ticks: 1209 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3172 Maximum occupied tiles: 16 Seat events: 175 Single-blocker events: 42 Multiple-blocker events: 24 Temporary aisle reoccupations: 95 RIGHT AISLE ----------- Total moves: 2985 Maximum occupied tiles: 13 Seat events: 178 Single-blocker events: 55 Multiple-blocker events: 26 Temporary aisle reoccupations: 113 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 148 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7954 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9621 Total stationary ticks: 216298 Seat-event requests: 380 Failed seat-event starts: 27 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 784 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 27 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 784 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:11:58 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 19 Scenario seed: 5866349045608257533 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2347 Passengers seated: 230/235 Average waiting ticks: 400.83 Longest waiting passenger: P105->29D(RIGHT) Longest waiting ticks: 2279 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 6 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 6 Selected release potential total: 9 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1613 Regions dissolved: 2 Repeated reconstructions avoided: 1613 Largest region lifetime: 1570 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1570:occupied=5 Confirmation deferral ticks: 6 Regions reaching confirmation: 3 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1549 State changes reopening evaluation: 3 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1684 Maximum occupied tiles: 13 Seat events: 120 Single-blocker events: 26 Multiple-blocker events: 20 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 1708 Maximum occupied tiles: 12 Seat events: 110 Single-blocker events: 29 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1708 Reservations granted: 1708 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 4 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 6675 Longest unresolved passenger ID: 128 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 5 Longest dependency chain: P170(27E/RIGHT) -> P33(30G/RIGHT) -> P155(28G/RIGHT) -> P128(30F/RIGHT) -> P105(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 170 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 4 Total blocked ticks: 13109 Total stationary ticks: 103859 Seat-event requests: 1828 Failed seat-event starts: 1598 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 105 Critical blocker identity: P105->29D(RIGHT) Direct fan-out: 1 Total indirect descendants: 4 Critical tree size including blocker: 5 Critical tree depth: 5 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P105(29D/RIGHT/WAITING_FOR_SEAT_EVENT) P128(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P155(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P33(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P170(27E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1569 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 29 Rear-boundary failures: 1569 Middle-bank reservation failures: 0 Active-event deferrals: 562 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1826\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:11:58 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 19 Scenario seed: 5866349045608257533 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 845 Passengers seated: 235/235 Average waiting ticks: 394.17 Longest waiting passenger: P133->5B(LEFT) Longest waiting ticks: 814 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 4 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 6 Selected release potential total: 9 Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P15:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 44 Regions dissolved: 2 Repeated reconstructions avoided: 44 Largest region lifetime: 34 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=12 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1684 Maximum occupied tiles: 13 Seat events: 120 Single-blocker events: 26 Multiple-blocker events: 20 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 1717 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 30 Multiple-blocker events: 13 Temporary aisle reoccupations: 58 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 142 Reservations granted: 142 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4251 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5354 Total stationary ticks: 96093 Seat-event requests: 264 Failed seat-event starts: 29 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 557 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 29 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 557 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 262\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:11:58 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 19 Scenario seed: 5866349045608257533 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 845 Passengers seated: 235/235 Average waiting ticks: 394.17 Longest waiting passenger: P133->5B(LEFT) Longest waiting ticks: 814 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 4 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 6 Selected release potential total: 9 Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P15:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 44 Regions dissolved: 2 Repeated reconstructions avoided: 44 Largest region lifetime: 34 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=12 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1684 Maximum occupied tiles: 13 Seat events: 120 Single-blocker events: 26 Multiple-blocker events: 20 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 1717 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 30 Multiple-blocker events: 13 Temporary aisle reoccupations: 58 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 142 Reservations granted: 142 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4251 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5354 Total stationary ticks: 96093 Seat-event requests: 264 Failed seat-event starts: 29 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 557 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 29 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 557 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 262\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:11:58 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 20 Scenario seed: 3658999535626094423 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: SUCCESS Completed ticks: 845 Passengers seated: 235/235 Average waiting ticks: 383.63 Longest waiting passenger: P59->4F(RIGHT) Longest waiting ticks: 835 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 25 Regions dissolved: 2 Repeated reconstructions avoided: 25 Largest region lifetime: 19 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=19 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1732 Maximum occupied tiles: 11 Seat events: 113 Single-blocker events: 37 Multiple-blocker events: 8 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1701 Maximum occupied tiles: 13 Seat events: 122 Single-blocker events: 27 Multiple-blocker events: 16 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 127 Reservations granted: 127 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4587 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5751 Total stationary ticks: 94043 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 587 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 587 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:11:58 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 20 Scenario seed: 3658999535626094423 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: SUCCESS Completed ticks: 845 Passengers seated: 235/235 Average waiting ticks: 383.62 Longest waiting passenger: P59->4F(RIGHT) Longest waiting ticks: 835 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 25 Regions dissolved: 2 Repeated reconstructions avoided: 25 Largest region lifetime: 19 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=19 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1732 Maximum occupied tiles: 11 Seat events: 113 Single-blocker events: 37 Multiple-blocker events: 8 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1701 Maximum occupied tiles: 13 Seat events: 122 Single-blocker events: 27 Multiple-blocker events: 16 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 127 Reservations granted: 127 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4592 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5750 Total stationary ticks: 94042 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 583 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 583 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:11:58 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 20 Scenario seed: 3658999535626094423 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: SUCCESS Completed ticks: 845 Passengers seated: 235/235 Average waiting ticks: 383.63 Longest waiting passenger: P59->4F(RIGHT) Longest waiting ticks: 835 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 25 Regions dissolved: 2 Repeated reconstructions avoided: 25 Largest region lifetime: 19 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=19 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1732 Maximum occupied tiles: 11 Seat events: 113 Single-blocker events: 37 Multiple-blocker events: 8 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1701 Maximum occupied tiles: 13 Seat events: 122 Single-blocker events: 27 Multiple-blocker events: 16 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 127 Reservations granted: 127 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4587 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5751 Total stationary ticks: 94043 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 587 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 587 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:11:58 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 21 Scenario seed: 1778985705851435071 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1007 Passengers seated: 282/282 Average waiting ticks: 462.32 Longest waiting passenger: P199->4E(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 3 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 8 Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 49 Regions dissolved: 2 Repeated reconstructions avoided: 49 Largest region lifetime: 35 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=35 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2228 Maximum occupied tiles: 13 Seat events: 144 Single-blocker events: 35 Multiple-blocker events: 10 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 2144 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 37 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 103 Reservations granted: 103 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5798 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7265 Total stationary ticks: 135403 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 719 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 719 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:11:58 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 21 Scenario seed: 1778985705851435071 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1007 Passengers seated: 282/282 Average waiting ticks: 462.32 Longest waiting passenger: P199->4E(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 3 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 8 Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 49 Regions dissolved: 2 Repeated reconstructions avoided: 49 Largest region lifetime: 35 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=35 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2228 Maximum occupied tiles: 13 Seat events: 144 Single-blocker events: 35 Multiple-blocker events: 10 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 2144 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 37 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 103 Reservations granted: 103 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5798 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7265 Total stationary ticks: 135403 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 719 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 719 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:11:58 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 21 Scenario seed: 1778985705851435071 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1007 Passengers seated: 282/282 Average waiting ticks: 462.32 Longest waiting passenger: P199->4E(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 3 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 8 Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 49 Regions dissolved: 2 Repeated reconstructions avoided: 49 Largest region lifetime: 35 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=35 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2228 Maximum occupied tiles: 13 Seat events: 144 Single-blocker events: 35 Multiple-blocker events: 10 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 2144 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 37 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 103 Reservations granted: 103 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5798 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7265 Total stationary ticks: 135403 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 719 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 719 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:11:58 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 22 Scenario seed: 4203521108576778203 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.14% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2482 Passengers seated: 270/282 Average waiting ticks: 472.84 Longest waiting passenger: P277->30F(LEFT) Longest waiting ticks: 2442 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 13 Cluster candidates evaluated: 14 Executable cluster candidates: 1 Rejected cluster candidates: 13 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 12 Selected release potential total: 2 Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1645 Regions dissolved: 1 Repeated reconstructions avoided: 1645 Largest region lifetime: 1638 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1638:occupied=12 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1562 State changes reopening evaluation: 12 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2166 Maximum occupied tiles: 17 Seat events: 132 Single-blocker events: 38 Multiple-blocker events: 13 Temporary aisle reoccupations: 64 RIGHT AISLE ----------- Total moves: 2158 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 18 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1758 Reservations granted: 1751 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 10 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 16258 Longest unresolved passenger ID: 48 Longest unresolved row: 31 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 11 Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 75 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 10 Total blocked ticks: 26140 Total stationary ticks: 153459 Seat-event requests: 1940 Failed seat-event starts: 1670 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 277 Critical blocker identity: P277->30F(LEFT) Direct fan-out: 1 Total indirect descendants: 10 Critical tree size including blocker: 11 Critical tree depth: 11 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 12 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P277(30F/LEFT/WAITING_FOR_SEAT_EVENT) P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1669 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 31|32 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: 48 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1669 Rear-boundary failures: 1 Middle-bank reservation failures: 7 Active-event deferrals: 1100 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P48->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 31|32 Current unavailable yield tiles: 31 Current yield-tile occupants: 48 Final row-event chain: 277|48 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:11:58 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 22 Scenario seed: 4203521108576778203 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.14% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2482 Passengers seated: 270/282 Average waiting ticks: 472.87 Longest waiting passenger: P277->30F(LEFT) Longest waiting ticks: 2442 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 11 Cluster candidates evaluated: 12 Executable cluster candidates: 1 Rejected cluster candidates: 11 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 12 Selected release potential total: 2 Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1645 Regions dissolved: 1 Repeated reconstructions avoided: 1645 Largest region lifetime: 1638 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1638:occupied=12 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1564 State changes reopening evaluation: 10 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2166 Maximum occupied tiles: 17 Seat events: 132 Single-blocker events: 38 Multiple-blocker events: 13 Temporary aisle reoccupations: 64 RIGHT AISLE ----------- Total moves: 2158 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 18 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1758 Reservations granted: 1751 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 10 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 16243 Longest unresolved passenger ID: 48 Longest unresolved row: 31 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 11 Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 75 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 10 Total blocked ticks: 26119 Total stationary ticks: 153453 Seat-event requests: 1940 Failed seat-event starts: 1670 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 277 Critical blocker identity: P277->30F(LEFT) Direct fan-out: 1 Total indirect descendants: 10 Critical tree size including blocker: 11 Critical tree depth: 11 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 12 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P277(30F/LEFT/WAITING_FOR_SEAT_EVENT) P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1669 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 31|32 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: 48 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1669 Rear-boundary failures: 1 Middle-bank reservation failures: 7 Active-event deferrals: 1095 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P48->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 31|32 Current unavailable yield tiles: 31 Current yield-tile occupants: 48 Final row-event chain: 277|48 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:11:58 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 22 Scenario seed: 4203521108576778203 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 30.14% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2482 Passengers seated: 270/282 Average waiting ticks: 472.87 Longest waiting passenger: P277->30F(LEFT) Longest waiting ticks: 2442 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 11 Cluster candidates evaluated: 12 Executable cluster candidates: 1 Rejected cluster candidates: 11 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 12 Selected release potential total: 2 Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1645 Regions dissolved: 1 Repeated reconstructions avoided: 1645 Largest region lifetime: 1638 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1638:occupied=12 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1564 State changes reopening evaluation: 10 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2166 Maximum occupied tiles: 17 Seat events: 132 Single-blocker events: 38 Multiple-blocker events: 13 Temporary aisle reoccupations: 64 RIGHT AISLE ----------- Total moves: 2158 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 18 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1758 Reservations granted: 1751 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 10 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 16243 Longest unresolved passenger ID: 48 Longest unresolved row: 31 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 11 Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 75 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 10 Total blocked ticks: 26119 Total stationary ticks: 153453 Seat-event requests: 1940 Failed seat-event starts: 1670 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 277 Critical blocker identity: P277->30F(LEFT) Direct fan-out: 1 Total indirect descendants: 10 Critical tree size including blocker: 11 Critical tree depth: 11 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 12 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P277(30F/LEFT/WAITING_FOR_SEAT_EVENT) P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1669 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 31|32 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: 48 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1669 Rear-boundary failures: 1 Middle-bank reservation failures: 7 Active-event deferrals: 1095 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P48->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 31|32 Current unavailable yield tiles: 31 Current yield-tile occupants: 48 Final row-event chain: 277|48 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:11:58 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 23 Scenario seed: -3947160987031988780 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2313 Passengers seated: 230/235 Average waiting ticks: 405.99 Longest waiting passenger: P174->17F(LEFT) Longest waiting ticks: 2271 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=11 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1769 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 21 Multiple-blocker events: 9 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1662 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 30 Multiple-blocker events: 14 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1615 Reservations granted: 1615 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 6610 Longest unresolved passenger ID: 206 Longest unresolved row: 26 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 206 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 13157 Total stationary ticks: 100829 Seat-event requests: 1735 Failed seat-event starts: 1505 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 29 Critical blocker identity: P29->21A(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P29(21A/LEFT/WAITING_FOR_SEAT_EVENT) P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1505 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 3 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1505 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_SPACE_AVAILABLE Final snapshot prerequisite: YIELD_SPACE_AVAILABLE Current required blockers: 1 Current required yield tiles: 22 Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: YIELD_SPACE_AVAILABLE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:11:58 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 23 Scenario seed: -3947160987031988780 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2313 Passengers seated: 230/235 Average waiting ticks: 405.99 Longest waiting passenger: P174->17F(LEFT) Longest waiting ticks: 2271 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=11 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1769 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 21 Multiple-blocker events: 9 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1662 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 30 Multiple-blocker events: 14 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1615 Reservations granted: 1615 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 6610 Longest unresolved passenger ID: 206 Longest unresolved row: 26 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 206 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 13157 Total stationary ticks: 100829 Seat-event requests: 1735 Failed seat-event starts: 1505 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 29 Critical blocker identity: P29->21A(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P29(21A/LEFT/WAITING_FOR_SEAT_EVENT) P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1505 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 3 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1505 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_SPACE_AVAILABLE Final snapshot prerequisite: YIELD_SPACE_AVAILABLE Current required blockers: 1 Current required yield tiles: 22 Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: YIELD_SPACE_AVAILABLE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:11:58 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 23 Scenario seed: -3947160987031988780 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2313 Passengers seated: 230/235 Average waiting ticks: 405.99 Longest waiting passenger: P174->17F(LEFT) Longest waiting ticks: 2271 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=11 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1769 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 21 Multiple-blocker events: 9 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1662 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 30 Multiple-blocker events: 14 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1615 Reservations granted: 1615 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 6610 Longest unresolved passenger ID: 206 Longest unresolved row: 26 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 206 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 13157 Total stationary ticks: 100829 Seat-event requests: 1735 Failed seat-event starts: 1505 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 29 Critical blocker identity: P29->21A(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P29(21A/LEFT/WAITING_FOR_SEAT_EVENT) P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1505 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 3 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1505 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_SPACE_AVAILABLE Final snapshot prerequisite: YIELD_SPACE_AVAILABLE Current required blockers: 1 Current required yield tiles: 22 Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: YIELD_SPACE_AVAILABLE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:11:58 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 24 Scenario seed: 4419539434258219231 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2333 Passengers seated: 233/235 Average waiting ticks: 387.31 Longest waiting passenger: P149->29D(RIGHT) Longest waiting ticks: 2259 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1678 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1737 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 24 Multiple-blocker events: 11 Temporary aisle reoccupations: 46 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1650 Reservations granted: 1646 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4313 Longest unresolved passenger ID: 20 Longest unresolved row: 29 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 20 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 8439 Total stationary ticks: 96156 Seat-event requests: 1764 Failed seat-event starts: 1531 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 149 Critical blocker identity: P149->29D(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT) P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1526 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 5 Rear-boundary failures: 1526 Middle-bank reservation failures: 4 Active-event deferrals: 545 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:11:58 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 24 Scenario seed: 4419539434258219231 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2333 Passengers seated: 233/235 Average waiting ticks: 387.32 Longest waiting passenger: P149->29D(RIGHT) Longest waiting ticks: 2259 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1678 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1737 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 24 Multiple-blocker events: 11 Temporary aisle reoccupations: 46 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1650 Reservations granted: 1646 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4308 Longest unresolved passenger ID: 20 Longest unresolved row: 29 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 20 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 8438 Total stationary ticks: 96155 Seat-event requests: 1764 Failed seat-event starts: 1531 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 149 Critical blocker identity: P149->29D(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT) P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1526 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 5 Rear-boundary failures: 1526 Middle-bank reservation failures: 4 Active-event deferrals: 546 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:11:58 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 24 Scenario seed: 4419539434258219231 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2333 Passengers seated: 233/235 Average waiting ticks: 387.31 Longest waiting passenger: P149->29D(RIGHT) Longest waiting ticks: 2259 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1678 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1737 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 24 Multiple-blocker events: 11 Temporary aisle reoccupations: 46 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1650 Reservations granted: 1646 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4313 Longest unresolved passenger ID: 20 Longest unresolved row: 29 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 20 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 8439 Total stationary ticks: 96156 Seat-event requests: 1764 Failed seat-event starts: 1531 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 149 Critical blocker identity: P149->29D(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT) P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1526 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 5 Rear-boundary failures: 1526 Middle-bank reservation failures: 4 Active-event deferrals: 545 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:11:58 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 25 Scenario seed: 6293055855285553556 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 94.47% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2324 Passengers seated: 225/235 Average waiting ticks: 403.89 Longest waiting passenger: P83->29H(RIGHT) Longest waiting ticks: 2280 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 11 Cluster candidates evaluated: 12 Executable cluster candidates: 1 Rejected cluster candidates: 11 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 10 Selected release potential total: 2 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1684 Regions dissolved: 1 Repeated reconstructions avoided: 1684 Largest region lifetime: 1673 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1673:occupied=10 Confirmation deferral ticks: 3 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1540 State changes reopening evaluation: 10 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1568 Maximum occupied tiles: 12 Seat events: 111 Single-blocker events: 38 Multiple-blocker events: 5 Temporary aisle reoccupations: 50 RIGHT AISLE ----------- Total moves: 1823 Maximum occupied tiles: 16 Seat events: 114 Single-blocker events: 32 Multiple-blocker events: 10 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 122 Reservations granted: 120 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 8 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 12770 Longest unresolved passenger ID: 219 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 9 Longest dependency chain: P122(28F/RIGHT) -> P197(26G/RIGHT) -> P3(24H/RIGHT) -> P109(27C/RIGHT) -> P38(26C/RIGHT) -> P207(28H/RIGHT) -> P15(30H/RIGHT) -> P219(30G/RIGHT) -> P83(29H/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 122 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 8 Total blocked ticks: 20545 Total stationary ticks: 110417 Seat-event requests: 1790 Failed seat-event starts: 1565 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 83 Critical blocker identity: P83->29H(RIGHT) Direct fan-out: 1 Total indirect descendants: 8 Critical tree size including blocker: 9 Critical tree depth: 9 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 10 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P83(29H/RIGHT/WAITING_FOR_SEAT_EVENT) P219(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P15(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P207(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P38(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P109(27C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P3(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P197(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P122(28F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1565 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 123 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1565 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 677 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[123]: P123(30D/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P123->30D(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P123{seat=30D,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=623,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 30 Current unavailable yield tiles: 30 Current yield-tile occupants: 123 Final row-event chain: 83|123 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1791\nPrecedence substitutions made: 0\nDependency chains followed: 1555\nBlocked by waiting-row occupant: 1555\nSubstituted events started: 1\nOccupied-space rejections: 1566\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:11:58 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 25 Scenario seed: 6293055855285553556 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 94.47% OUTCOME ------- Status: SUCCESS Completed ticks: 891 Passengers seated: 235/235 Average waiting ticks: 391.23 Longest waiting passenger: P122->28F(RIGHT) Longest waiting ticks: 823 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles8-10:occupied=3:anchor=P58:selected=P45:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1568 Maximum occupied tiles: 12 Seat events: 111 Single-blocker events: 37 Multiple-blocker events: 6 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 1846 Maximum occupied tiles: 12 Seat events: 124 Single-blocker events: 37 Multiple-blocker events: 12 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 125 Reservations granted: 123 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4149 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5109 Total stationary ticks: 95294 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 493 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 493 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:11:58 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 25 Scenario seed: 6293055855285553556 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 94.47% OUTCOME ------- Status: SUCCESS Completed ticks: 891 Passengers seated: 235/235 Average waiting ticks: 391.23 Longest waiting passenger: P122->28F(RIGHT) Longest waiting ticks: 823 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles8-10:occupied=3:anchor=P58:selected=P45:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1568 Maximum occupied tiles: 12 Seat events: 111 Single-blocker events: 37 Multiple-blocker events: 6 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 1846 Maximum occupied tiles: 12 Seat events: 124 Single-blocker events: 37 Multiple-blocker events: 12 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 125 Reservations granted: 123 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4149 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5109 Total stationary ticks: 95294 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 493 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 493 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:11:58 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 26 Scenario seed: -9074491549561652642 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 989 Passengers seated: 282/282 Average waiting ticks: 460.29 Longest waiting passenger: P129->11D(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2133 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 48 Multiple-blocker events: 11 Temporary aisle reoccupations: 70 RIGHT AISLE ----------- Total moves: 2221 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 42 Multiple-blocker events: 9 Temporary aisle reoccupations: 60 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 98 Reservations granted: 94 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5689 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6912 Total stationary ticks: 134633 Seat-event requests: 288 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 593 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 593 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:11:58 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 26 Scenario seed: -9074491549561652642 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 989 Passengers seated: 282/282 Average waiting ticks: 460.30 Longest waiting passenger: P129->11D(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2133 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 48 Multiple-blocker events: 11 Temporary aisle reoccupations: 70 RIGHT AISLE ----------- Total moves: 2221 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 42 Multiple-blocker events: 9 Temporary aisle reoccupations: 60 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 98 Reservations granted: 94 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5694 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6912 Total stationary ticks: 134633 Seat-event requests: 288 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 595 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 595 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:11:58 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 26 Scenario seed: -9074491549561652642 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 989 Passengers seated: 282/282 Average waiting ticks: 460.29 Longest waiting passenger: P129->11D(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2133 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 48 Multiple-blocker events: 11 Temporary aisle reoccupations: 70 RIGHT AISLE ----------- Total moves: 2221 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 42 Multiple-blocker events: 9 Temporary aisle reoccupations: 60 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 98 Reservations granted: 94 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5689 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6912 Total stationary ticks: 134633 Seat-event requests: 288 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 593 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 593 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:11:58 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 27 Scenario seed: -9036946652584501975 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2336 Passengers seated: 229/235 Average waiting ticks: 417.88 Longest waiting passenger: P71->8C(RIGHT) Longest waiting ticks: 2318 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1532 Regions dissolved: 1 Repeated reconstructions avoided: 1532 Largest region lifetime: 1521 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1521:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1518 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1681 Maximum occupied tiles: 12 Seat events: 117 Single-blocker events: 32 Multiple-blocker events: 11 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1689 Maximum occupied tiles: 11 Seat events: 112 Single-blocker events: 29 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1651 Reservations granted: 1647 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 5160 Longest unresolved passenger ID: 129 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 186 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14019 Total stationary ticks: 105901 Seat-event requests: 1762 Failed seat-event starts: 1533 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 71 Critical blocker identity: P71->8C(RIGHT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 6 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT) P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1533 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 9|10|11 Critical blocker unavailable yield tiles: 11 Critical blocker yield-tile occupants: 129 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1533 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 512 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P78->12H(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 9|10|11 Current unavailable yield tiles: 11 Current yield-tile occupants: 129 Final row-event chain: 71|129|78 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:11:58 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 27 Scenario seed: -9036946652584501975 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2336 Passengers seated: 229/235 Average waiting ticks: 417.88 Longest waiting passenger: P71->8C(RIGHT) Longest waiting ticks: 2318 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1532 Regions dissolved: 1 Repeated reconstructions avoided: 1532 Largest region lifetime: 1521 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1521:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1518 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1681 Maximum occupied tiles: 12 Seat events: 117 Single-blocker events: 32 Multiple-blocker events: 11 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1689 Maximum occupied tiles: 11 Seat events: 112 Single-blocker events: 29 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1651 Reservations granted: 1647 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 5160 Longest unresolved passenger ID: 129 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 186 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14019 Total stationary ticks: 105901 Seat-event requests: 1762 Failed seat-event starts: 1533 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 71 Critical blocker identity: P71->8C(RIGHT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 6 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT) P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1533 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 9|10|11 Critical blocker unavailable yield tiles: 11 Critical blocker yield-tile occupants: 129 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1533 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 512 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P78->12H(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 9|10|11 Current unavailable yield tiles: 11 Current yield-tile occupants: 129 Final row-event chain: 71|129|78 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:11:58 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 27 Scenario seed: -9036946652584501975 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2336 Passengers seated: 229/235 Average waiting ticks: 417.88 Longest waiting passenger: P71->8C(RIGHT) Longest waiting ticks: 2318 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1532 Regions dissolved: 1 Repeated reconstructions avoided: 1532 Largest region lifetime: 1521 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1521:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1518 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1681 Maximum occupied tiles: 12 Seat events: 117 Single-blocker events: 32 Multiple-blocker events: 11 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1689 Maximum occupied tiles: 11 Seat events: 112 Single-blocker events: 29 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1651 Reservations granted: 1647 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 5160 Longest unresolved passenger ID: 129 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 186 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14019 Total stationary ticks: 105901 Seat-event requests: 1762 Failed seat-event starts: 1533 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 71 Critical blocker identity: P71->8C(RIGHT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 6 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT) P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1533 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 9|10|11 Critical blocker unavailable yield tiles: 11 Critical blocker yield-tile occupants: 129 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1533 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 512 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P78->12H(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 9|10|11 Current unavailable yield tiles: 11 Current yield-tile occupants: 129 Final row-event chain: 71|129|78 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:11:58 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 28 Scenario seed: 3854657311787069719 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 99.57% OUTCOME ------- Status: SUCCESS Completed ticks: 846 Passengers seated: 235/235 Average waiting ticks: 387.29 Longest waiting passenger: P209->24H(RIGHT) Longest waiting ticks: 791 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 17 Regions dissolved: 1 Repeated reconstructions avoided: 17 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=18 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1630 Maximum occupied tiles: 11 Seat events: 117 Single-blocker events: 29 Multiple-blocker events: 8 Temporary aisle reoccupations: 46 RIGHT AISLE ----------- Total moves: 1792 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 34 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 130 Reservations granted: 128 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4304 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5385 Total stationary ticks: 94620 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 509 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 509 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:11:58 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 28 Scenario seed: 3854657311787069719 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 99.57% OUTCOME ------- Status: SUCCESS Completed ticks: 846 Passengers seated: 235/235 Average waiting ticks: 387.29 Longest waiting passenger: P209->24H(RIGHT) Longest waiting ticks: 791 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 17 Regions dissolved: 1 Repeated reconstructions avoided: 17 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=18 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1630 Maximum occupied tiles: 11 Seat events: 117 Single-blocker events: 29 Multiple-blocker events: 8 Temporary aisle reoccupations: 46 RIGHT AISLE ----------- Total moves: 1792 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 34 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 130 Reservations granted: 128 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4303 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5384 Total stationary ticks: 94620 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 509 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 509 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:11:58 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 28 Scenario seed: 3854657311787069719 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 99.57% OUTCOME ------- Status: SUCCESS Completed ticks: 846 Passengers seated: 235/235 Average waiting ticks: 387.29 Longest waiting passenger: P209->24H(RIGHT) Longest waiting ticks: 791 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 17 Regions dissolved: 1 Repeated reconstructions avoided: 17 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=18 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1630 Maximum occupied tiles: 11 Seat events: 117 Single-blocker events: 29 Multiple-blocker events: 8 Temporary aisle reoccupations: 46 RIGHT AISLE ----------- Total moves: 1792 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 34 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 130 Reservations granted: 128 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4304 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5385 Total stationary ticks: 94620 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 509 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 509 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:11:58 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 29 Scenario seed: -4567754299527007339 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 91.06% OUTCOME ------- Status: SUCCESS Completed ticks: 902 Passengers seated: 235/235 Average waiting ticks: 390.21 Longest waiting passenger: P72->10D(LEFT) Longest waiting ticks: 865 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 21 Regions dissolved: 1 Repeated reconstructions avoided: 21 Largest region lifetime: 22 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=22 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1777 Maximum occupied tiles: 11 Seat events: 128 Single-blocker events: 25 Multiple-blocker events: 19 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 1611 Maximum occupied tiles: 11 Seat events: 107 Single-blocker events: 31 Multiple-blocker events: 4 Temporary aisle reoccupations: 39 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 128 Reservations granted: 125 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4209 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5267 Total stationary ticks: 95173 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 540 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:11:58 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 29 Scenario seed: -4567754299527007339 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 91.06% OUTCOME ------- Status: SUCCESS Completed ticks: 902 Passengers seated: 235/235 Average waiting ticks: 390.21 Longest waiting passenger: P72->10D(LEFT) Longest waiting ticks: 865 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 21 Regions dissolved: 1 Repeated reconstructions avoided: 21 Largest region lifetime: 22 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=22 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1777 Maximum occupied tiles: 11 Seat events: 128 Single-blocker events: 25 Multiple-blocker events: 19 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 1611 Maximum occupied tiles: 11 Seat events: 107 Single-blocker events: 31 Multiple-blocker events: 4 Temporary aisle reoccupations: 39 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 128 Reservations granted: 125 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4209 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5267 Total stationary ticks: 95173 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 540 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:11:58 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 29 Scenario seed: -4567754299527007339 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 91.06% OUTCOME ------- Status: SUCCESS Completed ticks: 902 Passengers seated: 235/235 Average waiting ticks: 390.21 Longest waiting passenger: P72->10D(LEFT) Longest waiting ticks: 865 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 21 Regions dissolved: 1 Repeated reconstructions avoided: 21 Largest region lifetime: 22 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=22 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1777 Maximum occupied tiles: 11 Seat events: 128 Single-blocker events: 25 Multiple-blocker events: 19 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 1611 Maximum occupied tiles: 11 Seat events: 107 Single-blocker events: 31 Multiple-blocker events: 4 Temporary aisle reoccupations: 39 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 128 Reservations granted: 125 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4209 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5267 Total stationary ticks: 95173 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 540 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:11:58 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 30 Scenario seed: 3367915316291643157 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 869 Passengers seated: 235/235 Average waiting ticks: 394.64 Longest waiting passenger: P74->3A(LEFT) Longest waiting ticks: 817 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1723 Maximum occupied tiles: 11 Seat events: 119 Single-blocker events: 29 Multiple-blocker events: 14 Temporary aisle reoccupations: 61 RIGHT AISLE ----------- Total moves: 1665 Maximum occupied tiles: 11 Seat events: 116 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 124 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3914 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5047 Total stationary ticks: 95938 Seat-event requests: 243 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 572 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 7 Active-event deferrals: 572 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:11:58 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 30 Scenario seed: 3367915316291643157 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 869 Passengers seated: 235/235 Average waiting ticks: 394.64 Longest waiting passenger: P74->3A(LEFT) Longest waiting ticks: 817 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1723 Maximum occupied tiles: 11 Seat events: 119 Single-blocker events: 29 Multiple-blocker events: 14 Temporary aisle reoccupations: 61 RIGHT AISLE ----------- Total moves: 1665 Maximum occupied tiles: 11 Seat events: 116 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 124 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3914 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5047 Total stationary ticks: 95938 Seat-event requests: 243 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 572 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 7 Active-event deferrals: 572 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:11:58 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 30 Scenario seed: 3367915316291643157 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 869 Passengers seated: 235/235 Average waiting ticks: 394.64 Longest waiting passenger: P74->3A(LEFT) Longest waiting ticks: 817 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1723 Maximum occupied tiles: 11 Seat events: 119 Single-blocker events: 29 Multiple-blocker events: 14 Temporary aisle reoccupations: 61 RIGHT AISLE ----------- Total moves: 1665 Maximum occupied tiles: 11 Seat events: 116 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 124 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3914 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5047 Total stationary ticks: 95938 Seat-event requests: 243 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 572 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 7 Active-event deferrals: 572 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n ************************************************************ BATCH EXPERIMENT SUMMARY RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ************************************************************ Experiment seed: 9783790101901 Scenarios executed: 90 Successful completions: 66 Incomplete/MAX_TICKS: 24 Average completed ticks: 1367.00 Average waiting ticks: 460.14 ************************************************************ ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:13:05 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 1 Scenario seed: 3055370766012738473 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 842 Passengers seated: 235/235 Average waiting ticks: 381.71 Longest waiting passenger: P14->4G(RIGHT) Longest waiting ticks: 802 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 31 Regions dissolved: 3 Repeated reconstructions avoided: 31 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 0 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1605 Maximum occupied tiles: 13 Seat events: 114 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 56 RIGHT AISLE ----------- Total moves: 1759 Maximum occupied tiles: 13 Seat events: 121 Single-blocker events: 28 Multiple-blocker events: 11 Temporary aisle reoccupations: 53 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 129 Reservations granted: 129 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4378 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5526 Total stationary ticks: 93373 Seat-event requests: 249 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 592 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 592 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:13:05 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 1 Scenario seed: 3055370766012738473 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 842 Passengers seated: 235/235 Average waiting ticks: 381.71 Longest waiting passenger: P14->4G(RIGHT) Longest waiting ticks: 802 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 31 Regions dissolved: 3 Repeated reconstructions avoided: 31 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 0 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1605 Maximum occupied tiles: 13 Seat events: 114 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 56 RIGHT AISLE ----------- Total moves: 1759 Maximum occupied tiles: 13 Seat events: 121 Single-blocker events: 28 Multiple-blocker events: 11 Temporary aisle reoccupations: 53 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 129 Reservations granted: 129 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4378 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5526 Total stationary ticks: 93373 Seat-event requests: 249 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 592 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 592 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:13:05 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 1 Scenario seed: 3055370766012738473 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 842 Passengers seated: 235/235 Average waiting ticks: 381.71 Longest waiting passenger: P14->4G(RIGHT) Longest waiting ticks: 802 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 31 Regions dissolved: 3 Repeated reconstructions avoided: 31 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 0 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1605 Maximum occupied tiles: 13 Seat events: 114 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 56 RIGHT AISLE ----------- Total moves: 1759 Maximum occupied tiles: 13 Seat events: 121 Single-blocker events: 28 Multiple-blocker events: 11 Temporary aisle reoccupations: 53 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 129 Reservations granted: 129 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4378 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5526 Total stationary ticks: 93373 Seat-event requests: 249 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 592 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 592 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:13:05 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 2 Scenario seed: -5861873949581201790 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 461.78 Longest waiting passenger: P176->13G(RIGHT) Longest waiting ticks: 940 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2124 Maximum occupied tiles: 12 Seat events: 140 Single-blocker events: 52 Multiple-blocker events: 12 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2238 Maximum occupied tiles: 13 Seat events: 142 Single-blocker events: 33 Multiple-blocker events: 24 Temporary aisle reoccupations: 81 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 99 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5604 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6986 Total stationary ticks: 134989 Seat-event requests: 296 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 657 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 657 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:13:05 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 2 Scenario seed: -5861873949581201790 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 461.78 Longest waiting passenger: P176->13G(RIGHT) Longest waiting ticks: 940 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2124 Maximum occupied tiles: 12 Seat events: 140 Single-blocker events: 52 Multiple-blocker events: 12 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2238 Maximum occupied tiles: 13 Seat events: 142 Single-blocker events: 33 Multiple-blocker events: 24 Temporary aisle reoccupations: 81 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 99 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5604 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6986 Total stationary ticks: 134989 Seat-event requests: 296 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 657 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 657 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:13:05 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 2 Scenario seed: -5861873949581201790 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 461.78 Longest waiting passenger: P176->13G(RIGHT) Longest waiting ticks: 940 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2124 Maximum occupied tiles: 12 Seat events: 140 Single-blocker events: 52 Multiple-blocker events: 12 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2238 Maximum occupied tiles: 13 Seat events: 142 Single-blocker events: 33 Multiple-blocker events: 24 Temporary aisle reoccupations: 81 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 99 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5604 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6986 Total stationary ticks: 134989 Seat-event requests: 296 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 657 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 657 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:13:05 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 3 Scenario seed: 6413959567787430862 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 99.72% OUTCOME ------- Status: SUCCESS Completed ticks: 1255 Passengers seated: 353/353 Average waiting ticks: 584.28 Longest waiting passenger: P110->21D(LEFT) Longest waiting ticks: 1200 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 51 Regions dissolved: 4 Repeated reconstructions avoided: 51 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=11 Confirmation deferral ticks: 5 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3168 Maximum occupied tiles: 14 Seat events: 177 Single-blocker events: 45 Multiple-blocker events: 29 Temporary aisle reoccupations: 109 RIGHT AISLE ----------- Total moves: 3052 Maximum occupied tiles: 13 Seat events: 176 Single-blocker events: 53 Multiple-blocker events: 27 Temporary aisle reoccupations: 112 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 159 Reservations granted: 157 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8069 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9772 Total stationary ticks: 213222 Seat-event requests: 381 Failed seat-event starts: 28 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 782 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 28 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 782 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:13:05 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 3 Scenario seed: 6413959567787430862 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 99.72% OUTCOME ------- Status: SUCCESS Completed ticks: 1255 Passengers seated: 353/353 Average waiting ticks: 584.23 Longest waiting passenger: P110->21D(LEFT) Longest waiting ticks: 1200 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 51 Regions dissolved: 4 Repeated reconstructions avoided: 51 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=11 Confirmation deferral ticks: 5 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3168 Maximum occupied tiles: 14 Seat events: 177 Single-blocker events: 45 Multiple-blocker events: 29 Temporary aisle reoccupations: 109 RIGHT AISLE ----------- Total moves: 3052 Maximum occupied tiles: 13 Seat events: 176 Single-blocker events: 53 Multiple-blocker events: 27 Temporary aisle reoccupations: 112 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 159 Reservations granted: 157 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8079 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9784 Total stationary ticks: 213224 Seat-event requests: 381 Failed seat-event starts: 28 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 775 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 28 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 775 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:13:05 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 3 Scenario seed: 6413959567787430862 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 99.72% OUTCOME ------- Status: SUCCESS Completed ticks: 1255 Passengers seated: 353/353 Average waiting ticks: 584.23 Longest waiting passenger: P110->21D(LEFT) Longest waiting ticks: 1200 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 51 Regions dissolved: 4 Repeated reconstructions avoided: 51 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=11 Confirmation deferral ticks: 5 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3168 Maximum occupied tiles: 14 Seat events: 177 Single-blocker events: 45 Multiple-blocker events: 29 Temporary aisle reoccupations: 109 RIGHT AISLE ----------- Total moves: 3052 Maximum occupied tiles: 13 Seat events: 176 Single-blocker events: 53 Multiple-blocker events: 27 Temporary aisle reoccupations: 112 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 159 Reservations granted: 157 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8079 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9784 Total stationary ticks: 213224 Seat-event requests: 381 Failed seat-event starts: 28 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 775 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 28 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 775 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:13:05 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 4 Scenario seed: -6874954252876456991 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2294 Passengers seated: 169/235 Average waiting ticks: 811.85 Longest waiting passenger: P2->16C(RIGHT) Longest waiting ticks: 2294 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 4 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1889 Regions dissolved: 0 Repeated reconstructions avoided: 1889 Largest region lifetime: 1890 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1890:occupied=4 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1887 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1607 Maximum occupied tiles: 13 Seat events: 113 Single-blocker events: 31 Multiple-blocker events: 9 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 914 Maximum occupied tiles: 12 Seat events: 56 Single-blocker events: 9 Multiple-blocker events: 1 Temporary aisle reoccupations: 11 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1981 Reservations granted: 1976 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 57 Remaining moving in aisle: 6 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 11640 Longest unresolved passenger ID: 2 Longest unresolved row: 16 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 109 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 6 Total blocked ticks: 20936 Total stationary ticks: 204785 Seat-event requests: 2064 Failed seat-event starts: 1895 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 169 Critical blocker identity: P169->4C(RIGHT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 9 Unresolved outside passengers: 57 Unresolved internal passengers outside critical tree: 5 Critical blocker tree: P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT) P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1895 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 5|6|7 Critical blocker unavailable yield tiles: 7 Critical blocker yield-tile occupants: 165 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1895 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 388 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P53->8E(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 5|6|7 Current unavailable yield tiles: 7 Current yield-tile occupants: 165 Final row-event chain: 169|165|53 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:13:05 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 4 Scenario seed: -6874954252876456991 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2294 Passengers seated: 169/235 Average waiting ticks: 811.85 Longest waiting passenger: P2->16C(RIGHT) Longest waiting ticks: 2294 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 4 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1889 Regions dissolved: 0 Repeated reconstructions avoided: 1889 Largest region lifetime: 1890 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1890:occupied=4 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1887 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1607 Maximum occupied tiles: 13 Seat events: 113 Single-blocker events: 31 Multiple-blocker events: 9 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 914 Maximum occupied tiles: 12 Seat events: 56 Single-blocker events: 9 Multiple-blocker events: 1 Temporary aisle reoccupations: 11 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1981 Reservations granted: 1976 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 57 Remaining moving in aisle: 6 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 11640 Longest unresolved passenger ID: 2 Longest unresolved row: 16 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 109 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 6 Total blocked ticks: 20922 Total stationary ticks: 204781 Seat-event requests: 2064 Failed seat-event starts: 1895 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 169 Critical blocker identity: P169->4C(RIGHT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 9 Unresolved outside passengers: 57 Unresolved internal passengers outside critical tree: 5 Critical blocker tree: P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT) P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1895 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 5|6|7 Critical blocker unavailable yield tiles: 7 Critical blocker yield-tile occupants: 165 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1895 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 380 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P53->8E(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 5|6|7 Current unavailable yield tiles: 7 Current yield-tile occupants: 165 Final row-event chain: 169|165|53 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:13:05 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 4 Scenario seed: -6874954252876456991 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2294 Passengers seated: 169/235 Average waiting ticks: 811.85 Longest waiting passenger: P2->16C(RIGHT) Longest waiting ticks: 2294 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 4 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1889 Regions dissolved: 0 Repeated reconstructions avoided: 1889 Largest region lifetime: 1890 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1890:occupied=4 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1887 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1607 Maximum occupied tiles: 13 Seat events: 113 Single-blocker events: 31 Multiple-blocker events: 9 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 914 Maximum occupied tiles: 12 Seat events: 56 Single-blocker events: 9 Multiple-blocker events: 1 Temporary aisle reoccupations: 11 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1981 Reservations granted: 1976 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 57 Remaining moving in aisle: 6 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 11640 Longest unresolved passenger ID: 2 Longest unresolved row: 16 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 109 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 6 Total blocked ticks: 20936 Total stationary ticks: 204785 Seat-event requests: 2064 Failed seat-event starts: 1895 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 169 Critical blocker identity: P169->4C(RIGHT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 9 Unresolved outside passengers: 57 Unresolved internal passengers outside critical tree: 5 Critical blocker tree: P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT) P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1895 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 5|6|7 Critical blocker unavailable yield tiles: 7 Critical blocker yield-tile occupants: 165 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1895 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 388 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P53->8E(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 5|6|7 Current unavailable yield tiles: 7 Current yield-tile occupants: 165 Final row-event chain: 169|165|53 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:13:05 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 5 Scenario seed: -3861213001347413166 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1037 Passengers seated: 282/282 Average waiting ticks: 463.27 Longest waiting passenger: P14->18D(LEFT) Longest waiting ticks: 988 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2266 Maximum occupied tiles: 13 Seat events: 148 Single-blocker events: 41 Multiple-blocker events: 16 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 2110 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 45 Multiple-blocker events: 14 Temporary aisle reoccupations: 73 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 95 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5619 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6814 Total stationary ticks: 135338 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 584 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 584 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:13:05 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 5 Scenario seed: -3861213001347413166 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1037 Passengers seated: 282/282 Average waiting ticks: 463.27 Longest waiting passenger: P14->18D(LEFT) Longest waiting ticks: 988 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2266 Maximum occupied tiles: 13 Seat events: 148 Single-blocker events: 41 Multiple-blocker events: 16 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 2110 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 45 Multiple-blocker events: 14 Temporary aisle reoccupations: 73 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 95 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5619 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6814 Total stationary ticks: 135338 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 584 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 584 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:13:05 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 5 Scenario seed: -3861213001347413166 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1037 Passengers seated: 282/282 Average waiting ticks: 463.27 Longest waiting passenger: P14->18D(LEFT) Longest waiting ticks: 988 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2266 Maximum occupied tiles: 13 Seat events: 148 Single-blocker events: 41 Multiple-blocker events: 16 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 2110 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 45 Multiple-blocker events: 14 Temporary aisle reoccupations: 73 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 95 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5619 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6814 Total stationary ticks: 135338 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 584 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 584 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:13:05 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 6 Scenario seed: 5232186905524502075 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 94.47% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2349 Passengers seated: 226/235 Average waiting ticks: 412.04 Longest waiting passenger: P148->22D(RIGHT) Longest waiting ticks: 2308 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 10 Cluster candidates evaluated: 3 Executable cluster candidates: 1 Rejected cluster candidates: 2 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 9 Selected release potential total: 5 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1602 Regions dissolved: 2 Repeated reconstructions avoided: 1602 Largest region lifetime: 1574 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1574:occupied=9 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1520 State changes reopening evaluation: 9 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1534 Maximum occupied tiles: 11 Seat events: 111 Single-blocker events: 33 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1850 Maximum occupied tiles: 13 Seat events: 115 Single-blocker events: 25 Multiple-blocker events: 11 Temporary aisle reoccupations: 49 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1668 Reservations granted: 1665 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 7 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 11128 Longest unresolved passenger ID: 198 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 7 Longest dependency chain: P102(27G/RIGHT) -> P111(26C/RIGHT) -> P180(26D/RIGHT) -> P228(28H/RIGHT) -> P123(29E/RIGHT) -> P198(30F/RIGHT) -> P69(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 102 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 7 Total blocked ticks: 18631 Total stationary ticks: 110660 Seat-event requests: 1780 Failed seat-event starts: 1554 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 69 Critical blocker identity: P69->29C(RIGHT) Direct fan-out: 1 Total indirect descendants: 6 Critical tree size including blocker: 7 Critical tree depth: 7 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 9 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P69(29C/RIGHT/WAITING_FOR_SEAT_EVENT) P198(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P123(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P228(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P180(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P111(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P102(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1519 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1519 Rear-boundary failures: 35 Middle-bank reservation failures: 3 Active-event deferrals: 539 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1782\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1522\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:13:05 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 6 Scenario seed: 5232186905524502075 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 94.47% OUTCOME ------- Status: SUCCESS Completed ticks: 892 Passengers seated: 235/235 Average waiting ticks: 399.84 Longest waiting passenger: P204->17E(RIGHT) Longest waiting ticks: 844 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 6 Selected release potential total: 5 Last cluster decision: RIGHT:tiles8-13:occupied=6:anchor=P172:selected=P162:directReleases=0:releasePotential=5 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 29 Regions dissolved: 2 Repeated reconstructions avoided: 29 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1534 Maximum occupied tiles: 11 Seat events: 111 Single-blocker events: 33 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1872 Maximum occupied tiles: 11 Seat events: 124 Single-blocker events: 28 Multiple-blocker events: 15 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 134 Reservations granted: 131 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3993 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4927 Total stationary ticks: 97124 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 507 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 507 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:13:05 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 6 Scenario seed: 5232186905524502075 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 94.47% OUTCOME ------- Status: SUCCESS Completed ticks: 892 Passengers seated: 235/235 Average waiting ticks: 399.84 Longest waiting passenger: P204->17E(RIGHT) Longest waiting ticks: 844 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 6 Selected release potential total: 5 Last cluster decision: RIGHT:tiles8-13:occupied=6:anchor=P172:selected=P162:directReleases=0:releasePotential=5 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 29 Regions dissolved: 2 Repeated reconstructions avoided: 29 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1534 Maximum occupied tiles: 11 Seat events: 111 Single-blocker events: 33 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1872 Maximum occupied tiles: 11 Seat events: 124 Single-blocker events: 28 Multiple-blocker events: 15 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 134 Reservations granted: 131 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3993 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4927 Total stationary ticks: 97124 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 507 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 507 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:13:05 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 7 Scenario seed: -6941493034642023543 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 95.75% OUTCOME ------- Status: SUCCESS Completed ticks: 1320 Passengers seated: 353/353 Average waiting ticks: 603.76 Longest waiting passenger: P99->23G(LEFT) Longest waiting ticks: 1270 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3201 Maximum occupied tiles: 15 Seat events: 184 Single-blocker events: 48 Multiple-blocker events: 27 Temporary aisle reoccupations: 104 RIGHT AISLE ----------- Total moves: 2947 Maximum occupied tiles: 13 Seat events: 169 Single-blocker events: 50 Multiple-blocker events: 21 Temporary aisle reoccupations: 95 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 152 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6822 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8389 Total stationary ticks: 218685 Seat-event requests: 375 Failed seat-event starts: 22 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 864 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 22 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 864 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:13:06 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 7 Scenario seed: -6941493034642023543 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 95.75% OUTCOME ------- Status: SUCCESS Completed ticks: 1320 Passengers seated: 353/353 Average waiting ticks: 603.79 Longest waiting passenger: P99->23G(LEFT) Longest waiting ticks: 1270 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3201 Maximum occupied tiles: 15 Seat events: 184 Single-blocker events: 48 Multiple-blocker events: 27 Temporary aisle reoccupations: 104 RIGHT AISLE ----------- Total moves: 2947 Maximum occupied tiles: 13 Seat events: 169 Single-blocker events: 50 Multiple-blocker events: 21 Temporary aisle reoccupations: 95 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 152 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6817 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8387 Total stationary ticks: 218684 Seat-event requests: 374 Failed seat-event starts: 21 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 871 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 21 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 871 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 374\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:13:06 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 7 Scenario seed: -6941493034642023543 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 95.75% OUTCOME ------- Status: SUCCESS Completed ticks: 1320 Passengers seated: 353/353 Average waiting ticks: 603.76 Longest waiting passenger: P99->23G(LEFT) Longest waiting ticks: 1270 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3201 Maximum occupied tiles: 15 Seat events: 184 Single-blocker events: 48 Multiple-blocker events: 27 Temporary aisle reoccupations: 104 RIGHT AISLE ----------- Total moves: 2947 Maximum occupied tiles: 13 Seat events: 169 Single-blocker events: 50 Multiple-blocker events: 21 Temporary aisle reoccupations: 95 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 152 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6822 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8389 Total stationary ticks: 218685 Seat-event requests: 375 Failed seat-event starts: 22 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 864 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 22 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 864 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:13:06 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 8 Scenario seed: -8554465769121675260 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 861 Passengers seated: 235/235 Average waiting ticks: 382.57 Longest waiting passenger: P23->28C(RIGHT) Longest waiting ticks: 816 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1693 Maximum occupied tiles: 14 Seat events: 114 Single-blocker events: 26 Multiple-blocker events: 13 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 1699 Maximum occupied tiles: 12 Seat events: 121 Single-blocker events: 35 Multiple-blocker events: 11 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 125 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4487 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5649 Total stationary ticks: 93738 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 539 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 539 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:13:06 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 8 Scenario seed: -8554465769121675260 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 861 Passengers seated: 235/235 Average waiting ticks: 382.62 Longest waiting passenger: P23->28C(RIGHT) Longest waiting ticks: 816 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1693 Maximum occupied tiles: 14 Seat events: 114 Single-blocker events: 26 Multiple-blocker events: 13 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 1699 Maximum occupied tiles: 12 Seat events: 121 Single-blocker events: 35 Multiple-blocker events: 11 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 125 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4472 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5637 Total stationary ticks: 93736 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 542 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 542 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:13:06 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 8 Scenario seed: -8554465769121675260 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 861 Passengers seated: 235/235 Average waiting ticks: 382.62 Longest waiting passenger: P23->28C(RIGHT) Longest waiting ticks: 816 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1693 Maximum occupied tiles: 14 Seat events: 114 Single-blocker events: 26 Multiple-blocker events: 13 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 1699 Maximum occupied tiles: 12 Seat events: 121 Single-blocker events: 35 Multiple-blocker events: 11 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 125 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4472 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5637 Total stationary ticks: 93736 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 542 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 542 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:13:06 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 9 Scenario seed: 5225839747377591732 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1015 Passengers seated: 282/282 Average waiting ticks: 466.34 Longest waiting passenger: P68->23A(LEFT) Longest waiting ticks: 960 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2100 Maximum occupied tiles: 11 Seat events: 144 Single-blocker events: 44 Multiple-blocker events: 12 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 2256 Maximum occupied tiles: 12 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 13 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 102 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5299 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6604 Total stationary ticks: 135920 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 691 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 691 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:13:06 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 9 Scenario seed: 5225839747377591732 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1015 Passengers seated: 282/282 Average waiting ticks: 466.34 Longest waiting passenger: P68->23A(LEFT) Longest waiting ticks: 960 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2100 Maximum occupied tiles: 11 Seat events: 144 Single-blocker events: 44 Multiple-blocker events: 12 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 2256 Maximum occupied tiles: 12 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 13 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 102 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5299 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6604 Total stationary ticks: 135920 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 691 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 691 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:13:06 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 9 Scenario seed: 5225839747377591732 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1015 Passengers seated: 282/282 Average waiting ticks: 466.34 Longest waiting passenger: P68->23A(LEFT) Longest waiting ticks: 960 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2100 Maximum occupied tiles: 11 Seat events: 144 Single-blocker events: 44 Multiple-blocker events: 12 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 2256 Maximum occupied tiles: 12 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 13 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 102 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5299 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6604 Total stationary ticks: 135920 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 691 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 691 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:13:06 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 10 Scenario seed: 1939935009979591158 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2369 Passengers seated: 232/235 Average waiting ticks: 394.61 Longest waiting passenger: P8->28F(LEFT) Longest waiting ticks: 2299 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1636 Regions dissolved: 2 Repeated reconstructions avoided: 1636 Largest region lifetime: 1601 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1601:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1584 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 12 Seat events: 110 Single-blocker events: 30 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1757 Maximum occupied tiles: 11 Seat events: 122 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1714 Reservations granted: 1714 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 2 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4339 Longest unresolved passenger ID: 15 Longest unresolved row: 28 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 121 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 2 Total blocked ticks: 10065 Total stationary ticks: 99506 Seat-event requests: 1830 Failed seat-event starts: 1598 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 8 Critical blocker identity: P8->28F(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P8(28F/LEFT/WAITING_FOR_SEAT_EVENT) P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1587 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 3 Critical blocker required yield tiles: 29|30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 11 Rear-boundary failures: 1587 Middle-bank reservation failures: 0 Active-event deferrals: 484 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 29|30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:13:06 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 10 Scenario seed: 1939935009979591158 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2369 Passengers seated: 232/235 Average waiting ticks: 394.60 Longest waiting passenger: P8->28F(LEFT) Longest waiting ticks: 2299 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1636 Regions dissolved: 2 Repeated reconstructions avoided: 1636 Largest region lifetime: 1601 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1601:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1584 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 12 Seat events: 110 Single-blocker events: 30 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1757 Maximum occupied tiles: 11 Seat events: 122 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1714 Reservations granted: 1714 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 2 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4349 Longest unresolved passenger ID: 15 Longest unresolved row: 28 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 121 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 2 Total blocked ticks: 10071 Total stationary ticks: 99508 Seat-event requests: 1830 Failed seat-event starts: 1598 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 8 Critical blocker identity: P8->28F(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P8(28F/LEFT/WAITING_FOR_SEAT_EVENT) P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1587 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 3 Critical blocker required yield tiles: 29|30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 11 Rear-boundary failures: 1587 Middle-bank reservation failures: 0 Active-event deferrals: 485 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 29|30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:13:06 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 10 Scenario seed: 1939935009979591158 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2369 Passengers seated: 232/235 Average waiting ticks: 394.60 Longest waiting passenger: P8->28F(LEFT) Longest waiting ticks: 2299 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1636 Regions dissolved: 2 Repeated reconstructions avoided: 1636 Largest region lifetime: 1601 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1601:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1584 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 12 Seat events: 110 Single-blocker events: 30 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1757 Maximum occupied tiles: 11 Seat events: 122 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1714 Reservations granted: 1714 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 2 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4349 Longest unresolved passenger ID: 15 Longest unresolved row: 28 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 121 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 2 Total blocked ticks: 10071 Total stationary ticks: 99508 Seat-event requests: 1830 Failed seat-event starts: 1598 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 8 Critical blocker identity: P8->28F(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P8(28F/LEFT/WAITING_FOR_SEAT_EVENT) P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1587 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 3 Critical blocker required yield tiles: 29|30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 11 Rear-boundary failures: 1587 Middle-bank reservation failures: 0 Active-event deferrals: 485 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 29|30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:13:06 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 11 Scenario seed: 1252229027809620306 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 97.45% OUTCOME ------- Status: SUCCESS Completed ticks: 1280 Passengers seated: 353/353 Average waiting ticks: 583.29 Longest waiting passenger: P34->24D(LEFT) Longest waiting ticks: 1216 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3262 Maximum occupied tiles: 13 Seat events: 181 Single-blocker events: 47 Multiple-blocker events: 22 Temporary aisle reoccupations: 97 RIGHT AISLE ----------- Total moves: 2896 Maximum occupied tiles: 14 Seat events: 172 Single-blocker events: 43 Multiple-blocker events: 26 Temporary aisle reoccupations: 100 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 149 Reservations granted: 149 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8010 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9374 Total stationary ticks: 212715 Seat-event requests: 371 Failed seat-event starts: 18 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 643 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 18 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 643 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:13:06 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 11 Scenario seed: 1252229027809620306 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 97.45% OUTCOME ------- Status: SUCCESS Completed ticks: 1280 Passengers seated: 353/353 Average waiting ticks: 583.32 Longest waiting passenger: P34->24D(LEFT) Longest waiting ticks: 1216 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3262 Maximum occupied tiles: 13 Seat events: 181 Single-blocker events: 47 Multiple-blocker events: 22 Temporary aisle reoccupations: 97 RIGHT AISLE ----------- Total moves: 2896 Maximum occupied tiles: 14 Seat events: 172 Single-blocker events: 43 Multiple-blocker events: 26 Temporary aisle reoccupations: 100 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 149 Reservations granted: 149 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7975 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9381 Total stationary ticks: 212716 Seat-event requests: 371 Failed seat-event starts: 18 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 654 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 18 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 654 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:13:06 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 11 Scenario seed: 1252229027809620306 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 97.45% OUTCOME ------- Status: SUCCESS Completed ticks: 1280 Passengers seated: 353/353 Average waiting ticks: 583.33 Longest waiting passenger: P34->24D(LEFT) Longest waiting ticks: 1216 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3262 Maximum occupied tiles: 13 Seat events: 181 Single-blocker events: 47 Multiple-blocker events: 22 Temporary aisle reoccupations: 97 RIGHT AISLE ----------- Total moves: 2896 Maximum occupied tiles: 14 Seat events: 172 Single-blocker events: 43 Multiple-blocker events: 26 Temporary aisle reoccupations: 100 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 149 Reservations granted: 149 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7965 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9358 Total stationary ticks: 212708 Seat-event requests: 371 Failed seat-event starts: 18 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 646 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 18 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 646 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:13:06 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 12 Scenario seed: 8187627317652047108 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 93.62% OUTCOME ------- Status: SUCCESS Completed ticks: 880 Passengers seated: 235/235 Average waiting ticks: 383.92 Longest waiting passenger: P3->11G(RIGHT) Longest waiting ticks: 827 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 29 Regions dissolved: 1 Repeated reconstructions avoided: 29 Largest region lifetime: 30 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=30 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 13 Seat events: 110 Single-blocker events: 28 Multiple-blocker events: 7 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1738 Maximum occupied tiles: 12 Seat events: 125 Single-blocker events: 35 Multiple-blocker events: 14 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 135 Reservations granted: 125 Reservations denied/waited: 10 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4421 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5748 Total stationary ticks: 94039 Seat-event requests: 241 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 646 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 10 Active-event deferrals: 646 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:13:06 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 12 Scenario seed: 8187627317652047108 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 93.62% OUTCOME ------- Status: SUCCESS Completed ticks: 880 Passengers seated: 235/235 Average waiting ticks: 384.07 Longest waiting passenger: P3->11G(RIGHT) Longest waiting ticks: 827 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 29 Regions dissolved: 1 Repeated reconstructions avoided: 29 Largest region lifetime: 30 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=30 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 13 Seat events: 110 Single-blocker events: 28 Multiple-blocker events: 7 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1738 Maximum occupied tiles: 12 Seat events: 125 Single-blocker events: 35 Multiple-blocker events: 14 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 133 Reservations granted: 125 Reservations denied/waited: 8 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4381 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5693 Total stationary ticks: 94024 Seat-event requests: 241 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 645 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 8 Active-event deferrals: 645 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:13:06 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 12 Scenario seed: 8187627317652047108 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 93.62% OUTCOME ------- Status: SUCCESS Completed ticks: 880 Passengers seated: 235/235 Average waiting ticks: 383.86 Longest waiting passenger: P3->11G(RIGHT) Longest waiting ticks: 827 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 29 Regions dissolved: 1 Repeated reconstructions avoided: 29 Largest region lifetime: 30 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=30 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 13 Seat events: 110 Single-blocker events: 28 Multiple-blocker events: 7 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1738 Maximum occupied tiles: 12 Seat events: 125 Single-blocker events: 35 Multiple-blocker events: 14 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 135 Reservations granted: 125 Reservations denied/waited: 10 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4431 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5747 Total stationary ticks: 94038 Seat-event requests: 241 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 634 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 10 Active-event deferrals: 634 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:13:06 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 13 Scenario seed: 6351835860743924132 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 65.96% Aisle-assignment balance: 95.04% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2516 Passengers seated: 277/282 Average waiting ticks: 479.16 Longest waiting passenger: P279->31A(LEFT) Longest waiting ticks: 2446 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 0 Rejected cluster candidates: 1 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 5 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1515 Regions dissolved: 0 Repeated reconstructions avoided: 1515 Largest region lifetime: 1516 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1516:occupied=5 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1499 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2303 Maximum occupied tiles: 15 Seat events: 143 Single-blocker events: 44 Multiple-blocker events: 16 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2058 Maximum occupied tiles: 13 Seat events: 134 Single-blocker events: 36 Multiple-blocker events: 13 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 96 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5609 Longest unresolved passenger ID: 117 Longest unresolved row: 32 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 226 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14637 Total stationary ticks: 144501 Seat-event requests: 1814 Failed seat-event starts: 1537 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 111 Critical blocker identity: P111->28A(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P111(28A/LEFT/WAITING_FOR_SEAT_EVENT) P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1513 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 29|30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 117 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1513 Rear-boundary failures: 24 Middle-bank reservation failures: 1 Active-event deferrals: 702 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P279->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=925,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 29|30 Current unavailable yield tiles: 30 Current yield-tile occupants: 117 Final row-event chain: 111|117|279 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:13:06 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 13 Scenario seed: 6351835860743924132 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 65.96% Aisle-assignment balance: 95.04% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2516 Passengers seated: 277/282 Average waiting ticks: 479.23 Longest waiting passenger: P279->31A(LEFT) Longest waiting ticks: 2446 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 0 Rejected cluster candidates: 1 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 5 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1515 Regions dissolved: 0 Repeated reconstructions avoided: 1515 Largest region lifetime: 1516 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1516:occupied=5 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1499 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2303 Maximum occupied tiles: 15 Seat events: 143 Single-blocker events: 44 Multiple-blocker events: 16 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2058 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 36 Multiple-blocker events: 13 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 96 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5567 Longest unresolved passenger ID: 117 Longest unresolved row: 32 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 226 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14536 Total stationary ticks: 144436 Seat-event requests: 1814 Failed seat-event starts: 1537 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 111 Critical blocker identity: P111->28A(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P111(28A/LEFT/WAITING_FOR_SEAT_EVENT) P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1513 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 29|30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 117 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1513 Rear-boundary failures: 24 Middle-bank reservation failures: 1 Active-event deferrals: 689 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P279->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=933,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 29|30 Current unavailable yield tiles: 30 Current yield-tile occupants: 117 Final row-event chain: 111|117|279 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:13:06 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 13 Scenario seed: 6351835860743924132 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 65.96% Aisle-assignment balance: 95.04% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2516 Passengers seated: 277/282 Average waiting ticks: 479.23 Longest waiting passenger: P279->31A(LEFT) Longest waiting ticks: 2446 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 0 Rejected cluster candidates: 1 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 5 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1515 Regions dissolved: 0 Repeated reconstructions avoided: 1515 Largest region lifetime: 1516 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1516:occupied=5 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1499 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2303 Maximum occupied tiles: 15 Seat events: 143 Single-blocker events: 44 Multiple-blocker events: 16 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2058 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 36 Multiple-blocker events: 13 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 96 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5567 Longest unresolved passenger ID: 117 Longest unresolved row: 32 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 226 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14536 Total stationary ticks: 144436 Seat-event requests: 1814 Failed seat-event starts: 1537 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 111 Critical blocker identity: P111->28A(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P111(28A/LEFT/WAITING_FOR_SEAT_EVENT) P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1513 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 29|30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 117 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1513 Rear-boundary failures: 24 Middle-bank reservation failures: 1 Active-event deferrals: 689 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P279->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=933,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 29|30 Current unavailable yield tiles: 30 Current yield-tile occupants: 117 Final row-event chain: 111|117|279 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:13:06 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 14 Scenario seed: -8658915343845013000 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 995 Passengers seated: 282/282 Average waiting ticks: 460.22 Longest waiting passenger: P218->6F(RIGHT) Longest waiting ticks: 951 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2250 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 38 Multiple-blocker events: 11 Temporary aisle reoccupations: 60 RIGHT AISLE ----------- Total moves: 2145 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 42 Multiple-blocker events: 17 Temporary aisle reoccupations: 76 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 98 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5688 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7053 Total stationary ticks: 134674 Seat-event requests: 287 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 657 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 657 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:13:06 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 14 Scenario seed: -8658915343845013000 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 995 Passengers seated: 282/282 Average waiting ticks: 460.18 Longest waiting passenger: P218->6F(RIGHT) Longest waiting ticks: 951 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2250 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 38 Multiple-blocker events: 11 Temporary aisle reoccupations: 60 RIGHT AISLE ----------- Total moves: 2145 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 42 Multiple-blocker events: 17 Temporary aisle reoccupations: 76 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 98 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5713 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7065 Total stationary ticks: 134676 Seat-event requests: 287 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 656 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 656 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:13:06 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 14 Scenario seed: -8658915343845013000 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 995 Passengers seated: 282/282 Average waiting ticks: 460.22 Longest waiting passenger: P218->6F(RIGHT) Longest waiting ticks: 951 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2250 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 38 Multiple-blocker events: 11 Temporary aisle reoccupations: 60 RIGHT AISLE ----------- Total moves: 2145 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 42 Multiple-blocker events: 17 Temporary aisle reoccupations: 76 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 98 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5688 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7053 Total stationary ticks: 134674 Seat-event requests: 287 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 657 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 657 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:13:06 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 15 Scenario seed: 5673179910411321410 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 462.27 Longest waiting passenger: P21->16E(RIGHT) Longest waiting ticks: 953 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2199 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 41 Multiple-blocker events: 20 Temporary aisle reoccupations: 81 RIGHT AISLE ----------- Total moves: 2185 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 39 Multiple-blocker events: 16 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 96 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5393 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6898 Total stationary ticks: 134958 Seat-event requests: 301 Failed seat-event starts: 19 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 714 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 19 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 714 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:13:06 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 15 Scenario seed: 5673179910411321410 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 462.25 Longest waiting passenger: P21->16E(RIGHT) Longest waiting ticks: 953 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2199 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 41 Multiple-blocker events: 20 Temporary aisle reoccupations: 81 RIGHT AISLE ----------- Total moves: 2185 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 39 Multiple-blocker events: 16 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 96 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5398 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6898 Total stationary ticks: 134958 Seat-event requests: 301 Failed seat-event starts: 19 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 709 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 19 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 709 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:13:06 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 15 Scenario seed: 5673179910411321410 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 462.27 Longest waiting passenger: P21->16E(RIGHT) Longest waiting ticks: 953 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2199 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 41 Multiple-blocker events: 20 Temporary aisle reoccupations: 81 RIGHT AISLE ----------- Total moves: 2185 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 39 Multiple-blocker events: 16 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 96 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5393 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6898 Total stationary ticks: 134958 Seat-event requests: 301 Failed seat-event starts: 19 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 714 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 19 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 714 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:13:06 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 16 Scenario seed: 6658752785952583458 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1052 Passengers seated: 282/282 Average waiting ticks: 468.96 Longest waiting passenger: P181->4E(LEFT) Longest waiting ticks: 999 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 14 Regions dissolved: 1 Repeated reconstructions avoided: 14 Largest region lifetime: 15 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=15 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2277 Maximum occupied tiles: 12 Seat events: 148 Single-blocker events: 45 Multiple-blocker events: 21 Temporary aisle reoccupations: 87 RIGHT AISLE ----------- Total moves: 2045 Maximum occupied tiles: 11 Seat events: 134 Single-blocker events: 34 Multiple-blocker events: 11 Temporary aisle reoccupations: 56 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 97 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5574 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6661 Total stationary ticks: 136880 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 528 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 528 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:13:06 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 16 Scenario seed: 6658752785952583458 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1052 Passengers seated: 282/282 Average waiting ticks: 468.97 Longest waiting passenger: P181->4E(LEFT) Longest waiting ticks: 999 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 14 Regions dissolved: 1 Repeated reconstructions avoided: 14 Largest region lifetime: 15 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=15 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2277 Maximum occupied tiles: 12 Seat events: 148 Single-blocker events: 45 Multiple-blocker events: 21 Temporary aisle reoccupations: 87 RIGHT AISLE ----------- Total moves: 2045 Maximum occupied tiles: 11 Seat events: 134 Single-blocker events: 34 Multiple-blocker events: 11 Temporary aisle reoccupations: 56 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 97 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5574 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6655 Total stationary ticks: 136878 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 527 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 527 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:13:06 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 16 Scenario seed: 6658752785952583458 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1052 Passengers seated: 282/282 Average waiting ticks: 468.97 Longest waiting passenger: P181->4E(LEFT) Longest waiting ticks: 999 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 14 Regions dissolved: 1 Repeated reconstructions avoided: 14 Largest region lifetime: 15 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=15 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2277 Maximum occupied tiles: 12 Seat events: 148 Single-blocker events: 45 Multiple-blocker events: 21 Temporary aisle reoccupations: 87 RIGHT AISLE ----------- Total moves: 2045 Maximum occupied tiles: 11 Seat events: 134 Single-blocker events: 34 Multiple-blocker events: 11 Temporary aisle reoccupations: 56 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 97 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5574 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6655 Total stationary ticks: 136878 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 527 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 527 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:13:06 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 17 Scenario seed: -218671498343752214 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.16% OUTCOME ------- Status: SUCCESS Completed ticks: 1029 Passengers seated: 282/282 Average waiting ticks: 464.66 Longest waiting passenger: P242->27G(RIGHT) Longest waiting ticks: 976 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 4 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 22 Regions dissolved: 2 Repeated reconstructions avoided: 22 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2178 Maximum occupied tiles: 12 Seat events: 137 Single-blocker events: 44 Multiple-blocker events: 14 Temporary aisle reoccupations: 72 RIGHT AISLE ----------- Total moves: 2204 Maximum occupied tiles: 12 Seat events: 145 Single-blocker events: 38 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 96 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5622 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6765 Total stationary ticks: 135723 Seat-event requests: 299 Failed seat-event starts: 17 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 557 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 17 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 557 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:13:06 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 17 Scenario seed: -218671498343752214 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.16% OUTCOME ------- Status: SUCCESS Completed ticks: 1029 Passengers seated: 282/282 Average waiting ticks: 464.69 Longest waiting passenger: P242->27G(RIGHT) Longest waiting ticks: 976 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 4 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 22 Regions dissolved: 2 Repeated reconstructions avoided: 22 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2178 Maximum occupied tiles: 12 Seat events: 137 Single-blocker events: 44 Multiple-blocker events: 14 Temporary aisle reoccupations: 72 RIGHT AISLE ----------- Total moves: 2204 Maximum occupied tiles: 12 Seat events: 145 Single-blocker events: 38 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 96 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5612 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6786 Total stationary ticks: 135730 Seat-event requests: 299 Failed seat-event starts: 17 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 574 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 17 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 574 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:13:06 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 17 Scenario seed: -218671498343752214 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.16% OUTCOME ------- Status: SUCCESS Completed ticks: 1029 Passengers seated: 282/282 Average waiting ticks: 464.69 Longest waiting passenger: P242->27G(RIGHT) Longest waiting ticks: 976 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 4 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 22 Regions dissolved: 2 Repeated reconstructions avoided: 22 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2178 Maximum occupied tiles: 12 Seat events: 137 Single-blocker events: 44 Multiple-blocker events: 14 Temporary aisle reoccupations: 72 RIGHT AISLE ----------- Total moves: 2204 Maximum occupied tiles: 12 Seat events: 145 Single-blocker events: 38 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 96 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5612 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6786 Total stationary ticks: 135730 Seat-event requests: 299 Failed seat-event starts: 17 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 574 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 17 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 574 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:13:06 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 18 Scenario seed: -8332752414533420411 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.34% Aisle-assignment balance: 99.15% OUTCOME ------- Status: SUCCESS Completed ticks: 1259 Passengers seated: 353/353 Average waiting ticks: 593.34 Longest waiting passenger: P150->11H(RIGHT) Longest waiting ticks: 1209 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3172 Maximum occupied tiles: 16 Seat events: 175 Single-blocker events: 42 Multiple-blocker events: 24 Temporary aisle reoccupations: 95 RIGHT AISLE ----------- Total moves: 2985 Maximum occupied tiles: 13 Seat events: 178 Single-blocker events: 55 Multiple-blocker events: 26 Temporary aisle reoccupations: 113 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 148 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7954 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9621 Total stationary ticks: 216298 Seat-event requests: 380 Failed seat-event starts: 27 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 784 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 27 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 784 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:13:06 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 18 Scenario seed: -8332752414533420411 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.34% Aisle-assignment balance: 99.15% OUTCOME ------- Status: SUCCESS Completed ticks: 1259 Passengers seated: 353/353 Average waiting ticks: 593.34 Longest waiting passenger: P150->11H(RIGHT) Longest waiting ticks: 1209 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3172 Maximum occupied tiles: 16 Seat events: 175 Single-blocker events: 42 Multiple-blocker events: 24 Temporary aisle reoccupations: 95 RIGHT AISLE ----------- Total moves: 2985 Maximum occupied tiles: 13 Seat events: 178 Single-blocker events: 55 Multiple-blocker events: 26 Temporary aisle reoccupations: 113 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 148 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7954 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9621 Total stationary ticks: 216298 Seat-event requests: 380 Failed seat-event starts: 27 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 784 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 27 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 784 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:13:06 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 18 Scenario seed: -8332752414533420411 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.34% Aisle-assignment balance: 99.15% OUTCOME ------- Status: SUCCESS Completed ticks: 1259 Passengers seated: 353/353 Average waiting ticks: 593.34 Longest waiting passenger: P150->11H(RIGHT) Longest waiting ticks: 1209 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3172 Maximum occupied tiles: 16 Seat events: 175 Single-blocker events: 42 Multiple-blocker events: 24 Temporary aisle reoccupations: 95 RIGHT AISLE ----------- Total moves: 2985 Maximum occupied tiles: 13 Seat events: 178 Single-blocker events: 55 Multiple-blocker events: 26 Temporary aisle reoccupations: 113 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 148 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7954 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9621 Total stationary ticks: 216298 Seat-event requests: 380 Failed seat-event starts: 27 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 784 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 27 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 784 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:13:06 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 19 Scenario seed: 5866349045608257533 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2347 Passengers seated: 230/235 Average waiting ticks: 400.83 Longest waiting passenger: P105->29D(RIGHT) Longest waiting ticks: 2279 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 6 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 6 Selected release potential total: 9 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1613 Regions dissolved: 2 Repeated reconstructions avoided: 1613 Largest region lifetime: 1570 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1570:occupied=5 Confirmation deferral ticks: 6 Regions reaching confirmation: 3 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1549 State changes reopening evaluation: 3 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1684 Maximum occupied tiles: 13 Seat events: 120 Single-blocker events: 26 Multiple-blocker events: 20 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 1708 Maximum occupied tiles: 12 Seat events: 110 Single-blocker events: 29 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1708 Reservations granted: 1708 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 4 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 6675 Longest unresolved passenger ID: 128 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 5 Longest dependency chain: P170(27E/RIGHT) -> P33(30G/RIGHT) -> P155(28G/RIGHT) -> P128(30F/RIGHT) -> P105(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 170 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 4 Total blocked ticks: 13109 Total stationary ticks: 103859 Seat-event requests: 1828 Failed seat-event starts: 1598 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 105 Critical blocker identity: P105->29D(RIGHT) Direct fan-out: 1 Total indirect descendants: 4 Critical tree size including blocker: 5 Critical tree depth: 5 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P105(29D/RIGHT/WAITING_FOR_SEAT_EVENT) P128(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P155(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P33(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P170(27E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1569 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 29 Rear-boundary failures: 1569 Middle-bank reservation failures: 0 Active-event deferrals: 562 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1826\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:13:06 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 19 Scenario seed: 5866349045608257533 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 845 Passengers seated: 235/235 Average waiting ticks: 394.17 Longest waiting passenger: P133->5B(LEFT) Longest waiting ticks: 814 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 4 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 6 Selected release potential total: 9 Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P15:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 44 Regions dissolved: 2 Repeated reconstructions avoided: 44 Largest region lifetime: 34 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=12 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1684 Maximum occupied tiles: 13 Seat events: 120 Single-blocker events: 26 Multiple-blocker events: 20 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 1717 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 30 Multiple-blocker events: 13 Temporary aisle reoccupations: 58 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 142 Reservations granted: 142 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4251 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5354 Total stationary ticks: 96093 Seat-event requests: 264 Failed seat-event starts: 29 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 557 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 29 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 557 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 262\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:13:06 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 19 Scenario seed: 5866349045608257533 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 845 Passengers seated: 235/235 Average waiting ticks: 394.17 Longest waiting passenger: P133->5B(LEFT) Longest waiting ticks: 814 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 4 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 6 Selected release potential total: 9 Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P15:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 44 Regions dissolved: 2 Repeated reconstructions avoided: 44 Largest region lifetime: 34 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=12 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1684 Maximum occupied tiles: 13 Seat events: 120 Single-blocker events: 26 Multiple-blocker events: 20 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 1717 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 30 Multiple-blocker events: 13 Temporary aisle reoccupations: 58 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 142 Reservations granted: 142 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4251 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5354 Total stationary ticks: 96093 Seat-event requests: 264 Failed seat-event starts: 29 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 557 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 29 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 557 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 262\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:13:06 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 20 Scenario seed: 3658999535626094423 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: SUCCESS Completed ticks: 845 Passengers seated: 235/235 Average waiting ticks: 383.63 Longest waiting passenger: P59->4F(RIGHT) Longest waiting ticks: 835 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 25 Regions dissolved: 2 Repeated reconstructions avoided: 25 Largest region lifetime: 19 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=19 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1732 Maximum occupied tiles: 11 Seat events: 113 Single-blocker events: 37 Multiple-blocker events: 8 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1701 Maximum occupied tiles: 13 Seat events: 122 Single-blocker events: 27 Multiple-blocker events: 16 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 127 Reservations granted: 127 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4587 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5751 Total stationary ticks: 94043 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 587 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 587 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:13:06 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 20 Scenario seed: 3658999535626094423 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: SUCCESS Completed ticks: 845 Passengers seated: 235/235 Average waiting ticks: 383.62 Longest waiting passenger: P59->4F(RIGHT) Longest waiting ticks: 835 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 25 Regions dissolved: 2 Repeated reconstructions avoided: 25 Largest region lifetime: 19 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=19 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1732 Maximum occupied tiles: 11 Seat events: 113 Single-blocker events: 37 Multiple-blocker events: 8 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1701 Maximum occupied tiles: 13 Seat events: 122 Single-blocker events: 27 Multiple-blocker events: 16 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 127 Reservations granted: 127 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4592 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5750 Total stationary ticks: 94042 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 583 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 583 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:13:06 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 20 Scenario seed: 3658999535626094423 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: SUCCESS Completed ticks: 845 Passengers seated: 235/235 Average waiting ticks: 383.63 Longest waiting passenger: P59->4F(RIGHT) Longest waiting ticks: 835 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 25 Regions dissolved: 2 Repeated reconstructions avoided: 25 Largest region lifetime: 19 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=19 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1732 Maximum occupied tiles: 11 Seat events: 113 Single-blocker events: 37 Multiple-blocker events: 8 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1701 Maximum occupied tiles: 13 Seat events: 122 Single-blocker events: 27 Multiple-blocker events: 16 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 127 Reservations granted: 127 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4587 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5751 Total stationary ticks: 94043 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 587 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 587 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:13:06 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 21 Scenario seed: 1778985705851435071 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1007 Passengers seated: 282/282 Average waiting ticks: 462.32 Longest waiting passenger: P199->4E(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 3 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 8 Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 49 Regions dissolved: 2 Repeated reconstructions avoided: 49 Largest region lifetime: 35 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=35 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2228 Maximum occupied tiles: 13 Seat events: 144 Single-blocker events: 35 Multiple-blocker events: 10 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 2144 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 37 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 103 Reservations granted: 103 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5798 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7265 Total stationary ticks: 135403 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 719 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 719 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:13:06 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 21 Scenario seed: 1778985705851435071 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1007 Passengers seated: 282/282 Average waiting ticks: 462.32 Longest waiting passenger: P199->4E(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 3 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 8 Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 49 Regions dissolved: 2 Repeated reconstructions avoided: 49 Largest region lifetime: 35 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=35 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2228 Maximum occupied tiles: 13 Seat events: 144 Single-blocker events: 35 Multiple-blocker events: 10 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 2144 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 37 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 103 Reservations granted: 103 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5798 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7265 Total stationary ticks: 135403 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 719 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 719 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:13:06 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 21 Scenario seed: 1778985705851435071 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1007 Passengers seated: 282/282 Average waiting ticks: 462.32 Longest waiting passenger: P199->4E(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 3 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 8 Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 49 Regions dissolved: 2 Repeated reconstructions avoided: 49 Largest region lifetime: 35 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=35 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2228 Maximum occupied tiles: 13 Seat events: 144 Single-blocker events: 35 Multiple-blocker events: 10 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 2144 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 37 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 103 Reservations granted: 103 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5798 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7265 Total stationary ticks: 135403 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 719 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 719 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:13:06 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 22 Scenario seed: 4203521108576778203 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.14% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2482 Passengers seated: 270/282 Average waiting ticks: 472.84 Longest waiting passenger: P277->30F(LEFT) Longest waiting ticks: 2442 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 13 Cluster candidates evaluated: 14 Executable cluster candidates: 1 Rejected cluster candidates: 13 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 12 Selected release potential total: 2 Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1645 Regions dissolved: 1 Repeated reconstructions avoided: 1645 Largest region lifetime: 1638 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1638:occupied=12 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1562 State changes reopening evaluation: 12 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2166 Maximum occupied tiles: 17 Seat events: 132 Single-blocker events: 38 Multiple-blocker events: 13 Temporary aisle reoccupations: 64 RIGHT AISLE ----------- Total moves: 2158 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 18 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1758 Reservations granted: 1751 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 10 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 16258 Longest unresolved passenger ID: 48 Longest unresolved row: 31 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 11 Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 75 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 10 Total blocked ticks: 26140 Total stationary ticks: 153459 Seat-event requests: 1940 Failed seat-event starts: 1670 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 277 Critical blocker identity: P277->30F(LEFT) Direct fan-out: 1 Total indirect descendants: 10 Critical tree size including blocker: 11 Critical tree depth: 11 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 12 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P277(30F/LEFT/WAITING_FOR_SEAT_EVENT) P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1669 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 31|32 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: 48 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1669 Rear-boundary failures: 1 Middle-bank reservation failures: 7 Active-event deferrals: 1100 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P48->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 31|32 Current unavailable yield tiles: 31 Current yield-tile occupants: 48 Final row-event chain: 277|48 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:13:06 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 22 Scenario seed: 4203521108576778203 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.14% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2482 Passengers seated: 270/282 Average waiting ticks: 472.87 Longest waiting passenger: P277->30F(LEFT) Longest waiting ticks: 2442 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 11 Cluster candidates evaluated: 12 Executable cluster candidates: 1 Rejected cluster candidates: 11 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 12 Selected release potential total: 2 Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1645 Regions dissolved: 1 Repeated reconstructions avoided: 1645 Largest region lifetime: 1638 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1638:occupied=12 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1564 State changes reopening evaluation: 10 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2166 Maximum occupied tiles: 17 Seat events: 132 Single-blocker events: 38 Multiple-blocker events: 13 Temporary aisle reoccupations: 64 RIGHT AISLE ----------- Total moves: 2158 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 18 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1758 Reservations granted: 1751 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 10 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 16243 Longest unresolved passenger ID: 48 Longest unresolved row: 31 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 11 Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 75 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 10 Total blocked ticks: 26119 Total stationary ticks: 153453 Seat-event requests: 1940 Failed seat-event starts: 1670 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 277 Critical blocker identity: P277->30F(LEFT) Direct fan-out: 1 Total indirect descendants: 10 Critical tree size including blocker: 11 Critical tree depth: 11 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 12 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P277(30F/LEFT/WAITING_FOR_SEAT_EVENT) P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1669 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 31|32 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: 48 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1669 Rear-boundary failures: 1 Middle-bank reservation failures: 7 Active-event deferrals: 1095 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P48->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 31|32 Current unavailable yield tiles: 31 Current yield-tile occupants: 48 Final row-event chain: 277|48 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:13:06 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 22 Scenario seed: 4203521108576778203 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 30.14% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2482 Passengers seated: 270/282 Average waiting ticks: 472.87 Longest waiting passenger: P277->30F(LEFT) Longest waiting ticks: 2442 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 11 Cluster candidates evaluated: 12 Executable cluster candidates: 1 Rejected cluster candidates: 11 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 12 Selected release potential total: 2 Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1645 Regions dissolved: 1 Repeated reconstructions avoided: 1645 Largest region lifetime: 1638 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1638:occupied=12 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1564 State changes reopening evaluation: 10 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2166 Maximum occupied tiles: 17 Seat events: 132 Single-blocker events: 38 Multiple-blocker events: 13 Temporary aisle reoccupations: 64 RIGHT AISLE ----------- Total moves: 2158 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 18 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1758 Reservations granted: 1751 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 10 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 16243 Longest unresolved passenger ID: 48 Longest unresolved row: 31 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 11 Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 75 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 10 Total blocked ticks: 26119 Total stationary ticks: 153453 Seat-event requests: 1940 Failed seat-event starts: 1670 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 277 Critical blocker identity: P277->30F(LEFT) Direct fan-out: 1 Total indirect descendants: 10 Critical tree size including blocker: 11 Critical tree depth: 11 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 12 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P277(30F/LEFT/WAITING_FOR_SEAT_EVENT) P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1669 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 31|32 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: 48 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1669 Rear-boundary failures: 1 Middle-bank reservation failures: 7 Active-event deferrals: 1095 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P48->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 31|32 Current unavailable yield tiles: 31 Current yield-tile occupants: 48 Final row-event chain: 277|48 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:13:06 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 23 Scenario seed: -3947160987031988780 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2313 Passengers seated: 230/235 Average waiting ticks: 405.99 Longest waiting passenger: P174->17F(LEFT) Longest waiting ticks: 2271 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=11 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1769 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 21 Multiple-blocker events: 9 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1662 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 30 Multiple-blocker events: 14 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1615 Reservations granted: 1615 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 6610 Longest unresolved passenger ID: 206 Longest unresolved row: 26 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 206 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 13157 Total stationary ticks: 100829 Seat-event requests: 1735 Failed seat-event starts: 1505 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 29 Critical blocker identity: P29->21A(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P29(21A/LEFT/WAITING_FOR_SEAT_EVENT) P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1505 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 3 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1505 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_SPACE_AVAILABLE Final snapshot prerequisite: YIELD_SPACE_AVAILABLE Current required blockers: 1 Current required yield tiles: 22 Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: YIELD_SPACE_AVAILABLE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:13:06 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 23 Scenario seed: -3947160987031988780 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2313 Passengers seated: 230/235 Average waiting ticks: 405.99 Longest waiting passenger: P174->17F(LEFT) Longest waiting ticks: 2271 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=11 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1769 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 21 Multiple-blocker events: 9 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1662 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 30 Multiple-blocker events: 14 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1615 Reservations granted: 1615 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 6610 Longest unresolved passenger ID: 206 Longest unresolved row: 26 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 206 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 13157 Total stationary ticks: 100829 Seat-event requests: 1735 Failed seat-event starts: 1505 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 29 Critical blocker identity: P29->21A(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P29(21A/LEFT/WAITING_FOR_SEAT_EVENT) P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1505 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 3 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1505 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_SPACE_AVAILABLE Final snapshot prerequisite: YIELD_SPACE_AVAILABLE Current required blockers: 1 Current required yield tiles: 22 Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: YIELD_SPACE_AVAILABLE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:13:06 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 23 Scenario seed: -3947160987031988780 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2313 Passengers seated: 230/235 Average waiting ticks: 405.99 Longest waiting passenger: P174->17F(LEFT) Longest waiting ticks: 2271 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=11 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1769 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 21 Multiple-blocker events: 9 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1662 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 30 Multiple-blocker events: 14 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1615 Reservations granted: 1615 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 6610 Longest unresolved passenger ID: 206 Longest unresolved row: 26 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 206 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 13157 Total stationary ticks: 100829 Seat-event requests: 1735 Failed seat-event starts: 1505 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 29 Critical blocker identity: P29->21A(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P29(21A/LEFT/WAITING_FOR_SEAT_EVENT) P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1505 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 3 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1505 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_SPACE_AVAILABLE Final snapshot prerequisite: YIELD_SPACE_AVAILABLE Current required blockers: 1 Current required yield tiles: 22 Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: YIELD_SPACE_AVAILABLE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:13:06 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 24 Scenario seed: 4419539434258219231 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2333 Passengers seated: 233/235 Average waiting ticks: 387.31 Longest waiting passenger: P149->29D(RIGHT) Longest waiting ticks: 2259 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1678 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1737 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 24 Multiple-blocker events: 11 Temporary aisle reoccupations: 46 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1650 Reservations granted: 1646 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4313 Longest unresolved passenger ID: 20 Longest unresolved row: 29 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 20 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 8439 Total stationary ticks: 96156 Seat-event requests: 1764 Failed seat-event starts: 1531 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 149 Critical blocker identity: P149->29D(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT) P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1526 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 5 Rear-boundary failures: 1526 Middle-bank reservation failures: 4 Active-event deferrals: 545 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:13:06 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 24 Scenario seed: 4419539434258219231 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2333 Passengers seated: 233/235 Average waiting ticks: 387.32 Longest waiting passenger: P149->29D(RIGHT) Longest waiting ticks: 2259 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1678 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1737 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 24 Multiple-blocker events: 11 Temporary aisle reoccupations: 46 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1650 Reservations granted: 1646 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4308 Longest unresolved passenger ID: 20 Longest unresolved row: 29 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 20 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 8438 Total stationary ticks: 96155 Seat-event requests: 1764 Failed seat-event starts: 1531 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 149 Critical blocker identity: P149->29D(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT) P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1526 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 5 Rear-boundary failures: 1526 Middle-bank reservation failures: 4 Active-event deferrals: 546 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:13:06 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 24 Scenario seed: 4419539434258219231 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2333 Passengers seated: 233/235 Average waiting ticks: 387.31 Longest waiting passenger: P149->29D(RIGHT) Longest waiting ticks: 2259 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1678 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1737 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 24 Multiple-blocker events: 11 Temporary aisle reoccupations: 46 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1650 Reservations granted: 1646 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4313 Longest unresolved passenger ID: 20 Longest unresolved row: 29 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 20 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 8439 Total stationary ticks: 96156 Seat-event requests: 1764 Failed seat-event starts: 1531 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 149 Critical blocker identity: P149->29D(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT) P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1526 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 5 Rear-boundary failures: 1526 Middle-bank reservation failures: 4 Active-event deferrals: 545 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:13:06 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 25 Scenario seed: 6293055855285553556 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 94.47% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2324 Passengers seated: 225/235 Average waiting ticks: 403.89 Longest waiting passenger: P83->29H(RIGHT) Longest waiting ticks: 2280 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 11 Cluster candidates evaluated: 12 Executable cluster candidates: 1 Rejected cluster candidates: 11 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 10 Selected release potential total: 2 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1684 Regions dissolved: 1 Repeated reconstructions avoided: 1684 Largest region lifetime: 1673 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1673:occupied=10 Confirmation deferral ticks: 3 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1540 State changes reopening evaluation: 10 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1568 Maximum occupied tiles: 12 Seat events: 111 Single-blocker events: 38 Multiple-blocker events: 5 Temporary aisle reoccupations: 50 RIGHT AISLE ----------- Total moves: 1823 Maximum occupied tiles: 16 Seat events: 114 Single-blocker events: 32 Multiple-blocker events: 10 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 122 Reservations granted: 120 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 8 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 12770 Longest unresolved passenger ID: 219 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 9 Longest dependency chain: P122(28F/RIGHT) -> P197(26G/RIGHT) -> P3(24H/RIGHT) -> P109(27C/RIGHT) -> P38(26C/RIGHT) -> P207(28H/RIGHT) -> P15(30H/RIGHT) -> P219(30G/RIGHT) -> P83(29H/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 122 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 8 Total blocked ticks: 20545 Total stationary ticks: 110417 Seat-event requests: 1790 Failed seat-event starts: 1565 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 83 Critical blocker identity: P83->29H(RIGHT) Direct fan-out: 1 Total indirect descendants: 8 Critical tree size including blocker: 9 Critical tree depth: 9 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 10 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P83(29H/RIGHT/WAITING_FOR_SEAT_EVENT) P219(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P15(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P207(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P38(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P109(27C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P3(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P197(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P122(28F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1565 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 123 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1565 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 677 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[123]: P123(30D/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P123->30D(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P123{seat=30D,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=623,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 30 Current unavailable yield tiles: 30 Current yield-tile occupants: 123 Final row-event chain: 83|123 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1791\nPrecedence substitutions made: 0\nDependency chains followed: 1555\nBlocked by waiting-row occupant: 1555\nSubstituted events started: 1\nOccupied-space rejections: 1566\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:13:06 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 25 Scenario seed: 6293055855285553556 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 94.47% OUTCOME ------- Status: SUCCESS Completed ticks: 891 Passengers seated: 235/235 Average waiting ticks: 391.23 Longest waiting passenger: P122->28F(RIGHT) Longest waiting ticks: 823 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles8-10:occupied=3:anchor=P58:selected=P45:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1568 Maximum occupied tiles: 12 Seat events: 111 Single-blocker events: 37 Multiple-blocker events: 6 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 1846 Maximum occupied tiles: 12 Seat events: 124 Single-blocker events: 37 Multiple-blocker events: 12 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 125 Reservations granted: 123 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4149 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5109 Total stationary ticks: 95294 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 493 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 493 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:13:06 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 25 Scenario seed: 6293055855285553556 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 94.47% OUTCOME ------- Status: SUCCESS Completed ticks: 891 Passengers seated: 235/235 Average waiting ticks: 391.23 Longest waiting passenger: P122->28F(RIGHT) Longest waiting ticks: 823 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles8-10:occupied=3:anchor=P58:selected=P45:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1568 Maximum occupied tiles: 12 Seat events: 111 Single-blocker events: 37 Multiple-blocker events: 6 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 1846 Maximum occupied tiles: 12 Seat events: 124 Single-blocker events: 37 Multiple-blocker events: 12 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 125 Reservations granted: 123 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4149 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5109 Total stationary ticks: 95294 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 493 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 493 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:13:06 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 26 Scenario seed: -9074491549561652642 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 989 Passengers seated: 282/282 Average waiting ticks: 460.29 Longest waiting passenger: P129->11D(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2133 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 48 Multiple-blocker events: 11 Temporary aisle reoccupations: 70 RIGHT AISLE ----------- Total moves: 2221 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 42 Multiple-blocker events: 9 Temporary aisle reoccupations: 60 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 98 Reservations granted: 94 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5689 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6912 Total stationary ticks: 134633 Seat-event requests: 288 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 593 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 593 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:13:06 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 26 Scenario seed: -9074491549561652642 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 989 Passengers seated: 282/282 Average waiting ticks: 460.30 Longest waiting passenger: P129->11D(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2133 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 48 Multiple-blocker events: 11 Temporary aisle reoccupations: 70 RIGHT AISLE ----------- Total moves: 2221 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 42 Multiple-blocker events: 9 Temporary aisle reoccupations: 60 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 98 Reservations granted: 94 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5694 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6912 Total stationary ticks: 134633 Seat-event requests: 288 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 595 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 595 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:13:06 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 26 Scenario seed: -9074491549561652642 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 989 Passengers seated: 282/282 Average waiting ticks: 460.29 Longest waiting passenger: P129->11D(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2133 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 48 Multiple-blocker events: 11 Temporary aisle reoccupations: 70 RIGHT AISLE ----------- Total moves: 2221 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 42 Multiple-blocker events: 9 Temporary aisle reoccupations: 60 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 98 Reservations granted: 94 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5689 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6912 Total stationary ticks: 134633 Seat-event requests: 288 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 593 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 593 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:13:06 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 27 Scenario seed: -9036946652584501975 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2336 Passengers seated: 229/235 Average waiting ticks: 417.88 Longest waiting passenger: P71->8C(RIGHT) Longest waiting ticks: 2318 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1532 Regions dissolved: 1 Repeated reconstructions avoided: 1532 Largest region lifetime: 1521 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1521:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1518 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1681 Maximum occupied tiles: 12 Seat events: 117 Single-blocker events: 32 Multiple-blocker events: 11 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1689 Maximum occupied tiles: 11 Seat events: 112 Single-blocker events: 29 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1651 Reservations granted: 1647 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 5160 Longest unresolved passenger ID: 129 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 186 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14019 Total stationary ticks: 105901 Seat-event requests: 1762 Failed seat-event starts: 1533 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 71 Critical blocker identity: P71->8C(RIGHT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 6 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT) P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1533 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 9|10|11 Critical blocker unavailable yield tiles: 11 Critical blocker yield-tile occupants: 129 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1533 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 512 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P78->12H(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 9|10|11 Current unavailable yield tiles: 11 Current yield-tile occupants: 129 Final row-event chain: 71|129|78 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:13:06 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 27 Scenario seed: -9036946652584501975 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2336 Passengers seated: 229/235 Average waiting ticks: 417.88 Longest waiting passenger: P71->8C(RIGHT) Longest waiting ticks: 2318 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1532 Regions dissolved: 1 Repeated reconstructions avoided: 1532 Largest region lifetime: 1521 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1521:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1518 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1681 Maximum occupied tiles: 12 Seat events: 117 Single-blocker events: 32 Multiple-blocker events: 11 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1689 Maximum occupied tiles: 11 Seat events: 112 Single-blocker events: 29 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1651 Reservations granted: 1647 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 5160 Longest unresolved passenger ID: 129 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 186 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14019 Total stationary ticks: 105901 Seat-event requests: 1762 Failed seat-event starts: 1533 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 71 Critical blocker identity: P71->8C(RIGHT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 6 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT) P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1533 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 9|10|11 Critical blocker unavailable yield tiles: 11 Critical blocker yield-tile occupants: 129 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1533 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 512 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P78->12H(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 9|10|11 Current unavailable yield tiles: 11 Current yield-tile occupants: 129 Final row-event chain: 71|129|78 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:13:06 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 27 Scenario seed: -9036946652584501975 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2336 Passengers seated: 229/235 Average waiting ticks: 417.88 Longest waiting passenger: P71->8C(RIGHT) Longest waiting ticks: 2318 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1532 Regions dissolved: 1 Repeated reconstructions avoided: 1532 Largest region lifetime: 1521 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1521:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1518 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1681 Maximum occupied tiles: 12 Seat events: 117 Single-blocker events: 32 Multiple-blocker events: 11 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1689 Maximum occupied tiles: 11 Seat events: 112 Single-blocker events: 29 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1651 Reservations granted: 1647 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 5160 Longest unresolved passenger ID: 129 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 186 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14019 Total stationary ticks: 105901 Seat-event requests: 1762 Failed seat-event starts: 1533 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 71 Critical blocker identity: P71->8C(RIGHT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 6 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT) P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1533 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 9|10|11 Critical blocker unavailable yield tiles: 11 Critical blocker yield-tile occupants: 129 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1533 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 512 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P78->12H(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 9|10|11 Current unavailable yield tiles: 11 Current yield-tile occupants: 129 Final row-event chain: 71|129|78 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:13:06 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 28 Scenario seed: 3854657311787069719 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 99.57% OUTCOME ------- Status: SUCCESS Completed ticks: 846 Passengers seated: 235/235 Average waiting ticks: 387.29 Longest waiting passenger: P209->24H(RIGHT) Longest waiting ticks: 791 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 17 Regions dissolved: 1 Repeated reconstructions avoided: 17 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=18 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1630 Maximum occupied tiles: 11 Seat events: 117 Single-blocker events: 29 Multiple-blocker events: 8 Temporary aisle reoccupations: 46 RIGHT AISLE ----------- Total moves: 1792 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 34 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 130 Reservations granted: 128 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4304 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5385 Total stationary ticks: 94620 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 509 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 509 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:13:06 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 28 Scenario seed: 3854657311787069719 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 99.57% OUTCOME ------- Status: SUCCESS Completed ticks: 846 Passengers seated: 235/235 Average waiting ticks: 387.29 Longest waiting passenger: P209->24H(RIGHT) Longest waiting ticks: 791 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 17 Regions dissolved: 1 Repeated reconstructions avoided: 17 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=18 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1630 Maximum occupied tiles: 11 Seat events: 117 Single-blocker events: 29 Multiple-blocker events: 8 Temporary aisle reoccupations: 46 RIGHT AISLE ----------- Total moves: 1792 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 34 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 130 Reservations granted: 128 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4303 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5384 Total stationary ticks: 94620 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 509 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 509 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:13:06 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 28 Scenario seed: 3854657311787069719 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 99.57% OUTCOME ------- Status: SUCCESS Completed ticks: 846 Passengers seated: 235/235 Average waiting ticks: 387.29 Longest waiting passenger: P209->24H(RIGHT) Longest waiting ticks: 791 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 17 Regions dissolved: 1 Repeated reconstructions avoided: 17 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=18 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1630 Maximum occupied tiles: 11 Seat events: 117 Single-blocker events: 29 Multiple-blocker events: 8 Temporary aisle reoccupations: 46 RIGHT AISLE ----------- Total moves: 1792 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 34 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 130 Reservations granted: 128 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4304 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5385 Total stationary ticks: 94620 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 509 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 509 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:13:06 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 29 Scenario seed: -4567754299527007339 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 91.06% OUTCOME ------- Status: SUCCESS Completed ticks: 902 Passengers seated: 235/235 Average waiting ticks: 390.21 Longest waiting passenger: P72->10D(LEFT) Longest waiting ticks: 865 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 21 Regions dissolved: 1 Repeated reconstructions avoided: 21 Largest region lifetime: 22 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=22 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1777 Maximum occupied tiles: 11 Seat events: 128 Single-blocker events: 25 Multiple-blocker events: 19 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 1611 Maximum occupied tiles: 11 Seat events: 107 Single-blocker events: 31 Multiple-blocker events: 4 Temporary aisle reoccupations: 39 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 128 Reservations granted: 125 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4209 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5267 Total stationary ticks: 95173 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 540 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:13:06 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 29 Scenario seed: -4567754299527007339 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 91.06% OUTCOME ------- Status: SUCCESS Completed ticks: 902 Passengers seated: 235/235 Average waiting ticks: 390.21 Longest waiting passenger: P72->10D(LEFT) Longest waiting ticks: 865 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 21 Regions dissolved: 1 Repeated reconstructions avoided: 21 Largest region lifetime: 22 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=22 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1777 Maximum occupied tiles: 11 Seat events: 128 Single-blocker events: 25 Multiple-blocker events: 19 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 1611 Maximum occupied tiles: 11 Seat events: 107 Single-blocker events: 31 Multiple-blocker events: 4 Temporary aisle reoccupations: 39 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 128 Reservations granted: 125 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4209 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5267 Total stationary ticks: 95173 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 540 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:13:06 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 29 Scenario seed: -4567754299527007339 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 91.06% OUTCOME ------- Status: SUCCESS Completed ticks: 902 Passengers seated: 235/235 Average waiting ticks: 390.21 Longest waiting passenger: P72->10D(LEFT) Longest waiting ticks: 865 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 21 Regions dissolved: 1 Repeated reconstructions avoided: 21 Largest region lifetime: 22 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=22 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1777 Maximum occupied tiles: 11 Seat events: 128 Single-blocker events: 25 Multiple-blocker events: 19 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 1611 Maximum occupied tiles: 11 Seat events: 107 Single-blocker events: 31 Multiple-blocker events: 4 Temporary aisle reoccupations: 39 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 128 Reservations granted: 125 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4209 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5267 Total stationary ticks: 95173 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 540 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:13:06 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 30 Scenario seed: 3367915316291643157 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 869 Passengers seated: 235/235 Average waiting ticks: 394.64 Longest waiting passenger: P74->3A(LEFT) Longest waiting ticks: 817 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1723 Maximum occupied tiles: 11 Seat events: 119 Single-blocker events: 29 Multiple-blocker events: 14 Temporary aisle reoccupations: 61 RIGHT AISLE ----------- Total moves: 1665 Maximum occupied tiles: 11 Seat events: 116 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 124 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3914 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5047 Total stationary ticks: 95938 Seat-event requests: 243 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 572 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 7 Active-event deferrals: 572 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:13:06 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 30 Scenario seed: 3367915316291643157 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 869 Passengers seated: 235/235 Average waiting ticks: 394.64 Longest waiting passenger: P74->3A(LEFT) Longest waiting ticks: 817 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1723 Maximum occupied tiles: 11 Seat events: 119 Single-blocker events: 29 Multiple-blocker events: 14 Temporary aisle reoccupations: 61 RIGHT AISLE ----------- Total moves: 1665 Maximum occupied tiles: 11 Seat events: 116 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 124 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3914 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5047 Total stationary ticks: 95938 Seat-event requests: 243 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 572 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 7 Active-event deferrals: 572 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ============================================================ Date/Time: 2026-07-17 17:13:06 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 30 Scenario seed: 3367915316291643157 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 869 Passengers seated: 235/235 Average waiting ticks: 394.64 Longest waiting passenger: P74->3A(LEFT) Longest waiting ticks: 817 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1723 Maximum occupied tiles: 11 Seat events: 119 Single-blocker events: 29 Multiple-blocker events: 14 Temporary aisle reoccupations: 61 RIGHT AISLE ----------- Total moves: 1665 Maximum occupied tiles: 11 Seat events: 116 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 124 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3914 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5047 Total stationary ticks: 95938 Seat-event requests: 243 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 572 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 7 Active-event deferrals: 572 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n ************************************************************ BATCH EXPERIMENT SUMMARY RESEARCH EXPERIMENT 68 DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER ************************************************************ Experiment seed: 9783790101901 Scenarios executed: 90 Successful completions: 66 Incomplete/MAX_TICKS: 24 Average completed ticks: 1367.00 Average waiting ticks: 460.14 ************************************************************ ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 69 CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG ============================================================ Date/Time: 2026-07-17 17:52:47 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 1 Scenario seed: 3055370766012738473 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 842 Passengers seated: 235/235 Average waiting ticks: 381.71 Longest waiting passenger: P14->4G(RIGHT) Longest waiting ticks: 802 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 31 Regions dissolved: 3 Repeated reconstructions avoided: 31 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 0 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1605 Maximum occupied tiles: 13 Seat events: 114 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 56 RIGHT AISLE ----------- Total moves: 1759 Maximum occupied tiles: 13 Seat events: 121 Single-blocker events: 28 Multiple-blocker events: 11 Temporary aisle reoccupations: 53 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 129 Reservations granted: 129 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4378 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5526 Total stationary ticks: 93373 Seat-event requests: 249 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 592 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 592 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 69 CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG ============================================================ Date/Time: 2026-07-17 17:52:47 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 1 Scenario seed: 3055370766012738473 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 842 Passengers seated: 235/235 Average waiting ticks: 381.71 Longest waiting passenger: P14->4G(RIGHT) Longest waiting ticks: 802 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 31 Regions dissolved: 3 Repeated reconstructions avoided: 31 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 0 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1605 Maximum occupied tiles: 13 Seat events: 114 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 56 RIGHT AISLE ----------- Total moves: 1759 Maximum occupied tiles: 13 Seat events: 121 Single-blocker events: 28 Multiple-blocker events: 11 Temporary aisle reoccupations: 53 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 129 Reservations granted: 129 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4378 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5526 Total stationary ticks: 93373 Seat-event requests: 249 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 592 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 592 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 69 CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG ============================================================ Date/Time: 2026-07-17 17:52:47 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 1 Scenario seed: 3055370766012738473 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 842 Passengers seated: 235/235 Average waiting ticks: 381.71 Longest waiting passenger: P14->4G(RIGHT) Longest waiting ticks: 802 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 31 Regions dissolved: 3 Repeated reconstructions avoided: 31 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 0 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1605 Maximum occupied tiles: 13 Seat events: 114 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 56 RIGHT AISLE ----------- Total moves: 1759 Maximum occupied tiles: 13 Seat events: 121 Single-blocker events: 28 Multiple-blocker events: 11 Temporary aisle reoccupations: 53 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 129 Reservations granted: 129 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4378 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5526 Total stationary ticks: 93373 Seat-event requests: 249 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 592 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 592 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 69 CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG ============================================================ Date/Time: 2026-07-17 17:52:47 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 2 Scenario seed: -5861873949581201790 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 461.78 Longest waiting passenger: P176->13G(RIGHT) Longest waiting ticks: 940 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2124 Maximum occupied tiles: 12 Seat events: 140 Single-blocker events: 52 Multiple-blocker events: 12 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2238 Maximum occupied tiles: 13 Seat events: 142 Single-blocker events: 33 Multiple-blocker events: 24 Temporary aisle reoccupations: 81 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 99 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5604 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6986 Total stationary ticks: 134989 Seat-event requests: 296 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 657 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 657 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 69 CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG ============================================================ Date/Time: 2026-07-17 17:52:47 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 2 Scenario seed: -5861873949581201790 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 461.78 Longest waiting passenger: P176->13G(RIGHT) Longest waiting ticks: 940 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2124 Maximum occupied tiles: 12 Seat events: 140 Single-blocker events: 52 Multiple-blocker events: 12 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2238 Maximum occupied tiles: 13 Seat events: 142 Single-blocker events: 33 Multiple-blocker events: 24 Temporary aisle reoccupations: 81 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 99 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5604 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6986 Total stationary ticks: 134989 Seat-event requests: 296 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 657 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 657 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 69 CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG ============================================================ Date/Time: 2026-07-17 17:52:47 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 2 Scenario seed: -5861873949581201790 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 461.78 Longest waiting passenger: P176->13G(RIGHT) Longest waiting ticks: 940 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2124 Maximum occupied tiles: 12 Seat events: 140 Single-blocker events: 52 Multiple-blocker events: 12 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2238 Maximum occupied tiles: 13 Seat events: 142 Single-blocker events: 33 Multiple-blocker events: 24 Temporary aisle reoccupations: 81 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 99 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5604 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6986 Total stationary ticks: 134989 Seat-event requests: 296 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 657 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 657 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 69 CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG ============================================================ Date/Time: 2026-07-17 17:52:47 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 3 Scenario seed: 6413959567787430862 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 99.72% OUTCOME ------- Status: SUCCESS Completed ticks: 1255 Passengers seated: 353/353 Average waiting ticks: 584.28 Longest waiting passenger: P110->21D(LEFT) Longest waiting ticks: 1200 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 51 Regions dissolved: 4 Repeated reconstructions avoided: 51 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=11 Confirmation deferral ticks: 5 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3168 Maximum occupied tiles: 14 Seat events: 177 Single-blocker events: 45 Multiple-blocker events: 29 Temporary aisle reoccupations: 109 RIGHT AISLE ----------- Total moves: 3052 Maximum occupied tiles: 13 Seat events: 176 Single-blocker events: 53 Multiple-blocker events: 27 Temporary aisle reoccupations: 112 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 159 Reservations granted: 157 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8069 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9772 Total stationary ticks: 213222 Seat-event requests: 381 Failed seat-event starts: 28 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 782 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 28 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 782 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 69 CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG ============================================================ Date/Time: 2026-07-17 17:52:47 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 3 Scenario seed: 6413959567787430862 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 99.72% OUTCOME ------- Status: SUCCESS Completed ticks: 1255 Passengers seated: 353/353 Average waiting ticks: 584.23 Longest waiting passenger: P110->21D(LEFT) Longest waiting ticks: 1200 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 51 Regions dissolved: 4 Repeated reconstructions avoided: 51 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=11 Confirmation deferral ticks: 5 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3168 Maximum occupied tiles: 14 Seat events: 177 Single-blocker events: 45 Multiple-blocker events: 29 Temporary aisle reoccupations: 109 RIGHT AISLE ----------- Total moves: 3052 Maximum occupied tiles: 13 Seat events: 176 Single-blocker events: 53 Multiple-blocker events: 27 Temporary aisle reoccupations: 112 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 159 Reservations granted: 157 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8079 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9784 Total stationary ticks: 213224 Seat-event requests: 381 Failed seat-event starts: 28 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 775 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 28 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 775 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 69 CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG ============================================================ Date/Time: 2026-07-17 17:52:47 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 3 Scenario seed: 6413959567787430862 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 99.72% OUTCOME ------- Status: SUCCESS Completed ticks: 1255 Passengers seated: 353/353 Average waiting ticks: 584.23 Longest waiting passenger: P110->21D(LEFT) Longest waiting ticks: 1200 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 51 Regions dissolved: 4 Repeated reconstructions avoided: 51 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=11 Confirmation deferral ticks: 5 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3168 Maximum occupied tiles: 14 Seat events: 177 Single-blocker events: 45 Multiple-blocker events: 29 Temporary aisle reoccupations: 109 RIGHT AISLE ----------- Total moves: 3052 Maximum occupied tiles: 13 Seat events: 176 Single-blocker events: 53 Multiple-blocker events: 27 Temporary aisle reoccupations: 112 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 159 Reservations granted: 157 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8079 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9784 Total stationary ticks: 213224 Seat-event requests: 381 Failed seat-event starts: 28 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 775 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 28 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 775 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 69 CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG ============================================================ Date/Time: 2026-07-17 17:52:48 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 4 Scenario seed: -6874954252876456991 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2294 Passengers seated: 169/235 Average waiting ticks: 811.85 Longest waiting passenger: P2->16C(RIGHT) Longest waiting ticks: 2294 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 4 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1889 Regions dissolved: 0 Repeated reconstructions avoided: 1889 Largest region lifetime: 1890 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1890:occupied=4 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1887 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1607 Maximum occupied tiles: 13 Seat events: 113 Single-blocker events: 31 Multiple-blocker events: 9 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 914 Maximum occupied tiles: 12 Seat events: 56 Single-blocker events: 9 Multiple-blocker events: 1 Temporary aisle reoccupations: 11 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1981 Reservations granted: 1976 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 57 Remaining moving in aisle: 6 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 11640 Longest unresolved passenger ID: 2 Longest unresolved row: 16 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 109 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 6 Total blocked ticks: 20936 Total stationary ticks: 204785 Seat-event requests: 2064 Failed seat-event starts: 1895 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 169 Critical blocker identity: P169->4C(RIGHT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 9 Unresolved outside passengers: 57 Unresolved internal passengers outside critical tree: 5 Critical blocker tree: P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT) P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1895 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 5|6|7 Critical blocker unavailable yield tiles: 7 Critical blocker yield-tile occupants: 165 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1895 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 388 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P53->8E(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 5|6|7 Current unavailable yield tiles: 7 Current yield-tile occupants: 165 Final row-event chain: 169|165|53 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 69 CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG ============================================================ Date/Time: 2026-07-17 17:52:48 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 4 Scenario seed: -6874954252876456991 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2294 Passengers seated: 169/235 Average waiting ticks: 811.85 Longest waiting passenger: P2->16C(RIGHT) Longest waiting ticks: 2294 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 4 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1889 Regions dissolved: 0 Repeated reconstructions avoided: 1889 Largest region lifetime: 1890 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1890:occupied=4 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1887 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1607 Maximum occupied tiles: 13 Seat events: 113 Single-blocker events: 31 Multiple-blocker events: 9 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 914 Maximum occupied tiles: 12 Seat events: 56 Single-blocker events: 9 Multiple-blocker events: 1 Temporary aisle reoccupations: 11 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1981 Reservations granted: 1976 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 57 Remaining moving in aisle: 6 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 11640 Longest unresolved passenger ID: 2 Longest unresolved row: 16 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 109 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 6 Total blocked ticks: 20922 Total stationary ticks: 204781 Seat-event requests: 2064 Failed seat-event starts: 1895 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 169 Critical blocker identity: P169->4C(RIGHT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 9 Unresolved outside passengers: 57 Unresolved internal passengers outside critical tree: 5 Critical blocker tree: P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT) P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1895 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 5|6|7 Critical blocker unavailable yield tiles: 7 Critical blocker yield-tile occupants: 165 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1895 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 380 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P53->8E(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 5|6|7 Current unavailable yield tiles: 7 Current yield-tile occupants: 165 Final row-event chain: 169|165|53 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 69 CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG ============================================================ Date/Time: 2026-07-17 17:52:48 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 4 Scenario seed: -6874954252876456991 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2294 Passengers seated: 169/235 Average waiting ticks: 811.85 Longest waiting passenger: P2->16C(RIGHT) Longest waiting ticks: 2294 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 4 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1889 Regions dissolved: 0 Repeated reconstructions avoided: 1889 Largest region lifetime: 1890 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1890:occupied=4 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1887 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1607 Maximum occupied tiles: 13 Seat events: 113 Single-blocker events: 31 Multiple-blocker events: 9 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 914 Maximum occupied tiles: 12 Seat events: 56 Single-blocker events: 9 Multiple-blocker events: 1 Temporary aisle reoccupations: 11 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1981 Reservations granted: 1976 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 57 Remaining moving in aisle: 6 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 11640 Longest unresolved passenger ID: 2 Longest unresolved row: 16 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 109 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 6 Total blocked ticks: 20936 Total stationary ticks: 204785 Seat-event requests: 2064 Failed seat-event starts: 1895 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 169 Critical blocker identity: P169->4C(RIGHT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 9 Unresolved outside passengers: 57 Unresolved internal passengers outside critical tree: 5 Critical blocker tree: P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT) P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1895 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 5|6|7 Critical blocker unavailable yield tiles: 7 Critical blocker yield-tile occupants: 165 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1895 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 388 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P53->8E(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 5|6|7 Current unavailable yield tiles: 7 Current yield-tile occupants: 165 Final row-event chain: 169|165|53 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 69 CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG ============================================================ Date/Time: 2026-07-17 17:52:48 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 5 Scenario seed: -3861213001347413166 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1037 Passengers seated: 282/282 Average waiting ticks: 463.27 Longest waiting passenger: P14->18D(LEFT) Longest waiting ticks: 988 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2266 Maximum occupied tiles: 13 Seat events: 148 Single-blocker events: 41 Multiple-blocker events: 16 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 2110 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 45 Multiple-blocker events: 14 Temporary aisle reoccupations: 73 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 95 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5619 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6814 Total stationary ticks: 135338 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 584 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 584 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 69 CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG ============================================================ Date/Time: 2026-07-17 17:52:48 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 5 Scenario seed: -3861213001347413166 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1037 Passengers seated: 282/282 Average waiting ticks: 463.27 Longest waiting passenger: P14->18D(LEFT) Longest waiting ticks: 988 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2266 Maximum occupied tiles: 13 Seat events: 148 Single-blocker events: 41 Multiple-blocker events: 16 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 2110 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 45 Multiple-blocker events: 14 Temporary aisle reoccupations: 73 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 95 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5619 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6814 Total stationary ticks: 135338 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 584 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 584 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 69 CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG ============================================================ Date/Time: 2026-07-17 17:52:48 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 5 Scenario seed: -3861213001347413166 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1037 Passengers seated: 282/282 Average waiting ticks: 463.27 Longest waiting passenger: P14->18D(LEFT) Longest waiting ticks: 988 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2266 Maximum occupied tiles: 13 Seat events: 148 Single-blocker events: 41 Multiple-blocker events: 16 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 2110 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 45 Multiple-blocker events: 14 Temporary aisle reoccupations: 73 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 95 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5619 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6814 Total stationary ticks: 135338 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 584 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 584 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 69 CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG ============================================================ Date/Time: 2026-07-17 17:52:48 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 6 Scenario seed: 5232186905524502075 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 94.47% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2349 Passengers seated: 226/235 Average waiting ticks: 412.04 Longest waiting passenger: P148->22D(RIGHT) Longest waiting ticks: 2308 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 10 Cluster candidates evaluated: 3 Executable cluster candidates: 1 Rejected cluster candidates: 2 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 9 Selected release potential total: 5 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1602 Regions dissolved: 2 Repeated reconstructions avoided: 1602 Largest region lifetime: 1574 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1574:occupied=9 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1520 State changes reopening evaluation: 9 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1534 Maximum occupied tiles: 11 Seat events: 111 Single-blocker events: 33 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1850 Maximum occupied tiles: 13 Seat events: 115 Single-blocker events: 25 Multiple-blocker events: 11 Temporary aisle reoccupations: 49 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1668 Reservations granted: 1665 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 7 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 11128 Longest unresolved passenger ID: 198 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 7 Longest dependency chain: P102(27G/RIGHT) -> P111(26C/RIGHT) -> P180(26D/RIGHT) -> P228(28H/RIGHT) -> P123(29E/RIGHT) -> P198(30F/RIGHT) -> P69(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 102 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 7 Total blocked ticks: 18631 Total stationary ticks: 110660 Seat-event requests: 1780 Failed seat-event starts: 1554 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 69 Critical blocker identity: P69->29C(RIGHT) Direct fan-out: 1 Total indirect descendants: 6 Critical tree size including blocker: 7 Critical tree depth: 7 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 9 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P69(29C/RIGHT/WAITING_FOR_SEAT_EVENT) P198(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P123(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P228(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P180(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P111(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P102(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1519 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1519 Rear-boundary failures: 35 Middle-bank reservation failures: 3 Active-event deferrals: 539 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1782\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1522\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 69 CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG ============================================================ Date/Time: 2026-07-17 17:52:48 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 6 Scenario seed: 5232186905524502075 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 94.47% OUTCOME ------- Status: SUCCESS Completed ticks: 892 Passengers seated: 235/235 Average waiting ticks: 399.84 Longest waiting passenger: P204->17E(RIGHT) Longest waiting ticks: 844 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 6 Selected release potential total: 5 Last cluster decision: RIGHT:tiles8-13:occupied=6:anchor=P172:selected=P162:directReleases=0:releasePotential=5 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 29 Regions dissolved: 2 Repeated reconstructions avoided: 29 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1534 Maximum occupied tiles: 11 Seat events: 111 Single-blocker events: 33 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1872 Maximum occupied tiles: 11 Seat events: 124 Single-blocker events: 28 Multiple-blocker events: 15 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 134 Reservations granted: 131 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3993 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4927 Total stationary ticks: 97124 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 507 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 507 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 69 CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG ============================================================ Date/Time: 2026-07-17 17:52:48 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 6 Scenario seed: 5232186905524502075 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 94.47% OUTCOME ------- Status: SUCCESS Completed ticks: 892 Passengers seated: 235/235 Average waiting ticks: 399.84 Longest waiting passenger: P204->17E(RIGHT) Longest waiting ticks: 844 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 6 Selected release potential total: 5 Last cluster decision: RIGHT:tiles8-13:occupied=6:anchor=P172:selected=P162:directReleases=0:releasePotential=5 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 29 Regions dissolved: 2 Repeated reconstructions avoided: 29 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1534 Maximum occupied tiles: 11 Seat events: 111 Single-blocker events: 33 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1872 Maximum occupied tiles: 11 Seat events: 124 Single-blocker events: 28 Multiple-blocker events: 15 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 134 Reservations granted: 131 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3993 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4927 Total stationary ticks: 97124 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 507 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 507 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 69 CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG ============================================================ Date/Time: 2026-07-17 17:52:48 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 7 Scenario seed: -6941493034642023543 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 95.75% OUTCOME ------- Status: SUCCESS Completed ticks: 1320 Passengers seated: 353/353 Average waiting ticks: 603.76 Longest waiting passenger: P99->23G(LEFT) Longest waiting ticks: 1270 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3201 Maximum occupied tiles: 15 Seat events: 184 Single-blocker events: 48 Multiple-blocker events: 27 Temporary aisle reoccupations: 104 RIGHT AISLE ----------- Total moves: 2947 Maximum occupied tiles: 13 Seat events: 169 Single-blocker events: 50 Multiple-blocker events: 21 Temporary aisle reoccupations: 95 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 152 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6822 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8389 Total stationary ticks: 218685 Seat-event requests: 375 Failed seat-event starts: 22 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 864 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 22 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 864 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 69 CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG ============================================================ Date/Time: 2026-07-17 17:52:48 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 7 Scenario seed: -6941493034642023543 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 95.75% OUTCOME ------- Status: SUCCESS Completed ticks: 1320 Passengers seated: 353/353 Average waiting ticks: 603.79 Longest waiting passenger: P99->23G(LEFT) Longest waiting ticks: 1270 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3201 Maximum occupied tiles: 15 Seat events: 184 Single-blocker events: 48 Multiple-blocker events: 27 Temporary aisle reoccupations: 104 RIGHT AISLE ----------- Total moves: 2947 Maximum occupied tiles: 13 Seat events: 169 Single-blocker events: 50 Multiple-blocker events: 21 Temporary aisle reoccupations: 95 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 152 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6817 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8387 Total stationary ticks: 218684 Seat-event requests: 374 Failed seat-event starts: 21 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 871 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 21 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 871 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 374\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 69 CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG ============================================================ Date/Time: 2026-07-17 17:52:48 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 7 Scenario seed: -6941493034642023543 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 95.75% OUTCOME ------- Status: SUCCESS Completed ticks: 1320 Passengers seated: 353/353 Average waiting ticks: 603.76 Longest waiting passenger: P99->23G(LEFT) Longest waiting ticks: 1270 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3201 Maximum occupied tiles: 15 Seat events: 184 Single-blocker events: 48 Multiple-blocker events: 27 Temporary aisle reoccupations: 104 RIGHT AISLE ----------- Total moves: 2947 Maximum occupied tiles: 13 Seat events: 169 Single-blocker events: 50 Multiple-blocker events: 21 Temporary aisle reoccupations: 95 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 152 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6822 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8389 Total stationary ticks: 218685 Seat-event requests: 375 Failed seat-event starts: 22 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 864 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 22 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 864 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 69 CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG ============================================================ Date/Time: 2026-07-17 17:52:48 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 8 Scenario seed: -8554465769121675260 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 861 Passengers seated: 235/235 Average waiting ticks: 382.57 Longest waiting passenger: P23->28C(RIGHT) Longest waiting ticks: 816 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1693 Maximum occupied tiles: 14 Seat events: 114 Single-blocker events: 26 Multiple-blocker events: 13 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 1699 Maximum occupied tiles: 12 Seat events: 121 Single-blocker events: 35 Multiple-blocker events: 11 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 125 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4487 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5649 Total stationary ticks: 93738 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 539 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 539 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 69 CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG ============================================================ Date/Time: 2026-07-17 17:52:48 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 8 Scenario seed: -8554465769121675260 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 861 Passengers seated: 235/235 Average waiting ticks: 382.62 Longest waiting passenger: P23->28C(RIGHT) Longest waiting ticks: 816 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1693 Maximum occupied tiles: 14 Seat events: 114 Single-blocker events: 26 Multiple-blocker events: 13 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 1699 Maximum occupied tiles: 12 Seat events: 121 Single-blocker events: 35 Multiple-blocker events: 11 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 125 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4472 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5637 Total stationary ticks: 93736 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 542 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 542 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 69 CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG ============================================================ Date/Time: 2026-07-17 17:52:48 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 8 Scenario seed: -8554465769121675260 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 861 Passengers seated: 235/235 Average waiting ticks: 382.62 Longest waiting passenger: P23->28C(RIGHT) Longest waiting ticks: 816 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1693 Maximum occupied tiles: 14 Seat events: 114 Single-blocker events: 26 Multiple-blocker events: 13 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 1699 Maximum occupied tiles: 12 Seat events: 121 Single-blocker events: 35 Multiple-blocker events: 11 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 125 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4472 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5637 Total stationary ticks: 93736 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 542 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 542 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 69 CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG ============================================================ Date/Time: 2026-07-17 17:52:48 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 9 Scenario seed: 5225839747377591732 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1015 Passengers seated: 282/282 Average waiting ticks: 466.34 Longest waiting passenger: P68->23A(LEFT) Longest waiting ticks: 960 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2100 Maximum occupied tiles: 11 Seat events: 144 Single-blocker events: 44 Multiple-blocker events: 12 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 2256 Maximum occupied tiles: 12 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 13 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 102 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5299 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6604 Total stationary ticks: 135920 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 691 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 691 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 69 CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG ============================================================ Date/Time: 2026-07-17 17:52:48 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 9 Scenario seed: 5225839747377591732 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1015 Passengers seated: 282/282 Average waiting ticks: 466.34 Longest waiting passenger: P68->23A(LEFT) Longest waiting ticks: 960 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2100 Maximum occupied tiles: 11 Seat events: 144 Single-blocker events: 44 Multiple-blocker events: 12 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 2256 Maximum occupied tiles: 12 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 13 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 102 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5299 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6604 Total stationary ticks: 135920 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 691 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 691 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 69 CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG ============================================================ Date/Time: 2026-07-17 17:52:48 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 9 Scenario seed: 5225839747377591732 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1015 Passengers seated: 282/282 Average waiting ticks: 466.34 Longest waiting passenger: P68->23A(LEFT) Longest waiting ticks: 960 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2100 Maximum occupied tiles: 11 Seat events: 144 Single-blocker events: 44 Multiple-blocker events: 12 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 2256 Maximum occupied tiles: 12 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 13 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 102 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5299 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6604 Total stationary ticks: 135920 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 691 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 691 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 69 CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG ============================================================ Date/Time: 2026-07-17 17:52:48 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 10 Scenario seed: 1939935009979591158 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2369 Passengers seated: 232/235 Average waiting ticks: 394.61 Longest waiting passenger: P8->28F(LEFT) Longest waiting ticks: 2299 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1636 Regions dissolved: 2 Repeated reconstructions avoided: 1636 Largest region lifetime: 1601 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1601:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1584 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 12 Seat events: 110 Single-blocker events: 30 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1757 Maximum occupied tiles: 11 Seat events: 122 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1714 Reservations granted: 1714 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 2 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4339 Longest unresolved passenger ID: 15 Longest unresolved row: 28 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 121 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 2 Total blocked ticks: 10065 Total stationary ticks: 99506 Seat-event requests: 1830 Failed seat-event starts: 1598 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 8 Critical blocker identity: P8->28F(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P8(28F/LEFT/WAITING_FOR_SEAT_EVENT) P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1587 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 3 Critical blocker required yield tiles: 29|30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 11 Rear-boundary failures: 1587 Middle-bank reservation failures: 0 Active-event deferrals: 484 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 29|30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 69 CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG ============================================================ Date/Time: 2026-07-17 17:52:48 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 10 Scenario seed: 1939935009979591158 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2369 Passengers seated: 232/235 Average waiting ticks: 394.60 Longest waiting passenger: P8->28F(LEFT) Longest waiting ticks: 2299 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1636 Regions dissolved: 2 Repeated reconstructions avoided: 1636 Largest region lifetime: 1601 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1601:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1584 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 12 Seat events: 110 Single-blocker events: 30 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1757 Maximum occupied tiles: 11 Seat events: 122 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1714 Reservations granted: 1714 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 2 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4349 Longest unresolved passenger ID: 15 Longest unresolved row: 28 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 121 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 2 Total blocked ticks: 10071 Total stationary ticks: 99508 Seat-event requests: 1830 Failed seat-event starts: 1598 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 8 Critical blocker identity: P8->28F(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P8(28F/LEFT/WAITING_FOR_SEAT_EVENT) P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1587 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 3 Critical blocker required yield tiles: 29|30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 11 Rear-boundary failures: 1587 Middle-bank reservation failures: 0 Active-event deferrals: 485 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 29|30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 69 CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG ============================================================ Date/Time: 2026-07-17 17:52:48 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 10 Scenario seed: 1939935009979591158 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2369 Passengers seated: 232/235 Average waiting ticks: 394.60 Longest waiting passenger: P8->28F(LEFT) Longest waiting ticks: 2299 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1636 Regions dissolved: 2 Repeated reconstructions avoided: 1636 Largest region lifetime: 1601 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1601:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1584 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 12 Seat events: 110 Single-blocker events: 30 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1757 Maximum occupied tiles: 11 Seat events: 122 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1714 Reservations granted: 1714 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 2 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4349 Longest unresolved passenger ID: 15 Longest unresolved row: 28 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 121 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 2 Total blocked ticks: 10071 Total stationary ticks: 99508 Seat-event requests: 1830 Failed seat-event starts: 1598 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 8 Critical blocker identity: P8->28F(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P8(28F/LEFT/WAITING_FOR_SEAT_EVENT) P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1587 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 3 Critical blocker required yield tiles: 29|30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 11 Rear-boundary failures: 1587 Middle-bank reservation failures: 0 Active-event deferrals: 485 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 29|30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 69 CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG ============================================================ Date/Time: 2026-07-17 17:52:48 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 11 Scenario seed: 1252229027809620306 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 97.45% OUTCOME ------- Status: SUCCESS Completed ticks: 1280 Passengers seated: 353/353 Average waiting ticks: 583.29 Longest waiting passenger: P34->24D(LEFT) Longest waiting ticks: 1216 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3262 Maximum occupied tiles: 13 Seat events: 181 Single-blocker events: 47 Multiple-blocker events: 22 Temporary aisle reoccupations: 97 RIGHT AISLE ----------- Total moves: 2896 Maximum occupied tiles: 14 Seat events: 172 Single-blocker events: 43 Multiple-blocker events: 26 Temporary aisle reoccupations: 100 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 149 Reservations granted: 149 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8010 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9374 Total stationary ticks: 212715 Seat-event requests: 371 Failed seat-event starts: 18 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 643 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 18 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 643 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 69 CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG ============================================================ Date/Time: 2026-07-17 17:52:48 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 11 Scenario seed: 1252229027809620306 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 97.45% OUTCOME ------- Status: SUCCESS Completed ticks: 1280 Passengers seated: 353/353 Average waiting ticks: 583.32 Longest waiting passenger: P34->24D(LEFT) Longest waiting ticks: 1216 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3262 Maximum occupied tiles: 13 Seat events: 181 Single-blocker events: 47 Multiple-blocker events: 22 Temporary aisle reoccupations: 97 RIGHT AISLE ----------- Total moves: 2896 Maximum occupied tiles: 14 Seat events: 172 Single-blocker events: 43 Multiple-blocker events: 26 Temporary aisle reoccupations: 100 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 149 Reservations granted: 149 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7975 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9381 Total stationary ticks: 212716 Seat-event requests: 371 Failed seat-event starts: 18 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 654 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 18 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 654 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 69 CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG ============================================================ Date/Time: 2026-07-17 17:52:48 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 11 Scenario seed: 1252229027809620306 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 97.45% OUTCOME ------- Status: SUCCESS Completed ticks: 1280 Passengers seated: 353/353 Average waiting ticks: 583.33 Longest waiting passenger: P34->24D(LEFT) Longest waiting ticks: 1216 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3262 Maximum occupied tiles: 13 Seat events: 181 Single-blocker events: 47 Multiple-blocker events: 22 Temporary aisle reoccupations: 97 RIGHT AISLE ----------- Total moves: 2896 Maximum occupied tiles: 14 Seat events: 172 Single-blocker events: 43 Multiple-blocker events: 26 Temporary aisle reoccupations: 100 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 149 Reservations granted: 149 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7965 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9358 Total stationary ticks: 212708 Seat-event requests: 371 Failed seat-event starts: 18 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 646 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 18 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 646 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 69 CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG ============================================================ Date/Time: 2026-07-17 17:52:48 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 12 Scenario seed: 8187627317652047108 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 93.62% OUTCOME ------- Status: SUCCESS Completed ticks: 880 Passengers seated: 235/235 Average waiting ticks: 383.92 Longest waiting passenger: P3->11G(RIGHT) Longest waiting ticks: 827 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 29 Regions dissolved: 1 Repeated reconstructions avoided: 29 Largest region lifetime: 30 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=30 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 13 Seat events: 110 Single-blocker events: 28 Multiple-blocker events: 7 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1738 Maximum occupied tiles: 12 Seat events: 125 Single-blocker events: 35 Multiple-blocker events: 14 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 135 Reservations granted: 125 Reservations denied/waited: 10 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4421 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5748 Total stationary ticks: 94039 Seat-event requests: 241 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 646 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 10 Active-event deferrals: 646 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 69 CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG ============================================================ Date/Time: 2026-07-17 17:52:48 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 12 Scenario seed: 8187627317652047108 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 93.62% OUTCOME ------- Status: SUCCESS Completed ticks: 880 Passengers seated: 235/235 Average waiting ticks: 384.07 Longest waiting passenger: P3->11G(RIGHT) Longest waiting ticks: 827 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 29 Regions dissolved: 1 Repeated reconstructions avoided: 29 Largest region lifetime: 30 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=30 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 13 Seat events: 110 Single-blocker events: 28 Multiple-blocker events: 7 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1738 Maximum occupied tiles: 12 Seat events: 125 Single-blocker events: 35 Multiple-blocker events: 14 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 133 Reservations granted: 125 Reservations denied/waited: 8 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4381 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5693 Total stationary ticks: 94024 Seat-event requests: 241 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 645 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 8 Active-event deferrals: 645 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 69 CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG ============================================================ Date/Time: 2026-07-17 17:52:48 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 12 Scenario seed: 8187627317652047108 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 93.62% OUTCOME ------- Status: SUCCESS Completed ticks: 880 Passengers seated: 235/235 Average waiting ticks: 383.86 Longest waiting passenger: P3->11G(RIGHT) Longest waiting ticks: 827 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 29 Regions dissolved: 1 Repeated reconstructions avoided: 29 Largest region lifetime: 30 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=30 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 13 Seat events: 110 Single-blocker events: 28 Multiple-blocker events: 7 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1738 Maximum occupied tiles: 12 Seat events: 125 Single-blocker events: 35 Multiple-blocker events: 14 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 135 Reservations granted: 125 Reservations denied/waited: 10 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4431 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5747 Total stationary ticks: 94038 Seat-event requests: 241 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 634 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 10 Active-event deferrals: 634 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 69 CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG ============================================================ Date/Time: 2026-07-17 17:52:48 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 13 Scenario seed: 6351835860743924132 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 65.96% Aisle-assignment balance: 95.04% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2516 Passengers seated: 277/282 Average waiting ticks: 479.16 Longest waiting passenger: P279->31A(LEFT) Longest waiting ticks: 2446 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 0 Rejected cluster candidates: 1 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 5 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1515 Regions dissolved: 0 Repeated reconstructions avoided: 1515 Largest region lifetime: 1516 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1516:occupied=5 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1499 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2303 Maximum occupied tiles: 15 Seat events: 143 Single-blocker events: 44 Multiple-blocker events: 16 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2058 Maximum occupied tiles: 13 Seat events: 134 Single-blocker events: 36 Multiple-blocker events: 13 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 96 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5609 Longest unresolved passenger ID: 117 Longest unresolved row: 32 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 226 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14637 Total stationary ticks: 144501 Seat-event requests: 1814 Failed seat-event starts: 1537 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 111 Critical blocker identity: P111->28A(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P111(28A/LEFT/WAITING_FOR_SEAT_EVENT) P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1513 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 29|30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 117 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1513 Rear-boundary failures: 24 Middle-bank reservation failures: 1 Active-event deferrals: 702 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P279->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=925,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 29|30 Current unavailable yield tiles: 30 Current yield-tile occupants: 117 Final row-event chain: 111|117|279 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 69 CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG ============================================================ Date/Time: 2026-07-17 17:52:48 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 13 Scenario seed: 6351835860743924132 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 65.96% Aisle-assignment balance: 95.04% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2516 Passengers seated: 277/282 Average waiting ticks: 479.23 Longest waiting passenger: P279->31A(LEFT) Longest waiting ticks: 2446 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 0 Rejected cluster candidates: 1 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 5 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1515 Regions dissolved: 0 Repeated reconstructions avoided: 1515 Largest region lifetime: 1516 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1516:occupied=5 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1499 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2303 Maximum occupied tiles: 15 Seat events: 143 Single-blocker events: 44 Multiple-blocker events: 16 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2058 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 36 Multiple-blocker events: 13 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 96 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5567 Longest unresolved passenger ID: 117 Longest unresolved row: 32 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 226 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14536 Total stationary ticks: 144436 Seat-event requests: 1814 Failed seat-event starts: 1537 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 111 Critical blocker identity: P111->28A(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P111(28A/LEFT/WAITING_FOR_SEAT_EVENT) P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1513 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 29|30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 117 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1513 Rear-boundary failures: 24 Middle-bank reservation failures: 1 Active-event deferrals: 689 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P279->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=933,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 29|30 Current unavailable yield tiles: 30 Current yield-tile occupants: 117 Final row-event chain: 111|117|279 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 69 CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG ============================================================ Date/Time: 2026-07-17 17:52:48 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 13 Scenario seed: 6351835860743924132 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 65.96% Aisle-assignment balance: 95.04% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2516 Passengers seated: 277/282 Average waiting ticks: 479.23 Longest waiting passenger: P279->31A(LEFT) Longest waiting ticks: 2446 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 0 Rejected cluster candidates: 1 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 5 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1515 Regions dissolved: 0 Repeated reconstructions avoided: 1515 Largest region lifetime: 1516 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1516:occupied=5 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1499 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2303 Maximum occupied tiles: 15 Seat events: 143 Single-blocker events: 44 Multiple-blocker events: 16 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2058 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 36 Multiple-blocker events: 13 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 96 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5567 Longest unresolved passenger ID: 117 Longest unresolved row: 32 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 226 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14536 Total stationary ticks: 144436 Seat-event requests: 1814 Failed seat-event starts: 1537 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 111 Critical blocker identity: P111->28A(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P111(28A/LEFT/WAITING_FOR_SEAT_EVENT) P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1513 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 29|30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 117 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1513 Rear-boundary failures: 24 Middle-bank reservation failures: 1 Active-event deferrals: 689 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P279->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=933,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 29|30 Current unavailable yield tiles: 30 Current yield-tile occupants: 117 Final row-event chain: 111|117|279 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 69 CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG ============================================================ Date/Time: 2026-07-17 17:52:48 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 14 Scenario seed: -8658915343845013000 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 995 Passengers seated: 282/282 Average waiting ticks: 460.22 Longest waiting passenger: P218->6F(RIGHT) Longest waiting ticks: 951 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2250 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 38 Multiple-blocker events: 11 Temporary aisle reoccupations: 60 RIGHT AISLE ----------- Total moves: 2145 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 42 Multiple-blocker events: 17 Temporary aisle reoccupations: 76 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 98 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5688 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7053 Total stationary ticks: 134674 Seat-event requests: 287 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 657 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 657 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 69 CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG ============================================================ Date/Time: 2026-07-17 17:52:48 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 14 Scenario seed: -8658915343845013000 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 995 Passengers seated: 282/282 Average waiting ticks: 460.18 Longest waiting passenger: P218->6F(RIGHT) Longest waiting ticks: 951 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2250 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 38 Multiple-blocker events: 11 Temporary aisle reoccupations: 60 RIGHT AISLE ----------- Total moves: 2145 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 42 Multiple-blocker events: 17 Temporary aisle reoccupations: 76 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 98 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5713 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7065 Total stationary ticks: 134676 Seat-event requests: 287 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 656 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 656 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 69 CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG ============================================================ Date/Time: 2026-07-17 17:52:48 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 14 Scenario seed: -8658915343845013000 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 995 Passengers seated: 282/282 Average waiting ticks: 460.22 Longest waiting passenger: P218->6F(RIGHT) Longest waiting ticks: 951 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2250 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 38 Multiple-blocker events: 11 Temporary aisle reoccupations: 60 RIGHT AISLE ----------- Total moves: 2145 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 42 Multiple-blocker events: 17 Temporary aisle reoccupations: 76 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 98 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5688 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7053 Total stationary ticks: 134674 Seat-event requests: 287 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 657 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 657 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 69 CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG ============================================================ Date/Time: 2026-07-17 17:52:48 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 15 Scenario seed: 5673179910411321410 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 462.27 Longest waiting passenger: P21->16E(RIGHT) Longest waiting ticks: 953 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2199 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 41 Multiple-blocker events: 20 Temporary aisle reoccupations: 81 RIGHT AISLE ----------- Total moves: 2185 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 39 Multiple-blocker events: 16 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 96 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5393 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6898 Total stationary ticks: 134958 Seat-event requests: 301 Failed seat-event starts: 19 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 714 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 19 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 714 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 69 CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG ============================================================ Date/Time: 2026-07-17 17:52:48 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 15 Scenario seed: 5673179910411321410 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 462.25 Longest waiting passenger: P21->16E(RIGHT) Longest waiting ticks: 953 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2199 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 41 Multiple-blocker events: 20 Temporary aisle reoccupations: 81 RIGHT AISLE ----------- Total moves: 2185 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 39 Multiple-blocker events: 16 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 96 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5398 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6898 Total stationary ticks: 134958 Seat-event requests: 301 Failed seat-event starts: 19 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 709 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 19 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 709 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 69 CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG ============================================================ Date/Time: 2026-07-17 17:52:48 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 15 Scenario seed: 5673179910411321410 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 462.27 Longest waiting passenger: P21->16E(RIGHT) Longest waiting ticks: 953 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2199 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 41 Multiple-blocker events: 20 Temporary aisle reoccupations: 81 RIGHT AISLE ----------- Total moves: 2185 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 39 Multiple-blocker events: 16 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 96 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5393 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6898 Total stationary ticks: 134958 Seat-event requests: 301 Failed seat-event starts: 19 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 714 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 19 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 714 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 69 CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG ============================================================ Date/Time: 2026-07-17 17:52:48 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 16 Scenario seed: 6658752785952583458 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1052 Passengers seated: 282/282 Average waiting ticks: 468.96 Longest waiting passenger: P181->4E(LEFT) Longest waiting ticks: 999 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 14 Regions dissolved: 1 Repeated reconstructions avoided: 14 Largest region lifetime: 15 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=15 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2277 Maximum occupied tiles: 12 Seat events: 148 Single-blocker events: 45 Multiple-blocker events: 21 Temporary aisle reoccupations: 87 RIGHT AISLE ----------- Total moves: 2045 Maximum occupied tiles: 11 Seat events: 134 Single-blocker events: 34 Multiple-blocker events: 11 Temporary aisle reoccupations: 56 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 97 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5574 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6661 Total stationary ticks: 136880 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 528 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 528 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 69 CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG ============================================================ Date/Time: 2026-07-17 17:52:48 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 16 Scenario seed: 6658752785952583458 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1052 Passengers seated: 282/282 Average waiting ticks: 468.97 Longest waiting passenger: P181->4E(LEFT) Longest waiting ticks: 999 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 14 Regions dissolved: 1 Repeated reconstructions avoided: 14 Largest region lifetime: 15 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=15 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2277 Maximum occupied tiles: 12 Seat events: 148 Single-blocker events: 45 Multiple-blocker events: 21 Temporary aisle reoccupations: 87 RIGHT AISLE ----------- Total moves: 2045 Maximum occupied tiles: 11 Seat events: 134 Single-blocker events: 34 Multiple-blocker events: 11 Temporary aisle reoccupations: 56 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 97 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5574 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6655 Total stationary ticks: 136878 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 527 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 527 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 69 CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG ============================================================ Date/Time: 2026-07-17 17:52:48 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 16 Scenario seed: 6658752785952583458 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1052 Passengers seated: 282/282 Average waiting ticks: 468.97 Longest waiting passenger: P181->4E(LEFT) Longest waiting ticks: 999 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 14 Regions dissolved: 1 Repeated reconstructions avoided: 14 Largest region lifetime: 15 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=15 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2277 Maximum occupied tiles: 12 Seat events: 148 Single-blocker events: 45 Multiple-blocker events: 21 Temporary aisle reoccupations: 87 RIGHT AISLE ----------- Total moves: 2045 Maximum occupied tiles: 11 Seat events: 134 Single-blocker events: 34 Multiple-blocker events: 11 Temporary aisle reoccupations: 56 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 97 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5574 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6655 Total stationary ticks: 136878 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 527 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 527 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 69 CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG ============================================================ Date/Time: 2026-07-17 17:52:48 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 17 Scenario seed: -218671498343752214 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.16% OUTCOME ------- Status: SUCCESS Completed ticks: 1029 Passengers seated: 282/282 Average waiting ticks: 464.66 Longest waiting passenger: P242->27G(RIGHT) Longest waiting ticks: 976 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 4 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 22 Regions dissolved: 2 Repeated reconstructions avoided: 22 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2178 Maximum occupied tiles: 12 Seat events: 137 Single-blocker events: 44 Multiple-blocker events: 14 Temporary aisle reoccupations: 72 RIGHT AISLE ----------- Total moves: 2204 Maximum occupied tiles: 12 Seat events: 145 Single-blocker events: 38 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 96 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5622 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6765 Total stationary ticks: 135723 Seat-event requests: 299 Failed seat-event starts: 17 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 557 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 17 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 557 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 69 CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG ============================================================ Date/Time: 2026-07-17 17:52:48 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 17 Scenario seed: -218671498343752214 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.16% OUTCOME ------- Status: SUCCESS Completed ticks: 1029 Passengers seated: 282/282 Average waiting ticks: 464.69 Longest waiting passenger: P242->27G(RIGHT) Longest waiting ticks: 976 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 4 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 22 Regions dissolved: 2 Repeated reconstructions avoided: 22 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2178 Maximum occupied tiles: 12 Seat events: 137 Single-blocker events: 44 Multiple-blocker events: 14 Temporary aisle reoccupations: 72 RIGHT AISLE ----------- Total moves: 2204 Maximum occupied tiles: 12 Seat events: 145 Single-blocker events: 38 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 96 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5612 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6786 Total stationary ticks: 135730 Seat-event requests: 299 Failed seat-event starts: 17 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 574 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 17 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 574 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 69 CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG ============================================================ Date/Time: 2026-07-17 17:52:48 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 17 Scenario seed: -218671498343752214 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.16% OUTCOME ------- Status: SUCCESS Completed ticks: 1029 Passengers seated: 282/282 Average waiting ticks: 464.69 Longest waiting passenger: P242->27G(RIGHT) Longest waiting ticks: 976 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 4 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 22 Regions dissolved: 2 Repeated reconstructions avoided: 22 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2178 Maximum occupied tiles: 12 Seat events: 137 Single-blocker events: 44 Multiple-blocker events: 14 Temporary aisle reoccupations: 72 RIGHT AISLE ----------- Total moves: 2204 Maximum occupied tiles: 12 Seat events: 145 Single-blocker events: 38 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 96 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5612 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6786 Total stationary ticks: 135730 Seat-event requests: 299 Failed seat-event starts: 17 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 574 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 17 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 574 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 69 CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG ============================================================ Date/Time: 2026-07-17 17:52:48 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 18 Scenario seed: -8332752414533420411 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.34% Aisle-assignment balance: 99.15% OUTCOME ------- Status: SUCCESS Completed ticks: 1259 Passengers seated: 353/353 Average waiting ticks: 593.34 Longest waiting passenger: P150->11H(RIGHT) Longest waiting ticks: 1209 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3172 Maximum occupied tiles: 16 Seat events: 175 Single-blocker events: 42 Multiple-blocker events: 24 Temporary aisle reoccupations: 95 RIGHT AISLE ----------- Total moves: 2985 Maximum occupied tiles: 13 Seat events: 178 Single-blocker events: 55 Multiple-blocker events: 26 Temporary aisle reoccupations: 113 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 148 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7954 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9621 Total stationary ticks: 216298 Seat-event requests: 380 Failed seat-event starts: 27 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 784 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 27 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 784 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 69 CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG ============================================================ Date/Time: 2026-07-17 17:52:48 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 18 Scenario seed: -8332752414533420411 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.34% Aisle-assignment balance: 99.15% OUTCOME ------- Status: SUCCESS Completed ticks: 1259 Passengers seated: 353/353 Average waiting ticks: 593.34 Longest waiting passenger: P150->11H(RIGHT) Longest waiting ticks: 1209 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3172 Maximum occupied tiles: 16 Seat events: 175 Single-blocker events: 42 Multiple-blocker events: 24 Temporary aisle reoccupations: 95 RIGHT AISLE ----------- Total moves: 2985 Maximum occupied tiles: 13 Seat events: 178 Single-blocker events: 55 Multiple-blocker events: 26 Temporary aisle reoccupations: 113 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 148 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7954 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9621 Total stationary ticks: 216298 Seat-event requests: 380 Failed seat-event starts: 27 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 784 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 27 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 784 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 69 CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG ============================================================ Date/Time: 2026-07-17 17:52:48 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 18 Scenario seed: -8332752414533420411 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.34% Aisle-assignment balance: 99.15% OUTCOME ------- Status: SUCCESS Completed ticks: 1259 Passengers seated: 353/353 Average waiting ticks: 593.34 Longest waiting passenger: P150->11H(RIGHT) Longest waiting ticks: 1209 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3172 Maximum occupied tiles: 16 Seat events: 175 Single-blocker events: 42 Multiple-blocker events: 24 Temporary aisle reoccupations: 95 RIGHT AISLE ----------- Total moves: 2985 Maximum occupied tiles: 13 Seat events: 178 Single-blocker events: 55 Multiple-blocker events: 26 Temporary aisle reoccupations: 113 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 148 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7954 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9621 Total stationary ticks: 216298 Seat-event requests: 380 Failed seat-event starts: 27 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 784 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 27 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 784 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 69 CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG ============================================================ Date/Time: 2026-07-17 17:52:48 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 19 Scenario seed: 5866349045608257533 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2347 Passengers seated: 230/235 Average waiting ticks: 400.83 Longest waiting passenger: P105->29D(RIGHT) Longest waiting ticks: 2279 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 6 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 6 Selected release potential total: 9 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1613 Regions dissolved: 2 Repeated reconstructions avoided: 1613 Largest region lifetime: 1570 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1570:occupied=5 Confirmation deferral ticks: 6 Regions reaching confirmation: 3 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1549 State changes reopening evaluation: 3 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1684 Maximum occupied tiles: 13 Seat events: 120 Single-blocker events: 26 Multiple-blocker events: 20 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 1708 Maximum occupied tiles: 12 Seat events: 110 Single-blocker events: 29 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1708 Reservations granted: 1708 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 4 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 6675 Longest unresolved passenger ID: 128 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 5 Longest dependency chain: P170(27E/RIGHT) -> P33(30G/RIGHT) -> P155(28G/RIGHT) -> P128(30F/RIGHT) -> P105(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 170 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 4 Total blocked ticks: 13109 Total stationary ticks: 103859 Seat-event requests: 1828 Failed seat-event starts: 1598 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 105 Critical blocker identity: P105->29D(RIGHT) Direct fan-out: 1 Total indirect descendants: 4 Critical tree size including blocker: 5 Critical tree depth: 5 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P105(29D/RIGHT/WAITING_FOR_SEAT_EVENT) P128(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P155(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P33(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P170(27E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1569 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 29 Rear-boundary failures: 1569 Middle-bank reservation failures: 0 Active-event deferrals: 562 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1826\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 69 CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG ============================================================ Date/Time: 2026-07-17 17:52:48 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 19 Scenario seed: 5866349045608257533 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 845 Passengers seated: 235/235 Average waiting ticks: 394.17 Longest waiting passenger: P133->5B(LEFT) Longest waiting ticks: 814 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 4 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 6 Selected release potential total: 9 Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P15:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 44 Regions dissolved: 2 Repeated reconstructions avoided: 44 Largest region lifetime: 34 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=12 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1684 Maximum occupied tiles: 13 Seat events: 120 Single-blocker events: 26 Multiple-blocker events: 20 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 1717 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 30 Multiple-blocker events: 13 Temporary aisle reoccupations: 58 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 142 Reservations granted: 142 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4251 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5354 Total stationary ticks: 96093 Seat-event requests: 264 Failed seat-event starts: 29 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 557 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 29 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 557 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 262\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 69 CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG ============================================================ Date/Time: 2026-07-17 17:52:48 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 19 Scenario seed: 5866349045608257533 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 845 Passengers seated: 235/235 Average waiting ticks: 394.17 Longest waiting passenger: P133->5B(LEFT) Longest waiting ticks: 814 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 4 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 6 Selected release potential total: 9 Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P15:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 44 Regions dissolved: 2 Repeated reconstructions avoided: 44 Largest region lifetime: 34 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=12 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1684 Maximum occupied tiles: 13 Seat events: 120 Single-blocker events: 26 Multiple-blocker events: 20 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 1717 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 30 Multiple-blocker events: 13 Temporary aisle reoccupations: 58 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 142 Reservations granted: 142 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4251 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5354 Total stationary ticks: 96093 Seat-event requests: 264 Failed seat-event starts: 29 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 557 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 29 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 557 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 262\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 69 CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG ============================================================ Date/Time: 2026-07-17 17:52:48 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 20 Scenario seed: 3658999535626094423 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: SUCCESS Completed ticks: 845 Passengers seated: 235/235 Average waiting ticks: 383.63 Longest waiting passenger: P59->4F(RIGHT) Longest waiting ticks: 835 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 25 Regions dissolved: 2 Repeated reconstructions avoided: 25 Largest region lifetime: 19 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=19 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1732 Maximum occupied tiles: 11 Seat events: 113 Single-blocker events: 37 Multiple-blocker events: 8 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1701 Maximum occupied tiles: 13 Seat events: 122 Single-blocker events: 27 Multiple-blocker events: 16 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 127 Reservations granted: 127 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4587 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5751 Total stationary ticks: 94043 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 587 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 587 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 69 CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG ============================================================ Date/Time: 2026-07-17 17:52:48 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 20 Scenario seed: 3658999535626094423 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: SUCCESS Completed ticks: 845 Passengers seated: 235/235 Average waiting ticks: 383.62 Longest waiting passenger: P59->4F(RIGHT) Longest waiting ticks: 835 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 25 Regions dissolved: 2 Repeated reconstructions avoided: 25 Largest region lifetime: 19 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=19 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1732 Maximum occupied tiles: 11 Seat events: 113 Single-blocker events: 37 Multiple-blocker events: 8 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1701 Maximum occupied tiles: 13 Seat events: 122 Single-blocker events: 27 Multiple-blocker events: 16 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 127 Reservations granted: 127 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4592 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5750 Total stationary ticks: 94042 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 583 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 583 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 69 CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG ============================================================ Date/Time: 2026-07-17 17:52:48 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 20 Scenario seed: 3658999535626094423 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: SUCCESS Completed ticks: 845 Passengers seated: 235/235 Average waiting ticks: 383.63 Longest waiting passenger: P59->4F(RIGHT) Longest waiting ticks: 835 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 25 Regions dissolved: 2 Repeated reconstructions avoided: 25 Largest region lifetime: 19 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=19 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1732 Maximum occupied tiles: 11 Seat events: 113 Single-blocker events: 37 Multiple-blocker events: 8 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1701 Maximum occupied tiles: 13 Seat events: 122 Single-blocker events: 27 Multiple-blocker events: 16 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 127 Reservations granted: 127 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4587 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5751 Total stationary ticks: 94043 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 587 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 587 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 69 CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG ============================================================ Date/Time: 2026-07-17 17:52:48 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 21 Scenario seed: 1778985705851435071 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1007 Passengers seated: 282/282 Average waiting ticks: 462.32 Longest waiting passenger: P199->4E(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 3 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 8 Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 49 Regions dissolved: 2 Repeated reconstructions avoided: 49 Largest region lifetime: 35 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=35 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2228 Maximum occupied tiles: 13 Seat events: 144 Single-blocker events: 35 Multiple-blocker events: 10 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 2144 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 37 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 103 Reservations granted: 103 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5798 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7265 Total stationary ticks: 135403 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 719 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 719 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 69 CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG ============================================================ Date/Time: 2026-07-17 17:52:48 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 21 Scenario seed: 1778985705851435071 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1007 Passengers seated: 282/282 Average waiting ticks: 462.32 Longest waiting passenger: P199->4E(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 3 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 8 Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 49 Regions dissolved: 2 Repeated reconstructions avoided: 49 Largest region lifetime: 35 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=35 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2228 Maximum occupied tiles: 13 Seat events: 144 Single-blocker events: 35 Multiple-blocker events: 10 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 2144 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 37 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 103 Reservations granted: 103 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5798 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7265 Total stationary ticks: 135403 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 719 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 719 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 69 CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG ============================================================ Date/Time: 2026-07-17 17:52:48 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 21 Scenario seed: 1778985705851435071 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1007 Passengers seated: 282/282 Average waiting ticks: 462.32 Longest waiting passenger: P199->4E(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 3 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 8 Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 49 Regions dissolved: 2 Repeated reconstructions avoided: 49 Largest region lifetime: 35 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=35 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2228 Maximum occupied tiles: 13 Seat events: 144 Single-blocker events: 35 Multiple-blocker events: 10 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 2144 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 37 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 103 Reservations granted: 103 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5798 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7265 Total stationary ticks: 135403 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 719 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 719 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 69 CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG ============================================================ Date/Time: 2026-07-17 17:52:48 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 22 Scenario seed: 4203521108576778203 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.14% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2482 Passengers seated: 270/282 Average waiting ticks: 472.84 Longest waiting passenger: P277->30F(LEFT) Longest waiting ticks: 2442 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 13 Cluster candidates evaluated: 14 Executable cluster candidates: 1 Rejected cluster candidates: 13 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 12 Selected release potential total: 2 Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1645 Regions dissolved: 1 Repeated reconstructions avoided: 1645 Largest region lifetime: 1638 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1638:occupied=12 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1562 State changes reopening evaluation: 12 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2166 Maximum occupied tiles: 17 Seat events: 132 Single-blocker events: 38 Multiple-blocker events: 13 Temporary aisle reoccupations: 64 RIGHT AISLE ----------- Total moves: 2158 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 18 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1758 Reservations granted: 1751 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 10 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 16258 Longest unresolved passenger ID: 48 Longest unresolved row: 31 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 11 Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 75 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 10 Total blocked ticks: 26140 Total stationary ticks: 153459 Seat-event requests: 1940 Failed seat-event starts: 1670 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 277 Critical blocker identity: P277->30F(LEFT) Direct fan-out: 1 Total indirect descendants: 10 Critical tree size including blocker: 11 Critical tree depth: 11 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 12 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P277(30F/LEFT/WAITING_FOR_SEAT_EVENT) P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1669 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 31|32 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: 48 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1669 Rear-boundary failures: 1 Middle-bank reservation failures: 7 Active-event deferrals: 1100 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P48->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 31|32 Current unavailable yield tiles: 31 Current yield-tile occupants: 48 Final row-event chain: 277|48 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 69 CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG ============================================================ Date/Time: 2026-07-17 17:52:48 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 22 Scenario seed: 4203521108576778203 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.14% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2482 Passengers seated: 270/282 Average waiting ticks: 472.87 Longest waiting passenger: P277->30F(LEFT) Longest waiting ticks: 2442 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 11 Cluster candidates evaluated: 12 Executable cluster candidates: 1 Rejected cluster candidates: 11 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 12 Selected release potential total: 2 Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1645 Regions dissolved: 1 Repeated reconstructions avoided: 1645 Largest region lifetime: 1638 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1638:occupied=12 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1564 State changes reopening evaluation: 10 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2166 Maximum occupied tiles: 17 Seat events: 132 Single-blocker events: 38 Multiple-blocker events: 13 Temporary aisle reoccupations: 64 RIGHT AISLE ----------- Total moves: 2158 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 18 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1758 Reservations granted: 1751 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 10 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 16243 Longest unresolved passenger ID: 48 Longest unresolved row: 31 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 11 Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 75 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 10 Total blocked ticks: 26119 Total stationary ticks: 153453 Seat-event requests: 1940 Failed seat-event starts: 1670 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 277 Critical blocker identity: P277->30F(LEFT) Direct fan-out: 1 Total indirect descendants: 10 Critical tree size including blocker: 11 Critical tree depth: 11 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 12 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P277(30F/LEFT/WAITING_FOR_SEAT_EVENT) P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1669 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 31|32 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: 48 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1669 Rear-boundary failures: 1 Middle-bank reservation failures: 7 Active-event deferrals: 1095 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P48->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 31|32 Current unavailable yield tiles: 31 Current yield-tile occupants: 48 Final row-event chain: 277|48 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 69 CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG ============================================================ Date/Time: 2026-07-17 17:52:48 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 22 Scenario seed: 4203521108576778203 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 30.14% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2482 Passengers seated: 270/282 Average waiting ticks: 472.87 Longest waiting passenger: P277->30F(LEFT) Longest waiting ticks: 2442 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 11 Cluster candidates evaluated: 12 Executable cluster candidates: 1 Rejected cluster candidates: 11 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 12 Selected release potential total: 2 Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1645 Regions dissolved: 1 Repeated reconstructions avoided: 1645 Largest region lifetime: 1638 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1638:occupied=12 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1564 State changes reopening evaluation: 10 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2166 Maximum occupied tiles: 17 Seat events: 132 Single-blocker events: 38 Multiple-blocker events: 13 Temporary aisle reoccupations: 64 RIGHT AISLE ----------- Total moves: 2158 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 18 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1758 Reservations granted: 1751 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 10 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 16243 Longest unresolved passenger ID: 48 Longest unresolved row: 31 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 11 Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 75 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 10 Total blocked ticks: 26119 Total stationary ticks: 153453 Seat-event requests: 1940 Failed seat-event starts: 1670 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 277 Critical blocker identity: P277->30F(LEFT) Direct fan-out: 1 Total indirect descendants: 10 Critical tree size including blocker: 11 Critical tree depth: 11 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 12 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P277(30F/LEFT/WAITING_FOR_SEAT_EVENT) P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1669 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 31|32 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: 48 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1669 Rear-boundary failures: 1 Middle-bank reservation failures: 7 Active-event deferrals: 1095 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P48->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 31|32 Current unavailable yield tiles: 31 Current yield-tile occupants: 48 Final row-event chain: 277|48 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 69 CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG ============================================================ Date/Time: 2026-07-17 17:52:48 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 23 Scenario seed: -3947160987031988780 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2313 Passengers seated: 230/235 Average waiting ticks: 405.99 Longest waiting passenger: P174->17F(LEFT) Longest waiting ticks: 2271 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=11 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1769 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 21 Multiple-blocker events: 9 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1662 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 30 Multiple-blocker events: 14 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1615 Reservations granted: 1615 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 6610 Longest unresolved passenger ID: 206 Longest unresolved row: 26 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 206 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 13157 Total stationary ticks: 100829 Seat-event requests: 1735 Failed seat-event starts: 1505 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 29 Critical blocker identity: P29->21A(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P29(21A/LEFT/WAITING_FOR_SEAT_EVENT) P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1505 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 3 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1505 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_SPACE_AVAILABLE Final snapshot prerequisite: YIELD_SPACE_AVAILABLE Current required blockers: 1 Current required yield tiles: 22 Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: YIELD_SPACE_AVAILABLE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 69 CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG ============================================================ Date/Time: 2026-07-17 17:52:48 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 23 Scenario seed: -3947160987031988780 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2313 Passengers seated: 230/235 Average waiting ticks: 405.99 Longest waiting passenger: P174->17F(LEFT) Longest waiting ticks: 2271 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=11 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1769 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 21 Multiple-blocker events: 9 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1662 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 30 Multiple-blocker events: 14 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1615 Reservations granted: 1615 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 6610 Longest unresolved passenger ID: 206 Longest unresolved row: 26 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 206 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 13157 Total stationary ticks: 100829 Seat-event requests: 1735 Failed seat-event starts: 1505 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 29 Critical blocker identity: P29->21A(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P29(21A/LEFT/WAITING_FOR_SEAT_EVENT) P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1505 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 3 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1505 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_SPACE_AVAILABLE Final snapshot prerequisite: YIELD_SPACE_AVAILABLE Current required blockers: 1 Current required yield tiles: 22 Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: YIELD_SPACE_AVAILABLE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 69 CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG ============================================================ Date/Time: 2026-07-17 17:52:48 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 23 Scenario seed: -3947160987031988780 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2313 Passengers seated: 230/235 Average waiting ticks: 405.99 Longest waiting passenger: P174->17F(LEFT) Longest waiting ticks: 2271 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=11 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1769 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 21 Multiple-blocker events: 9 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1662 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 30 Multiple-blocker events: 14 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1615 Reservations granted: 1615 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 6610 Longest unresolved passenger ID: 206 Longest unresolved row: 26 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 206 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 13157 Total stationary ticks: 100829 Seat-event requests: 1735 Failed seat-event starts: 1505 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 29 Critical blocker identity: P29->21A(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P29(21A/LEFT/WAITING_FOR_SEAT_EVENT) P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1505 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 3 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1505 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_SPACE_AVAILABLE Final snapshot prerequisite: YIELD_SPACE_AVAILABLE Current required blockers: 1 Current required yield tiles: 22 Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: YIELD_SPACE_AVAILABLE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 69 CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG ============================================================ Date/Time: 2026-07-17 17:52:49 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 24 Scenario seed: 4419539434258219231 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2333 Passengers seated: 233/235 Average waiting ticks: 387.31 Longest waiting passenger: P149->29D(RIGHT) Longest waiting ticks: 2259 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1678 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1737 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 24 Multiple-blocker events: 11 Temporary aisle reoccupations: 46 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1650 Reservations granted: 1646 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4313 Longest unresolved passenger ID: 20 Longest unresolved row: 29 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 20 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 8439 Total stationary ticks: 96156 Seat-event requests: 1764 Failed seat-event starts: 1531 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 149 Critical blocker identity: P149->29D(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT) P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1526 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 5 Rear-boundary failures: 1526 Middle-bank reservation failures: 4 Active-event deferrals: 545 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 69 CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG ============================================================ Date/Time: 2026-07-17 17:52:49 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 24 Scenario seed: 4419539434258219231 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2333 Passengers seated: 233/235 Average waiting ticks: 387.32 Longest waiting passenger: P149->29D(RIGHT) Longest waiting ticks: 2259 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1678 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1737 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 24 Multiple-blocker events: 11 Temporary aisle reoccupations: 46 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1650 Reservations granted: 1646 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4308 Longest unresolved passenger ID: 20 Longest unresolved row: 29 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 20 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 8438 Total stationary ticks: 96155 Seat-event requests: 1764 Failed seat-event starts: 1531 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 149 Critical blocker identity: P149->29D(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT) P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1526 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 5 Rear-boundary failures: 1526 Middle-bank reservation failures: 4 Active-event deferrals: 546 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 69 CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG ============================================================ Date/Time: 2026-07-17 17:52:49 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 24 Scenario seed: 4419539434258219231 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2333 Passengers seated: 233/235 Average waiting ticks: 387.31 Longest waiting passenger: P149->29D(RIGHT) Longest waiting ticks: 2259 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1678 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1737 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 24 Multiple-blocker events: 11 Temporary aisle reoccupations: 46 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1650 Reservations granted: 1646 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4313 Longest unresolved passenger ID: 20 Longest unresolved row: 29 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 20 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 8439 Total stationary ticks: 96156 Seat-event requests: 1764 Failed seat-event starts: 1531 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 149 Critical blocker identity: P149->29D(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT) P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1526 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 5 Rear-boundary failures: 1526 Middle-bank reservation failures: 4 Active-event deferrals: 545 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 69 CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG ============================================================ Date/Time: 2026-07-17 17:52:49 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 25 Scenario seed: 6293055855285553556 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 94.47% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2324 Passengers seated: 225/235 Average waiting ticks: 403.89 Longest waiting passenger: P83->29H(RIGHT) Longest waiting ticks: 2280 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 11 Cluster candidates evaluated: 12 Executable cluster candidates: 1 Rejected cluster candidates: 11 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 10 Selected release potential total: 2 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1684 Regions dissolved: 1 Repeated reconstructions avoided: 1684 Largest region lifetime: 1673 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1673:occupied=10 Confirmation deferral ticks: 3 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1540 State changes reopening evaluation: 10 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1568 Maximum occupied tiles: 12 Seat events: 111 Single-blocker events: 38 Multiple-blocker events: 5 Temporary aisle reoccupations: 50 RIGHT AISLE ----------- Total moves: 1823 Maximum occupied tiles: 16 Seat events: 114 Single-blocker events: 32 Multiple-blocker events: 10 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 122 Reservations granted: 120 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 8 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 12770 Longest unresolved passenger ID: 219 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 9 Longest dependency chain: P122(28F/RIGHT) -> P197(26G/RIGHT) -> P3(24H/RIGHT) -> P109(27C/RIGHT) -> P38(26C/RIGHT) -> P207(28H/RIGHT) -> P15(30H/RIGHT) -> P219(30G/RIGHT) -> P83(29H/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 122 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 8 Total blocked ticks: 20545 Total stationary ticks: 110417 Seat-event requests: 1790 Failed seat-event starts: 1565 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 83 Critical blocker identity: P83->29H(RIGHT) Direct fan-out: 1 Total indirect descendants: 8 Critical tree size including blocker: 9 Critical tree depth: 9 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 10 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P83(29H/RIGHT/WAITING_FOR_SEAT_EVENT) P219(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P15(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P207(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P38(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P109(27C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P3(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P197(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P122(28F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1565 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 123 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1565 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 677 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[123]: P123(30D/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P123->30D(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P123{seat=30D,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=623,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 30 Current unavailable yield tiles: 30 Current yield-tile occupants: 123 Final row-event chain: 83|123 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1791\nPrecedence substitutions made: 0\nDependency chains followed: 1555\nBlocked by waiting-row occupant: 1555\nSubstituted events started: 1\nOccupied-space rejections: 1566\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 69 CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG ============================================================ Date/Time: 2026-07-17 17:52:49 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 25 Scenario seed: 6293055855285553556 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 94.47% OUTCOME ------- Status: SUCCESS Completed ticks: 891 Passengers seated: 235/235 Average waiting ticks: 391.23 Longest waiting passenger: P122->28F(RIGHT) Longest waiting ticks: 823 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles8-10:occupied=3:anchor=P58:selected=P45:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1568 Maximum occupied tiles: 12 Seat events: 111 Single-blocker events: 37 Multiple-blocker events: 6 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 1846 Maximum occupied tiles: 12 Seat events: 124 Single-blocker events: 37 Multiple-blocker events: 12 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 125 Reservations granted: 123 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4149 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5109 Total stationary ticks: 95294 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 493 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 493 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 69 CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG ============================================================ Date/Time: 2026-07-17 17:52:49 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 25 Scenario seed: 6293055855285553556 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 94.47% OUTCOME ------- Status: SUCCESS Completed ticks: 891 Passengers seated: 235/235 Average waiting ticks: 391.23 Longest waiting passenger: P122->28F(RIGHT) Longest waiting ticks: 823 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles8-10:occupied=3:anchor=P58:selected=P45:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1568 Maximum occupied tiles: 12 Seat events: 111 Single-blocker events: 37 Multiple-blocker events: 6 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 1846 Maximum occupied tiles: 12 Seat events: 124 Single-blocker events: 37 Multiple-blocker events: 12 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 125 Reservations granted: 123 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4149 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5109 Total stationary ticks: 95294 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 493 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 493 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 69 CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG ============================================================ Date/Time: 2026-07-17 17:52:49 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 26 Scenario seed: -9074491549561652642 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 989 Passengers seated: 282/282 Average waiting ticks: 460.29 Longest waiting passenger: P129->11D(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2133 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 48 Multiple-blocker events: 11 Temporary aisle reoccupations: 70 RIGHT AISLE ----------- Total moves: 2221 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 42 Multiple-blocker events: 9 Temporary aisle reoccupations: 60 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 98 Reservations granted: 94 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5689 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6912 Total stationary ticks: 134633 Seat-event requests: 288 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 593 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 593 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 69 CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG ============================================================ Date/Time: 2026-07-17 17:52:49 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 26 Scenario seed: -9074491549561652642 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 989 Passengers seated: 282/282 Average waiting ticks: 460.30 Longest waiting passenger: P129->11D(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2133 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 48 Multiple-blocker events: 11 Temporary aisle reoccupations: 70 RIGHT AISLE ----------- Total moves: 2221 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 42 Multiple-blocker events: 9 Temporary aisle reoccupations: 60 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 98 Reservations granted: 94 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5694 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6912 Total stationary ticks: 134633 Seat-event requests: 288 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 595 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 595 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 69 CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG ============================================================ Date/Time: 2026-07-17 17:52:49 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 26 Scenario seed: -9074491549561652642 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 989 Passengers seated: 282/282 Average waiting ticks: 460.29 Longest waiting passenger: P129->11D(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2133 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 48 Multiple-blocker events: 11 Temporary aisle reoccupations: 70 RIGHT AISLE ----------- Total moves: 2221 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 42 Multiple-blocker events: 9 Temporary aisle reoccupations: 60 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 98 Reservations granted: 94 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5689 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6912 Total stationary ticks: 134633 Seat-event requests: 288 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 593 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 593 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 69 CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG ============================================================ Date/Time: 2026-07-17 17:52:49 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 27 Scenario seed: -9036946652584501975 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2336 Passengers seated: 229/235 Average waiting ticks: 417.88 Longest waiting passenger: P71->8C(RIGHT) Longest waiting ticks: 2318 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1532 Regions dissolved: 1 Repeated reconstructions avoided: 1532 Largest region lifetime: 1521 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1521:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1518 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1681 Maximum occupied tiles: 12 Seat events: 117 Single-blocker events: 32 Multiple-blocker events: 11 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1689 Maximum occupied tiles: 11 Seat events: 112 Single-blocker events: 29 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1651 Reservations granted: 1647 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 5160 Longest unresolved passenger ID: 129 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 186 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14019 Total stationary ticks: 105901 Seat-event requests: 1762 Failed seat-event starts: 1533 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 71 Critical blocker identity: P71->8C(RIGHT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 6 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT) P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1533 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 9|10|11 Critical blocker unavailable yield tiles: 11 Critical blocker yield-tile occupants: 129 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1533 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 512 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P78->12H(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 9|10|11 Current unavailable yield tiles: 11 Current yield-tile occupants: 129 Final row-event chain: 71|129|78 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 69 CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG ============================================================ Date/Time: 2026-07-17 17:52:49 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 27 Scenario seed: -9036946652584501975 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2336 Passengers seated: 229/235 Average waiting ticks: 417.88 Longest waiting passenger: P71->8C(RIGHT) Longest waiting ticks: 2318 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1532 Regions dissolved: 1 Repeated reconstructions avoided: 1532 Largest region lifetime: 1521 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1521:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1518 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1681 Maximum occupied tiles: 12 Seat events: 117 Single-blocker events: 32 Multiple-blocker events: 11 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1689 Maximum occupied tiles: 11 Seat events: 112 Single-blocker events: 29 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1651 Reservations granted: 1647 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 5160 Longest unresolved passenger ID: 129 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 186 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14019 Total stationary ticks: 105901 Seat-event requests: 1762 Failed seat-event starts: 1533 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 71 Critical blocker identity: P71->8C(RIGHT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 6 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT) P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1533 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 9|10|11 Critical blocker unavailable yield tiles: 11 Critical blocker yield-tile occupants: 129 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1533 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 512 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P78->12H(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 9|10|11 Current unavailable yield tiles: 11 Current yield-tile occupants: 129 Final row-event chain: 71|129|78 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 69 CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG ============================================================ Date/Time: 2026-07-17 17:52:49 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 27 Scenario seed: -9036946652584501975 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2336 Passengers seated: 229/235 Average waiting ticks: 417.88 Longest waiting passenger: P71->8C(RIGHT) Longest waiting ticks: 2318 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1532 Regions dissolved: 1 Repeated reconstructions avoided: 1532 Largest region lifetime: 1521 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1521:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1518 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1681 Maximum occupied tiles: 12 Seat events: 117 Single-blocker events: 32 Multiple-blocker events: 11 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1689 Maximum occupied tiles: 11 Seat events: 112 Single-blocker events: 29 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1651 Reservations granted: 1647 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 5160 Longest unresolved passenger ID: 129 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 186 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14019 Total stationary ticks: 105901 Seat-event requests: 1762 Failed seat-event starts: 1533 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 71 Critical blocker identity: P71->8C(RIGHT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 6 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT) P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1533 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 9|10|11 Critical blocker unavailable yield tiles: 11 Critical blocker yield-tile occupants: 129 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1533 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 512 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P78->12H(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 9|10|11 Current unavailable yield tiles: 11 Current yield-tile occupants: 129 Final row-event chain: 71|129|78 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 69 CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG ============================================================ Date/Time: 2026-07-17 17:52:49 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 28 Scenario seed: 3854657311787069719 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 99.57% OUTCOME ------- Status: SUCCESS Completed ticks: 846 Passengers seated: 235/235 Average waiting ticks: 387.29 Longest waiting passenger: P209->24H(RIGHT) Longest waiting ticks: 791 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 17 Regions dissolved: 1 Repeated reconstructions avoided: 17 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=18 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1630 Maximum occupied tiles: 11 Seat events: 117 Single-blocker events: 29 Multiple-blocker events: 8 Temporary aisle reoccupations: 46 RIGHT AISLE ----------- Total moves: 1792 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 34 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 130 Reservations granted: 128 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4304 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5385 Total stationary ticks: 94620 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 509 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 509 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 69 CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG ============================================================ Date/Time: 2026-07-17 17:52:49 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 28 Scenario seed: 3854657311787069719 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 99.57% OUTCOME ------- Status: SUCCESS Completed ticks: 846 Passengers seated: 235/235 Average waiting ticks: 387.29 Longest waiting passenger: P209->24H(RIGHT) Longest waiting ticks: 791 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 17 Regions dissolved: 1 Repeated reconstructions avoided: 17 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=18 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1630 Maximum occupied tiles: 11 Seat events: 117 Single-blocker events: 29 Multiple-blocker events: 8 Temporary aisle reoccupations: 46 RIGHT AISLE ----------- Total moves: 1792 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 34 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 130 Reservations granted: 128 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4303 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5384 Total stationary ticks: 94620 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 509 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 509 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 69 CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG ============================================================ Date/Time: 2026-07-17 17:52:49 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 28 Scenario seed: 3854657311787069719 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 99.57% OUTCOME ------- Status: SUCCESS Completed ticks: 846 Passengers seated: 235/235 Average waiting ticks: 387.29 Longest waiting passenger: P209->24H(RIGHT) Longest waiting ticks: 791 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 17 Regions dissolved: 1 Repeated reconstructions avoided: 17 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=18 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1630 Maximum occupied tiles: 11 Seat events: 117 Single-blocker events: 29 Multiple-blocker events: 8 Temporary aisle reoccupations: 46 RIGHT AISLE ----------- Total moves: 1792 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 34 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 130 Reservations granted: 128 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4304 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5385 Total stationary ticks: 94620 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 509 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 509 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 69 CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG ============================================================ Date/Time: 2026-07-17 17:52:49 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 29 Scenario seed: -4567754299527007339 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 91.06% OUTCOME ------- Status: SUCCESS Completed ticks: 902 Passengers seated: 235/235 Average waiting ticks: 390.21 Longest waiting passenger: P72->10D(LEFT) Longest waiting ticks: 865 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 21 Regions dissolved: 1 Repeated reconstructions avoided: 21 Largest region lifetime: 22 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=22 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1777 Maximum occupied tiles: 11 Seat events: 128 Single-blocker events: 25 Multiple-blocker events: 19 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 1611 Maximum occupied tiles: 11 Seat events: 107 Single-blocker events: 31 Multiple-blocker events: 4 Temporary aisle reoccupations: 39 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 128 Reservations granted: 125 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4209 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5267 Total stationary ticks: 95173 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 540 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 69 CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG ============================================================ Date/Time: 2026-07-17 17:52:49 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 29 Scenario seed: -4567754299527007339 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 91.06% OUTCOME ------- Status: SUCCESS Completed ticks: 902 Passengers seated: 235/235 Average waiting ticks: 390.21 Longest waiting passenger: P72->10D(LEFT) Longest waiting ticks: 865 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 21 Regions dissolved: 1 Repeated reconstructions avoided: 21 Largest region lifetime: 22 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=22 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1777 Maximum occupied tiles: 11 Seat events: 128 Single-blocker events: 25 Multiple-blocker events: 19 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 1611 Maximum occupied tiles: 11 Seat events: 107 Single-blocker events: 31 Multiple-blocker events: 4 Temporary aisle reoccupations: 39 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 128 Reservations granted: 125 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4209 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5267 Total stationary ticks: 95173 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 540 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 69 CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG ============================================================ Date/Time: 2026-07-17 17:52:49 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 29 Scenario seed: -4567754299527007339 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 91.06% OUTCOME ------- Status: SUCCESS Completed ticks: 902 Passengers seated: 235/235 Average waiting ticks: 390.21 Longest waiting passenger: P72->10D(LEFT) Longest waiting ticks: 865 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 21 Regions dissolved: 1 Repeated reconstructions avoided: 21 Largest region lifetime: 22 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=22 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1777 Maximum occupied tiles: 11 Seat events: 128 Single-blocker events: 25 Multiple-blocker events: 19 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 1611 Maximum occupied tiles: 11 Seat events: 107 Single-blocker events: 31 Multiple-blocker events: 4 Temporary aisle reoccupations: 39 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 128 Reservations granted: 125 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4209 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5267 Total stationary ticks: 95173 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 540 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 69 CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG ============================================================ Date/Time: 2026-07-17 17:52:49 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 30 Scenario seed: 3367915316291643157 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 869 Passengers seated: 235/235 Average waiting ticks: 394.64 Longest waiting passenger: P74->3A(LEFT) Longest waiting ticks: 817 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1723 Maximum occupied tiles: 11 Seat events: 119 Single-blocker events: 29 Multiple-blocker events: 14 Temporary aisle reoccupations: 61 RIGHT AISLE ----------- Total moves: 1665 Maximum occupied tiles: 11 Seat events: 116 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 124 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3914 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5047 Total stationary ticks: 95938 Seat-event requests: 243 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 572 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 7 Active-event deferrals: 572 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 69 CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG ============================================================ Date/Time: 2026-07-17 17:52:49 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 30 Scenario seed: 3367915316291643157 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 869 Passengers seated: 235/235 Average waiting ticks: 394.64 Longest waiting passenger: P74->3A(LEFT) Longest waiting ticks: 817 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1723 Maximum occupied tiles: 11 Seat events: 119 Single-blocker events: 29 Multiple-blocker events: 14 Temporary aisle reoccupations: 61 RIGHT AISLE ----------- Total moves: 1665 Maximum occupied tiles: 11 Seat events: 116 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 124 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3914 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5047 Total stationary ticks: 95938 Seat-event requests: 243 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 572 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 7 Active-event deferrals: 572 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 69 CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG ============================================================ Date/Time: 2026-07-17 17:52:49 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 30 Scenario seed: 3367915316291643157 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 869 Passengers seated: 235/235 Average waiting ticks: 394.64 Longest waiting passenger: P74->3A(LEFT) Longest waiting ticks: 817 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1723 Maximum occupied tiles: 11 Seat events: 119 Single-blocker events: 29 Multiple-blocker events: 14 Temporary aisle reoccupations: 61 RIGHT AISLE ----------- Total moves: 1665 Maximum occupied tiles: 11 Seat events: 116 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 124 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3914 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5047 Total stationary ticks: 95938 Seat-event requests: 243 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 572 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 7 Active-event deferrals: 572 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n ************************************************************ BATCH EXPERIMENT SUMMARY RESEARCH EXPERIMENT 69 CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG ************************************************************ Experiment seed: 9783790101901 Scenarios executed: 90 Successful completions: 66 Incomplete/MAX_TICKS: 24 Average completed ticks: 1367.00 Average waiting ticks: 460.14 ************************************************************ ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 70 OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING ============================================================ Date/Time: 2026-07-17 18:25:57 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 1 Scenario seed: 3055370766012738473 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 842 Passengers seated: 235/235 Average waiting ticks: 381.71 Longest waiting passenger: P14->4G(RIGHT) Longest waiting ticks: 802 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 31 Regions dissolved: 3 Repeated reconstructions avoided: 31 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 0 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1605 Maximum occupied tiles: 13 Seat events: 114 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 56 RIGHT AISLE ----------- Total moves: 1759 Maximum occupied tiles: 13 Seat events: 121 Single-blocker events: 28 Multiple-blocker events: 11 Temporary aisle reoccupations: 53 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 129 Reservations granted: 129 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4378 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5526 Total stationary ticks: 93373 Seat-event requests: 249 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 592 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 592 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 70 OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING ============================================================ Date/Time: 2026-07-17 18:25:57 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 1 Scenario seed: 3055370766012738473 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 842 Passengers seated: 235/235 Average waiting ticks: 381.71 Longest waiting passenger: P14->4G(RIGHT) Longest waiting ticks: 802 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 31 Regions dissolved: 3 Repeated reconstructions avoided: 31 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 0 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1605 Maximum occupied tiles: 13 Seat events: 114 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 56 RIGHT AISLE ----------- Total moves: 1759 Maximum occupied tiles: 13 Seat events: 121 Single-blocker events: 28 Multiple-blocker events: 11 Temporary aisle reoccupations: 53 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 129 Reservations granted: 129 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4378 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5526 Total stationary ticks: 93373 Seat-event requests: 249 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 592 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 592 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 70 OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING ============================================================ Date/Time: 2026-07-17 18:25:57 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 1 Scenario seed: 3055370766012738473 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 842 Passengers seated: 235/235 Average waiting ticks: 381.71 Longest waiting passenger: P14->4G(RIGHT) Longest waiting ticks: 802 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 31 Regions dissolved: 3 Repeated reconstructions avoided: 31 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 0 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1605 Maximum occupied tiles: 13 Seat events: 114 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 56 RIGHT AISLE ----------- Total moves: 1759 Maximum occupied tiles: 13 Seat events: 121 Single-blocker events: 28 Multiple-blocker events: 11 Temporary aisle reoccupations: 53 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 129 Reservations granted: 129 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4378 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5526 Total stationary ticks: 93373 Seat-event requests: 249 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 592 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 592 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 70 OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING ============================================================ Date/Time: 2026-07-17 18:25:57 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 2 Scenario seed: -5861873949581201790 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 461.78 Longest waiting passenger: P176->13G(RIGHT) Longest waiting ticks: 940 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2124 Maximum occupied tiles: 12 Seat events: 140 Single-blocker events: 52 Multiple-blocker events: 12 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2238 Maximum occupied tiles: 13 Seat events: 142 Single-blocker events: 33 Multiple-blocker events: 24 Temporary aisle reoccupations: 81 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 99 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5604 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6986 Total stationary ticks: 134989 Seat-event requests: 296 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 657 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 657 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 70 OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING ============================================================ Date/Time: 2026-07-17 18:25:57 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 2 Scenario seed: -5861873949581201790 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 461.78 Longest waiting passenger: P176->13G(RIGHT) Longest waiting ticks: 940 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2124 Maximum occupied tiles: 12 Seat events: 140 Single-blocker events: 52 Multiple-blocker events: 12 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2238 Maximum occupied tiles: 13 Seat events: 142 Single-blocker events: 33 Multiple-blocker events: 24 Temporary aisle reoccupations: 81 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 99 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5604 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6986 Total stationary ticks: 134989 Seat-event requests: 296 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 657 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 657 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 70 OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING ============================================================ Date/Time: 2026-07-17 18:25:57 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 2 Scenario seed: -5861873949581201790 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 461.78 Longest waiting passenger: P176->13G(RIGHT) Longest waiting ticks: 940 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2124 Maximum occupied tiles: 12 Seat events: 140 Single-blocker events: 52 Multiple-blocker events: 12 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2238 Maximum occupied tiles: 13 Seat events: 142 Single-blocker events: 33 Multiple-blocker events: 24 Temporary aisle reoccupations: 81 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 101 Reservations granted: 99 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5604 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6986 Total stationary ticks: 134989 Seat-event requests: 296 Failed seat-event starts: 14 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 657 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 14 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 657 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 70 OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING ============================================================ Date/Time: 2026-07-17 18:25:57 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 3 Scenario seed: 6413959567787430862 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 99.72% OUTCOME ------- Status: SUCCESS Completed ticks: 1255 Passengers seated: 353/353 Average waiting ticks: 584.28 Longest waiting passenger: P110->21D(LEFT) Longest waiting ticks: 1200 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 51 Regions dissolved: 4 Repeated reconstructions avoided: 51 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=11 Confirmation deferral ticks: 5 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3168 Maximum occupied tiles: 14 Seat events: 177 Single-blocker events: 45 Multiple-blocker events: 29 Temporary aisle reoccupations: 109 RIGHT AISLE ----------- Total moves: 3052 Maximum occupied tiles: 13 Seat events: 176 Single-blocker events: 53 Multiple-blocker events: 27 Temporary aisle reoccupations: 112 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 159 Reservations granted: 157 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8069 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9772 Total stationary ticks: 213222 Seat-event requests: 381 Failed seat-event starts: 28 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 782 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 28 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 782 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 70 OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING ============================================================ Date/Time: 2026-07-17 18:25:57 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 3 Scenario seed: 6413959567787430862 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 99.72% OUTCOME ------- Status: SUCCESS Completed ticks: 1255 Passengers seated: 353/353 Average waiting ticks: 584.23 Longest waiting passenger: P110->21D(LEFT) Longest waiting ticks: 1200 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 51 Regions dissolved: 4 Repeated reconstructions avoided: 51 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=11 Confirmation deferral ticks: 5 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3168 Maximum occupied tiles: 14 Seat events: 177 Single-blocker events: 45 Multiple-blocker events: 29 Temporary aisle reoccupations: 109 RIGHT AISLE ----------- Total moves: 3052 Maximum occupied tiles: 13 Seat events: 176 Single-blocker events: 53 Multiple-blocker events: 27 Temporary aisle reoccupations: 112 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 159 Reservations granted: 157 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8079 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9784 Total stationary ticks: 213224 Seat-event requests: 381 Failed seat-event starts: 28 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 775 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 28 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 775 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 70 OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING ============================================================ Date/Time: 2026-07-17 18:25:57 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 3 Scenario seed: 6413959567787430862 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 99.72% OUTCOME ------- Status: SUCCESS Completed ticks: 1255 Passengers seated: 353/353 Average waiting ticks: 584.23 Longest waiting passenger: P110->21D(LEFT) Longest waiting ticks: 1200 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 4 Clusters detected: 4 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 4 Region updates: 51 Regions dissolved: 4 Repeated reconstructions avoided: 51 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R4:lifetime=11 Confirmation deferral ticks: 5 Regions reaching confirmation: 1 Regions dissolved before confirmation: 3 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3168 Maximum occupied tiles: 14 Seat events: 177 Single-blocker events: 45 Multiple-blocker events: 29 Temporary aisle reoccupations: 109 RIGHT AISLE ----------- Total moves: 3052 Maximum occupied tiles: 13 Seat events: 176 Single-blocker events: 53 Multiple-blocker events: 27 Temporary aisle reoccupations: 112 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 159 Reservations granted: 157 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8079 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9784 Total stationary ticks: 213224 Seat-event requests: 381 Failed seat-event starts: 28 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 775 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 28 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 775 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 70 OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING ============================================================ Date/Time: 2026-07-17 18:25:57 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 4 Scenario seed: -6874954252876456991 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2294 Passengers seated: 169/235 Average waiting ticks: 811.85 Longest waiting passenger: P2->16C(RIGHT) Longest waiting ticks: 2294 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 4 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1889 Regions dissolved: 0 Repeated reconstructions avoided: 1889 Largest region lifetime: 1890 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1890:occupied=4 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1887 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1607 Maximum occupied tiles: 13 Seat events: 113 Single-blocker events: 31 Multiple-blocker events: 9 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 914 Maximum occupied tiles: 12 Seat events: 56 Single-blocker events: 9 Multiple-blocker events: 1 Temporary aisle reoccupations: 11 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1981 Reservations granted: 1976 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 57 Remaining moving in aisle: 6 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 11640 Longest unresolved passenger ID: 2 Longest unresolved row: 16 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 109 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 6 Total blocked ticks: 20936 Total stationary ticks: 204785 Seat-event requests: 2064 Failed seat-event starts: 1895 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 169 Critical blocker identity: P169->4C(RIGHT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 9 Unresolved outside passengers: 57 Unresolved internal passengers outside critical tree: 5 Critical blocker tree: P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT) P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1895 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 5|6|7 Critical blocker unavailable yield tiles: 7 Critical blocker yield-tile occupants: 165 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1895 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 388 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P53->8E(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 5|6|7 Current unavailable yield tiles: 7 Current yield-tile occupants: 165 Final row-event chain: 169|165|53 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 70 OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING ============================================================ Date/Time: 2026-07-17 18:25:57 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 4 Scenario seed: -6874954252876456991 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2294 Passengers seated: 169/235 Average waiting ticks: 811.85 Longest waiting passenger: P2->16C(RIGHT) Longest waiting ticks: 2294 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 4 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1889 Regions dissolved: 0 Repeated reconstructions avoided: 1889 Largest region lifetime: 1890 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1890:occupied=4 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1887 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1607 Maximum occupied tiles: 13 Seat events: 113 Single-blocker events: 31 Multiple-blocker events: 9 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 914 Maximum occupied tiles: 12 Seat events: 56 Single-blocker events: 9 Multiple-blocker events: 1 Temporary aisle reoccupations: 11 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1981 Reservations granted: 1976 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 57 Remaining moving in aisle: 6 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 11640 Longest unresolved passenger ID: 2 Longest unresolved row: 16 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 109 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 6 Total blocked ticks: 20922 Total stationary ticks: 204781 Seat-event requests: 2064 Failed seat-event starts: 1895 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 169 Critical blocker identity: P169->4C(RIGHT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 9 Unresolved outside passengers: 57 Unresolved internal passengers outside critical tree: 5 Critical blocker tree: P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT) P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1895 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 5|6|7 Critical blocker unavailable yield tiles: 7 Critical blocker yield-tile occupants: 165 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1895 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 380 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P53->8E(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 5|6|7 Current unavailable yield tiles: 7 Current yield-tile occupants: 165 Final row-event chain: 169|165|53 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 70 OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING ============================================================ Date/Time: 2026-07-17 18:25:57 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 4 Scenario seed: -6874954252876456991 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2294 Passengers seated: 169/235 Average waiting ticks: 811.85 Longest waiting passenger: P2->16C(RIGHT) Longest waiting ticks: 2294 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 4 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1889 Regions dissolved: 0 Repeated reconstructions avoided: 1889 Largest region lifetime: 1890 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1890:occupied=4 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1887 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1607 Maximum occupied tiles: 13 Seat events: 113 Single-blocker events: 31 Multiple-blocker events: 9 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 914 Maximum occupied tiles: 12 Seat events: 56 Single-blocker events: 9 Multiple-blocker events: 1 Temporary aisle reoccupations: 11 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1981 Reservations granted: 1976 Reservations denied/waited: 5 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 57 Remaining moving in aisle: 6 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 11640 Longest unresolved passenger ID: 2 Longest unresolved row: 16 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 4 Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 109 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 6 Total blocked ticks: 20936 Total stationary ticks: 204785 Seat-event requests: 2064 Failed seat-event starts: 1895 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 169 Critical blocker identity: P169->4C(RIGHT) Direct fan-out: 1 Total indirect descendants: 3 Critical tree size including blocker: 4 Critical tree depth: 4 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 9 Unresolved outside passengers: 57 Unresolved internal passengers outside critical tree: 5 Critical blocker tree: P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT) P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1895 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 5|6|7 Critical blocker unavailable yield tiles: 7 Critical blocker yield-tile occupants: 165 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1895 Rear-boundary failures: 0 Middle-bank reservation failures: 5 Active-event deferrals: 388 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P53->8E(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 5|6|7 Current unavailable yield tiles: 7 Current yield-tile occupants: 165 Final row-event chain: 169|165|53 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 70 OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING ============================================================ Date/Time: 2026-07-17 18:25:57 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 5 Scenario seed: -3861213001347413166 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1037 Passengers seated: 282/282 Average waiting ticks: 463.27 Longest waiting passenger: P14->18D(LEFT) Longest waiting ticks: 988 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2266 Maximum occupied tiles: 13 Seat events: 148 Single-blocker events: 41 Multiple-blocker events: 16 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 2110 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 45 Multiple-blocker events: 14 Temporary aisle reoccupations: 73 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 95 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5619 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6814 Total stationary ticks: 135338 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 584 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 584 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 70 OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING ============================================================ Date/Time: 2026-07-17 18:25:57 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 5 Scenario seed: -3861213001347413166 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1037 Passengers seated: 282/282 Average waiting ticks: 463.27 Longest waiting passenger: P14->18D(LEFT) Longest waiting ticks: 988 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2266 Maximum occupied tiles: 13 Seat events: 148 Single-blocker events: 41 Multiple-blocker events: 16 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 2110 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 45 Multiple-blocker events: 14 Temporary aisle reoccupations: 73 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 95 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5619 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6814 Total stationary ticks: 135338 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 584 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 584 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 70 OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING ============================================================ Date/Time: 2026-07-17 18:25:57 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 5 Scenario seed: -3861213001347413166 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1037 Passengers seated: 282/282 Average waiting ticks: 463.27 Longest waiting passenger: P14->18D(LEFT) Longest waiting ticks: 988 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2266 Maximum occupied tiles: 13 Seat events: 148 Single-blocker events: 41 Multiple-blocker events: 16 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 2110 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 45 Multiple-blocker events: 14 Temporary aisle reoccupations: 73 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 95 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5619 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6814 Total stationary ticks: 135338 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 584 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 584 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 70 OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING ============================================================ Date/Time: 2026-07-17 18:25:57 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 6 Scenario seed: 5232186905524502075 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 94.47% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2349 Passengers seated: 226/235 Average waiting ticks: 412.04 Longest waiting passenger: P148->22D(RIGHT) Longest waiting ticks: 2308 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 10 Cluster candidates evaluated: 3 Executable cluster candidates: 1 Rejected cluster candidates: 2 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 9 Selected release potential total: 5 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1602 Regions dissolved: 2 Repeated reconstructions avoided: 1602 Largest region lifetime: 1574 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1574:occupied=9 Confirmation deferral ticks: 5 Regions reaching confirmation: 2 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1520 State changes reopening evaluation: 9 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1534 Maximum occupied tiles: 11 Seat events: 111 Single-blocker events: 33 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1850 Maximum occupied tiles: 13 Seat events: 115 Single-blocker events: 25 Multiple-blocker events: 11 Temporary aisle reoccupations: 49 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1668 Reservations granted: 1665 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 7 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 11128 Longest unresolved passenger ID: 198 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 7 Longest dependency chain: P102(27G/RIGHT) -> P111(26C/RIGHT) -> P180(26D/RIGHT) -> P228(28H/RIGHT) -> P123(29E/RIGHT) -> P198(30F/RIGHT) -> P69(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 102 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 7 Total blocked ticks: 18631 Total stationary ticks: 110660 Seat-event requests: 1780 Failed seat-event starts: 1554 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 69 Critical blocker identity: P69->29C(RIGHT) Direct fan-out: 1 Total indirect descendants: 6 Critical tree size including blocker: 7 Critical tree depth: 7 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 9 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P69(29C/RIGHT/WAITING_FOR_SEAT_EVENT) P198(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P123(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P228(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P180(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P111(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P102(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1519 Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1519 Rear-boundary failures: 35 Middle-bank reservation failures: 3 Active-event deferrals: 539 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1782\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1522\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 70 OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING ============================================================ Date/Time: 2026-07-17 18:25:57 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 6 Scenario seed: 5232186905524502075 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 94.47% OUTCOME ------- Status: SUCCESS Completed ticks: 892 Passengers seated: 235/235 Average waiting ticks: 399.84 Longest waiting passenger: P204->17E(RIGHT) Longest waiting ticks: 844 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 6 Selected release potential total: 5 Last cluster decision: RIGHT:tiles8-13:occupied=6:anchor=P172:selected=P162:directReleases=0:releasePotential=5 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 29 Regions dissolved: 2 Repeated reconstructions avoided: 29 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1534 Maximum occupied tiles: 11 Seat events: 111 Single-blocker events: 33 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1872 Maximum occupied tiles: 11 Seat events: 124 Single-blocker events: 28 Multiple-blocker events: 15 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 134 Reservations granted: 131 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3993 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4927 Total stationary ticks: 97124 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 507 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 507 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 70 OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING ============================================================ Date/Time: 2026-07-17 18:25:57 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 6 Scenario seed: 5232186905524502075 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 94.47% OUTCOME ------- Status: SUCCESS Completed ticks: 892 Passengers seated: 235/235 Average waiting ticks: 399.84 Longest waiting passenger: P204->17E(RIGHT) Longest waiting ticks: 844 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 6 Selected release potential total: 5 Last cluster decision: RIGHT:tiles8-13:occupied=6:anchor=P172:selected=P162:directReleases=0:releasePotential=5 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 29 Regions dissolved: 2 Repeated reconstructions avoided: 29 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=18 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1534 Maximum occupied tiles: 11 Seat events: 111 Single-blocker events: 33 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1872 Maximum occupied tiles: 11 Seat events: 124 Single-blocker events: 28 Multiple-blocker events: 15 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 134 Reservations granted: 131 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3993 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 4927 Total stationary ticks: 97124 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 507 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 507 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 70 OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING ============================================================ Date/Time: 2026-07-17 18:25:57 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 7 Scenario seed: -6941493034642023543 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 95.75% OUTCOME ------- Status: SUCCESS Completed ticks: 1320 Passengers seated: 353/353 Average waiting ticks: 603.76 Longest waiting passenger: P99->23G(LEFT) Longest waiting ticks: 1270 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3201 Maximum occupied tiles: 15 Seat events: 184 Single-blocker events: 48 Multiple-blocker events: 27 Temporary aisle reoccupations: 104 RIGHT AISLE ----------- Total moves: 2947 Maximum occupied tiles: 13 Seat events: 169 Single-blocker events: 50 Multiple-blocker events: 21 Temporary aisle reoccupations: 95 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 152 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6822 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8389 Total stationary ticks: 218685 Seat-event requests: 375 Failed seat-event starts: 22 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 864 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 22 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 864 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 70 OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING ============================================================ Date/Time: 2026-07-17 18:25:57 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 7 Scenario seed: -6941493034642023543 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 95.75% OUTCOME ------- Status: SUCCESS Completed ticks: 1320 Passengers seated: 353/353 Average waiting ticks: 603.79 Longest waiting passenger: P99->23G(LEFT) Longest waiting ticks: 1270 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3201 Maximum occupied tiles: 15 Seat events: 184 Single-blocker events: 48 Multiple-blocker events: 27 Temporary aisle reoccupations: 104 RIGHT AISLE ----------- Total moves: 2947 Maximum occupied tiles: 13 Seat events: 169 Single-blocker events: 50 Multiple-blocker events: 21 Temporary aisle reoccupations: 95 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 152 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6817 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8387 Total stationary ticks: 218684 Seat-event requests: 374 Failed seat-event starts: 21 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 871 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 21 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 871 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 374\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 70 OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING ============================================================ Date/Time: 2026-07-17 18:25:57 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 7 Scenario seed: -6941493034642023543 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 95.75% OUTCOME ------- Status: SUCCESS Completed ticks: 1320 Passengers seated: 353/353 Average waiting ticks: 603.76 Longest waiting passenger: P99->23G(LEFT) Longest waiting ticks: 1270 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3201 Maximum occupied tiles: 15 Seat events: 184 Single-blocker events: 48 Multiple-blocker events: 27 Temporary aisle reoccupations: 104 RIGHT AISLE ----------- Total moves: 2947 Maximum occupied tiles: 13 Seat events: 169 Single-blocker events: 50 Multiple-blocker events: 21 Temporary aisle reoccupations: 95 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 152 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 6822 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 8389 Total stationary ticks: 218685 Seat-event requests: 375 Failed seat-event starts: 22 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 864 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 22 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 864 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 70 OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING ============================================================ Date/Time: 2026-07-17 18:25:57 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 8 Scenario seed: -8554465769121675260 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 861 Passengers seated: 235/235 Average waiting ticks: 382.57 Longest waiting passenger: P23->28C(RIGHT) Longest waiting ticks: 816 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1693 Maximum occupied tiles: 14 Seat events: 114 Single-blocker events: 26 Multiple-blocker events: 13 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 1699 Maximum occupied tiles: 12 Seat events: 121 Single-blocker events: 35 Multiple-blocker events: 11 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 125 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4487 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5649 Total stationary ticks: 93738 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 539 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 539 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 70 OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING ============================================================ Date/Time: 2026-07-17 18:25:57 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 8 Scenario seed: -8554465769121675260 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 861 Passengers seated: 235/235 Average waiting ticks: 382.62 Longest waiting passenger: P23->28C(RIGHT) Longest waiting ticks: 816 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1693 Maximum occupied tiles: 14 Seat events: 114 Single-blocker events: 26 Multiple-blocker events: 13 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 1699 Maximum occupied tiles: 12 Seat events: 121 Single-blocker events: 35 Multiple-blocker events: 11 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 125 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4472 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5637 Total stationary ticks: 93736 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 542 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 542 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 70 OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING ============================================================ Date/Time: 2026-07-17 18:25:57 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 8 Scenario seed: -8554465769121675260 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.02% OUTCOME ------- Status: SUCCESS Completed ticks: 861 Passengers seated: 235/235 Average waiting ticks: 382.62 Longest waiting passenger: P23->28C(RIGHT) Longest waiting ticks: 816 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1693 Maximum occupied tiles: 14 Seat events: 114 Single-blocker events: 26 Multiple-blocker events: 13 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 1699 Maximum occupied tiles: 12 Seat events: 121 Single-blocker events: 35 Multiple-blocker events: 11 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 125 Reservations denied/waited: 6 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4472 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5637 Total stationary ticks: 93736 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 542 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 6 Active-event deferrals: 542 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 70 OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING ============================================================ Date/Time: 2026-07-17 18:25:57 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 9 Scenario seed: 5225839747377591732 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1015 Passengers seated: 282/282 Average waiting ticks: 466.34 Longest waiting passenger: P68->23A(LEFT) Longest waiting ticks: 960 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2100 Maximum occupied tiles: 11 Seat events: 144 Single-blocker events: 44 Multiple-blocker events: 12 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 2256 Maximum occupied tiles: 12 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 13 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 102 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5299 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6604 Total stationary ticks: 135920 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 691 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 691 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 70 OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING ============================================================ Date/Time: 2026-07-17 18:25:57 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 9 Scenario seed: 5225839747377591732 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1015 Passengers seated: 282/282 Average waiting ticks: 466.34 Longest waiting passenger: P68->23A(LEFT) Longest waiting ticks: 960 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2100 Maximum occupied tiles: 11 Seat events: 144 Single-blocker events: 44 Multiple-blocker events: 12 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 2256 Maximum occupied tiles: 12 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 13 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 102 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5299 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6604 Total stationary ticks: 135920 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 691 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 691 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 70 OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING ============================================================ Date/Time: 2026-07-17 18:25:57 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 9 Scenario seed: 5225839747377591732 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1015 Passengers seated: 282/282 Average waiting ticks: 466.34 Longest waiting passenger: P68->23A(LEFT) Longest waiting ticks: 960 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2100 Maximum occupied tiles: 11 Seat events: 144 Single-blocker events: 44 Multiple-blocker events: 12 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 2256 Maximum occupied tiles: 12 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 13 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 102 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5299 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6604 Total stationary ticks: 135920 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 691 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 691 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 70 OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING ============================================================ Date/Time: 2026-07-17 18:25:57 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 10 Scenario seed: 1939935009979591158 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2369 Passengers seated: 232/235 Average waiting ticks: 394.61 Longest waiting passenger: P8->28F(LEFT) Longest waiting ticks: 2299 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1636 Regions dissolved: 2 Repeated reconstructions avoided: 1636 Largest region lifetime: 1601 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1601:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1584 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 12 Seat events: 110 Single-blocker events: 30 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1757 Maximum occupied tiles: 11 Seat events: 122 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1714 Reservations granted: 1714 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 2 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4339 Longest unresolved passenger ID: 15 Longest unresolved row: 28 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 121 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 2 Total blocked ticks: 10065 Total stationary ticks: 99506 Seat-event requests: 1830 Failed seat-event starts: 1598 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 8 Critical blocker identity: P8->28F(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P8(28F/LEFT/WAITING_FOR_SEAT_EVENT) P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1587 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 3 Critical blocker required yield tiles: 29|30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 11 Rear-boundary failures: 1587 Middle-bank reservation failures: 0 Active-event deferrals: 484 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 29|30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 70 OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING ============================================================ Date/Time: 2026-07-17 18:25:57 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 10 Scenario seed: 1939935009979591158 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2369 Passengers seated: 232/235 Average waiting ticks: 394.60 Longest waiting passenger: P8->28F(LEFT) Longest waiting ticks: 2299 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1636 Regions dissolved: 2 Repeated reconstructions avoided: 1636 Largest region lifetime: 1601 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1601:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1584 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 12 Seat events: 110 Single-blocker events: 30 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1757 Maximum occupied tiles: 11 Seat events: 122 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1714 Reservations granted: 1714 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 2 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4349 Longest unresolved passenger ID: 15 Longest unresolved row: 28 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 121 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 2 Total blocked ticks: 10071 Total stationary ticks: 99508 Seat-event requests: 1830 Failed seat-event starts: 1598 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 8 Critical blocker identity: P8->28F(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P8(28F/LEFT/WAITING_FOR_SEAT_EVENT) P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1587 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 3 Critical blocker required yield tiles: 29|30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 11 Rear-boundary failures: 1587 Middle-bank reservation failures: 0 Active-event deferrals: 485 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 29|30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 70 OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING ============================================================ Date/Time: 2026-07-17 18:25:57 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 10 Scenario seed: 1939935009979591158 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 96.17% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2369 Passengers seated: 232/235 Average waiting ticks: 394.60 Longest waiting passenger: P8->28F(LEFT) Longest waiting ticks: 2299 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1636 Regions dissolved: 2 Repeated reconstructions avoided: 1636 Largest region lifetime: 1601 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1601:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 1584 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 12 Seat events: 110 Single-blocker events: 30 Multiple-blocker events: 7 Temporary aisle reoccupations: 49 RIGHT AISLE ----------- Total moves: 1757 Maximum occupied tiles: 11 Seat events: 122 Single-blocker events: 29 Multiple-blocker events: 10 Temporary aisle reoccupations: 51 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1714 Reservations granted: 1714 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 2 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4349 Longest unresolved passenger ID: 15 Longest unresolved row: 28 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 121 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 2 Total blocked ticks: 10071 Total stationary ticks: 99508 Seat-event requests: 1830 Failed seat-event starts: 1598 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 8 Critical blocker identity: P8->28F(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 3 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P8(28F/LEFT/WAITING_FOR_SEAT_EVENT) P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1587 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 3 Critical blocker required yield tiles: 29|30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 11 Rear-boundary failures: 1587 Middle-bank reservation failures: 0 Active-event deferrals: 485 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 3 Current required yield tiles: 29|30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 70 OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING ============================================================ Date/Time: 2026-07-17 18:25:57 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 11 Scenario seed: 1252229027809620306 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 97.45% OUTCOME ------- Status: SUCCESS Completed ticks: 1280 Passengers seated: 353/353 Average waiting ticks: 583.29 Longest waiting passenger: P34->24D(LEFT) Longest waiting ticks: 1216 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3262 Maximum occupied tiles: 13 Seat events: 181 Single-blocker events: 47 Multiple-blocker events: 22 Temporary aisle reoccupations: 97 RIGHT AISLE ----------- Total moves: 2896 Maximum occupied tiles: 14 Seat events: 172 Single-blocker events: 43 Multiple-blocker events: 26 Temporary aisle reoccupations: 100 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 149 Reservations granted: 149 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 8010 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9374 Total stationary ticks: 212715 Seat-event requests: 371 Failed seat-event starts: 18 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 643 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 18 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 643 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 70 OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING ============================================================ Date/Time: 2026-07-17 18:25:58 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 11 Scenario seed: 1252229027809620306 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 97.45% OUTCOME ------- Status: SUCCESS Completed ticks: 1280 Passengers seated: 353/353 Average waiting ticks: 583.32 Longest waiting passenger: P34->24D(LEFT) Longest waiting ticks: 1216 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3262 Maximum occupied tiles: 13 Seat events: 181 Single-blocker events: 47 Multiple-blocker events: 22 Temporary aisle reoccupations: 97 RIGHT AISLE ----------- Total moves: 2896 Maximum occupied tiles: 14 Seat events: 172 Single-blocker events: 43 Multiple-blocker events: 26 Temporary aisle reoccupations: 100 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 149 Reservations granted: 149 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7975 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9381 Total stationary ticks: 212716 Seat-event requests: 371 Failed seat-event starts: 18 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 654 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 18 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 654 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 70 OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING ============================================================ Date/Time: 2026-07-17 18:25:58 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 11 Scenario seed: 1252229027809620306 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 27.48% Blocker-prone seat share (topology component): 60.06% Aisle-assignment balance: 97.45% OUTCOME ------- Status: SUCCESS Completed ticks: 1280 Passengers seated: 353/353 Average waiting ticks: 583.33 Longest waiting passenger: P34->24D(LEFT) Longest waiting ticks: 1216 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3262 Maximum occupied tiles: 13 Seat events: 181 Single-blocker events: 47 Multiple-blocker events: 22 Temporary aisle reoccupations: 97 RIGHT AISLE ----------- Total moves: 2896 Maximum occupied tiles: 14 Seat events: 172 Single-blocker events: 43 Multiple-blocker events: 26 Temporary aisle reoccupations: 100 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 149 Reservations granted: 149 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7965 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9358 Total stationary ticks: 212708 Seat-event requests: 371 Failed seat-event starts: 18 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 646 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 18 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 646 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 70 OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING ============================================================ Date/Time: 2026-07-17 18:25:58 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 12 Scenario seed: 8187627317652047108 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 93.62% OUTCOME ------- Status: SUCCESS Completed ticks: 880 Passengers seated: 235/235 Average waiting ticks: 383.92 Longest waiting passenger: P3->11G(RIGHT) Longest waiting ticks: 827 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 29 Regions dissolved: 1 Repeated reconstructions avoided: 29 Largest region lifetime: 30 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=30 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 13 Seat events: 110 Single-blocker events: 28 Multiple-blocker events: 7 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1738 Maximum occupied tiles: 12 Seat events: 125 Single-blocker events: 35 Multiple-blocker events: 14 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 135 Reservations granted: 125 Reservations denied/waited: 10 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4421 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5748 Total stationary ticks: 94039 Seat-event requests: 241 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 646 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 10 Active-event deferrals: 646 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 70 OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING ============================================================ Date/Time: 2026-07-17 18:25:58 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 12 Scenario seed: 8187627317652047108 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 93.62% OUTCOME ------- Status: SUCCESS Completed ticks: 880 Passengers seated: 235/235 Average waiting ticks: 384.07 Longest waiting passenger: P3->11G(RIGHT) Longest waiting ticks: 827 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 29 Regions dissolved: 1 Repeated reconstructions avoided: 29 Largest region lifetime: 30 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=30 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 13 Seat events: 110 Single-blocker events: 28 Multiple-blocker events: 7 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1738 Maximum occupied tiles: 12 Seat events: 125 Single-blocker events: 35 Multiple-blocker events: 14 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 133 Reservations granted: 125 Reservations denied/waited: 8 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4381 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5693 Total stationary ticks: 94024 Seat-event requests: 241 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 645 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 8 Active-event deferrals: 645 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 70 OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING ============================================================ Date/Time: 2026-07-17 18:25:58 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 12 Scenario seed: 8187627317652047108 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 93.62% OUTCOME ------- Status: SUCCESS Completed ticks: 880 Passengers seated: 235/235 Average waiting ticks: 383.86 Longest waiting passenger: P3->11G(RIGHT) Longest waiting ticks: 827 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 29 Regions dissolved: 1 Repeated reconstructions avoided: 29 Largest region lifetime: 30 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=30 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1659 Maximum occupied tiles: 13 Seat events: 110 Single-blocker events: 28 Multiple-blocker events: 7 Temporary aisle reoccupations: 42 RIGHT AISLE ----------- Total moves: 1738 Maximum occupied tiles: 12 Seat events: 125 Single-blocker events: 35 Multiple-blocker events: 14 Temporary aisle reoccupations: 64 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 135 Reservations granted: 125 Reservations denied/waited: 10 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4431 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5747 Total stationary ticks: 94038 Seat-event requests: 241 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 634 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 10 Active-event deferrals: 634 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 70 OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING ============================================================ Date/Time: 2026-07-17 18:25:58 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 13 Scenario seed: 6351835860743924132 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 65.96% Aisle-assignment balance: 95.04% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2516 Passengers seated: 277/282 Average waiting ticks: 479.16 Longest waiting passenger: P279->31A(LEFT) Longest waiting ticks: 2446 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 0 Rejected cluster candidates: 1 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 5 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1515 Regions dissolved: 0 Repeated reconstructions avoided: 1515 Largest region lifetime: 1516 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1516:occupied=5 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1499 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2303 Maximum occupied tiles: 15 Seat events: 143 Single-blocker events: 44 Multiple-blocker events: 16 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2058 Maximum occupied tiles: 13 Seat events: 134 Single-blocker events: 36 Multiple-blocker events: 13 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 96 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5609 Longest unresolved passenger ID: 117 Longest unresolved row: 32 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 226 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14637 Total stationary ticks: 144501 Seat-event requests: 1814 Failed seat-event starts: 1537 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 111 Critical blocker identity: P111->28A(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P111(28A/LEFT/WAITING_FOR_SEAT_EVENT) P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1513 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 29|30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 117 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1513 Rear-boundary failures: 24 Middle-bank reservation failures: 1 Active-event deferrals: 702 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P279->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=925,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 29|30 Current unavailable yield tiles: 30 Current yield-tile occupants: 117 Final row-event chain: 111|117|279 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 70 OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING ============================================================ Date/Time: 2026-07-17 18:25:58 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 13 Scenario seed: 6351835860743924132 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 65.96% Aisle-assignment balance: 95.04% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2516 Passengers seated: 277/282 Average waiting ticks: 479.23 Longest waiting passenger: P279->31A(LEFT) Longest waiting ticks: 2446 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 0 Rejected cluster candidates: 1 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 5 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1515 Regions dissolved: 0 Repeated reconstructions avoided: 1515 Largest region lifetime: 1516 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1516:occupied=5 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1499 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2303 Maximum occupied tiles: 15 Seat events: 143 Single-blocker events: 44 Multiple-blocker events: 16 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2058 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 36 Multiple-blocker events: 13 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 96 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5567 Longest unresolved passenger ID: 117 Longest unresolved row: 32 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 226 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14536 Total stationary ticks: 144436 Seat-event requests: 1814 Failed seat-event starts: 1537 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 111 Critical blocker identity: P111->28A(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P111(28A/LEFT/WAITING_FOR_SEAT_EVENT) P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1513 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 29|30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 117 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1513 Rear-boundary failures: 24 Middle-bank reservation failures: 1 Active-event deferrals: 689 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P279->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=933,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 29|30 Current unavailable yield tiles: 30 Current yield-tile occupants: 117 Final row-event chain: 111|117|279 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 70 OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING ============================================================ Date/Time: 2026-07-17 18:25:58 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 13 Scenario seed: 6351835860743924132 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 65.96% Aisle-assignment balance: 95.04% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2516 Passengers seated: 277/282 Average waiting ticks: 479.23 Longest waiting passenger: P279->31A(LEFT) Longest waiting ticks: 2446 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 0 Rejected cluster candidates: 1 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 5 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 1515 Regions dissolved: 0 Repeated reconstructions avoided: 1515 Largest region lifetime: 1516 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R1:age=1516:occupied=5 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1499 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2303 Maximum occupied tiles: 15 Seat events: 143 Single-blocker events: 44 Multiple-blocker events: 16 Temporary aisle reoccupations: 76 RIGHT AISLE ----------- Total moves: 2058 Maximum occupied tiles: 12 Seat events: 134 Single-blocker events: 36 Multiple-blocker events: 13 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 96 Reservations denied/waited: 1 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5567 Longest unresolved passenger ID: 117 Longest unresolved row: 32 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 226 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14536 Total stationary ticks: 144436 Seat-event requests: 1814 Failed seat-event starts: 1537 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 111 Critical blocker identity: P111->28A(LEFT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 2 Critical blocker tree: P111(28A/LEFT/WAITING_FOR_SEAT_EVENT) P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1513 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 29|30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 117 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1513 Rear-boundary failures: 24 Middle-bank reservation failures: 1 Active-event deferrals: 689 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P279->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=933,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 29|30 Current unavailable yield tiles: 30 Current yield-tile occupants: 117 Final row-event chain: 111|117|279 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 70 OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING ============================================================ Date/Time: 2026-07-17 18:25:58 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 14 Scenario seed: -8658915343845013000 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 995 Passengers seated: 282/282 Average waiting ticks: 460.22 Longest waiting passenger: P218->6F(RIGHT) Longest waiting ticks: 951 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2250 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 38 Multiple-blocker events: 11 Temporary aisle reoccupations: 60 RIGHT AISLE ----------- Total moves: 2145 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 42 Multiple-blocker events: 17 Temporary aisle reoccupations: 76 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 98 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5688 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7053 Total stationary ticks: 134674 Seat-event requests: 287 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 657 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 657 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 70 OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING ============================================================ Date/Time: 2026-07-17 18:25:58 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 14 Scenario seed: -8658915343845013000 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 995 Passengers seated: 282/282 Average waiting ticks: 460.18 Longest waiting passenger: P218->6F(RIGHT) Longest waiting ticks: 951 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2250 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 38 Multiple-blocker events: 11 Temporary aisle reoccupations: 60 RIGHT AISLE ----------- Total moves: 2145 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 42 Multiple-blocker events: 17 Temporary aisle reoccupations: 76 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 98 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5713 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7065 Total stationary ticks: 134676 Seat-event requests: 287 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 656 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 656 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 70 OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING ============================================================ Date/Time: 2026-07-17 18:25:58 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 14 Scenario seed: -8658915343845013000 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 31.91% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 100.00% OUTCOME ------- Status: SUCCESS Completed ticks: 995 Passengers seated: 282/282 Average waiting ticks: 460.22 Longest waiting passenger: P218->6F(RIGHT) Longest waiting ticks: 951 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2250 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 38 Multiple-blocker events: 11 Temporary aisle reoccupations: 60 RIGHT AISLE ----------- Total moves: 2145 Maximum occupied tiles: 13 Seat events: 141 Single-blocker events: 42 Multiple-blocker events: 17 Temporary aisle reoccupations: 76 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 102 Reservations granted: 98 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5688 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7053 Total stationary ticks: 134674 Seat-event requests: 287 Failed seat-event starts: 5 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 657 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 5 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 657 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 70 OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING ============================================================ Date/Time: 2026-07-17 18:25:58 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 15 Scenario seed: 5673179910411321410 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 462.27 Longest waiting passenger: P21->16E(RIGHT) Longest waiting ticks: 953 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2199 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 41 Multiple-blocker events: 20 Temporary aisle reoccupations: 81 RIGHT AISLE ----------- Total moves: 2185 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 39 Multiple-blocker events: 16 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 96 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5393 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6898 Total stationary ticks: 134958 Seat-event requests: 301 Failed seat-event starts: 19 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 714 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 19 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 714 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 70 OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING ============================================================ Date/Time: 2026-07-17 18:25:58 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 15 Scenario seed: 5673179910411321410 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 462.25 Longest waiting passenger: P21->16E(RIGHT) Longest waiting ticks: 953 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2199 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 41 Multiple-blocker events: 20 Temporary aisle reoccupations: 81 RIGHT AISLE ----------- Total moves: 2185 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 39 Multiple-blocker events: 16 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 96 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5398 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6898 Total stationary ticks: 134958 Seat-event requests: 301 Failed seat-event starts: 19 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 709 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 19 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 709 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 70 OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING ============================================================ Date/Time: 2026-07-17 18:25:58 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 15 Scenario seed: 5673179910411321410 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 996 Passengers seated: 282/282 Average waiting ticks: 462.27 Longest waiting passenger: P21->16E(RIGHT) Longest waiting ticks: 953 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 8 Regions dissolved: 1 Repeated reconstructions avoided: 8 Largest region lifetime: 9 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=9 Confirmation deferral ticks: 2 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2199 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 41 Multiple-blocker events: 20 Temporary aisle reoccupations: 81 RIGHT AISLE ----------- Total moves: 2185 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 39 Multiple-blocker events: 16 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 99 Reservations granted: 96 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5393 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6898 Total stationary ticks: 134958 Seat-event requests: 301 Failed seat-event starts: 19 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 714 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 19 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 714 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 70 OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING ============================================================ Date/Time: 2026-07-17 18:25:58 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 16 Scenario seed: 6658752785952583458 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1052 Passengers seated: 282/282 Average waiting ticks: 468.96 Longest waiting passenger: P181->4E(LEFT) Longest waiting ticks: 999 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 14 Regions dissolved: 1 Repeated reconstructions avoided: 14 Largest region lifetime: 15 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=15 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2277 Maximum occupied tiles: 12 Seat events: 148 Single-blocker events: 45 Multiple-blocker events: 21 Temporary aisle reoccupations: 87 RIGHT AISLE ----------- Total moves: 2045 Maximum occupied tiles: 11 Seat events: 134 Single-blocker events: 34 Multiple-blocker events: 11 Temporary aisle reoccupations: 56 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 97 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5574 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6661 Total stationary ticks: 136880 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 528 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 528 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 70 OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING ============================================================ Date/Time: 2026-07-17 18:25:58 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 16 Scenario seed: 6658752785952583458 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1052 Passengers seated: 282/282 Average waiting ticks: 468.97 Longest waiting passenger: P181->4E(LEFT) Longest waiting ticks: 999 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 14 Regions dissolved: 1 Repeated reconstructions avoided: 14 Largest region lifetime: 15 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=15 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2277 Maximum occupied tiles: 12 Seat events: 148 Single-blocker events: 45 Multiple-blocker events: 21 Temporary aisle reoccupations: 87 RIGHT AISLE ----------- Total moves: 2045 Maximum occupied tiles: 11 Seat events: 134 Single-blocker events: 34 Multiple-blocker events: 11 Temporary aisle reoccupations: 56 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 97 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5574 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6655 Total stationary ticks: 136878 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 527 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 527 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 70 OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING ============================================================ Date/Time: 2026-07-17 18:25:58 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 16 Scenario seed: 6658752785952583458 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 95.04% OUTCOME ------- Status: SUCCESS Completed ticks: 1052 Passengers seated: 282/282 Average waiting ticks: 468.97 Longest waiting passenger: P181->4E(LEFT) Longest waiting ticks: 999 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 14 Regions dissolved: 1 Repeated reconstructions avoided: 14 Largest region lifetime: 15 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=15 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2277 Maximum occupied tiles: 12 Seat events: 148 Single-blocker events: 45 Multiple-blocker events: 21 Temporary aisle reoccupations: 87 RIGHT AISLE ----------- Total moves: 2045 Maximum occupied tiles: 11 Seat events: 134 Single-blocker events: 34 Multiple-blocker events: 11 Temporary aisle reoccupations: 56 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 97 Reservations granted: 97 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5574 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6655 Total stationary ticks: 136878 Seat-event requests: 291 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 527 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 527 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 70 OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING ============================================================ Date/Time: 2026-07-17 18:25:58 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 17 Scenario seed: -218671498343752214 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.16% OUTCOME ------- Status: SUCCESS Completed ticks: 1029 Passengers seated: 282/282 Average waiting ticks: 464.66 Longest waiting passenger: P242->27G(RIGHT) Longest waiting ticks: 976 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 4 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 22 Regions dissolved: 2 Repeated reconstructions avoided: 22 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2178 Maximum occupied tiles: 12 Seat events: 137 Single-blocker events: 44 Multiple-blocker events: 14 Temporary aisle reoccupations: 72 RIGHT AISLE ----------- Total moves: 2204 Maximum occupied tiles: 12 Seat events: 145 Single-blocker events: 38 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 96 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5622 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6765 Total stationary ticks: 135723 Seat-event requests: 299 Failed seat-event starts: 17 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 557 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 17 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 557 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 70 OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING ============================================================ Date/Time: 2026-07-17 18:25:58 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 17 Scenario seed: -218671498343752214 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.16% OUTCOME ------- Status: SUCCESS Completed ticks: 1029 Passengers seated: 282/282 Average waiting ticks: 464.69 Longest waiting passenger: P242->27G(RIGHT) Longest waiting ticks: 976 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 4 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 22 Regions dissolved: 2 Repeated reconstructions avoided: 22 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2178 Maximum occupied tiles: 12 Seat events: 137 Single-blocker events: 44 Multiple-blocker events: 14 Temporary aisle reoccupations: 72 RIGHT AISLE ----------- Total moves: 2204 Maximum occupied tiles: 12 Seat events: 145 Single-blocker events: 38 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 96 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5612 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6786 Total stationary ticks: 135730 Seat-event requests: 299 Failed seat-event starts: 17 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 574 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 17 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 574 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 70 OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING ============================================================ Date/Time: 2026-07-17 18:25:58 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 17 Scenario seed: -218671498343752214 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 31.21% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.16% OUTCOME ------- Status: SUCCESS Completed ticks: 1029 Passengers seated: 282/282 Average waiting ticks: 464.69 Longest waiting passenger: P242->27G(RIGHT) Longest waiting ticks: 976 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 4 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 7 Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 22 Regions dissolved: 2 Repeated reconstructions avoided: 22 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=13 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2178 Maximum occupied tiles: 12 Seat events: 137 Single-blocker events: 44 Multiple-blocker events: 14 Temporary aisle reoccupations: 72 RIGHT AISLE ----------- Total moves: 2204 Maximum occupied tiles: 12 Seat events: 145 Single-blocker events: 38 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 96 Reservations granted: 96 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5612 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6786 Total stationary ticks: 135730 Seat-event requests: 299 Failed seat-event starts: 17 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 574 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 17 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 574 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 70 OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING ============================================================ Date/Time: 2026-07-17 18:25:58 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 18 Scenario seed: -8332752414533420411 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.34% Aisle-assignment balance: 99.15% OUTCOME ------- Status: SUCCESS Completed ticks: 1259 Passengers seated: 353/353 Average waiting ticks: 593.34 Longest waiting passenger: P150->11H(RIGHT) Longest waiting ticks: 1209 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3172 Maximum occupied tiles: 16 Seat events: 175 Single-blocker events: 42 Multiple-blocker events: 24 Temporary aisle reoccupations: 95 RIGHT AISLE ----------- Total moves: 2985 Maximum occupied tiles: 13 Seat events: 178 Single-blocker events: 55 Multiple-blocker events: 26 Temporary aisle reoccupations: 113 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 148 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7954 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9621 Total stationary ticks: 216298 Seat-event requests: 380 Failed seat-event starts: 27 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 784 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 27 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 784 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 70 OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING ============================================================ Date/Time: 2026-07-17 18:25:58 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 18 Scenario seed: -8332752414533420411 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.34% Aisle-assignment balance: 99.15% OUTCOME ------- Status: SUCCESS Completed ticks: 1259 Passengers seated: 353/353 Average waiting ticks: 593.34 Longest waiting passenger: P150->11H(RIGHT) Longest waiting ticks: 1209 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3172 Maximum occupied tiles: 16 Seat events: 175 Single-blocker events: 42 Multiple-blocker events: 24 Temporary aisle reoccupations: 95 RIGHT AISLE ----------- Total moves: 2985 Maximum occupied tiles: 13 Seat events: 178 Single-blocker events: 55 Multiple-blocker events: 26 Temporary aisle reoccupations: 113 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 148 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7954 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9621 Total stationary ticks: 216298 Seat-event requests: 380 Failed seat-event starts: 27 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 784 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 27 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 784 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 70 OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING ============================================================ Date/Time: 2026-07-17 18:25:58 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 18 Scenario seed: -8332752414533420411 CABIN ----- Configuration: 3-4-3 Rows: 36 Seats per row: 10 Total seats: 360 Passengers: 353 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 27.76% Blocker-prone seat share (topology component): 60.34% Aisle-assignment balance: 99.15% OUTCOME ------- Status: SUCCESS Completed ticks: 1259 Passengers seated: 353/353 Average waiting ticks: 593.34 Longest waiting passenger: P150->11H(RIGHT) Longest waiting ticks: 1209 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 2 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 5 Selected release potential total: 4 Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=18 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 3172 Maximum occupied tiles: 16 Seat events: 175 Single-blocker events: 42 Multiple-blocker events: 24 Temporary aisle reoccupations: 95 RIGHT AISLE ----------- Total moves: 2985 Maximum occupied tiles: 13 Seat events: 178 Single-blocker events: 55 Multiple-blocker events: 26 Temporary aisle reoccupations: 113 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 152 Reservations granted: 148 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 7954 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 9621 Total stationary ticks: 216298 Seat-event requests: 380 Failed seat-event starts: 27 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 784 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 27 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 784 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 70 OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING ============================================================ Date/Time: 2026-07-17 18:25:58 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 19 Scenario seed: 5866349045608257533 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2347 Passengers seated: 230/235 Average waiting ticks: 400.83 Longest waiting passenger: P105->29D(RIGHT) Longest waiting ticks: 2279 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 6 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 6 Selected release potential total: 9 Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 1613 Regions dissolved: 2 Repeated reconstructions avoided: 1613 Largest region lifetime: 1570 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R3:age=1570:occupied=5 Confirmation deferral ticks: 6 Regions reaching confirmation: 3 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1549 State changes reopening evaluation: 3 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1684 Maximum occupied tiles: 13 Seat events: 120 Single-blocker events: 26 Multiple-blocker events: 20 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 1708 Maximum occupied tiles: 12 Seat events: 110 Single-blocker events: 29 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1708 Reservations granted: 1708 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 4 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 6675 Longest unresolved passenger ID: 128 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 5 Longest dependency chain: P170(27E/RIGHT) -> P33(30G/RIGHT) -> P155(28G/RIGHT) -> P128(30F/RIGHT) -> P105(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 170 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 4 Total blocked ticks: 13109 Total stationary ticks: 103859 Seat-event requests: 1828 Failed seat-event starts: 1598 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 105 Critical blocker identity: P105->29D(RIGHT) Direct fan-out: 1 Total indirect descendants: 4 Critical tree size including blocker: 5 Critical tree depth: 5 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P105(29D/RIGHT/WAITING_FOR_SEAT_EVENT) P128(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P155(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P33(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P170(27E/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1569 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 29 Rear-boundary failures: 1569 Middle-bank reservation failures: 0 Active-event deferrals: 562 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1826\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 70 OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING ============================================================ Date/Time: 2026-07-17 18:25:58 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 19 Scenario seed: 5866349045608257533 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 845 Passengers seated: 235/235 Average waiting ticks: 394.17 Longest waiting passenger: P133->5B(LEFT) Longest waiting ticks: 814 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 4 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 6 Selected release potential total: 9 Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P15:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 44 Regions dissolved: 2 Repeated reconstructions avoided: 44 Largest region lifetime: 34 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=12 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1684 Maximum occupied tiles: 13 Seat events: 120 Single-blocker events: 26 Multiple-blocker events: 20 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 1717 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 30 Multiple-blocker events: 13 Temporary aisle reoccupations: 58 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 142 Reservations granted: 142 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4251 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5354 Total stationary ticks: 96093 Seat-event requests: 264 Failed seat-event starts: 29 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 557 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 29 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 557 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 262\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 70 OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING ============================================================ Date/Time: 2026-07-17 18:25:58 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 19 Scenario seed: 5866349045608257533 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 845 Passengers seated: 235/235 Average waiting ticks: 394.17 Longest waiting passenger: P133->5B(LEFT) Longest waiting ticks: 814 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 4 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 3 Largest detected cluster: 6 Selected release potential total: 9 Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P15:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 44 Regions dissolved: 2 Repeated reconstructions avoided: 44 Largest region lifetime: 34 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=12 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 2 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1684 Maximum occupied tiles: 13 Seat events: 120 Single-blocker events: 26 Multiple-blocker events: 20 Temporary aisle reoccupations: 73 RIGHT AISLE ----------- Total moves: 1717 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 30 Multiple-blocker events: 13 Temporary aisle reoccupations: 58 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 142 Reservations granted: 142 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4251 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5354 Total stationary ticks: 96093 Seat-event requests: 264 Failed seat-event starts: 29 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 557 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 29 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 557 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 262\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 70 OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING ============================================================ Date/Time: 2026-07-17 18:25:58 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 20 Scenario seed: 3658999535626094423 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: SUCCESS Completed ticks: 845 Passengers seated: 235/235 Average waiting ticks: 383.63 Longest waiting passenger: P59->4F(RIGHT) Longest waiting ticks: 835 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 25 Regions dissolved: 2 Repeated reconstructions avoided: 25 Largest region lifetime: 19 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=19 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1732 Maximum occupied tiles: 11 Seat events: 113 Single-blocker events: 37 Multiple-blocker events: 8 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1701 Maximum occupied tiles: 13 Seat events: 122 Single-blocker events: 27 Multiple-blocker events: 16 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 127 Reservations granted: 127 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4587 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5751 Total stationary ticks: 94043 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 587 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 587 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 70 OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING ============================================================ Date/Time: 2026-07-17 18:25:58 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 20 Scenario seed: 3658999535626094423 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: SUCCESS Completed ticks: 845 Passengers seated: 235/235 Average waiting ticks: 383.62 Longest waiting passenger: P59->4F(RIGHT) Longest waiting ticks: 835 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 25 Regions dissolved: 2 Repeated reconstructions avoided: 25 Largest region lifetime: 19 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=19 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1732 Maximum occupied tiles: 11 Seat events: 113 Single-blocker events: 37 Multiple-blocker events: 8 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1701 Maximum occupied tiles: 13 Seat events: 122 Single-blocker events: 27 Multiple-blocker events: 16 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 127 Reservations granted: 127 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4592 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5750 Total stationary ticks: 94042 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 583 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 583 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 70 OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING ============================================================ Date/Time: 2026-07-17 18:25:58 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 20 Scenario seed: 3658999535626094423 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 96.17% OUTCOME ------- Status: SUCCESS Completed ticks: 845 Passengers seated: 235/235 Average waiting ticks: 383.63 Longest waiting passenger: P59->4F(RIGHT) Longest waiting ticks: 835 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 25 Regions dissolved: 2 Repeated reconstructions avoided: 25 Largest region lifetime: 19 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=19 Confirmation deferral ticks: 2 Regions reaching confirmation: 0 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1732 Maximum occupied tiles: 11 Seat events: 113 Single-blocker events: 37 Multiple-blocker events: 8 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1701 Maximum occupied tiles: 13 Seat events: 122 Single-blocker events: 27 Multiple-blocker events: 16 Temporary aisle reoccupations: 61 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 127 Reservations granted: 127 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4587 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5751 Total stationary ticks: 94043 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 587 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 587 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 70 OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING ============================================================ Date/Time: 2026-07-17 18:25:58 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 21 Scenario seed: 1778985705851435071 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1007 Passengers seated: 282/282 Average waiting ticks: 462.32 Longest waiting passenger: P199->4E(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 3 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 8 Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 49 Regions dissolved: 2 Repeated reconstructions avoided: 49 Largest region lifetime: 35 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=35 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2228 Maximum occupied tiles: 13 Seat events: 144 Single-blocker events: 35 Multiple-blocker events: 10 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 2144 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 37 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 103 Reservations granted: 103 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5798 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7265 Total stationary ticks: 135403 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 719 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 719 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 70 OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING ============================================================ Date/Time: 2026-07-17 18:25:58 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 21 Scenario seed: 1778985705851435071 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1007 Passengers seated: 282/282 Average waiting ticks: 462.32 Longest waiting passenger: P199->4E(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 3 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 8 Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 49 Regions dissolved: 2 Repeated reconstructions avoided: 49 Largest region lifetime: 35 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=35 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2228 Maximum occupied tiles: 13 Seat events: 144 Single-blocker events: 35 Multiple-blocker events: 10 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 2144 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 37 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 103 Reservations granted: 103 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5798 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7265 Total stationary ticks: 135403 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 719 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 719 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 70 OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING ============================================================ Date/Time: 2026-07-17 18:25:58 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 21 Scenario seed: 1778985705851435071 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 30.85% Blocker-prone seat share (topology component): 66.31% Aisle-assignment balance: 97.87% OUTCOME ------- Status: SUCCESS Completed ticks: 1007 Passengers seated: 282/282 Average waiting ticks: 462.32 Longest waiting passenger: P199->4E(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 3 Cluster candidates evaluated: 2 Executable cluster candidates: 2 Rejected cluster candidates: 0 Cluster selections: 2 Cluster-selected events started: 2 Largest detected cluster: 5 Selected release potential total: 8 Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 49 Regions dissolved: 2 Repeated reconstructions avoided: 49 Largest region lifetime: 35 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R2:lifetime=35 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 1 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2228 Maximum occupied tiles: 13 Seat events: 144 Single-blocker events: 35 Multiple-blocker events: 10 Temporary aisle reoccupations: 55 RIGHT AISLE ----------- Total moves: 2144 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 37 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 103 Reservations granted: 103 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5798 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 7265 Total stationary ticks: 135403 Seat-event requests: 297 Failed seat-event starts: 15 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 719 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 15 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 719 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 70 OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING ============================================================ Date/Time: 2026-07-17 18:25:58 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 22 Scenario seed: 4203521108576778203 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 30.14% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2482 Passengers seated: 270/282 Average waiting ticks: 472.84 Longest waiting passenger: P277->30F(LEFT) Longest waiting ticks: 2442 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 13 Cluster candidates evaluated: 14 Executable cluster candidates: 1 Rejected cluster candidates: 13 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 12 Selected release potential total: 2 Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1645 Regions dissolved: 1 Repeated reconstructions avoided: 1645 Largest region lifetime: 1638 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1638:occupied=12 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1562 State changes reopening evaluation: 12 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2166 Maximum occupied tiles: 17 Seat events: 132 Single-blocker events: 38 Multiple-blocker events: 13 Temporary aisle reoccupations: 64 RIGHT AISLE ----------- Total moves: 2158 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 18 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1758 Reservations granted: 1751 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 10 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 16258 Longest unresolved passenger ID: 48 Longest unresolved row: 31 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 11 Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 75 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 10 Total blocked ticks: 26140 Total stationary ticks: 153459 Seat-event requests: 1940 Failed seat-event starts: 1670 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 277 Critical blocker identity: P277->30F(LEFT) Direct fan-out: 1 Total indirect descendants: 10 Critical tree size including blocker: 11 Critical tree depth: 11 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 12 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P277(30F/LEFT/WAITING_FOR_SEAT_EVENT) P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1669 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 31|32 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: 48 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1669 Rear-boundary failures: 1 Middle-bank reservation failures: 7 Active-event deferrals: 1100 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P48->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 31|32 Current unavailable yield tiles: 31 Current yield-tile occupants: 48 Final row-event chain: 277|48 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 70 OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING ============================================================ Date/Time: 2026-07-17 18:25:58 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 22 Scenario seed: 4203521108576778203 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 30.14% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2482 Passengers seated: 270/282 Average waiting ticks: 472.87 Longest waiting passenger: P277->30F(LEFT) Longest waiting ticks: 2442 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 11 Cluster candidates evaluated: 12 Executable cluster candidates: 1 Rejected cluster candidates: 11 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 12 Selected release potential total: 2 Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1645 Regions dissolved: 1 Repeated reconstructions avoided: 1645 Largest region lifetime: 1638 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1638:occupied=12 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1564 State changes reopening evaluation: 10 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2166 Maximum occupied tiles: 17 Seat events: 132 Single-blocker events: 38 Multiple-blocker events: 13 Temporary aisle reoccupations: 64 RIGHT AISLE ----------- Total moves: 2158 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 18 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1758 Reservations granted: 1751 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 10 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 16243 Longest unresolved passenger ID: 48 Longest unresolved row: 31 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 11 Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 75 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 10 Total blocked ticks: 26119 Total stationary ticks: 153453 Seat-event requests: 1940 Failed seat-event starts: 1670 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 277 Critical blocker identity: P277->30F(LEFT) Direct fan-out: 1 Total indirect descendants: 10 Critical tree size including blocker: 11 Critical tree depth: 11 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 12 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P277(30F/LEFT/WAITING_FOR_SEAT_EVENT) P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1669 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 31|32 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: 48 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1669 Rear-boundary failures: 1 Middle-bank reservation failures: 7 Active-event deferrals: 1095 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P48->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 31|32 Current unavailable yield tiles: 31 Current yield-tile occupants: 48 Final row-event chain: 277|48 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 70 OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING ============================================================ Date/Time: 2026-07-17 18:25:58 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 22 Scenario seed: 4203521108576778203 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 30.14% Blocker-prone seat share (topology component): 66.67% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2482 Passengers seated: 270/282 Average waiting ticks: 472.87 Longest waiting passenger: P277->30F(LEFT) Longest waiting ticks: 2442 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 11 Cluster candidates evaluated: 12 Executable cluster candidates: 1 Rejected cluster candidates: 11 Cluster selections: 1 Cluster-selected events started: 2 Largest detected cluster: 12 Selected release potential total: 2 Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1645 Regions dissolved: 1 Repeated reconstructions avoided: 1645 Largest region lifetime: 1638 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1638:occupied=12 Confirmation deferral ticks: 4 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1564 State changes reopening evaluation: 10 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2166 Maximum occupied tiles: 17 Seat events: 132 Single-blocker events: 38 Multiple-blocker events: 13 Temporary aisle reoccupations: 64 RIGHT AISLE ----------- Total moves: 2158 Maximum occupied tiles: 13 Seat events: 138 Single-blocker events: 35 Multiple-blocker events: 18 Temporary aisle reoccupations: 71 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1758 Reservations granted: 1751 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 10 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 16243 Longest unresolved passenger ID: 48 Longest unresolved row: 31 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 11 Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 75 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 10 Total blocked ticks: 26119 Total stationary ticks: 153453 Seat-event requests: 1940 Failed seat-event starts: 1670 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 277 Critical blocker identity: P277->30F(LEFT) Direct fan-out: 1 Total indirect descendants: 10 Critical tree size including blocker: 11 Critical tree depth: 11 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 12 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P277(30F/LEFT/WAITING_FOR_SEAT_EVENT) P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED) P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED) P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED) P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED) P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED) P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1669 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 2 Critical blocker required yield tiles: 31|32 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: 48 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 2 Yield-tile occupied failures: 1669 Rear-boundary failures: 1 Middle-bank reservation failures: 7 Active-event deferrals: 1095 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P48->31A(LEFT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 2 Current required yield tiles: 31|32 Current unavailable yield tiles: 31 Current yield-tile occupants: 48 Final row-event chain: 277|48 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 70 OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING ============================================================ Date/Time: 2026-07-17 18:25:58 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 23 Scenario seed: -3947160987031988780 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2313 Passengers seated: 230/235 Average waiting ticks: 405.99 Longest waiting passenger: P174->17F(LEFT) Longest waiting ticks: 2271 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=11 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1769 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 21 Multiple-blocker events: 9 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1662 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 30 Multiple-blocker events: 14 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1615 Reservations granted: 1615 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 6610 Longest unresolved passenger ID: 206 Longest unresolved row: 26 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 206 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 13157 Total stationary ticks: 100829 Seat-event requests: 1735 Failed seat-event starts: 1505 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 29 Critical blocker identity: P29->21A(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P29(21A/LEFT/WAITING_FOR_SEAT_EVENT) P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1505 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 3 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1505 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_SPACE_AVAILABLE Final snapshot prerequisite: YIELD_SPACE_AVAILABLE Current required blockers: 1 Current required yield tiles: 22 Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: YIELD_SPACE_AVAILABLE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 70 OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING ============================================================ Date/Time: 2026-07-17 18:25:58 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 23 Scenario seed: -3947160987031988780 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2313 Passengers seated: 230/235 Average waiting ticks: 405.99 Longest waiting passenger: P174->17F(LEFT) Longest waiting ticks: 2271 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=11 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1769 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 21 Multiple-blocker events: 9 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1662 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 30 Multiple-blocker events: 14 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1615 Reservations granted: 1615 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 6610 Longest unresolved passenger ID: 206 Longest unresolved row: 26 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 206 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 13157 Total stationary ticks: 100829 Seat-event requests: 1735 Failed seat-event starts: 1505 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 29 Critical blocker identity: P29->21A(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P29(21A/LEFT/WAITING_FOR_SEAT_EVENT) P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1505 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 3 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1505 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_SPACE_AVAILABLE Final snapshot prerequisite: YIELD_SPACE_AVAILABLE Current required blockers: 1 Current required yield tiles: 22 Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: YIELD_SPACE_AVAILABLE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 70 OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING ============================================================ Date/Time: 2026-07-17 18:25:58 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 23 Scenario seed: -3947160987031988780 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-1 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.89% Aisle-assignment balance: 97.87% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2313 Passengers seated: 230/235 Average waiting ticks: 405.99 Longest waiting passenger: P174->17F(LEFT) Longest waiting ticks: 2271 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 3 Clusters detected: 3 Activations without intervention: 1 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 4 Selected release potential total: 3 Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 3 Region updates: 49 Regions dissolved: 3 Repeated reconstructions avoided: 49 Largest region lifetime: 23 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R3:lifetime=11 Confirmation deferral ticks: 4 Regions reaching confirmation: 1 Regions dissolved before confirmation: 2 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1769 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 21 Multiple-blocker events: 9 Temporary aisle reoccupations: 43 RIGHT AISLE ----------- Total moves: 1662 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 30 Multiple-blocker events: 14 Temporary aisle reoccupations: 62 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1615 Reservations granted: 1615 Reservations denied/waited: 0 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 4 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 6610 Longest unresolved passenger ID: 206 Longest unresolved row: 26 Longest unresolved aisle: LEFT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 206 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 13157 Total stationary ticks: 100829 Seat-event requests: 1735 Failed seat-event starts: 1505 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 29 Critical blocker identity: P29->21A(LEFT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 4 Terminal WAITING_FOR_SEAT_EVENT nodes: 4 Unresolved internal passengers: 5 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P29(21A/LEFT/WAITING_FOR_SEAT_EVENT) P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1505 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 3 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1505 Rear-boundary failures: 0 Middle-bank reservation failures: 0 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_SPACE_AVAILABLE Final snapshot prerequisite: YIELD_SPACE_AVAILABLE Current required blockers: 1 Current required yield tiles: 22 Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: YIELD_SPACE_AVAILABLE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 70 OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING ============================================================ Date/Time: 2026-07-17 18:25:58 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 24 Scenario seed: 4419539434258219231 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2333 Passengers seated: 233/235 Average waiting ticks: 387.31 Longest waiting passenger: P149->29D(RIGHT) Longest waiting ticks: 2259 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1678 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1737 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 24 Multiple-blocker events: 11 Temporary aisle reoccupations: 46 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1650 Reservations granted: 1646 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4313 Longest unresolved passenger ID: 20 Longest unresolved row: 29 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 20 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 8439 Total stationary ticks: 96156 Seat-event requests: 1764 Failed seat-event starts: 1531 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 149 Critical blocker identity: P149->29D(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT) P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1526 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 5 Rear-boundary failures: 1526 Middle-bank reservation failures: 4 Active-event deferrals: 545 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 70 OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING ============================================================ Date/Time: 2026-07-17 18:25:58 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 24 Scenario seed: 4419539434258219231 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2333 Passengers seated: 233/235 Average waiting ticks: 387.32 Longest waiting passenger: P149->29D(RIGHT) Longest waiting ticks: 2259 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1678 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1737 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 24 Multiple-blocker events: 11 Temporary aisle reoccupations: 46 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1650 Reservations granted: 1646 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4308 Longest unresolved passenger ID: 20 Longest unresolved row: 29 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 20 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 8438 Total stationary ticks: 96155 Seat-event requests: 1764 Failed seat-event starts: 1531 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 149 Critical blocker identity: P149->29D(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT) P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1526 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 5 Rear-boundary failures: 1526 Middle-bank reservation failures: 4 Active-event deferrals: 546 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 70 OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING ============================================================ Date/Time: 2026-07-17 18:25:58 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 24 Scenario seed: 4419539434258219231 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 33.62% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2333 Passengers seated: 233/235 Average waiting ticks: 387.31 Longest waiting passenger: P149->29D(RIGHT) Longest waiting ticks: 2259 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1678 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1737 Maximum occupied tiles: 12 Seat events: 115 Single-blocker events: 24 Multiple-blocker events: 11 Temporary aisle reoccupations: 46 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1650 Reservations granted: 1646 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 1 Remaining waiting at row: 1 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4313 Longest unresolved passenger ID: 20 Longest unresolved row: 29 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 2 Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 20 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 1 Total blocked ticks: 8439 Total stationary ticks: 96156 Seat-event requests: 1764 Failed seat-event starts: 1531 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 149 Critical blocker identity: P149->29D(RIGHT) Direct fan-out: 1 Total indirect descendants: 1 Critical tree size including blocker: 2 Critical tree depth: 2 Frozen internal components: 1 Terminal WAITING_FOR_SEAT_EVENT nodes: 1 Unresolved internal passengers: 2 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT) P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE Dominant prerequisite failure count: 1526 Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Critical blocker required blockers: 2 Critical blocker required yield tiles: 30|31 Critical blocker unavailable yield tiles: 31 Critical blocker yield-tile occupants: -1 Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 5 Rear-boundary failures: 1526 Middle-bank reservation failures: 4 Active-event deferrals: 545 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: REAR_BOUNDARY_LOCK Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE Current required blockers: 2 Current required yield tiles: 30|31 Current unavailable yield tiles: 31 Current yield-tile occupants: -1 Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 2 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 70 OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING ============================================================ Date/Time: 2026-07-17 18:25:58 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 25 Scenario seed: 6293055855285553556 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 94.47% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2324 Passengers seated: 225/235 Average waiting ticks: 403.89 Longest waiting passenger: P83->29H(RIGHT) Longest waiting ticks: 2280 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 11 Cluster candidates evaluated: 12 Executable cluster candidates: 1 Rejected cluster candidates: 11 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 10 Selected release potential total: 2 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1684 Regions dissolved: 1 Repeated reconstructions avoided: 1684 Largest region lifetime: 1673 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1673:occupied=10 Confirmation deferral ticks: 3 Regions reaching confirmation: 2 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 1540 State changes reopening evaluation: 10 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1568 Maximum occupied tiles: 12 Seat events: 111 Single-blocker events: 38 Multiple-blocker events: 5 Temporary aisle reoccupations: 50 RIGHT AISLE ----------- Total moves: 1823 Maximum occupied tiles: 16 Seat events: 114 Single-blocker events: 32 Multiple-blocker events: 10 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 122 Reservations granted: 120 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 8 Remaining waiting at row: 2 Remaining inside seat event: 0 Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED Dominant blocking reason count: 12770 Longest unresolved passenger ID: 219 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 9 Longest dependency chain: P122(28F/RIGHT) -> P197(26G/RIGHT) -> P3(24H/RIGHT) -> P109(27C/RIGHT) -> P38(26C/RIGHT) -> P207(28H/RIGHT) -> P15(30H/RIGHT) -> P219(30G/RIGHT) -> P83(29H/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 122 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 8 Total blocked ticks: 20545 Total stationary ticks: 110417 Seat-event requests: 1790 Failed seat-event starts: 1565 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 83 Critical blocker identity: P83->29H(RIGHT) Direct fan-out: 1 Total indirect descendants: 8 Critical tree size including blocker: 9 Critical tree depth: 9 Frozen internal components: 2 Terminal WAITING_FOR_SEAT_EVENT nodes: 2 Unresolved internal passengers: 10 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 1 Critical blocker tree: P83(29H/RIGHT/WAITING_FOR_SEAT_EVENT) P219(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P15(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P207(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P38(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P109(27C/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P3(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P197(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P122(28F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1565 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 1 Critical blocker required yield tiles: 30 Critical blocker unavailable yield tiles: 30 Critical blocker yield-tile occupants: 123 Waiting-row passengers with zero blockers: 1 Waiting-row passengers with one blocker: 1 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 1565 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 677 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: ACTIVE_EVENT_TRANSIENT Required yield occupants: 1 Trace length: 1 Yield-occupant trace: yieldOccupant[123]: P123(30D/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] Cycle detected: false Cycle members: NONE Terminal passenger: P123->30D(RIGHT) Terminal condition: ACTIVE_EVENT_TRANSIENT Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P123{seat=30D,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=623,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 1 Current required yield tiles: 30 Current unavailable yield tiles: 30 Current yield-tile occupants: 123 Final row-event chain: 83|123 Final row-event chain length: 2 Distinct row events in chain: 2 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: true One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 1 Final row-event dependency chains in aircraft: 2 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1791\nPrecedence substitutions made: 0\nDependency chains followed: 1555\nBlocked by waiting-row occupant: 1555\nSubstituted events started: 1\nOccupied-space rejections: 1566\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 70 OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING ============================================================ Date/Time: 2026-07-17 18:25:58 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 25 Scenario seed: 6293055855285553556 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 94.47% OUTCOME ------- Status: SUCCESS Completed ticks: 891 Passengers seated: 235/235 Average waiting ticks: 391.23 Longest waiting passenger: P122->28F(RIGHT) Longest waiting ticks: 823 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles8-10:occupied=3:anchor=P58:selected=P45:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1568 Maximum occupied tiles: 12 Seat events: 111 Single-blocker events: 37 Multiple-blocker events: 6 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 1846 Maximum occupied tiles: 12 Seat events: 124 Single-blocker events: 37 Multiple-blocker events: 12 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 125 Reservations granted: 123 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4149 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5109 Total stationary ticks: 95294 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 493 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 493 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 70 OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING ============================================================ Date/Time: 2026-07-17 18:25:58 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 25 Scenario seed: 6293055855285553556 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 32.77% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 94.47% OUTCOME ------- Status: SUCCESS Completed ticks: 891 Passengers seated: 235/235 Average waiting ticks: 391.23 Longest waiting passenger: P122->28F(RIGHT) Longest waiting ticks: 823 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 1 Executable cluster candidates: 1 Rejected cluster candidates: 0 Cluster selections: 1 Cluster-selected events started: 1 Largest detected cluster: 3 Selected release potential total: 2 Last cluster decision: LEFT:tiles8-10:occupied=3:anchor=P58:selected=P45:directReleases=0:releasePotential=2 REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 12 Regions dissolved: 1 Repeated reconstructions avoided: 12 Largest region lifetime: 13 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=13 Confirmation deferral ticks: 1 Regions reaching confirmation: 1 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1568 Maximum occupied tiles: 12 Seat events: 111 Single-blocker events: 37 Multiple-blocker events: 6 Temporary aisle reoccupations: 51 RIGHT AISLE ----------- Total moves: 1846 Maximum occupied tiles: 12 Seat events: 124 Single-blocker events: 37 Multiple-blocker events: 12 Temporary aisle reoccupations: 66 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 125 Reservations granted: 123 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4149 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5109 Total stationary ticks: 95294 Seat-event requests: 244 Failed seat-event starts: 9 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 493 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 9 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 493 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 70 OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING ============================================================ Date/Time: 2026-07-17 18:25:58 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 26 Scenario seed: -9074491549561652642 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 989 Passengers seated: 282/282 Average waiting ticks: 460.29 Longest waiting passenger: P129->11D(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2133 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 48 Multiple-blocker events: 11 Temporary aisle reoccupations: 70 RIGHT AISLE ----------- Total moves: 2221 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 42 Multiple-blocker events: 9 Temporary aisle reoccupations: 60 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 98 Reservations granted: 94 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5689 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6912 Total stationary ticks: 134633 Seat-event requests: 288 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 593 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 593 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 70 OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING ============================================================ Date/Time: 2026-07-17 18:25:58 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 26 Scenario seed: -9074491549561652642 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 989 Passengers seated: 282/282 Average waiting ticks: 460.30 Longest waiting passenger: P129->11D(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2133 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 48 Multiple-blocker events: 11 Temporary aisle reoccupations: 70 RIGHT AISLE ----------- Total moves: 2221 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 42 Multiple-blocker events: 9 Temporary aisle reoccupations: 60 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 98 Reservations granted: 94 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5694 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6912 Total stationary ticks: 134633 Seat-event requests: 288 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 595 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 595 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 70 OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING ============================================================ Date/Time: 2026-07-17 18:25:58 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 26 Scenario seed: -9074491549561652642 CABIN ----- Configuration: 3-3-3 Rows: 32 Seats per row: 9 Total seats: 288 Passengers: 282 Occupancy: 98% Entry headway range: 0-0 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 31.56% Blocker-prone seat share (topology component): 67.02% Aisle-assignment balance: 99.29% OUTCOME ------- Status: SUCCESS Completed ticks: 989 Passengers seated: 282/282 Average waiting ticks: 460.29 Longest waiting passenger: P129->11D(LEFT) Longest waiting ticks: 954 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 2133 Maximum occupied tiles: 12 Seat events: 142 Single-blocker events: 48 Multiple-blocker events: 11 Temporary aisle reoccupations: 70 RIGHT AISLE ----------- Total moves: 2221 Maximum occupied tiles: 13 Seat events: 140 Single-blocker events: 42 Multiple-blocker events: 9 Temporary aisle reoccupations: 60 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 98 Reservations granted: 94 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 5689 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 6912 Total stationary ticks: 134633 Seat-event requests: 288 Failed seat-event starts: 6 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 593 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 6 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 593 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 70 OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING ============================================================ Date/Time: 2026-07-17 18:25:58 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 27 Scenario seed: -9036946652584501975 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2336 Passengers seated: 229/235 Average waiting ticks: 417.88 Longest waiting passenger: P71->8C(RIGHT) Longest waiting ticks: 2318 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1532 Regions dissolved: 1 Repeated reconstructions avoided: 1532 Largest region lifetime: 1521 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1521:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1518 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1681 Maximum occupied tiles: 12 Seat events: 117 Single-blocker events: 32 Multiple-blocker events: 11 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1689 Maximum occupied tiles: 11 Seat events: 112 Single-blocker events: 29 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1651 Reservations granted: 1647 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 5160 Longest unresolved passenger ID: 129 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 186 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14019 Total stationary ticks: 105901 Seat-event requests: 1762 Failed seat-event starts: 1533 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 71 Critical blocker identity: P71->8C(RIGHT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 6 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT) P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1533 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 9|10|11 Critical blocker unavailable yield tiles: 11 Critical blocker yield-tile occupants: 129 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1533 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 512 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P78->12H(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 9|10|11 Current unavailable yield tiles: 11 Current yield-tile occupants: 129 Final row-event chain: 71|129|78 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 70 OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING ============================================================ Date/Time: 2026-07-17 18:25:58 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 27 Scenario seed: -9036946652584501975 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2336 Passengers seated: 229/235 Average waiting ticks: 417.88 Longest waiting passenger: P71->8C(RIGHT) Longest waiting ticks: 2318 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1532 Regions dissolved: 1 Repeated reconstructions avoided: 1532 Largest region lifetime: 1521 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1521:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1518 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1681 Maximum occupied tiles: 12 Seat events: 117 Single-blocker events: 32 Multiple-blocker events: 11 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1689 Maximum occupied tiles: 11 Seat events: 112 Single-blocker events: 29 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1651 Reservations granted: 1647 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 5160 Longest unresolved passenger ID: 129 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 186 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14019 Total stationary ticks: 105901 Seat-event requests: 1762 Failed seat-event starts: 1533 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 71 Critical blocker identity: P71->8C(RIGHT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 6 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT) P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1533 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 9|10|11 Critical blocker unavailable yield tiles: 11 Critical blocker yield-tile occupants: 129 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1533 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 512 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P78->12H(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 9|10|11 Current unavailable yield tiles: 11 Current yield-tile occupants: 129 Final row-event chain: 71|129|78 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 70 OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING ============================================================ Date/Time: 2026-07-17 18:25:58 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 27 Scenario seed: -9036946652584501975 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 74.47% Aisle-assignment balance: 99.57% OUTCOME ------- Status: STALL_DETECTED Completed ticks: 2336 Passengers seated: 229/235 Average waiting ticks: 417.88 Longest waiting passenger: P71->8C(RIGHT) Longest waiting ticks: 2318 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 2 Clusters detected: 2 Activations without intervention: 1 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 3 Selected release potential total: 0 Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED REACTIVE REGION LIFECYCLE ------------------------- Regions created: 2 Region updates: 1532 Regions dissolved: 1 Repeated reconstructions avoided: 1532 Largest region lifetime: 1521 Maximum simultaneous active regions: 1 Regions active at termination: 1 Last lifecycle event: UPDATE:R2:age=1521:occupied=3 Confirmation deferral ticks: 3 Regions reaching confirmation: 1 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 1518 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1681 Maximum occupied tiles: 12 Seat events: 117 Single-blocker events: 32 Multiple-blocker events: 11 Temporary aisle reoccupations: 57 RIGHT AISLE ----------- Total moves: 1689 Maximum occupied tiles: 11 Seat events: 112 Single-blocker events: 29 Multiple-blocker events: 15 Temporary aisle reoccupations: 67 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 1651 Reservations granted: 1647 Reservations denied/waited: 4 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: true Ticks without new seated passenger: 1500 Remaining waiting to enter: 0 Remaining moving in aisle: 3 Remaining waiting at row: 3 Remaining inside seat event: 0 Dominant blocking reason: WAITING_FOR_SEAT_EVENT Dominant blocking reason count: 5160 Longest unresolved passenger ID: 129 Longest unresolved row: 30 Longest unresolved aisle: RIGHT DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 3 Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT] Dependency root passenger ID: 186 Dependency terminal reason: WAITING_FOR_SEAT_EVENT Passengers indirectly affected by root: 0 Passengers with a direct blocker: 3 Total blocked ticks: 14019 Total stationary ticks: 105901 Seat-event requests: 1762 Failed seat-event starts: 1533 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: 71 Critical blocker identity: P71->8C(RIGHT) Direct fan-out: 1 Total indirect descendants: 2 Critical tree size including blocker: 3 Critical tree depth: 3 Frozen internal components: 3 Terminal WAITING_FOR_SEAT_EVENT nodes: 3 Unresolved internal passengers: 6 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 3 Critical blocker tree: P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT) P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED) SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: YIELD_TILE_OCCUPIED Dominant prerequisite failure count: 1533 Critical blocker final prerequisite: YIELD_TILE_OCCUPIED Critical blocker required blockers: 3 Critical blocker required yield tiles: 9|10|11 Critical blocker unavailable yield tiles: 11 Critical blocker yield-tile occupants: 129 Waiting-row passengers with zero blockers: 2 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 1 Yield-tile occupied failures: 1533 Rear-boundary failures: 0 Middle-bank reservation failures: 4 Active-event deferrals: 512 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT Required yield occupants: 1 Trace length: 2 Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT] Cycle detected: false Cycle members: NONE Terminal passenger: P78->12H(RIGHT) Terminal condition: OPEN_CHAIN_TO_ROW_EVENT Distinct row-event terminals: 1 All yield occupants in same frozen component: true Final stable prerequisite: YIELD_TILE_OCCUPIED Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER Final snapshot prerequisite: YIELD_TILE_OCCUPIED Current required blockers: 3 Current required yield tiles: 9|10|11 Current unavailable yield tiles: 11 Current yield-tile occupants: 129 Final row-event chain: 71|129|78 Final row-event chain length: 3 Distinct row events in chain: 3 Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER One empty tile would start event: false One-tile-earlier hold would preserve space: true Simultaneous empty tiles required: 3 Final row-event dependency chains in aircraft: 1 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 70 OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING ============================================================ Date/Time: 2026-07-17 18:25:58 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 28 Scenario seed: 3854657311787069719 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 99.57% OUTCOME ------- Status: SUCCESS Completed ticks: 846 Passengers seated: 235/235 Average waiting ticks: 387.29 Longest waiting passenger: P209->24H(RIGHT) Longest waiting ticks: 791 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 17 Regions dissolved: 1 Repeated reconstructions avoided: 17 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=18 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1630 Maximum occupied tiles: 11 Seat events: 117 Single-blocker events: 29 Multiple-blocker events: 8 Temporary aisle reoccupations: 46 RIGHT AISLE ----------- Total moves: 1792 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 34 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 130 Reservations granted: 128 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4304 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5385 Total stationary ticks: 94620 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 509 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 509 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 70 OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING ============================================================ Date/Time: 2026-07-17 18:25:58 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 28 Scenario seed: 3854657311787069719 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 99.57% OUTCOME ------- Status: SUCCESS Completed ticks: 846 Passengers seated: 235/235 Average waiting ticks: 387.29 Longest waiting passenger: P209->24H(RIGHT) Longest waiting ticks: 791 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 17 Regions dissolved: 1 Repeated reconstructions avoided: 17 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=18 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1630 Maximum occupied tiles: 11 Seat events: 117 Single-blocker events: 29 Multiple-blocker events: 8 Temporary aisle reoccupations: 46 RIGHT AISLE ----------- Total moves: 1792 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 34 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 130 Reservations granted: 128 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4303 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5384 Total stationary ticks: 94620 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 509 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 509 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 70 OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING ============================================================ Date/Time: 2026-07-17 18:25:58 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 28 Scenario seed: 3854657311787069719 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 33.19% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 99.57% OUTCOME ------- Status: SUCCESS Completed ticks: 846 Passengers seated: 235/235 Average waiting ticks: 387.29 Longest waiting passenger: P209->24H(RIGHT) Longest waiting ticks: 791 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 17 Regions dissolved: 1 Repeated reconstructions avoided: 17 Largest region lifetime: 18 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=18 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1630 Maximum occupied tiles: 11 Seat events: 117 Single-blocker events: 29 Multiple-blocker events: 8 Temporary aisle reoccupations: 46 RIGHT AISLE ----------- Total moves: 1792 Maximum occupied tiles: 12 Seat events: 118 Single-blocker events: 34 Multiple-blocker events: 15 Temporary aisle reoccupations: 68 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 130 Reservations granted: 128 Reservations denied/waited: 2 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4304 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5385 Total stationary ticks: 94620 Seat-event requests: 248 Failed seat-event starts: 13 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 509 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 13 Rear-boundary failures: 0 Middle-bank reservation failures: 2 Active-event deferrals: 509 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 70 OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING ============================================================ Date/Time: 2026-07-17 18:25:58 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 29 Scenario seed: -4567754299527007339 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 91.06% OUTCOME ------- Status: SUCCESS Completed ticks: 902 Passengers seated: 235/235 Average waiting ticks: 390.21 Longest waiting passenger: P72->10D(LEFT) Longest waiting ticks: 865 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 21 Regions dissolved: 1 Repeated reconstructions avoided: 21 Largest region lifetime: 22 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=22 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1777 Maximum occupied tiles: 11 Seat events: 128 Single-blocker events: 25 Multiple-blocker events: 19 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 1611 Maximum occupied tiles: 11 Seat events: 107 Single-blocker events: 31 Multiple-blocker events: 4 Temporary aisle reoccupations: 39 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 128 Reservations granted: 125 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4209 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5267 Total stationary ticks: 95173 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 540 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 70 OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING ============================================================ Date/Time: 2026-07-17 18:25:58 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 29 Scenario seed: -4567754299527007339 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 91.06% OUTCOME ------- Status: SUCCESS Completed ticks: 902 Passengers seated: 235/235 Average waiting ticks: 390.21 Longest waiting passenger: P72->10D(LEFT) Longest waiting ticks: 865 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 21 Regions dissolved: 1 Repeated reconstructions avoided: 21 Largest region lifetime: 22 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=22 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1777 Maximum occupied tiles: 11 Seat events: 128 Single-blocker events: 25 Multiple-blocker events: 19 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 1611 Maximum occupied tiles: 11 Seat events: 107 Single-blocker events: 31 Multiple-blocker events: 4 Temporary aisle reoccupations: 39 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 128 Reservations granted: 125 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4209 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5267 Total stationary ticks: 95173 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 540 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 70 OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING ============================================================ Date/Time: 2026-07-17 18:25:58 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 29 Scenario seed: -4567754299527007339 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-2 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 91.06% OUTCOME ------- Status: SUCCESS Completed ticks: 902 Passengers seated: 235/235 Average waiting ticks: 390.21 Longest waiting passenger: P72->10D(LEFT) Longest waiting ticks: 865 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 1 Clusters detected: 1 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION REACTIVE REGION LIFECYCLE ------------------------- Regions created: 1 Region updates: 21 Regions dissolved: 1 Repeated reconstructions avoided: 21 Largest region lifetime: 22 Maximum simultaneous active regions: 1 Regions active at termination: 0 Last lifecycle event: DISSOLVE:R1:lifetime=22 Confirmation deferral ticks: 1 Regions reaching confirmation: 0 Regions dissolved before confirmation: 1 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1777 Maximum occupied tiles: 11 Seat events: 128 Single-blocker events: 25 Multiple-blocker events: 19 Temporary aisle reoccupations: 68 RIGHT AISLE ----------- Total moves: 1611 Maximum occupied tiles: 11 Seat events: 107 Single-blocker events: 31 Multiple-blocker events: 4 Temporary aisle reoccupations: 39 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 128 Reservations granted: 125 Reservations denied/waited: 3 Simultaneous opposite-aisle conflicts: 0 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 4209 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5267 Total stationary ticks: 95173 Seat-event requests: 242 Failed seat-event starts: 7 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 540 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 7 Rear-boundary failures: 0 Middle-bank reservation failures: 3 Active-event deferrals: 540 Simultaneous arbitration losses: 0 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 70 OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING ============================================================ Date/Time: 2026-07-17 18:25:58 Experiment mode: STANDARD_DETERMINISTIC_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 30 Scenario seed: 3367915316291643157 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: STANDARD_DETERMINISTIC_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 869 Passengers seated: 235/235 Average waiting ticks: 394.64 Longest waiting passenger: P74->3A(LEFT) Longest waiting ticks: 817 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1723 Maximum occupied tiles: 11 Seat events: 119 Single-blocker events: 29 Multiple-blocker events: 14 Temporary aisle reoccupations: 61 RIGHT AISLE ----------- Total moves: 1665 Maximum occupied tiles: 11 Seat events: 116 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 124 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3914 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5047 Total stationary ticks: 95938 Seat-event requests: 243 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 572 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 7 Active-event deferrals: 572 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 70 OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING ============================================================ Date/Time: 2026-07-17 18:25:58 Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 30 Scenario seed: 3367915316291643157 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 869 Passengers seated: 235/235 Average waiting ticks: 394.64 Longest waiting passenger: P74->3A(LEFT) Longest waiting ticks: 817 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1723 Maximum occupied tiles: 11 Seat events: 119 Single-blocker events: 29 Multiple-blocker events: 14 Temporary aisle reoccupations: 61 RIGHT AISLE ----------- Total moves: 1665 Maximum occupied tiles: 11 Seat events: 116 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 124 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3914 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5047 Total stationary ticks: 95938 Seat-event requests: 243 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 572 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 7 Active-event deferrals: 572 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n ============================================================ WHOLE-CABIN HYBRID BOARDING SCENARIO RESEARCH EXPERIMENT 70 OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING ============================================================ Date/Time: 2026-07-17 18:25:58 Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Frozen architecture enabled: true Experiment seed: 9783790101901 Scenario number: 30 Scenario seed: 3367915316291643157 CABIN ----- Configuration: 2-4-2 Rows: 30 Seats per row: 8 Total seats: 240 Passengers: 235 Occupancy: 98% Entry headway range: 1-3 DATASET CHARACTERISTICS ----------------------- Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET Row-zone concentration (diagnostic control): 34.04% Blocker-prone seat share (topology component): 75.32% Aisle-assignment balance: 98.72% OUTCOME ------- Status: SUCCESS Completed ticks: 869 Passengers seated: 235/235 Average waiting ticks: 394.64 Longest waiting passenger: P74->3A(LEFT) Longest waiting ticks: 817 ROW-BOUNDED CONGESTION CLUSTERING ---------------------------------- Dependency regions detected: 0 Clusters detected: 0 Activations without intervention: 0 Cluster candidates evaluated: 0 Executable cluster candidates: 0 Rejected cluster candidates: 0 Cluster selections: 0 Cluster-selected events started: 0 Largest detected cluster: 0 Selected release potential total: 0 Last cluster decision: NONE REACTIVE REGION LIFECYCLE ------------------------- Regions created: 0 Region updates: 0 Regions dissolved: 0 Repeated reconstructions avoided: 0 Largest region lifetime: 0 Maximum simultaneous active regions: 0 Regions active at termination: 0 Last lifecycle event: NONE Confirmation deferral ticks: 0 Regions reaching confirmation: 0 Regions dissolved before confirmation: 0 Unchanged-state evaluations suppressed: 0 State changes reopening evaluation: 0 Region priority competitions: 0 Regions ranked: 0 Hierarchical selections: 0 Lower-priority evaluations deferred: 0 Highest selected priority score: 0 Left/right priority wins: 0/0 Priority ties: 0 Last priority decision: NONE LEFT AISLE ---------- Total moves: 1723 Maximum occupied tiles: 11 Seat events: 119 Single-blocker events: 29 Multiple-blocker events: 14 Temporary aisle reoccupations: 61 RIGHT AISLE ----------- Total moves: 1665 Maximum occupied tiles: 11 Seat events: 116 Single-blocker events: 30 Multiple-blocker events: 12 Temporary aisle reoccupations: 55 MIDDLE-BANK COORDINATION ------------------------ Reservation requests: 131 Reservations granted: 124 Reservations denied/waited: 7 Simultaneous opposite-aisle conflicts: 1 STALL DIAGNOSTICS ----------------- Stall detected: false Ticks without new seated passenger: 0 Remaining waiting to enter: 0 Remaining moving in aisle: 0 Remaining waiting at row: 0 Remaining inside seat event: 0 Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD Dominant blocking reason count: 3914 Longest unresolved passenger ID: -1 Longest unresolved row: -1 Longest unresolved aisle: DEPENDENCY-CHAIN ANALYSIS ------------------------- Longest dependency-chain length: 0 Longest dependency chain: NONE Dependency root passenger ID: -1 Dependency terminal reason: NO_PASSENGER Passengers indirectly affected by root: 0 Passengers with a direct blocker: 0 Total blocked ticks: 5047 Total stationary ticks: 95938 Seat-event requests: 243 Failed seat-event starts: 8 DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE ----------------------------------------- Critical blocker passenger ID: -1 Critical blocker identity: NONE Direct fan-out: 0 Total indirect descendants: 0 Critical tree size including blocker: 0 Critical tree depth: 0 Frozen internal components: 0 Terminal WAITING_FOR_SEAT_EVENT nodes: 0 Unresolved internal passengers: 0 Unresolved outside passengers: 0 Unresolved internal passengers outside critical tree: 0 Critical blocker tree: NONE SEAT-EVENT PREREQUISITE ANALYSIS -------------------------------- Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT Dominant prerequisite failure count: 572 Critical blocker final prerequisite: NONE Critical blocker required blockers: 0 Critical blocker required yield tiles: NONE Critical blocker unavailable yield tiles: NONE Critical blocker yield-tile occupants: NONE Waiting-row passengers with zero blockers: 0 Waiting-row passengers with one blocker: 0 Waiting-row passengers with multiple blockers: 0 Yield-tile occupied failures: 8 Rear-boundary failures: 0 Middle-bank reservation failures: 7 Active-event deferrals: 572 Simultaneous arbitration losses: 1 YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS ----------------------------------------- Yield dependency classification: NO_YIELD_OCCUPANT Required yield occupants: 0 Trace length: 0 Yield-occupant trace: NONE Cycle detected: false Cycle members: NONE Terminal passenger: NONE Terminal condition: NONE Distinct row-event terminals: 0 All yield occupants in same frozen component: true Final stable prerequisite: NONE Yield-occupant details: NONE FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS ------------------------------------------ Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE Current required blockers: 0 Current required yield tiles: NONE Current unavailable yield tiles: NONE Current yield-tile occupants: NONE Final row-event chain: NONE Final row-event chain length: 0 Distinct row events in chain: 0 Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE One empty tile would start event: false One-tile-earlier hold would preserve space: false Simultaneous empty tiles required: 0 Final row-event dependency chains in aircraft: 0 Active event exists at stall: false Reservation conflict exists at stall: false DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n ************************************************************ BATCH EXPERIMENT SUMMARY RESEARCH EXPERIMENT 70 OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING ************************************************************ Experiment seed: 9783790101901 Scenarios executed: 90 Successful completions: 66 Incomplete/MAX_TICKS: 24 Average completed ticks: 1367.00 Average waiting ticks: 460.14 ************************************************************